Task 7860004
| Name | ParityModified-1631729593-24586-3_1 |
| Workunit | 5303080 |
| Created | 6 Oct 2021, 11:02:26 UTC |
| Sent | 6 Oct 2021, 13:19:35 UTC |
| Report deadline | 13 Oct 2021, 13:19:35 UTC |
| Received | 7 Oct 2021, 2:42:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 49 min 49 sec |
| CPU time | 49 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,566.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.41 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311716 | val_loss: 0.0311734 | Time: 1485.58 ms
[2021-10-06 22:19:47 main:581] : INFO : Epoch 1539 | loss: 0.0311711 | val_loss: 0.0311733 | Time: 1444.62 ms
[2021-10-06 22:19:49 main:581] : INFO : Epoch 1540 | loss: 0.0311704 | val_loss: 0.0311775 | Time: 1465.28 ms
[2021-10-06 22:19:50 main:581] : INFO : Epoch 1541 | loss: 0.0311736 | val_loss: 0.0311757 | Time: 1457.27 ms
[2021-10-06 22:19:52 main:581] : INFO : Epoch 1542 | loss: 0.0311738 | val_loss: 0.0311723 | Time: 1457.57 ms
[2021-10-06 22:19:53 main:581] : INFO : Epoch 1543 | loss: 0.0311741 | val_loss: 0.0311748 | Time: 1464.93 ms
[2021-10-06 22:19:55 main:581] : INFO : Epoch 1544 | loss: 0.0311785 | val_loss: 0.0311734 | Time: 1492.04 ms
[2021-10-06 22:19:56 main:581] : INFO : Epoch 1545 | loss: 0.0311757 | val_loss: 0.031173 | Time: 1486.17 ms
[2021-10-06 22:19:58 main:581] : INFO : Epoch 1546 | loss: 0.0311767 | val_loss: 0.0311715 | Time: 1479.36 ms
[2021-10-06 22:19:59 main:581] : INFO : Epoch 1547 | loss: 0.0311728 | val_loss: 0.0311699 | Time: 1475.35 ms
[2021-10-06 22:20:01 main:581] : INFO : Epoch 1548 | loss: 0.0311705 | val_loss: 0.0311702 | Time: 1482.36 ms
[2021-10-06 22:20:02 main:581] : INFO : Epoch 1549 | loss: 0.0311708 | val_loss: 0.0311726 | Time: 1476.74 ms
[2021-10-06 22:20:03 main:581] : INFO : Epoch 1550 | loss: 0.0311723 | val_loss: 0.0311784 | Time: 1450.04 ms
[2021-10-06 22:20:05 main:581] : INFO : Epoch 1551 | loss: 0.0311767 | val_loss: 0.0311761 | Time: 1449.66 ms
[2021-10-06 22:20:06 main:581] : INFO : Epoch 1552 | loss: 0.0311741 | val_loss: 0.0311707 | Time: 1458.23 ms
[2021-10-06 22:20:08 main:581] : INFO : Epoch 1553 | loss: 0.0311703 | val_loss: 0.03117 | Time: 1452.62 ms
[2021-10-06 22:20:09 main:581] : INFO : Epoch 1554 | loss: 0.0311704 | val_loss: 0.0311719 | Time: 1473.06 ms
[2021-10-06 22:20:11 main:581] : INFO : Epoch 1555 | loss: 0.0311747 | val_loss: 0.0311719 | Time: 1456.87 ms
[2021-10-06 22:20:12 main:581] : INFO : Epoch 1556 | loss: 0.0311742 | val_loss: 0.0311699 | Time: 1463.61 ms
[2021-10-06 22:20:14 main:581] : INFO : Epoch 1557 | loss: 0.0311741 | val_loss: 0.0311734 | Time: 1464.21 ms
