Task 7798161
| Name | ParityModified-1631734710-11221-1_3 |
| Workunit | 5150813 |
| Created | 4 Oct 2021, 3:01:58 UTC |
| Sent | 4 Oct 2021, 3:55:32 UTC |
| Report deadline | 11 Oct 2021, 3:55:32 UTC |
| Received | 5 Oct 2021, 8:21:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15474 |
| Run time | 54 min 5 sec |
| CPU time | 54 min 3 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> 08:22 main:581] : INFO : Epoch 1538 | loss: 0.0311764 | val_loss: 0.0311906 | Time: 1458.93 ms [2021-10-05 10:08:24 main:581] : INFO : Epoch 1539 | loss: 0.0311787 | val_loss: 0.0311865 | Time: 1440.12 ms [2021-10-05 10:08:25 main:581] : INFO : Epoch 1540 | loss: 0.0311774 | val_loss: 0.031183 | Time: 1447.89 ms [2021-10-05 10:08:27 main:581] : INFO : Epoch 1541 | loss: 0.0311773 | val_loss: 0.0311836 | Time: 1536.5 ms [2021-10-05 10:08:28 main:581] : INFO : Epoch 1542 | loss: 0.0311777 | val_loss: 0.031183 | Time: 1495.63 ms [2021-10-05 10:08:30 main:581] : INFO : Epoch 1543 | loss: 0.0311759 | val_loss: 0.0311844 | Time: 1472.99 ms [2021-10-05 10:08:31 main:581] : INFO : Epoch 1544 | loss: 0.0311756 | val_loss: 0.0311857 | Time: 1504.01 ms [2021-10-05 10:08:33 main:581] : INFO : Epoch 1545 | loss: 0.0311765 | val_loss: 0.031186 | Time: 1671.6 ms [2021-10-05 10:08:35 main:581] : INFO : Epoch 1546 | loss: 0.0311758 | val_loss: 0.0311882 | Time: 1605.55 ms [2021-10-05 10:08:36 main:581] : INFO : Epoch 1547 | loss: 0.0311753 | val_loss: 0.0311821 | Time: 1648.71 ms [2021-10-05 10:08:38 main:581] : INFO : Epoch 1548 | loss: 0.0311759 | val_loss: 0.0311897 | Time: 1480.6 ms [2021-10-05 10:08:39 main:581] : INFO : Epoch 1549 | loss: 0.0311768 | val_loss: 0.0311853 | Time: 1425.38 ms [2021-10-05 10:08:41 main:581] : INFO : Epoch 1550 | loss: 0.0311775 | val_loss: 0.0311841 | Time: 1470.82 ms [2021-10-05 10:08:42 main:581] : INFO : Epoch 1551 | loss: 0.0311749 | val_loss: 0.0311829 | Time: 1554.73 ms [2021-10-05 10:08:44 main:581] : INFO : Epoch 1552 | loss: 0.0311752 | val_loss: 0.0311833 | Time: 1442.1 ms [2021-10-05 10:08:45 main:581] : INFO : Epoch 1553 | loss: 0.0311742 | val_loss: 0.0311861 | Time: 1448.92 ms [2021-10-05 10:08:47 main:581] : INFO : Epoch 1554 | loss: 0.0311742 | val_loss: 0.0311843 | Time: 1443.04 ms [2021-10-05 10:08:48 main:581] : INFO : Epoch 1555 | loss: 0.0311786 | val_loss: 0.0311867 | Time: 1416.44 ms [2021-10-05 10:08:49 main:581] : INFO : Epoch 1556 | loss: 0.0311825 | val_loss: 0.0311835 | Time: 1485.56 ms [2021-10-05 10:08:51 main:581] : INFO : Epoch 1557 | loss: 0.0311844 | val_loss: 0.0311839 | Time: 1439.37 ms [2021-10-05 10:08:52 main:581] : INFO : Epoch 1558 | loss: 0.0311828 | val_loss: 0.0311822 | Time: 1459.18 ms [2021-10-05 10:08:54 main:581] : INFO : Epoch 1559 | loss: 0.0311787 | val_loss: 0.0311831 | Time: 1430.4 ms [2021-10-05 10:08:55 main:581] : INFO : Epoch 1560 | loss: 0.0311778 | val_loss: 0.031181 | Time: 1431.54 ms [2021-10-05 10:08:57 main:581] : INFO : Epoch 1561 | loss: 0.0311768 | val_loss: 0.0311862 | Time: 1510.44 ms [2021-10-05 10:08:58 main:581] : INFO : Epoch 1562 | loss: 0.0311768 | val_loss: 0.0311813 | Time: 1525.01 ms [2021-10-05 10:09:00 main:581] : INFO : Epoch 1563 | loss: 0.0311764 | val_loss: 0.0311818 | Time: 1566.92 ms [2021-10-05 10:09:01 main:581] : INFO : Epoch 1564 | loss: 0.031179 | val_loss: 0.0311816 | Time: 1605.25 ms [2021-10-05 10:09:03 main:581] : INFO : Epoch 1565 | loss: 0.0311775 | val_loss: 0.0311805 | Time: 1602.47 ms [2021-10-05 10:09:05 main:581] : INFO : Epoch 1566 | loss: 0.0311748 | val_loss: 0.0311789 | Time: 1720.18 ms [2021-10-05 10:09:06 main:581] : INFO : Epoch 1567 | loss: 0.0311745 | val_loss: 0.031179 | Time: 1459.18 ms [2021-10-05 10:09:08 main:581] : INFO : Epoch 1568 | loss: 0.0311737 | val_loss: 0.031179 | Time: 1416.05 ms [2021-10-05 10:09:09 main:581] : INFO : Epoch 1569 | loss: 0.0311754 | val_loss: 0.0311804 | Time: 1479.87 ms [2021-10-05 10:09:11 main:581] : INFO : Epoch 1570 | loss: 0.0311734 | val_loss: 0.0311822 | Time: 1515.05 ms [2021-10-05 10:09:12 main:581] : INFO : Epoch 1571 | loss: 0.0311789 | val_loss: 0.031182 | Time: 1436.66 ms [2021-10-05 10:09:14 main:581] : INFO : Epoch 1572 | loss: 0.0311747 | val_loss: 0.0311836 | Time: 1463.76 ms [2021-10-05 10:09:15 main:581] : INFO : Epoch 1573 | loss: 0.0311743 | val_loss: 0.0311838 | Time: 1489.64 ms [2021-10-05 10:09:16 main:581] : INFO : Epoch 1574 | loss: 0.0311776 | val_loss: 0.0311861 | Time: 1439.31 ms [2021-10-05 10:09:18 main:581] : INFO : Epoch 1575 | loss: 0.0311766 | val_loss: 0.0311824 | Time: 1444.15 ms [2021-10-05 10:09:19 main:581] : INFO : Epoch 1576 | loss: 0.0311727 | val_loss: 0.0311815 | Time: 1436.28 ms [2021-10-05 10:09:21 main:581] : INFO : Epoch 1577 | loss: 0.0311775 | val_loss: 0.0311834 | Time: 1440.97 ms [2021-10-05 10:09:22 main:581] : INFO : Epoch 1578 | loss: 0.0311816 | val_loss: 0.0311853 | Time: 1465.01 ms [2021-10-05 10:09:24 main:581] : INFO : Epoch 1579 | loss: 0.0311813 | val_loss: 0.0311826 | Time: 1446.56 ms [2021-10-05 10:09:25 main:581] : INFO : Epoch 1580 | loss: 0.0311796 | val_loss: 0.0311816 | Time: 1456.01 ms [2021-10-05 10:09:27 main:581] : INFO : Epoch 1581 | loss: 0.0311785 | val_loss: 0.031182 | Time: 1481.02 ms [2021-10-05 10:09:28 main:581] : INFO : Epoch 1582 | loss: 0.0311774 | val_loss: 0.0311802 | Time: 1450.62 ms [2021-10-05 10:09:30 main:581] : INFO : Epoch 1583 | loss: 0.0311777 | val_loss: 0.03118 | Time: 1476.02 ms [2021-10-05 10:09:31 main:581] : INFO : Epoch 1584 | loss: 0.0311814 | val_loss: 0.031184 | Time: 1477.62 ms [2021-10-05 10:09:33 main:581] : INFO : Epoch 1585 | loss: 0.0311767 | val_loss: 0.0311785 | Time: 1463.78 ms [2021-10-05 10:09:34 main:581] : INFO : Epoch 1586 | loss: 0.0311759 | val_loss: 0.0311791 | Time: 1457.1 ms [2021-10-05 10:09:35 main:581] : INFO : Epoch 1587 | loss: 0.0311735 | val_loss: 0.0311791 | Time: 1465.09 ms [2021-10-05 10:09:37 main:581] : INFO : Epoch 1588 | loss: 0.031175 | val_loss: 0.0311786 | Time: 1467.41 ms [2021-10-05 10:09:38 main:581] : INFO : Epoch 1589 | loss: 0.031178 | val_loss: 0.0311839 | Time: 1457.07 ms [2021-10-05 10:09:40 main:581] : INFO : Epoch 1590 | loss: 0.0311813 | val_loss: 0.0311816 | Time: 1441.41 ms [2021-10-05 10:09:41 main:581] : INFO : Epoch 1591 | loss: 0.0311784 | val_loss: 0.031178 | Time: 1456.65 ms [2021-10-05 10:09:43 main:581] : INFO : Epoch 1592 | loss: 0.0311779 | val_loss: 0.0311768 | Time: 1434.82 ms [2021-10-05 10:09:44 main:581] : INFO : Epoch 1593 | loss: 0.0311753 | val_loss: 0.0311755 | Time: 1556.2 ms [2021-10-05 10:09:46 main:581] : INFO : Epoch 1594 | loss: 0.0311765 | val_loss: 0.0311796 | Time: 1487.03 ms [2021-10-05 10:09:47 main:581] : INFO : Epoch 1595 | loss: 0.0311822 | val_loss: 0.0311869 | Time: 1436.67 ms [2021-10-05 10:09:49 main:581] : INFO : Epoch 1596 | loss: 0.0311785 | val_loss: 0.0311785 | Time: 1471.2 ms [2021-10-05 10:09:50 main:581] : INFO : Epoch 1597 | loss: 0.0311781 | val_loss: 0.0311783 | Time: 1453.78 ms [2021-10-05 10:09:52 main:581] : INFO : Epoch 1598 | loss: 0.0311767 | val_loss: 0.0311795 | Time: 1483.18 ms [2021-10-05 