[2021-10-06 22:20:15 main:581] : INFO : Epoch 1558 | loss: 0.0311774 | val_loss: 0.0311755 | Time: 1456.8 ms
[2021-10-06 22:20:17 main:581] : INFO : Epoch 1559 | loss: 0.0311796 | val_loss: 0.0311859 | Time: 1479.34 ms
[2021-10-06 22:20:18 main:581] : INFO : Epoch 1560 | loss: 0.0311788 | val_loss: 0.03118 | Time: 1465.21 ms
[2021-10-06 22:20:20 main:581] : INFO : Epoch 1561 | loss: 0.0311747 | val_loss: 0.0311746 | Time: 1457.93 ms
[2021-10-06 22:20:21 main:581] : INFO : Epoch 1562 | loss: 0.031172 | val_loss: 0.0311708 | Time: 1455.48 ms
[2021-10-06 22:20:22 main:581] : INFO : Epoch 1563 | loss: 0.0311709 | val_loss: 0.0311713 | Time: 1457.86 ms
[2021-10-06 22:20:24 main:581] : INFO : Epoch 1564 | loss: 0.0311729 | val_loss: 0.0311773 | Time: 1479.17 ms
[2021-10-06 22:20:25 main:581] : INFO : Epoch 1565 | loss: 0.0311731 | val_loss: 0.0311725 | Time: 1464.06 ms
[2021-10-06 22:20:27 main:581] : INFO : Epoch 1566 | loss: 0.0311697 | val_loss: 0.0311695 | Time: 1452.23 ms
[2021-10-06 22:20:28 main:581] : INFO : Epoch 1567 | loss: 0.031179 | val_loss: 0.0311858 | Time: 1456.4 ms
[2021-10-06 22:20:30 main:581] : INFO : Epoch 1568 | loss: 0.0311846 | val_loss: 0.0311835 | Time: 1447.27 ms
[2021-10-06 22:20:31 main:581] : INFO : Epoch 1569 | loss: 0.0311826 | val_loss: 0.0311791 | Time: 1457.57 ms
[2021-10-06 22:20:33 main:581] : INFO : Epoch 1570 | loss: 0.0311805 | val_loss: 0.0311788 | Time: 1452.79 ms
[2021-10-06 22:20:34 main:581] : INFO : Epoch 1571 | loss: 0.0311796 | val_loss: 0.0311786 | Time: 1442.03 ms
[2021-10-06 22:20:36 main:581] : INFO : Epoch 1572 | loss: 0.0311777 | val_loss: 0.0311786 | Time: 1472.31 ms
[2021-10-06 22:20:37 main:581] : INFO : Epoch 1573 | loss: 0.0311771 | val_loss: 0.0311783 | Time: 1443.3 ms
[2021-10-06 22:20:39 main:581] : INFO : Epoch 1574 | loss: 0.0311763 | val_loss: 0.0311787 | Time: 1470.54 ms
[2021-10-06 22:20:40 main:581] : INFO : Epoch 1575 | loss: 0.0311757 | val_loss: 0.0311768 | Time: 1474.48 ms
[2021-10-06 22:20:41 main:581] : INFO : Epoch 1576 | loss: 0.0311757 | val_loss: 0.031181 | Time: 1466.85 ms
[2021-10-06 22:20:43 main:581] : INFO : Epoch 1577 | loss: 0.0311779 | val_loss: 0.0311769 | Time: 1444.75 ms
[2021-10-06 22:20:44 main:581] : INFO : Epoch 1578 | loss: 0.0311759 | val_loss: 0.0311776 | Time: 1454.72 ms
[2021-10-06 22:20:46 main:581] : INFO : Epoch 1579 | loss: 0.0311775 | val_loss: 0.0311797 | Time: 1451.94 ms
[2021-10-06 22:20:47 main:581] : INFO : Epoch 1580 | loss: 0.0311755 | val_loss: 0.0311788 | Time: 1436.16 ms
[2021-10-06 22:20:49 main:581] : INFO : Epoch 1581 | loss: 0.0311756 | val_loss: 0.0311797 | Time: 1462.08 ms