10:09:53 main:581] : INFO : Epoch 1599 | loss: 0.0311762 | val_loss: 0.0311763 | Time: 1472.6 ms [2021-10-05 10:09:55 main:581] : INFO : Epoch 1600 | loss: 0.0311764 | val_loss: 0.0311779 | Time: 1474.91 ms [2021-10-05 10:09:56 main:581] : INFO : Epoch 1601 | loss: 0.0311746 | val_loss: 0.0311767 | Time: 1570.31 ms [2021-10-05 10:09:58 main:581] : INFO : Epoch 1602 | loss: 0.0311745 | val_loss: 0.0311787 | Time: 1609.1 ms [2021-10-05 10:09:59 main:581] : INFO : Epoch 1603 | loss: 0.0311755 | val_loss: 0.0311757 | Time: 1443.48 ms [2021-10-05 10:10:01 main:581] : INFO : Epoch 1604 | loss: 0.0311744 | val_loss: 0.0311826 | Time: 1466.9 ms [2021-10-05 10:10:02 main:581] : INFO : Epoch 1605 | loss: 0.0311744 | val_loss: 0.0311755 | Time: 1421.94 ms [2021-10-05 10:10:03 main:581] : INFO : Epoch 1606 | loss: 0.0311744 | val_loss: 0.0311768 | Time: 1440.34 ms [2021-10-05 10:10:05 main:581] : INFO : Epoch 1607 | loss: 0.0311764 | val_loss: 0.0311759 | Time: 1581.33 ms [2021-10-05 10:10:07 main:581] : INFO : Epoch 1608 | loss: 0.0311726 | val_loss: 0.0311778 | Time: 1491.95 ms [2021-10-05 10:10:08 main:581] : INFO : Epoch 1609 | loss: 0.0311723 | val_loss: 0.0311775 | Time: 1450.65 ms [2021-10-05 10:10:09 main:581] : INFO : Epoch 1610 | loss: 0.0311711 | val_loss: 0.0311759 | Time: 1471.6 ms [2021-10-05 10:10:11 main:581] : INFO : Epoch 1611 | loss: 0.0311707 | val_loss: 0.0311752 | Time: 1480.93 ms [2021-10-05 10:10:12 main:581] : INFO : Epoch 1612 | loss: 0.0311719 | val_loss: 0.0311804 | Time: 1453.71 ms [2021-10-05 10:10:14 main:581] : INFO : Epoch 1613 | loss: 0.0311746 | val_loss: 0.0311775 | Time: 1465.95 ms [2021-10-05 10:10:15 main:581] : INFO : Epoch 1614 | loss: 0.0311732 | val_loss: 0.0311772 | Time: 1464.86 ms [2021-10-05 10:10:17 main:581] : INFO : Epoch 1615 | loss: 0.0311726 | val_loss: 0.0311764 | Time: 1465.31 ms [2021-10-05 10:10:18 main:581] : INFO : Epoch 1616 | loss: 0.0311725 | val_loss: 0.0311764 | Time: 1495.34 ms [2021-10-05 10:10:20 main:581] : INFO : Epoch 1617 | loss: 0.0311719 | val_loss: 0.0311777 | Time: 1466.29 ms [2021-10-05 10:10:21 main:581] : INFO : Epoch 1618 | loss: 0.0311728 | val_loss: 0.0311806 | Time: 1461.78 ms [2021-10-05 10:10:23 main:581] : INFO : Epoch 1619 | loss: 0.0311703 | val_loss: 0.0311766 | Time: 1470.14 ms [2021-10-05 10:10:24 main:581] : INFO : Epoch 1620 | loss: 0.03117 | val_loss: 0.0311787 | Time: 1446.4 ms [2021-10-05 10:10:26 main:581] : INFO : Epoch 1621 | loss: 0.0311725 | val_loss: 0.0311796 | Time: 1526.48 ms [2021-10-05 10:10:27 main:581] : INFO : Epoch 1622 | loss: 0.0311719 | val_loss: 0.0311783 | Time: 1453.57 ms [2021-10-05 10:10:29 main:581] : INFO : Epoch 1623 | loss: 0.0311729 | val_loss: 0.031181 | Time: 1472.89 ms [2021-10-05 10:10:30 main:581] : INFO : Epoch 1624 | loss: 0.0311732 | val_loss: 0.0311813 | Time: 1455.72 ms [2021-10-05 10:10:32 main:581] : INFO : Epoch 1625 | loss: 0.0311707 | val_loss: 0.0311765 | Time: 1483.1 ms [2021-10-05 10:10:33 main:581] : INFO : Epoch 1626 | loss: 0.0311706 | val_loss: 0.0311774 | Time: 1514.02 ms [2021-10-05 10:10:35 main:581] : INFO : Epoch 1627 | loss: 0.0311712 | val_loss: 0.0311772 | Time: 1475.31 ms [2021-10-05 10:10:36 main:581] : INFO : Epoch 1628 | loss: 0.031174 | val_loss: 0.0311739 | Time: 1469.26 ms [2021-10-05 10:10:38 main:581] : INFO : Epoch 1629 | loss: 0.0311748 | val_loss: 0.0311723 | Time: 1555.03 ms [2021-10-05 10:10:39 main:581] : INFO : Epoch 1630 | loss: 0.0311751 | val_loss: 0.0311741 | Time: 1463.57 ms [2021-10-05 10:10:40 main:581] : INFO : Epoch 1631 | loss: 0.0311783 | val_loss: 0.031175 | Time: 1459.62 ms [2021-10-05 10:10:42 main:581] : INFO : Epoch 1632 | loss: 0.031173 | val_loss: 0.031175 | Time: 1458.12 ms [2021-10-05 10:10:43 main:581] : INFO : Epoch 1633 | loss: 0.0311732 | val_loss: 0.0311777 | Time: 1476.34 ms [2021-10-05 10:10:45 main:581] : INFO : Epoch 1634 | loss: 0.0311778 | val_loss: 0.0311815 | Time: 1448.62 ms [2021-10-05 10:10:46 main:581] : INFO : Epoch 1635 | loss: 0.0311808 | val_loss: 0.0311807 | Time: 1459.34 ms [2021-10-05 10:10:48 main:581] : INFO : Epoch 1636 | loss: 0.0311795 | val_loss: 0.0311777 | Time: 1410.23 ms [2021-10-05 10:10:49 main:581] : INFO : Epoch 1637 | loss: 0.0311766 | val_loss: 0.0311766 | Time: 1492.14 ms [2021-10-05 10:10:51 main:581] : INFO : Epoch 1638 | loss: 0.0311756 | val_loss: 0.0311772 | Time: 1601.3 ms [2021-10-05 10:10:53 main:581] : INFO : Epoch 1639 | loss: 0.0311746 | val_loss: 0.0311781 | Time: 1678.93 ms [2021-10-05 10:10:54 main:581] : INFO : Epoch 1640 | loss: 0.0311781 | val_loss: 0.0311873 | Time: 1465.11 ms [2021-10-05 10:10:55 main:581] : INFO : Epoch 1641 | loss: 0.0311779 | val_loss: 0.03118 | Time: 1429.79 ms [2021-10-05 10:10:57 main:581] : INFO : Epoch 1642 | loss: 0.0311897 | val_loss: 0.0311893 | Time: 1472.3 ms [2021-10-05 10:10:58 main:581] : INFO : Epoch 1643 | loss: 0.0311905 | val_loss: 0.0311873 | Time: 1555.85 ms [2021-10-05 10:11:00 main:581] : INFO : Epoch 1644 | loss: 0.0311866 | val_loss: 0.0311844 | Time: 1440.79 ms [2021-10-05 10:11:01 main:581] : INFO : Epoch 1645 | loss: 0.031184 | val_loss: 0.0311837 | Time: 1437.23 ms [2021-10-05 10:11:03 main:581] : INFO : Epoch 1646 | loss: 0.0311837 | val_loss: 0.0311844 | Time: 1442.05 ms [2021-10-05 10:11:04 main:581] : INFO : Epoch 1647 | loss: 0.0311818 | val_loss: 0.031182 | Time: 1487.02 ms [2021-10-05 10:11:06 main:581] : INFO : Epoch 1648 | loss: 0.0311809 | val_loss: 0.0311817 | Time: 1663.29 ms [2021-10-05 10:11:08 main:581] : INFO : Epoch 1649 | loss: 0.0311806 | val_loss: 0.0311804 | Time: 1628.36 ms [2021-10-05 10:11:09 main:581] : INFO : Epoch 1650 | loss: 0.0311803 | val_loss: 0.0311782 | Time: 1448.72 ms [2021-10-05 10:11:10 main:581] : INFO : Epoch 1651 | loss: 0.0311785 | val_loss: 0.0311812 | Time: 1452.52 ms [2021-10-05 10:11:12 main:581] : INFO : Epoch 1652 | loss: 0.0311782 | val_loss: 0.0311783 | Time: 1455.48 ms [2021-10-05 10:11:13 main:581] : INFO : Epoch 1653 | loss: 0.0311778 | val_loss: 0.0311781 | Time: 1452.06 ms [2021-10-05 10:11:15 main:581] : INFO : Epoch 1654 | loss: 0.0311768 | val_loss: 0.0311788 | Time: 1471.58 ms [2021-10-05 10:11:16 main:581] : INFO : Epoch 1655 | loss: 0.0311787 | val_loss: 0.0311772 | Time: 1461.51 ms [2021-10-05 10:11:18 main:581] : INFO : Epoch 1656 | loss: 0.0311792 | val_loss: 0.031175 | Time: 1437.21 ms [2021-10-05 10:11:19 main:581] : INFO : Epoch 1657 | loss: 0.0311781 | val_loss: 0.0311748 | Time: 1473.07 ms [2021-10-05 10:11:21 main:581] : INFO : Epoch 1658 | loss: 0.0311761 | val_loss: 0.0311747 | Time: 1594.89 ms [2021-10-05 10:11:22 main:581] : INFO : Epoch 1659 | loss: 0.0311764 | val_loss: 0.0311789 | Time: 1631.57 ms [2021-10-05 10:11:24 main:581] : INFO : Epoch 1660 | loss: 0.0311784 | val_loss: 0.0311848 | Time: 1484.01 ms [2021-10-05 10:11:25 main:581] : INFO : Epoch 1661 | loss: 0.0311769 | val_loss: 0.0311728 | Time: 1463.23 ms [2021-10-05 10:11:27 main:581] : INFO : Epoch 1662 | loss: 0.0311739 | val_loss: 0.0311724 | Time: 1445.01 ms [2021-10-05 10:11:28 main:581] : INFO : Epoch 1663 | loss: 0.0311735 | val_loss: 