[2021-10-06 22:20:50 main:581] : INFO : Epoch 1582 | loss: 0.0311741 | val_loss: 0.0311809 | Time: 1444.65 ms
[2021-10-06 22:20:52 main:581] : INFO : Epoch 1583 | loss: 0.0311763 | val_loss: 0.0311761 | Time: 1434.77 ms
[2021-10-06 22:20:53 main:581] : INFO : Epoch 1584 | loss: 0.0311745 | val_loss: 0.0311769 | Time: 1446.06 ms
[2021-10-06 22:20:54 main:581] : INFO : Epoch 1585 | loss: 0.0311765 | val_loss: 0.031178 | Time: 1457.32 ms
[2021-10-06 22:20:56 main:581] : INFO : Epoch 1586 | loss: 0.0311831 | val_loss: 0.0311916 | Time: 1462 ms
[2021-10-06 22:20:57 main:581] : INFO : Epoch 1587 | loss: 0.0311787 | val_loss: 0.0311785 | Time: 1461.89 ms
[2021-10-06 22:20:59 main:581] : INFO : Epoch 1588 | loss: 0.0311747 | val_loss: 0.0311768 | Time: 1470.83 ms
[2021-10-06 22:21:00 main:581] : INFO : Epoch 1589 | loss: 0.0311738 | val_loss: 0.0311773 | Time: 1465.05 ms
[2021-10-06 22:21:02 main:581] : INFO : Epoch 1590 | loss: 0.0311738 | val_loss: 0.0311794 | Time: 1497.06 ms
[2021-10-06 22:21:03 main:581] : INFO : Epoch 1591 | loss: 0.0311735 | val_loss: 0.0311833 | Time: 1486.26 ms
[2021-10-06 22:21:05 main:581] : INFO : Epoch 1592 | loss: 0.0311767 | val_loss: 0.03118 | Time: 1472.03 ms
[2021-10-06 22:21:06 main:581] : INFO : Epoch 1593 | loss: 0.0311743 | val_loss: 0.0311796 | Time: 1451.62 ms
[2021-10-06 22:21:08 main:581] : INFO : Epoch 1594 | loss: 0.0311739 | val_loss: 0.0311769 | Time: 1456.72 ms
[2021-10-06 22:21:09 main:581] : INFO : Epoch 1595 | loss: 0.0311727 | val_loss: 0.0311776 | Time: 1462.31 ms
[2021-10-06 22:21:11 main:581] : INFO : Epoch 1596 | loss: 0.0311728 | val_loss: 0.0311772 | Time: 1451.16 ms
[2021-10-06 22:21:12 main:581] : INFO : Epoch 1597 | loss: 0.031172 | val_loss: 0.0311781 | Time: 1441.25 ms
[2021-10-06 22:21:14 main:581] : INFO : Epoch 1598 | loss: 0.0311727 | val_loss: 0.0311763 | Time: 1448.01 ms
[2021-10-06 22:21:15 main:581] : INFO : Epoch 1599 | loss: 0.0311724 | val_loss: 0.0311786 | Time: 1475.71 ms
[2021-10-06 22:21:16 main:581] : INFO : Epoch 1600 | loss: 0.0311719 | val_loss: 0.0311775 | Time: 1459.82 ms
[2021-10-06 22:21:18 main:581] : INFO : Epoch 1601 | loss: 0.0311717 | val_loss: 0.0311774 | Time: 1478.35 ms
[2021-10-06 22:21:19 main:581] : INFO : Epoch 1602 | loss: 0.0311708 | val_loss: 0.0311765 | Time: 1455.69 ms
[2021-10-06 22:21:21 main:581] : INFO : Epoch 1603 | loss: 0.0311735 | val_loss: 0.0311815 | Time: 1460.33 ms
[2021-10-06 22:21:22 main:581] : INFO : Epoch 1604 | loss: 0.0311743 | val_loss: 0.031178 | Time: 1459.66 ms
[2021-10-06 22:21:24 main:581] : INFO : Epoch 1605 | loss: 0.0311766 | val_loss: 0.0311859 | Time: 1454.96 ms