0.0311727 | Time: 1494.13 ms [2021-10-05 10:11:30 main:581] : INFO : Epoch 1664 | loss: 0.0311764 | val_loss: 0.0311856 | Time: 1448.55 ms [2021-10-05 10:11:31 main:581] : INFO : Epoch 1665 | loss: 0.0311753 | val_loss: 0.0311761 | Time: 1465.13 ms [2021-10-05 10:11:33 main:581] : INFO : Epoch 1666 | loss: 0.0311771 | val_loss: 0.0311765 | Time: 1440.43 ms [2021-10-05 10:11:34 main:581] : INFO : Epoch 1667 | loss: 0.0311781 | val_loss: 0.0311756 | Time: 1426.28 ms [2021-10-05 10:11:36 main:581] : INFO : Epoch 1668 | loss: 0.031178 | val_loss: 0.0311799 | Time: 1442.07 ms [2021-10-05 10:11:37 main:581] : INFO : Epoch 1669 | loss: 0.0311785 | val_loss: 0.0311749 | Time: 1479.85 ms [2021-10-05 10:11:39 main:581] : INFO : Epoch 1670 | loss: 0.0311743 | val_loss: 0.0311762 | Time: 1500.66 ms [2021-10-05 10:11:40 main:581] : INFO : Epoch 1671 | loss: 0.0311731 | val_loss: 0.0311754 | Time: 1460.99 ms [2021-10-05 10:11:41 main:581] : INFO : Epoch 1672 | loss: 0.0311724 | val_loss: 0.031174 | Time: 1465.52 ms [2021-10-05 10:11:43 main:581] : INFO : Epoch 1673 | loss: 0.0311758 | val_loss: 0.0311837 | Time: 1478.73 ms [2021-10-05 10:11:44 main:581] : INFO : Epoch 1674 | loss: 0.0311755 | val_loss: 0.0311728 | Time: 1461.36 ms [2021-10-05 10:11:46 main:581] : INFO : Epoch 1675 | loss: 0.0311729 | val_loss: 0.0311759 | Time: 1472.21 ms [2021-10-05 10:11:47 main:581] : INFO : Epoch 1676 | loss: 0.0311712 | val_loss: 0.0311784 | Time: 1575.9 ms [2021-10-05 10:11:49 main:581] : INFO : Epoch 1677 | loss: 0.031171 | val_loss: 0.0311727 | Time: 1467.47 ms [2021-10-05 10:11:50 main:581] : INFO : Epoch 1678 | loss: 0.0311736 | val_loss: 0.0311767 | Time: 1444.21 ms [2021-10-05 10:11:52 main:581] : INFO : Epoch 1679 | loss: 0.0311708 | val_loss: 0.0311737 | Time: 1440.47 ms [2021-10-05 10:11:53 main:581] : INFO : Epoch 1680 | loss: 0.0311702 | val_loss: 0.0311746 | Time: 1442.74 ms [2021-10-05 10:11:55 main:581] : INFO : Epoch 1681 | loss: 0.0311716 | val_loss: 0.0311817 | Time: 1466.47 ms [2021-10-05 10:11:56 main:581] : INFO : Epoch 1682 | loss: 0.031172 | val_loss: 0.0311764 | Time: 1479.76 ms [2021-10-05 10:11:58 main:581] : INFO : Epoch 1683 | loss: 0.031171 | val_loss: 0.031178 | Time: 1466.79 ms [2021-10-05 10:11:59 main:581] : INFO : Epoch 1684 | loss: 0.03117 | val_loss: 0.0311731 | Time: 1471.76 ms [2021-10-05 10:12:01 main:581] : INFO : Epoch 1685 | loss: 0.0311689 | val_loss: 0.0311734 | Time: 1442.93 ms [2021-10-05 10:12:02 main:581] : INFO : Epoch 1686 | loss: 0.0311705 | val_loss: 0.0311831 | Time: 1473.32 ms [2021-10-05 10:12:04 main:581] : INFO : Epoch 1687 | loss: 0.0311708 | val_loss: 0.0311739 | Time: 1466.55 ms [2021-10-05 10:12:05 main:581] : INFO : Epoch 1688 | loss: 0.0311674 | val_loss: 0.0311723 | Time: 1470.52 ms [2021-10-05 10:12:06 main:581] : INFO : Epoch 1689 | loss: 0.0311682 | val_loss: 0.031188 | Time: 1476.65 ms [2021-10-05 10:12:08 main:581] : INFO : Epoch 1690 | loss: 0.0311727 | val_loss: 0.0311781 | Time: 1442.1 ms [2021-10-05 10:12:09 main:581] : INFO : Epoch 1691 | loss: 0.0311735 | val_loss: 0.0311711 | Time: 1470.37 ms [2021-10-05 10:12:11 main:581] : INFO : Epoch 1692 | loss: 0.031171 | val_loss: 0.0311732 | Time: 1450.1 ms [2021-10-05 10:12:12 main:581] : INFO : Epoch 1693 | loss: 0.0311671 | val_loss: 0.0311731 | Time: 1506.64 ms [2021-10-05 10:12:14 main:581] : INFO : Epoch 1694 | loss: 0.0311717 | val_loss: 0.0311748 | Time: 1522.09 ms [2021-10-05 10:12:15 main:581] : INFO : Epoch 1695 | loss: 0.0311714 | val_loss: 0.0311709 | Time: 1448.88 ms [2021-10-05 10:12:17 main:581] : INFO : Epoch 1696 | loss: 0.0311707 | val_loss: 0.0311719 | Time: 1511.79 ms [2021-10-05 10:12:18 main:581] : INFO : Epoch 1697 | loss: 0.0311702 | val_loss: 0.0311727 | Time: 1477.07 ms [2021-10-05 10:12:20 main:581] : INFO : Epoch 1698 | loss: 0.0311687 | val_loss: 0.0311729 | Time: 1580.45 ms [2021-10-05 10:12:22 main:581] : INFO : Epoch 1699 | loss: 0.0311682 | val_loss: 0.0311707 | Time: 1674.6 ms [2021-10-05 10:12:23 main:581] : INFO : Epoch 1700 | loss: 0.0311675 | val_loss: 0.0311701 | Time: 1534.55 ms [2021-10-05 10:12:25 main:581] : INFO : Epoch 1701 | loss: 0.0311703 | val_loss: 0.0311717 | Time: 1463.64 ms [2021-10-05 10:12:26 main:581] : INFO : Epoch 1702 | loss: 0.0311682 | val_loss: 0.0311753 | Time: 1461.22 ms [2021-10-05 10:12:27 main:581] : INFO : Epoch 1703 | loss: 0.0311673 | val_loss: 0.0311713 | Time: 1422.96 ms [2021-10-05 10:12:29 main:581] : INFO : Epoch 1704 | loss: 0.0311663 | val_loss: 0.0311702 | Time: 1534.01 ms [2021-10-05 10:12:30 main:581] : INFO : Epoch 1705 | loss: 0.0311698 | val_loss: 0.0311701 | Time: 1494.12 ms [2021-10-05 10:12:32 main:581] : INFO : Epoch 1706 | loss: 0.0311684 | val_loss: 0.0311761 | Time: 1437.63 ms [2021-10-05 10:12:33 main:581] : INFO : Epoch 1707 | loss: 0.0311658 | val_loss: 0.0311688 | Time: 1460.59 ms [2021-10-05 10:12:35 main:581] : INFO : Epoch 1708 | loss: 0.0311652 | val_loss: 0.03117 | Time: 1533.8 ms [2021-10-05 10:12:36 main:581] : INFO : Epoch 1709 | loss: 0.0311649 | val_loss: 0.0311686 | Time: 1450 ms [2021-10-05 10:12:38 main:581] : INFO : Epoch 1710 | loss: 0.0311737 | val_loss: 0.0311911 | Time: 1476.7 ms [2021-10-05 10:12:39 main:581] : INFO : Epoch 1711 | loss: 0.0311961 | val_loss: 0.0311973 | Time: 1445.83 ms [2021-10-05 10:12:41 main:581] : INFO : Epoch 1712 | loss: 0.031199 | val_loss: 0.0311941 | Time: 1512.21 ms [2021-10-05 10:12:42 main:581] : INFO : Epoch 1713 | loss: 0.0311925 | val_loss: 0.0311907 | Time: 1471.23 ms [2021-10-05 10:12:44 main:581] : INFO : Epoch 1714 | loss: 0.0311903 | val_loss: 0.0311891 | Time: 1480.59 ms [2021-10-05 10:12:45 main:581] : INFO : Epoch 1715 | loss: 0.0311896 | val_loss: 0.0311865 | Time: 1567.41 ms [2021-10-05 10:12:47 main:581] : INFO : Epoch 1716 | loss: 0.0311866 | val_loss: 0.0311873 | Time: 1496.44 ms [2021-10-05 10:12:48 main:581] : INFO : Epoch 1717 | loss: 0.0311858 | val_loss: 0.0311868 | Time: 1447.39 ms [2021-10-05 10:12:50 main:581] : INFO : Epoch 1718 | loss: 0.0311853 | val_loss: 0.0311872 | Time: 1459.02 ms [2021-10-05 10:12:51 main:581] : INFO : Epoch 1719 | loss: 0.0311841 | val_loss: 0.031185 | Time: 1450.55 ms [2021-10-05 10:12:53 main:581] : INFO : Epoch 1720 | loss: 0.031183 | val_loss: 0.0311844 | Time: 1447.15 ms [2021-10-05 10:12:54 main:581] : INFO : Epoch 1721 | loss: 0.0311839 | val_loss: 0.031184 | Time: 1461.69 ms [2021-10-05 10:12:56 main:581] : INFO : Epoch 1722 | loss: 0.0311818 | val_loss: 0.031184 | Time: 1463.48 ms [2021-10-05 10:12:57 main:581] : INFO : Epoch 1723 | loss: 0.0311814 | val_loss: 0.0311842 | Time: 1450.73 ms [2021-10-05 10:12:58 main:581] : INFO : Epoch 1724 | loss: 0.0311829 | val_loss: 0.0311858 | Time: 1489.36 ms [2021-10-05 10:13:00 main:581] : INFO : Epoch 1725 | loss: 0.0311837 | val_loss: 0.0311921 | Time: 1605.6 ms [2021-10-05 10:13:02 main:581] : INFO : Epoch 1726 | loss: 0.0311819 | val_loss: 0.0311834 | Time: 1467.94 ms [2021-10-05 10:13:03 main:581] : INFO : Epoch 1727 | loss: 0.0311801 | val_loss: 0.0311823 | Time: 1474.22 ms [2021-10-05 10:13:04 main:581] : INFO : Epoch 