[2021-10-06 22:21:25 main:581] : INFO : Epoch 1606 | loss: 0.0311775 | val_loss: 0.0311787 | Time: 1475.6 ms
[2021-10-06 22:21:27 main:581] : INFO : Epoch 1607 | loss: 0.0311775 | val_loss: 0.0311784 | Time: 1434.95 ms
[2021-10-06 22:21:28 main:581] : INFO : Epoch 1608 | loss: 0.0311768 | val_loss: 0.0311811 | Time: 1485.56 ms
[2021-10-06 22:21:30 main:581] : INFO : Epoch 1609 | loss: 0.0311761 | val_loss: 0.0311809 | Time: 1480.86 ms
[2021-10-06 22:21:31 main:581] : INFO : Epoch 1610 | loss: 0.0311772 | val_loss: 0.0311766 | Time: 1455.88 ms
[2021-10-06 22:21:33 main:581] : INFO : Epoch 1611 | loss: 0.0311746 | val_loss: 0.0311763 | Time: 1451.34 ms
[2021-10-06 22:21:34 main:581] : INFO : Epoch 1612 | loss: 0.0311745 | val_loss: 0.0311763 | Time: 1451.7 ms
[2021-10-06 22:21:35 main:581] : INFO : Epoch 1613 | loss: 0.0311741 | val_loss: 0.0311768 | Time: 1455.38 ms
[2021-10-06 22:21:37 main:581] : INFO : Epoch 1614 | loss: 0.0311735 | val_loss: 0.0311759 | Time: 1463.54 ms
[2021-10-06 22:21:38 main:581] : INFO : Epoch 1615 | loss: 0.0311731 | val_loss: 0.0311768 | Time: 1440.5 ms
[2021-10-06 22:21:40 main:581] : INFO : Epoch 1616 | loss: 0.0311727 | val_loss: 0.0311761 | Time: 1460.04 ms
[2021-10-06 22:21:41 main:581] : INFO : Epoch 1617 | loss: 0.0311732 | val_loss: 0.0311764 | Time: 1440.45 ms
[2021-10-06 22:21:43 main:581] : INFO : Epoch 1618 | loss: 0.0311745 | val_loss: 0.0311748 | Time: 1465.28 ms
[2021-10-06 22:21:44 main:581] : INFO : Epoch 1619 | loss: 0.0311733 | val_loss: 0.0311756 | Time: 1481.34 ms
[2021-10-06 22:21:46 main:581] : INFO : Epoch 1620 | loss: 0.0311736 | val_loss: 0.0311756 | Time: 1470.24 ms
[2021-10-06 22:21:47 main:581] : INFO : Epoch 1621 | loss: 0.0311714 | val_loss: 0.0311773 | Time: 1477.89 ms
[2021-10-06 22:21:49 main:581] : INFO : Epoch 1622 | loss: 0.031171 | val_loss: 0.0311755 | Time: 1472 ms
[2021-10-06 22:21:50 main:581] : INFO : Epoch 1623 | loss: 0.0311719 | val_loss: 0.0311754 | Time: 1476.19 ms
[2021-10-06 22:21:52 main:581] : INFO : Epoch 1624 | loss: 0.031174 | val_loss: 0.03118 | Time: 1470.34 ms
[2021-10-06 22:21:53 main:581] : INFO : Epoch 1625 | loss: 0.0311745 | val_loss: 0.0311758 | Time: 1464.56 ms
[2021-10-06 22:21:55 main:581] : INFO : Epoch 1626 | loss: 0.0311749 | val_loss: 0.0311777 | Time: 1496.01 ms
[2021-10-06 22:21:56 main:581] : INFO : Epoch 1627 | loss: 0.0311795 | val_loss: 0.0311931 | Time: 1467.74 ms
[2021-10-06 22:21:57 main:581] : INFO : Epoch 1628 | loss: 0.031175 | val_loss: 0.0311776 | Time: 1476.31 ms
[2021-10-06 22:21:59 main:581] : INFO : Epoch 1629 | loss: 0.0311721 | val_loss: 0.0311766 | Time: 1465.82 ms
[2021-10-06 22:22:00 main:581] : INFO : Epoch 1630 | loss: 0.0311724 | val_loss: 0.0311764 | Time: 1454.77 ms
[2021-10-06 22:22:02 main:581] : INFO : Epoch 1631 | loss: 0.0311715 | val_loss: 0.031174 | Time: 1452.04 ms
[2021-10-06 22:22:03 main:581] : INFO : Epoch 1632 | loss: 0.0311714 | val_loss: 0.0311756 | Time: 1457.08 ms
[2021-10-06 22:22:05 main:581] : INFO : Epoch 1633 | loss: 0.0311716 | val_loss: 0.0311751 | Time: 1466.32 ms
[2021-10-06 22:22:06 main:581] : INFO : Epoch 1634 | loss: 0.0311711 | val_loss: 0.0311793 | Time: 1491.55 ms
[2021-10-06 22:22:08 main:581] : INFO : Epoch 1635 | loss: 0.0311745 | val_loss: 0.0311749 | Time: 1490.63 ms
[2021-10-06 22:22:09 main:581] : INFO : Epoch 1636 | loss: 0.0311757 | val_loss: 0.0311748 | Time: 1500.48 ms
[2021-10-06 22:22:11 main:581] : INFO : Epoch 1637 | loss: 0.0311721 | val_loss: 0.0311794 | Time: 1479.38 ms
[2021-10-06 22:22:12 main:581] : INFO : Epoch 1638 | loss: 0.0311724 | val_loss: 0.0311823 | Time: 1465.86 ms
[2021-10-06 22:22:14 main:581] : INFO : Epoch 1639 | loss: 0.0311732 | val_loss: 0.0311749 | Time: 1488.14 ms
[2021-10-06 22:22:15 main:581] : INFO : Epoch 1640 | loss: 0.0311754 | val_loss: 0.0311836 | Time: 1450.06 ms
[2021-10-06 22:22:17 main:581] : INFO : Epoch 1641 | loss: 0.0311724 | val_loss: 0.0311789 | Time: 1473.95 ms
[2021-10-06 22:22:18 main:581] : INFO : Epoch 1642 | loss: 0.0311711 | val_loss: 0.0311726 | Time: 1498.04 ms
[2021-10-06 22:22:20 main:581] : INFO : Epoch 1643 | loss: 0.0311712 | val_loss: 0.0311746 | Time: 1469.51 ms
[2021-10-06 22:22:21 main:581] : INFO : Epoch 1644 | loss: 0.0311691 | val_loss: 0.0311741 | Time: 1474 ms
[2021-10-06 22:22:23 main:581] : INFO : Epoch 1645 | loss: 0.0311687 | val_loss: 0.0311735 | Time: 1462.44 ms
[2021-10-06 22:22:24 main:581] : INFO : Epoch 1646 | loss: 0.0311693 | val_loss: 0.031176 | Time: 1453.54 ms
[2021-10-06 22:22:25 main:581] : INFO : Epoch 1647 | loss: 0.0311692 | val_loss: 0.0311738 | Time: 1460.81 ms
[2021-10-06 22:22:27 main:581] : INFO : Epoch 1648 | loss: 0.0311692 | val_loss: 0.0311737 | Time: 1435.1 ms
[2021-10-06 22:22:28 main:581] : INFO : Epoch 1649 | loss: 0.0311709 | val_loss: 0.031174 | Time: 1462.01 ms
[2021-10-06 22:22:30 main:581] : INFO : Epoch 1650 | loss: 0.0311705 | val_loss: 0.0311739 | Time: 1469.19 ms
[2021-10-06 22:22:31 main:581] : INFO : Epoch 1651 | loss: 0.0311697 | val_loss: 0.0311748 | Time: 1463.01 ms
[2021-10-06 22:22:33 main:581] : INFO : Epoch 1652 | loss: 0.0311717 | val_loss: 0.0311765 | Time: 1469.81 ms
[2021-10-06 22:22:34 main:581] : INFO : Epoch 1653 | loss: 0.0311723 | val_loss: 0.0311797 | Time: 1475.6 ms