1728 | loss: 0.0311799 | val_loss: 0.0311852 | Time: 1481.01 ms [2021-10-05 10:13:06 main:581] : INFO : Epoch 1729 | loss: 0.0311809 | val_loss: 0.031187 | Time: 1465.07 ms [2021-10-05 10:13:07 main:581] : INFO : Epoch 1730 | loss: 0.0311802 | val_loss: 0.031183 | Time: 1485.23 ms [2021-10-05 10:13:09 main:581] : INFO : Epoch 1731 | loss: 0.0311785 | val_loss: 0.0311818 | Time: 1513.96 ms [2021-10-05 10:13:10 main:581] : INFO : Epoch 1732 | loss: 0.0311785 | val_loss: 0.0311853 | Time: 1472.07 ms [2021-10-05 10:13:12 main:581] : INFO : Epoch 1733 | loss: 0.0311808 | val_loss: 0.0311835 | Time: 1450.66 ms [2021-10-05 10:13:13 main:581] : INFO : Epoch 1734 | loss: 0.0311797 | val_loss: 0.0311881 | Time: 1447.74 ms [2021-10-05 10:13:15 main:581] : INFO : Epoch 1735 | loss: 0.0311829 | val_loss: 0.0311909 | Time: 1448.82 ms [2021-10-05 10:13:16 main:581] : INFO : Epoch 1736 | loss: 0.0311815 | val_loss: 0.031182 | Time: 1465.27 ms [2021-10-05 10:13:18 main:581] : INFO : Epoch 1737 | loss: 0.0311799 | val_loss: 0.0311846 | Time: 1472.7 ms [2021-10-05 10:13:19 main:581] : INFO : Epoch 1738 | loss: 0.0311792 | val_loss: 0.0311825 | Time: 1442.69 ms [2021-10-05 10:13:21 main:581] : INFO : Epoch 1739 | loss: 0.0311793 | val_loss: 0.0311888 | Time: 1467.86 ms [2021-10-05 10:13:22 main:581] : INFO : Epoch 1740 | loss: 0.0311807 | val_loss: 0.0311836 | Time: 1464.84 ms [2021-10-05 10:13:24 main:581] : INFO : Epoch 1741 | loss: 0.0311769 | val_loss: 0.0311807 | Time: 1469.03 ms [2021-10-05 10:13:25 main:581] : INFO : Epoch 1742 | loss: 0.031176 | val_loss: 0.0311812 | Time: 1566.76 ms [2021-10-05 10:13:27 main:581] : INFO : Epoch 1743 | loss: 0.0311767 | val_loss: 0.0311809 | Time: 1478.94 ms [2021-10-05 10:13:28 main:581] : INFO : Epoch 1744 | loss: 0.0311761 | val_loss: 0.0311835 | Time: 1598.09 ms [2021-10-05 10:13:30 main:581] : INFO : Epoch 1745 | loss: 0.0311797 | val_loss: 0.0311823 | Time: 1428.2 ms [2021-10-05 10:13:31 main:581] : INFO : Epoch 1746 | loss: 0.0311794 | val_loss: 0.0311818 | Time: 1484.55 ms [2021-10-05 10:13:33 main:581] : INFO : Epoch 1747 | loss: 0.0311773 | val_loss: 0.0311819 | Time: 1445.46 ms [2021-10-05 10:13:34 main:581] : INFO : Epoch 1748 | loss: 0.0311768 | val_loss: 0.0311824 | Time: 1456.04 ms [2021-10-05 10:13:35 main:581] : INFO : Epoch 1749 | loss: 0.0311773 | val_loss: 0.0311823 | Time: 1453.18 ms [2021-10-05 10:13:37 main:581] : INFO : Epoch 1750 | loss: 0.0311774 | val_loss: 0.031183 | Time: 1497.91 ms [2021-10-05 10:13:38 main:581] : INFO : Epoch 1751 | loss: 0.0311761 | val_loss: 0.0311818 | Time: 1458.91 ms [2021-10-05 10:13:40 main:581] : INFO : Epoch 1752 | loss: 0.0311774 | val_loss: 0.0311818 | Time: 1444.27 ms [2021-10-05 10:13:41 main:581] : INFO : Epoch 1753 | loss: 0.0311768 | val_loss: 0.0311802 | Time: 1495.13 ms [2021-10-05 10:13:43 main:581] : INFO : Epoch 1754 | loss: 0.031179 | val_loss: 0.0311819 | Time: 1583.07 ms [2021-10-05 10:13:45 main:581] : INFO : Epoch 1755 | loss: 0.0311769 | val_loss: 0.0311819 | Time: 1605.63 ms [2021-10-05 10:13:46 main:581] : INFO : Epoch 1756 | loss: 0.0311811 | val_loss: 0.0311842 | Time: 1507.14 ms [2021-10-05 10:13:48 main:581] : INFO : Epoch 1757 | loss: 0.0311773 | val_loss: 0.0311813 | Time: 1440.69 ms [2021-10-05 10:13:49 main:581] : INFO : Epoch 1758 | loss: 0.0311746 | val_loss: 0.0311809 | Time: 1532.14 ms [2021-10-05 10:13:50 main:581] : INFO : Epoch 1759 | loss: 0.0311791 | val_loss: 0.0311881 | Time: 1441.84 ms [2021-10-05 10:13:52 main:581] : INFO : Epoch 1760 | loss: 0.0311778 | val_loss: 0.0311828 | Time: 1446.23 ms [2021-10-05 10:13:53 main:581] : INFO : Epoch 1761 | loss: 0.0311734 | val_loss: 0.0311805 | Time: 1545.36 ms [2021-10-05 10:13:55 main:581] : INFO : Epoch 1762 | loss: 0.0311731 | val_loss: 0.0311802 | Time: 1477.63 ms [2021-10-05 10:13:57 main:581] : INFO : Epoch 1763 | loss: 0.0311737 | val_loss: 0.0311829 | Time: 1603.84 ms [2021-10-05 10:13:58 main:581] : INFO : Epoch 1764 | loss: 0.0311748 | val_loss: 0.0311797 | Time: 1510.11 ms [2021-10-05 10:14:00 main:581] : INFO : Epoch 1765 | loss: 0.0311727 | val_loss: 0.0311796 | Time: 1464.45 ms [2021-10-05 10:14:01 main:581] : INFO : Epoch 1766 | loss: 0.0311724 | val_loss: 0.0311807 | Time: 1515.55 ms [2021-10-05 10:14:03 main:581] : INFO : Epoch 1767 | loss: 0.0311726 | val_loss: 0.0311797 | Time: 1454.62 ms [2021-10-05 10:14:04 main:581] : INFO : Epoch 1768 | loss: 0.0311725 | val_loss: 0.0311794 | Time: 1468.77 ms [2021-10-05 10:14:06 main:581] : INFO : Epoch 1769 | loss: 0.0311727 | val_loss: 0.0311787 | Time: 1522.62 ms [2021-10-05 10:14:07 main:581] : INFO : Epoch 1770 | loss: 0.031173 | val_loss: 0.0311836 | Time: 1501.03 ms [2021-10-05 10:14:08 main:581] : INFO : Epoch 1771 | loss: 0.0311723 | val_loss: 0.0311816 | Time: 1468.27 ms [2021-10-05 10:14:10 main:581] : INFO : Epoch 1772 | loss: 0.0311735 | val_loss: 0.0311812 | Time: 1659.5 ms [2021-10-05 10:14:12 main:581] : INFO : Epoch 1773 | loss: 0.0311712 | val_loss: 0.0311791 | Time: 1521.43 ms [2021-10-05 10:14:13 main:581] : INFO : Epoch 1774 | loss: 0.0311716 | val_loss: 0.0311788 | Time: 1450.73 ms [2021-10-05 10:14:15 main:581] : INFO : Epoch 1775 | loss: 0.0311718 | val_loss: 0.0311788 | Time: 1507.41 ms [2021-10-05 10:14:16 main:581] : INFO : Epoch 1776 | loss: 0.0311716 | val_loss: 0.0311792 | Time: 1500.13 ms [2021-10-05 10:14:18 main:581] : INFO : Epoch 1777 | loss: 0.0311758 | val_loss: 0.0311808 | Time: 1447.45 ms [2021-10-05 10:14:19 main:581] : INFO : Epoch 1778 | loss: 0.0311724 | val_loss: 0.031186 | Time: 1450.47 ms [2021-10-05 10:14:20 main:581] : INFO : Epoch 1779 | loss: 0.0311711 | val_loss: 0.0311796 | Time: 1446.36 ms [2021-10-05 10:14:22 main:581] : INFO : Epoch 1780 | loss: 0.0311708 | val_loss: 0.0311805 | Time: 1461.1 ms [2021-10-05 10:14:23 main:581] : INFO : Epoch 1781 | loss: 0.0311714 | val_loss: 0.0311801 | Time: 1480.74 ms [2021-10-05 10:14:25 main:581] : INFO : Epoch 1782 | loss: 0.0311708 | val_loss: 0.0311831 | Time: 1455 ms [2021-10-05 10:14:26 main:581] : INFO : Epoch 1783 | loss: 0.0311734 | val_loss: 0.0311819 | Time: 1448.21 ms [2021-10-05 10:14:28 main:581] : INFO : Epoch 1784 | loss: 0.0311729 | val_loss: 0.03118 | Time: 1449.93 ms [2021-10-05 10:14:29 main:581] : INFO : Epoch 1785 | loss: 0.0311747 | val_loss: 0.0311809 | Time: 1470.81 ms [2021-10-05 10:14:31 main:581] : INFO : Epoch 1786 | loss: 0.0311748 | val_loss: 0.0311808 | Time: 1445.57 ms [2021-10-05 10:14:32 main:581] : INFO : Epoch 1787 | loss: 0.0311741 | val_loss: 0.0311783 | Time: 1437.5 ms [2021-10-05 10:14:34 main:581] : INFO : Epoch 1788 | loss: 0.0311741 | val_loss: 0.0311801 | Time: 1454.81 ms [2021-10-05 10:14:35 main:581] : INFO : Epoch 1789 | loss: 0.0311735 | val_loss: 0.0311806 | Time: 1540.6 ms [2021-10-05 10:14:37 main:581] : INFO : Epoch 1790 | loss: 0.0311743 | val_loss: 0.0311829 | Time: 1450.11 ms [2021-10-05 10:14:38 main:581] : INFO : Epoch 1791 | loss: 0.0311746 | val_loss: 0.0311844 | Time: 1481.13 ms [2021-10-05 10:14:40 main:581] : INFO : Epoch 1792 | loss: 0.0311754 | val_loss: 0.0311802 | Time: 1477.28 ms [2021-10-05 10:14:41 main:581] : INFO : Epoch 1793 | loss: 0.0311724 | val_loss: 0.031181 | Time: 1481.12 ms [2021-10-05 10:14:43 main:581] : INFO : Epoch 1794 | loss: 0.0311717 | val_loss: 0.0311798 | Time: 1521.82 ms [2021-10-05 10:14:44 main:581] : INFO : Epoch 1795 | loss: 0.0311725 | val_loss: 0.0311818 | Time: 1482.07 ms [2021-10-05 10:14:45 main:581] : INFO : Epoch 1796 | loss: 0.031174 | val_loss: 0.0311799 | Time: 1444.95 ms [2021-10-05 10:14:47 main:581] : INFO : Epoch 1797 | loss: 0.031175 | val_loss: 0.0311792 | Time: 1442.07 ms [2021-10-05 10:14:48 main:581] : INFO : Epoch 1798 | loss: 0.0311768 | val_loss: 0.0311798 | Time: 1443.83 ms [2021-10-05 10:14:50 main:581] : INFO : Epoch 1799 | loss: 0.0311748 | val_loss: 0.0311816 | Time: 1450.98 ms [2021-10-05 10:14:51 main:581] : INFO : Epoch 1800 | loss: 0.0311731 | val_loss: 0.0311826 | Time: 1457.01 ms [2021-10-05 10:14:53 main:581] : INFO : Epoch 1801 | loss: 0.0311735 | val_loss: 0.0311814 | Time: 1449.08 ms [2021-10-05 10:14:54 main:581] : INFO : Epoch 1802 | loss: 0.0311715 | val_loss: 0.0311825 | Time: 1447.15 ms [2021-10-05 10:14:56 main:581] : INFO : Epoch 1803 | loss: 0.031171 | val_loss: 0.0311834 | Time: 1447.75 ms [2021-10-05 10:14:57 main:581] : INFO : Epoch 1804 | loss: 0.0311729 | val_loss: 0.0311834 | Time: 1445.79 ms [2021-10-05 10:14:58 main:581] : INFO : Epoch 1805 | loss: 0.0311718 | val_loss: 0.0311819 | Time: 1454.79 ms [2021-10-05 10:15:00 main:581] : INFO : Epoch 1806 | loss: 0.0311701 | val_loss: 0.0311816 | Time: 1456.15 ms [2021-10-05 10:15:01 main:581] : INFO : Epoch 1807 | loss: 0.0311718 | val_loss: 0.0311808 | Time: 1454.45 ms [2021-10-05 10:15:03 main:581] : INFO : Epoch 1808 | loss: 0.0311723 | val_loss: 0.0311847 | Time: 1455.54 ms [2021-10-05 10:15:04 main:581] : INFO : Epoch 1809 | loss: 0.0311754 | val_loss: 0.0311837 | Time: 1626.44 ms [2021-10-05 10:15:06 main:581] : INFO : Epoch 1810 | loss: 0.031171 | val_loss: 0.0311803 | Time: 1482.35 ms [2021-10-05 10:15:08 main:581] : INFO : Epoch 1811 | loss: 0.0311715 | val_loss: 0.0311884 | Time: 1609.52 ms [2021-10-05 10:15:09 main:581] : INFO : Epoch 1812 | loss: 0.0311721 | val_loss: 0.0311816 | Time: 1555.75 ms [2021-10-05 10:15:11 main:581] : INFO : Epoch 1813 | loss: 0.0311681 | val_loss: 0.0311795 | Time: 1474.62 ms [2021-10-05 10:15:12 main:581] : INFO : Epoch 1814 | loss: 0.0311689 | val_loss: 0.0311806 | Time: 1444.13 ms [2021-10-05 10:15:14 main:581] : INFO : Epoch 1815 | loss: 0.0311693 | val_loss: 0.0311798 | Time: 1467.11 ms [2021-10-05 10:15:15 main:581] : INFO : Epoch 1816 | loss: 0.031169 | val_loss: 0.0311796 | Time: 1438.62 ms [2021-10-05 10:15:16 main:581] : INFO : Epoch 1817 | loss: 0.0311672 | val_loss: 0.0311792 | Time: 1465.02 ms [2021-10-05 10:15:18 main:581] : INFO : Epoch 1818 | loss: 0.0311673 | val_loss: 0.0311818 | Time: 1443.69 ms [2021-10-05 10:15:19 main:581] : INFO : Epoch 1819 | loss: 0.0311671 | val_loss: 0.0311801 | Time: 1444.24 ms [2021-10-05 10:15:21 main:581] : INFO : Epoch 1820 | loss: 0.0311679 | val_loss: 0.0311788 | Time: 1442.31 ms [2021-10-05 10:15:22 main:581] : INFO : Epoch 1821 | loss: 0.0311688 | val_loss: 0.0311805 | Time: 1461.08 ms [2021-10-05 10:15:24 main:581] : INFO : Epoch 1822 | loss: 0.0311714 | val_loss: 0.0311797 | Time: 1469.69 ms [2021-10-05 10:15:25 main:581] : INFO : Epoch 1823 | loss: 0.0311707 | val_loss: 0.0311798 | Time: 1465.51 ms [2021-10-05 10:15:27 main:581] : INFO : Epoch 1824 | loss: 0.0311661 | val_loss: 0.0311908 | Time: 1440.57 ms [2021-10-05 10:15:28 main:581] : INFO : Epoch 1825 | loss: 0.03117 | val_loss: 0.031186 | Time: 1449.32 ms [2021-10-05 10:15:29 main:581] : INFO : Epoch 1826 | loss: 0.0311738 | val_loss: 0.0311815 | Time: 1447.1 ms [2021-10-05 10:15:31 main:581] : INFO : Epoch 1827 | loss: 0.0311673 | val_loss: 0.0311833 | Time: 1437.83 ms [2021-10-05 10:15:32 main:581] : INFO : Epoch 1828 | loss: 0.0311676 | val_loss: 0.0311792 | Time: 1422.19 ms [2021-10-05 10:15:34 main:581] : INFO : Epoch 1829 | loss: 0.0311659 | val_loss: 0.0311799 | Time: 1424.27 ms [2021-10-05 10:15:35 main:581] : INFO : Epoch 1830 | loss: 0.031171 | val_loss: 0.0311814 | Time: 1483.14 ms [2021-10-05 10:15:37 main:581] : INFO : Epoch 1831 | loss: 0.0311727 | val_loss: 0.0311824 | Time: 1453.46 ms [2021-10-05 10:15:38 main:581] : INFO : Epoch 1832 | loss: 0.0311716 | val_loss: 0.0311828 | Time: 1444.59 ms [2021-10-05 10:15:40 main:581] : INFO : Epoch 1833 | loss: 0.0311721 | val_loss: 0.0311802 | Time: 1483.82 ms [2021-10-05 10:15:41 main:581] : INFO : Epoch 1834 | loss: 0.0311728 | val_loss: 0.0311809 | Time: 1609.5 ms [2021-10-05 10:15:43 main:581] : INFO : Epoch 1835 | loss: 0.0311726 | val_loss: 0.0311842 | Time: 1592.84 ms [2021-10-05 10:15:45 main:581] : INFO : Epoch 1836 | loss: 0.0311702 | val_loss: 0.0311798 | Time: 1711.81 ms [2021-10-05 10:15:46 main:581] : INFO : Epoch 1837 | loss: 0.031172 | val_loss: 0.0311794 | Time: 1579.91 ms [2021-10-05 10:15:48 main:581] : INFO : Epoch 1838 | loss: 0.031174 | val_loss: 0.0311818 | Time: 1475.25 ms [2021-10-05 10:15:49 main:581] : INFO : Epoch 1839 | loss: 0.03117 | val_loss: 0.0311796 | Time: 1455.93 ms [2021-10-05 10:15:51 main:581] : INFO : Epoch 1840 | loss: 0.0311713 | val_loss: 0.0311873 | Time: 1503.41 ms [2021-10-05 10:15:52 main:581] : INFO : Epoch 1841 | loss: 0.0311697 | val_loss: 0.0311785 | Time: 1503.33 ms [2021-10-05 10:15:54 main:581] : INFO : Epoch 1842 | loss: 0.031167 | val_loss: 0.0311765 | Time: 1492.48 ms [2021-10-05 10:15:55 main:581] : INFO : Epoch 1843 | loss: 0.0311678 | val_loss: 0.031176 | Time: 1435.78 ms [2021-10-05 10:15:57 main:581] : INFO : Epoch 1844 | loss: 0.031167 | val_loss: 0.0311779 | Time: 1500.83 ms [2021-10-05 10:15:58 main:581] : INFO : Epoch 1845 | loss: 0.0311651 | val_loss: 0.0311767 | Time: 1442.85 ms [2021-10-05 10:15:59 main:581] : INFO : Epoch 1846 | loss: 0.0311654 | val_loss: 0.0311769 | Time: 1444.13 ms [2021-10-05 10:16:01 main:581] : INFO : Epoch 1847 | loss: 0.0311655 | val_loss: 0.0311806 | Time: 1493.45 ms [2021-10-05 10:16:02 main:581] : INFO : Epoch 1848 | loss: 0.0311659 | val_loss: 0.0311779 | Time: 1446.15 ms [2021-10-05 10:16:04 main:581] : INFO : Epoch 1849 | loss: 0.0311651 | val_loss: 0.0311806 | Time: 1444.56 ms [2021-10-05 10:16:05 main:581] : INFO : Epoch 1850 | loss: 0.0311658 | val_loss: 0.0311776 | Time: 1470.64 ms [2021-10-05 10:16:07 main:581] : INFO : Epoch 1851 | loss: 0.0311661 | val_loss: 0.0311771 | Time: 1500.91 ms [2021-10-05 10:16:08 main:581] : INFO : Epoch 1852 | loss: 0.0311652 | val_loss: 0.0311758 | Time: 1442.7 ms [2021-10-05 10:16:10 main:581] : INFO : Epoch 1853 | loss: 0.0311652 | val_loss: 0.0311768 | Time: 1473.84 ms [2021-10-05 10:16:11 main:581] : INFO : Epoch 1854 | loss: 0.0311653 | val_loss: 0.031179 | Time: 1477.16 ms [2021-10-05 10:16:13 main:581] : INFO : Epoch 1855 | loss: 0.0311679 | val_loss: 0.0311773 | Time: 1595.99 ms [2021-10-05 10:16:14 main:581] : INFO : Epoch 1856 | loss: 0.0311682 | val_loss: 0.0311756 | Time: 1634.52 ms [2021-10-05 10:16:16 main:581] : INFO : Epoch 1857 | loss: 0.0311667 | val_loss: 0.0311792 | Time: 1476.18 ms [2021-10-05 10:16:17 main:581] : INFO : Epoch 1858 | loss: 0.0311693 | val_loss: 0.031177 | Time: 1452.24 ms [2021-10-05 10:16:19 main:581] : INFO : Epoch 1859 | loss: 0.0311759 | val_loss: 0.0311765 | Time: 1443.25 ms [2021-10-05 10:16:20 main:581] : INFO : Epoch 1860 | loss: 0.031167 | val_loss: 0.0311808 | Time: 1549.25 ms [2021-10-05 10:16:22 main:581] : INFO : Epoch 1861 | loss: 0.0311671 | val_loss: 0.0311887 | Time: 1560.42 ms [2021-10-05 10:16:24 main:581] : INFO : Epoch 1862 | loss: 0.0311751 | val_loss: 0.0311908 | Time: 1685.78 ms [2021-10-05 10:16:25 main:581] : INFO : Epoch 1863 | loss: 0.0311755 | val_loss: 0.031179 | Time: 1493.19 ms [2021-10-05 10:16:27 main:581] : INFO : Epoch 1864 | loss: 0.0311665 | val_loss: 0.0311777 | Time: 1468.45 ms [2021-10-05 10:16:28 main:581] : INFO : Epoch 1865 | loss: 0.0311656 | val_loss: 0.0311774 | Time: 1494.92 ms [2021-10-05 10:16:29 main:581] : INFO : Epoch 1866 | loss: 0.0311676 | val_loss: 0.0311837 | Time: 1422.78 ms [2021-10-05 10:16:31 main:581] : INFO : Epoch 1867 | loss: 0.031167 | val_loss: 0.0311767 | Time: 1444.56 ms [2021-10-05 10:16:32 main:581] : INFO : Epoch 1868 | loss: 0.0311622 | val_loss: 0.0311773 | Time: 1444.94 ms [2021-10-05 10:16:34 main:581] : INFO : Epoch 1869 | loss: 0.0311638 | val_loss: 0.0311766 | Time: 1450.04 ms [2021-10-05 10:16:35 main:581] : INFO : Epoch 1870 | loss: 0.0311646 | val_loss: 0.0311756 | Time: 1446.44 ms [2021-10-05 10:16:37 main:581] : INFO : Epoch 1871 | loss: 0.0311636 | val_loss: 0.0311791 | Time: 1442.08 ms [2021-10-05 10:16:38 main:581] : INFO : Epoch 1872 | loss: 0.0311635 | val_loss: 0.0311739 | Time: 1446.28 ms [2021-10-05 10:16:40 main:581] : INFO : Epoch 1873 | loss: 0.0311656 | val_loss: 0.0311776 | Time: 1482.15 ms [2021-10-05 10:16:41 main:581] : INFO : Epoch 1874 | loss: 0.0311646 | val_loss: 0.0311752 | Time: 1448.71 ms [2021-10-05 10:16:42 main:581] : INFO : Epoch 1875 | loss: 0.0311627 | val_loss: 0.0311788 | Time: 1445.94 ms [2021-10-05 10:16:44 main:581] : INFO : Epoch 1876 | loss: 0.0311644 | val_loss: 0.0311746 | Time: 1449.66 ms [2021-10-05 10:16:45 main:581] : INFO : Epoch 1877 | loss: 0.0311615 | val_loss: 0.0311759 | Time: 1449.84 ms [2021-10-05 10:16:47 main:581] : INFO : Epoch 1878 | loss: 0.0311614 | val_loss: 0.0311794 | Time: 1449.26 ms [2021-10-05 10:16:48 main:581] : INFO : Epoch 1879 | loss: 0.0311632 | val_loss: 0.0311767 | Time: 1447.64 ms [2021-10-05 10:16:50 main:581] : INFO : Epoch 1880 | loss: 0.0311649 | val_loss: 0.0311774 | Time: 1445.63 ms [2021-10-05 10:16:51 main:581] : INFO : Epoch 1881 | loss: 0.0311646 | val_loss: 0.031178 | Time: 1446.37 ms [2021-10-05 10:16:53 main:581] : INFO : Epoch 1882 | loss: 0.0311644 | val_loss: 0.0311768 | Time: 1484.44 ms [2021-10-05 10:16:54 main:581] : INFO : Epoch 1883 | loss: 0.0311649 | val_loss: 0.0311735 | Time: 1446.89 ms [2021-10-05 10:16:56 main:581] : INFO : Epoch 1884 | loss: 0.0311633 | val_loss: 0.0311725 | Time: 1484.1 ms [2021-10-05 10:16:57 main:581] : INFO : Epoch 1885 | loss: 0.0311637 | val_loss: 0.0311745 | Time: 1449.08 ms [2021-10-05 10:16:59 main:581] : INFO : Epoch 1886 | loss: 0.031164 | val_loss: 0.0311874 | Time: 1550.4 ms [2021-10-05 10:17:00 main:581] : INFO : Epoch 1887 | loss: 0.0311648 | val_loss: 0.031182 | Time: 1570.8 ms [2021-10-05 10:17:02 main:581] : INFO : Epoch 1888 | loss: 0.0311638 | val_loss: 0.0311767 | Time: 1486.35 ms [2021-10-05 10:17:03 main:581] : INFO : Epoch 1889 | loss: 0.0311637 | val_loss: 0.0311758 | Time: 1448.14 ms [2021-10-05 10:17:05 main:581] : INFO : Epoch 1890 | loss: 0.0311671 | val_loss: 0.0311769 | Time: 1512.6 ms [2021-10-05 10:17:06 main:581] : INFO : Epoch 1891 | loss: 0.0311628 | val_loss: 0.0311723 | Time: 1592.85 ms [2021-10-05 10:17:08 main:581] : INFO : Epoch 1892 | loss: 0.0311611 | val_loss: 0.031174 | Time: 1614.67 ms [2021-10-05 10:17:09 main:581] : INFO : Epoch 1893 | loss: 0.03116 | val_loss: 0.0311747 | Time: 1568.32 ms [2021-10-05 10:17:11 main:581] : INFO : Epoch 1894 | loss: 0.0311619 | val_loss: 0.0311733 | Time: 1724.87 ms [2021-10-05 10:17:13 main:581] : INFO : Epoch 1895 | loss: 0.0311613 | val_loss: 0.0311729 | Time: 1751.11 ms [2021-10-05 10:17:14 main:581] : INFO : Epoch 1896 | loss: 0.0311627 | val_loss: 0.0311735 | Time: 1460.4 ms [2021-10-05 10:17:16 main:581] : INFO : Epoch 1897 | loss: 0.0311606 | val_loss: 0.0311737 | Time: 1422.88 ms [2021-10-05 10:17:17 main:581] : INFO : Epoch 1898 | loss: 0.0311655 | val_loss: 0.0311786 | Time: 1460.47 ms [2021-10-05 10:17:19 main:581] : INFO : Epoch 1899 | loss: 0.0311601 | val_loss: 0.0311725 | Time: 1708.61 ms [2021-10-05 10:17:20 main:581] : INFO : Epoch 1900 | loss: 0.0311641 | val_loss: 0.0311724 | Time: 1485.65 ms [2021-10-05 10:17:22 main:581] : INFO : Epoch 1901 | loss: 0.0311648 | val_loss: 0.031173 | Time: 1452.25 ms [2021-10-05 10:17:23 main:581] : INFO : Epoch 1902 | loss: 0.0311616 | val_loss: 0.0311727 | Time: 1449.12 ms [2021-10-05 10:17:25 main:581] : INFO : Epoch 1903 | loss: 0.0311657 | val_loss: 0.0311741 | Time: 1447.03 ms [2021-10-05 10:17:26 main:581] : INFO : Epoch 1904 | loss: 0.031161 | val_loss: 0.0311755 | Time: 1560.44 ms [2021-10-05 10:17:28 main:581] : INFO : Epoch 1905 | loss: 0.0311597 | val_loss: 0.0311726 | Time: 1453.06 ms [2021-10-05 10:17:29 main:581] : INFO : Epoch 1906 | loss: 0.0311585 | val_loss: 0.0311724 | Time: 1515.3 ms [2021-10-05 10:17:31 main:581] : INFO : Epoch 1907 | loss: 0.0311585 | val_loss: 0.0311721 | Time: 1551.62 ms [2021-10-05 10:17:32 main:581] : INFO : Epoch 1908 | loss: 0.031159 | val_loss: 0.0311735 | Time: 1537.52 ms [2021-10-05 10:17:34 main:581] : INFO : Epoch 1909 | loss: 0.0311622 | val_loss: 0.0311746 | Time: 1504.82 ms [2021-10-05 10:17:35 main:581] : INFO : Epoch 1910 | loss: 0.0311624 | val_loss: 0.0311773 | Time: 1522.9 ms [2021-10-05 10:17:37 main:581] : INFO : Epoch 1911 | loss: 0.0311639 | val_loss: 0.0311708 | Time: 1477.72 ms [2021-10-05 10:17:38 main:581] : INFO : Epoch 1912 | loss: 0.031163 | val_loss: 0.0311739 | Time: 1450.26 ms [2021-10-05 10:17:40 main:581] : INFO : Epoch 1913 | loss: 0.031163 | val_loss: 0.0311726 | Time: 1470.88 ms [2021-10-05 10:17:41 main:581] : INFO : Epoch 1914 | loss: 0.0311617 | val_loss: 0.0311726 | Time: 1441.44 ms [2021-10-05 10:17:43 main:581] : INFO : Epoch 1915 | loss: 0.0311633 | val_loss: 0.0311748 | Time: 1442.39 ms [2021-10-05 10:17:44 main:581] : INFO : Epoch 1916 | loss: 0.0311659 | val_loss: 0.0311884 | Time: 1595.74 ms [2021-10-05 10:17:46 main:581] : INFO : Epoch 1917 | loss: 0.0311633 | val_loss: 0.031171 | Time: 1668.39 ms [2021-10-05 10:17:48 main:581] : INFO : Epoch 1918 | loss: 0.0311622 | val_loss: 0.0311725 | Time: 1593.73 ms [2021-10-05 10:17:49 main:581] : INFO : Epoch 1919 | loss: 0.0311606 | val_loss: 0.0311719 | Time: 1552.14 ms [2021-10-05 10:17:51 main:581] : INFO : Epoch 1920 | loss: 0.0311661 | val_loss: 0.031174 | Time: 1458.42 ms [2021-10-05 10:17:52 main:581] : INFO : Epoch 1921 | loss: 0.0311653 | val_loss: 0.031173 | Time: 1497.2 ms [2021-10-05 10:17:54 main:581] : INFO : Epoch 1922 | loss: 0.0311616 | val_loss: 0.0311714 | Time: 1474.98 ms [2021-10-05 10:17:55 main:581] : INFO : Epoch 1923 | loss: 0.0311605 | val_loss: 0.0311718 | Time: 1479.95 ms [2021-10-05 10:17:56 main:581] : INFO : Epoch 1924 | loss: 0.0311618 | val_loss: 0.0311758 | Time: 1461.4 ms [2021-10-05 10:17:58 main:581] : INFO : Epoch 1925 | loss: 0.0311634 | val_loss: 0.0311736 | Time: 1482.59 ms [2021-10-05 10:17:59 main:581] : INFO : Epoch 1926 | loss: 0.0311626 | val_loss: 0.0311742 | Time: 1484.31 ms [2021-10-05 10:18:01 main:581] : INFO : Epoch 1927 | loss: 0.0311656 | val_loss: 0.0311764 | Time: 1448.74 ms [2021-10-05 10:18:02 main:581] : INFO : Epoch 1928 | loss: 0.0311658 | val_loss: 0.0311762 | Time: 1478.74 ms [2021-10-05 10:18:04 main:581] : INFO : Epoch 1929 | loss: 0.031169 | val_loss: 0.0311708 | Time: 1447.24 ms [2021-10-05 10:18:05 main:581] : INFO : Epoch 1930 | loss: 0.0311627 | val_loss: 0.0311728 | Time: 1435.12 ms [2021-10-05 10:18:07 main:581] : INFO : Epoch 1931 | loss: 0.031166 | val_loss: 0.0311745 | Time: 1417.77 ms [2021-10-05 10:18:08 main:581] : INFO : Epoch 1932 | loss: 0.0311659 | val_loss: 0.0311752 | Time: 1514.62 ms [2021-10-05 10:18:10 main:581] : INFO : Epoch 1933 | loss: 0.0311663 | val_loss: 0.0311748 | Time: 1654.89 ms [2021-10-05 10:18:11 main:581] : INFO : Epoch 1934 | loss: 0.0311654 | val_loss: 0.0311733 | Time: 1612.74 ms [2021-10-05 10:18:13 main:581] : INFO : Epoch 1935 | loss: 0.0311635 | val_loss: 0.0311726 | Time: 1453.96 ms [2021-10-05 10:18:14 main:581] : INFO : Epoch 1936 | loss: 0.0311661 | val_loss: 0.0311723 | Time: 1454.47 ms [2021-10-05 10:18:16 main:581] : INFO : Epoch 1937 | loss: 0.0311711 | val_loss: 0.0311732 | Time: 1688.35 ms [2021-10-05 10:18:18 main:581] : INFO : Epoch 1938 | loss: 0.0311694 | val_loss: 0.0311758 | Time: 1519.25 ms [2021-10-05 10:18:19 main:581] : INFO : Epoch 1939 | loss: 0.0311685 | val_loss: 0.031173 | Time: 1481.38 ms [2021-10-05 10:18:21 main:581] : INFO : Epoch 1940 | loss: 0.0311678 | val_loss: 0.0311798 | Time: 1443.71 ms [2021-10-05 10:18:22 main:581] : INFO : Epoch 1941 | loss: 0.0311665 | val_loss: 0.0311707 | Time: 1483.14 ms [2021-10-05 10:18:24 main:581] : INFO : Epoch 1942 | loss: 0.0311645 | val_loss: 0.0311799 | Time: 1661.86 ms [2021-10-05 10:18:25 main:581] : INFO : Epoch 1943 | loss: 0.0311691 | val_loss: 0.0311696 | Time: 1484.1 ms [2021-10-05 10:18:27 main:581] : INFO : Epoch 1944 | loss: 0.031163 | val_loss: 0.0311705 | Time: 1446.57 ms [2021-10-05 10:18:28 main:581] : INFO : Epoch 1945 | loss: 0.0311681 | val_loss: 0.0311705 | Time: 1561.76 ms [2021-10-05 10:18:30 main:581] : INFO : Epoch 1946 | loss: 0.0311683 | val_loss: 0.031171 | Time: 1421.15 ms [2021-10-05 10:18:31 main:581] : INFO : Epoch 1947 | loss: 0.0311657 | val_loss: 0.0311698 | Time: 1452.41 ms [2021-10-05 10:18:32 main:581] : INFO : Epoch 1948 | loss: 0.031164 | val_loss: 0.0311706 | Time: 1443.91 ms [2021-10-05 10:18:34 main:581] : INFO : Epoch 1949 | loss: 0.0311655 | val_loss: 0.0311734 | Time: 1521.27 ms [2021-10-05 10:18:35 main:581] : INFO : Epoch 1950 | loss: 0.0311671 | val_loss: 0.0311724 | Time: 1446.75 ms [2021-10-05 10:18:37 main:581] : INFO : Epoch 1951 | loss: 0.0311646 | val_loss: 0.0311694 | Time: 1445.04 ms [2021-10-05 10:18:38 main:581] : INFO : Epoch 1952 | loss: 0.0311623 | val_loss: 0.0311754 | Time: 1570.36 ms [2021-10-05 10:18:40 main:581] : INFO : Epoch 1953 | loss: 0.0311621 | val_loss: 0.0311699 | Time: 1481.93 ms [2021-10-05 10:18:41 main:581] : INFO : Epoch 1954 | loss: 0.0311633 | val_loss: 0.0311705 | Time: 1452.83 ms [2021-10-05 10:18:43 main:581] : INFO : Epoch 1955 | loss: 0.0311614 | val_loss: 0.0311759 | Time: 1454.41 ms [2021-10-05 10:18:44 main:581] : INFO : Epoch 1956 | loss: 0.0311629 | val_loss: 0.0311735 | Time: 1452.2 ms [2021-10-05 10:18:46 main:581] : INFO : Epoch 1957 | loss: 0.0311608 | val_loss: 0.03117 | Time: 1566.83 ms [2021-10-05 10:18:47 main:581] : INFO : Epoch 1958 | loss: 0.0311604 | val_loss: 0.0311714 | Time: 1449.03 ms [2021-10-05 10:18:49 main:581] : INFO : Epoch 1959 | loss: 0.0311619 | val_loss: 0.0311703 | Time: 1454.26 ms [2021-10-05 10:18:50 main:581] : INFO : Epoch 1960 | loss: 0.0311628 | val_loss: 0.0311699 | Time: 1451.77 ms [2021-10-05 10:18:52 main:581] : INFO : Epoch 1961 | loss: 0.031159 | val_loss: 0.0311712 | Time: 1623.05 ms [2021-10-05 10:18:53 main:581] : INFO : Epoch 1962 | loss: 0.0311589 | val_loss: 0.0311704 | Time: 1614.91 ms [2021-10-05 10:18:55 main:581] : INFO : Epoch 1963 | loss: 0.0311585 | val_loss: 0.0311711 | Time: 1543.89 ms [2021-10-05 10:18:56 main:581] : INFO : Epoch 1964 | loss: 0.0311598 | val_loss: 0.0311717 | Time: 1469.24 ms [2021-10-05 10:18:58 main:581] : INFO : Epoch 1965 | loss: 0.0311591 | val_loss: 0.0311735 | Time: 1468.28 ms [2021-10-05 10:18:59 main:581] : INFO : Epoch 1966 | loss: 0.0311586 | val_loss: 0.0311732 | Time: 1464.1 ms [2021-10-05 10:19:01 main:581] : INFO : Epoch 1967 | loss: 0.0311574 | val_loss: 0.031173 | Time: 1447.96 ms [2021-10-05 10:19:02 main:581] : INFO : Epoch 1968 | loss: 0.0311564 | val_loss: 0.0311724 | Time: 1452.1 ms [2021-10-05 10:19:04 main:581] : INFO : Epoch 1969 | loss: 0.0311583 | val_loss: 0.0311726 | Time: 1534.16 ms [2021-10-05 10:19:05 main:581] : INFO : Epoch 1970 | loss: 0.0311623 | val_loss: 0.0311759 | Time: 1537.05 ms [2021-10-05 10:19:07 main:581] : INFO : Epoch 1971 | loss: 0.03116 | val_loss: 0.0311791 | Time: 1476.1 ms [2021-10-05 10:19:08 main:581] : INFO : Epoch 1972 | loss: 0.031159 | val_loss: 0.0311726 | Time: 1445.47 ms [2021-10-05 10:19:10 main:581] : INFO : Epoch 1973 | loss: 0.0311568 | val_loss: 0.0311724 | Time: 1455.15 ms [2021-10-05 10:19:11 main:581] : INFO : Epoch 1974 | loss: 0.0311545 | val_loss: 0.0311717 | Time: 1527.85 ms [2021-10-05 10:19:13 main:581] : INFO : Epoch 1975 | loss: 0.031155 | val_loss: 0.0311706 | Time: 1445.13 ms [2021-10-05 10:19:14 main:581] : INFO : Epoch 1976 | loss: 0.0311548 | val_loss: 0.031172 | Time: 1448.15 ms [2021-10-05 10:19:16 main:581] : INFO : Epoch 1977 | loss: 0.0311551 | val_loss: 0.0311702 | Time: 1445.9 ms [2021-10-05 10:19:17 main:581] : INFO : Epoch 1978 | loss: 0.0311601 | val_loss: 0.0311699 | Time: 1480.39 ms [2021-10-05 10:19:19 main:581] : INFO : Epoch 1979 | loss: 0.0311625 | val_loss: 0.0311735 | Time: 1478.88 ms [2021-10-05 10:19:20 main:581] : INFO : Epoch 1980 | loss: 0.0311616 | val_loss: 0.0311698 | Time: 1448.64 ms [2021-10-05 10:19:21 main:581] : INFO : Epoch 1981 | loss: 0.0311584 | val_loss: 0.0311695 | Time: 1447.28 ms [2021-10-05 10:19:23 main:581] : INFO : Epoch 1982 | loss: 0.0311571 | val_loss: 0.0311703 | Time: 1480.35 ms [2021-10-05 10:19:24 main:581] : INFO : Epoch 1983 | loss: 0.031156 | val_loss: 0.0311725 | Time: 1445.73 ms [2021-10-05 10:19:26 main:581] : INFO : Epoch 1984 | loss: 0.0311557 | val_loss: 0.0311731 | Time: 1477.92 ms [2021-10-05 10:19:27 main:581] : INFO : Epoch 1985 | loss: 0.0311571 | val_loss: 0.031175 | Time: 1446.7 ms [2021-10-05 10:19:29 main:581] : INFO : Epoch 1986 | loss: 0.0311541 | val_loss: 0.0311687 | Time: 1450.57 ms [2021-10-05 10:19:30 main:581] : INFO : Epoch 1987 | loss: 0.0311551 | val_loss: 0.0311842 | Time: 1454.23 ms [2021-10-05 10:19:32 main:581] : INFO : Epoch 1988 | loss: 0.0311623 | val_loss: 0.0311708 | Time: 1452.33 ms [2021-10-05 10:19:33 main:581] : INFO : Epoch 1989 | loss: 0.0311607 | val_loss: 0.03117 | Time: 1488.22 ms [2021-10-05 10:19:35 main:581] : INFO : Epoch 1990 | loss: 0.0311574 | val_loss: 0.0311711 | Time: 1524.92 ms [2021-10-05 10:19:36 main:581] : INFO : Epoch 1991 | loss: 0.0311533 | val_loss: 0.0311734 | Time: 1474.96 ms [2021-10-05 10:19:38 main:581] : INFO : Epoch 1992 | loss: 0.0311529 | val_loss: 0.0311733 | Time: 1505.62 ms [2021-10-05 10:19:39 main:581] : INFO : Epoch 1993 | loss: 0.0311513 | val_loss: 0.0311718 | Time: 1449.28 ms [2021-10-05 10:19:41 main:581] : INFO : Epoch 1994 | loss: 0.0311524 | val_loss: 0.0311793 | Time: 1477.99 ms [2021-10-05 10:19:42 main:581] : INFO : Epoch 1995 | loss: 0.0311542 | val_loss: 0.0311716 | Time: 1455.89 ms [2021-10-05 10:19:44 main:581] : INFO : Epoch 1996 | loss: 0.0311557 | val_loss: 0.0311749 | Time: 1455.97 ms [2021-10-05 10:19:45 main:581] : INFO : Epoch 1997 | loss: 0.0311527 | val_loss: 0.0311764 | Time: 1542.5 ms [2021-10-05 10:19:47 main:581] : INFO : Epoch 1998 | loss: 0.0311531 | val_loss: 0.0311712 | Time: 1699.08 ms [2021-10-05 10:19:48 main:581] : INFO : Epoch 1999 | loss: 0.0311524 | val_loss: 0.0311709 | Time: 1564.22 ms [2021-10-05 10:19:50 main:581] : INFO : Epoch 2000 | loss: 0.0311523 | val_loss: 0.0311752 | Time: 1498.53 ms [2021-10-05 10:19:51 main:581] : INFO : Epoch 2001 | loss: 0.0311535 | val_loss: 0.031172 | Time: 1450.19 ms [2021-10-05 10:19:53 main:581] : INFO : Epoch 2002 | loss: 0.031153 | val_loss: 0.0311715 | Time: 1452.08 ms [2021-10-05 10:19:54 main:581] : INFO : Epoch 2003 | loss: 0.0311552 | val_loss: 0.0311738 | Time: 1470.43 ms [2021-10-05 10:19:56 main:581] : INFO : Epoch 2004 | loss: 0.0311546 | val_loss: 0.031172 | Time: 1461.35 ms [2021-10-05 10:19:57 main:581] : INFO : Epoch 2005 | loss: 0.0311513 | val_loss: 0.0311731 | Time: 1426.22 ms [2021-10-05 10:19:59 main:581] : INFO : Epoch 2006 | loss: 0.0311524 | val_loss: 0.0311777 | Time: 1594.45 ms [2021-10-05 10:20:00 main:581] : INFO : Epoch 2007 | loss: 0.0311545 | val_loss: 0.0311787 | Time: 1440.5 ms [2021-10-05 10:20:02 main:581] : INFO : Epoch 2008 | loss: 0.0311548 | val_loss: 0.0311721 | Time: 1448.2 ms [2021-10-05 10:20:03 main:581] : INFO : Epoch 2009 | loss: 0.0311507 | val_loss: 0.0311727 | Time: 1432.45 ms [2021-10-05 10:20:04 main:581] : INFO : Epoch 2010 | loss: 0.0311534 | val_loss: 0.0311691 | Time: 1449.94 ms [2021-10-05 10:20:06 main:581] : INFO : Epoch 2011 | loss: 0.0311532 | val_loss: 0.0311794 | Time: 1497.01 ms [2021-10-05 10:20:07 main:581] : INFO : Epoch 2012 | loss: 0.0311549 | val_loss: 0.0311737 | Time: 1421.42 ms [2021-10-05 10:20:09 main:581] : INFO : Epoch 2013 | loss: 0.0311514 | val_loss: 0.0311712 | Time: 1417.74 ms [2021-10-05 10:20:10 main:581] : INFO : Epoch 2014 | loss: 0.0311513 | val_loss: 0.0311718 | Time: 1644.98 ms [2021-10-05 10:20:12 main:581] : INFO : Epoch 2015 | loss: 0.0311492 | val_loss: 0.0311713 | Time: 1560.86 ms [2021-10-05 10:20:13 main:581] : INFO : Epoch 2016 | loss: 0.0311492 | val_loss: 0.0311687 | Time: 1450.95 ms [2021-10-05 10:20:15 main:581] : INFO : Epoch 2017 | loss: 0.0311492 | val_loss: 0.0311713 | Time: 1454.61 ms [2021-10-05 10:20:17 main:581] : INFO : Epoch 2018 | loss: 0.0311486 | val_loss: 0.0311703 | Time: 1599.01 ms [2021-10-05 10:20:18 main:581] : INFO : Epoch 2019 | loss: 0.0311528 | val_loss: 0.0311697 | Time: 1567.14 ms [2021-10-05 10:20:20 main:581] : INFO : Epoch 2020 | loss: 0.0311505 | val_loss: 0.0311725 | Time: 1536.7 ms [2021-10-05 10:20:21 main:581] : INFO : Epoch 2021 | loss: 0.0311536 | val_loss: 0.031174 | Time: 1495.81 ms [2021-10-05 10:20:23 main:581] : INFO : Epoch 2022 | loss: 0.0311535 | val_loss: 0.031168 | Time: 1424.85 ms [2021-10-05 10:20:24 main:581] : INFO : Epoch 2023 | loss: 0.0311512 | val_loss: 0.0311676 | Time: 1430.02 ms [2021-10-05 10:20:25 main:581] : INFO : Epoch 2024 | loss: 0.0311495 | val_loss: 0.0311686 | Time: 1486.13 ms [2021-10-05 10:20:27 main:581] : INFO : Epoch 2025 | loss: 0.031152 | val_loss: 0.0311692 | Time: 1442.88 ms [2021-10-05 10:20:28 main:581] : INFO : Epoch 2026 | loss: 0.0311492 | val_loss: 0.0311698 | Time: 1442.02 ms [2021-10-05 10:20:30 main:581] : INFO : Epoch 2027 | loss: 0.0311489 | val_loss: 0.031168 | Time: 1448.04 ms [2021-10-05 10:20:31 main:581] : INFO : Epoch 2028 | loss: 0.0311482 | val_loss: 0.0311717 | Time: 1462.76 ms [2021-10-05 10:20:33 main:581] : INFO : Epoch 2029 | loss: 0.0311487 | val_loss: 0.0311685 | Time: 1447.55 ms [2021-10-05 10:20:34 main:581] : INFO : Epoch 2030 | loss: 0.0311495 | val_loss: 0.0311708 | Time: 1460.56 ms [2021-10-05 10:20:36 main:581] : INFO : Epoch 2031 | loss: 0.0311483 | val_loss: 0.0311716 | Time: 1453.19 ms [2021-10-05 10:20:37 main:581] : INFO : Epoch 2032 | loss: 0.0311461 | val_loss: 0.0311702 | Time: 1520.55 ms [2021-10-05 10:20:39 main:581] : INFO : Epoch 2033 | loss: 0.031147 | val_loss: 0.0311724 | Time: 1465.04 ms [2021-10-05 10:20:40 main:581] : INFO : Epoch 2034 | loss: 0.0311468 | val_loss: 0.0311722 | Time: 1447.2 ms [2021-10-05 10:20:42 main:581] : INFO : Epoch 2035 | loss: 0.0311456 | val_loss: 0.0311725 | Time: 1476.06 ms [2021-10-05 10:20:43 main:581] : INFO : Epoch 2036 | loss: 0.0311492 | val_loss: 0.0311749 | Time: 1504.53 ms [2021-10-05 10:20:44 main:581] : INFO : Epoch 2037 | loss: 0.0311505 | val_loss: 0.0311716 | Time: 1444 ms [2021-10-05 10:20:46 main:581] : INFO : Epoch 2038 | loss: 0.0311515 | val_loss: 0.0311697 | Time: 1634.08 ms [2021-10-05 10:20:48 main:581] : INFO : Epoch 2039 | loss: 0.0311498 | val_loss: 0.0311733 | Time: 1532.34 ms [2021-10-05 10:20:49 main:581] : INFO : Epoch 2040 | loss: 0.0311508 | val_loss: 0.0311742 | Time: 1569.4 ms [2021-10-05 10:20:51 main:581] : INFO : Epoch 2041 | loss: 0.0311464 | val_loss: 0.0311728 | Time: 1496.89 ms [2021-10-05 10:20:52 main:581] : INFO : Epoch 2042 | loss: 0.0311469 | val_loss: 0.0311726 | Time: 1549.69 ms [2021-10-05 10:20:54 main:581] : INFO : Epoch 2043 | loss: 0.0311464 | val_loss: 0.0311776 | Time: 1473.08 ms [2021-10-05 10:20:55 main:581] : INFO : Epoch 2044 | loss: 0.0311463 | val_loss: 0.0311722 | Time: 1427.76 ms [2021-10-05 10:20:57 main:581] : INFO : Epoch 2045 | loss: 0.0311459 | val_loss: 0.0311716 | Time: 1570.81 ms [2021-10-05 10:20:58 main:581] : INFO : Epoch 2046 | loss: 0.0311459 | val_loss: 0.0311742 | Time: 1421.67 ms [2021-10-05 10:21:00 main:581] : INFO : Epoch 2047 | loss: 0.031147 | val_loss: 0.0311779 | Time: 1415.95 ms [2021-10-05 10:21:01 main:581] : INFO : Epoch 2048 | loss: 0.0311461 | val_loss: 0.0311727 | Time: 1557.85 ms [2021-10-05 10:21:01 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311727 [2021-10-05 10:21:01 main:610] : INFO : Saving end state to config to file [2021-10-05 10:21:01 main:615] : INFO : Success, exiting.. 10:21:01 (35219): 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)