[2021-10-06 22:22:36 main:581] : INFO : Epoch 1654 | loss: 0.0311718 | val_loss: 0.0311737 | Time: 1467.62 ms
[2021-10-06 22:22:37 main:581] : INFO : Epoch 1655 | loss: 0.0311707 | val_loss: 0.031177 | Time: 1455.96 ms
[2021-10-06 22:22:39 main:581] : INFO : Epoch 1656 | loss: 0.0311729 | val_loss: 0.0311788 | Time: 1466.15 ms
[2021-10-06 22:22:40 main:581] : INFO : Epoch 1657 | loss: 0.0311696 | val_loss: 0.0311741 | Time: 1446.08 ms
[2021-10-06 22:22:42 main:581] : INFO : Epoch 1658 | loss: 0.0311694 | val_loss: 0.0311763 | Time: 1466.24 ms
[2021-10-06 22:22:43 main:581] : INFO : Epoch 1659 | loss: 0.0311718 | val_loss: 0.0311768 | Time: 1446.61 ms
[2021-10-06 22:22:44 main:581] : INFO : Epoch 1660 | loss: 0.0311748 | val_loss: 0.0311835 | Time: 1471.34 ms
[2021-10-06 22:22:46 main:581] : INFO : Epoch 1661 | loss: 0.031179 | val_loss: 0.0312026 | Time: 1481.74 ms
[2021-10-06 22:22:47 main:581] : INFO : Epoch 1662 | loss: 0.0312788 | val_loss: 0.0312894 | Time: 1450.37 ms
[2021-10-06 22:22:49 main:581] : INFO : Epoch 1663 | loss: 0.0322366 | val_loss: 0.0366022 | Time: 1460.44 ms
[2021-10-06 22:22:50 main:581] : INFO : Epoch 1664 | loss: 0.0344123 | val_loss: 0.0317407 | Time: 1421.3 ms
[2021-10-06 22:22:52 main:581] : INFO : Epoch 1665 | loss: 0.0315772 | val_loss: 0.0313275 | Time: 1451 ms
[2021-10-06 22:22:53 main:581] : INFO : Epoch 1666 | loss: 0.0312456 | val_loss: 0.0312124 | Time: 1453.53 ms
[2021-10-06 22:22:55 main:581] : INFO : Epoch 1667 | loss: 0.0311926 | val_loss: 0.0311806 | Time: 1464.21 ms
[2021-10-06 22:22:56 main:581] : INFO : Epoch 1668 | loss: 0.0311777 | val_loss: 0.0311771 | Time: 1466.82 ms
[2021-10-06 22:22:58 main:581] : INFO : Epoch 1669 | loss: 0.0311728 | val_loss: 0.0311753 | Time: 1485.86 ms
[2021-10-06 22:22:59 main:581] : INFO : Epoch 1670 | loss: 0.0311719 | val_loss: 0.0311741 | Time: 1474.43 ms
[2021-10-06 22:23:01 main:581] : INFO : Epoch 1671 | loss: 0.0311711 | val_loss: 0.0311742 | Time: 1469.8 ms
[2021-10-06 22:23:02 main:581] : INFO : Epoch 1672 | loss: 0.0311702 | val_loss: 0.0311721 | Time: 1480.91 ms
[2021-10-06 22:23:03 main:581] : INFO : Epoch 1673 | loss: 0.0311708 | val_loss: 0.0311737 | Time: 1480.99 ms
[2021-10-06 22:23:05 main:581] : INFO : Epoch 1674 | loss: 0.0311703 | val_loss: 0.0311724 | Time: 1497.22 ms
[2021-10-06 22:23:06 main:581] : INFO : Epoch 1675 | loss: 0.0311696 | val_loss: 0.0311725 | Time: 1454.29 ms
[2021-10-06 22:23:08 main:581] : INFO : Epoch 1676 | loss: 0.0311722 | val_loss: 0.0311761 | Time: 1446.37 ms
[2021-10-06 22:23:09 main:581] : INFO : Epoch 1677 | loss: 0.0311748 | val_loss: 0.0311739 | Time: 1468.31 ms
[2021-10-06 22:23:11 main:581] : INFO : Epoch 1678 | loss: 0.0311745 | val_loss: 0.0311761 | Time: 1452.98 ms
[2021-10-06 22:23:12 main:581] : INFO : Epoch 1679 | loss: 0.0311769 | val_loss: 0.0311764 | Time: 1458.57 ms
[2021-10-06 22:23:14 main:581] : INFO : Epoch 1680 | loss: 0.0311772 | val_loss: 0.0311756 | Time: 1462.07 ms
[2021-10-06 22:23:15 main:581] : INFO : Epoch 1681 | loss: 0.0311761 | val_loss: 0.0311764 | Time: 1434.02 ms
[2021-10-06 22:23:17 main:581] : INFO : Epoch 1682 | loss: 0.0311756 | val_loss: 0.0311767 | Time: 1445.65 ms
[2021-10-06 22:23:18 main:581] : INFO : Epoch 1683 | loss: 0.031176 | val_loss: 0.0311757 | Time: 1467.42 ms
[2021-10-06 22:23:20 main:581] : INFO : Epoch 1684 | loss: 0.0311772 | val_loss: 0.0311769 | Time: 1431.18 ms
[2021-10-06 22:23:21 main:581] : INFO : Epoch 1685 | loss: 0.0311774 | val_loss: 0.0311782 | Time: 1468.77 ms
[2021-10-06 22:23:22 main:581] : INFO : Epoch 1686 | loss: 0.0311759 | val_loss: 0.0311775 | Time: 1455.73 ms
[2021-10-06 22:23:24 main:581] : INFO : Epoch 1687 | loss: 0.0311754 | val_loss: 0.0311763 | Time: 1487.92 ms
[2021-10-06 22:23:25 main:581] : INFO : Epoch 1688 | loss: 0.0311757 | val_loss: 0.0311757 | Time: 1473.56 ms
[2021-10-06 22:23:27 main:581] : INFO : Epoch 1689 | loss: 0.0311754 | val_loss: 0.031177 | Time: 1463.63 ms
[2021-10-06 22:23:28 main:581] : INFO : Epoch 1690 | loss: 0.0311762 | val_loss: 0.031176 | Time: 1476.21 ms
[2021-10-06 22:23:30 main:581] : INFO : Epoch 1691 | loss: 0.0311739 | val_loss: 0.0311767 | Time: 1469.2 ms
[2021-10-06 22:23:31 main:581] : INFO : Epoch 1692 | loss: 0.0311744 | val_loss: 0.0311771 | Time: 1471.03 ms
[2021-10-06 22:23:33 main:581] : INFO : Epoch 1693 | loss: 0.0311735 | val_loss: 0.0311772 | Time: 1501.75 ms
[2021-10-06 22:23:34 main:581] : INFO : Epoch 1694 | loss: 0.0311749 | val_loss: 0.0311754 | Time: 1452.6 ms
[2021-10-06 22:23:36 main:581] : INFO : Epoch 1695 | loss: 0.031175 | val_loss: 0.0311769 | Time: 1469.31 ms
[2021-10-06 22:23:37 main:581] : INFO : Epoch 1696 | loss: 0.0311742 | val_loss: 0.0311754 | Time: 1463.76 ms
[2021-10-06 22:23:39 main:581] : INFO : Epoch 1697 | loss: 0.0311757 | val_loss: 0.0311755 | Time: 1439.58 ms
[2021-10-06 22:23:40 main:581] : INFO : Epoch 1698 | loss: 0.031174 | val_loss: 0.0311756 | Time: 1464.38 ms
[2021-10-06 22:23:42 main:581] : INFO : Epoch 1699 | loss: 0.0311746 | val_loss: 0.0311745 | Time: 1471.07 ms
[2021-10-06 22:23:43 main:581] : INFO : Epoch 1700 | loss: 0.0311745 | val_loss: 0.0311747 | Time: 1471.24 ms
[2021-10-06 22:23:44 main:581] : INFO : Epoch 1701 | loss: 0.0311731 | val_loss: 0.0311746 | Time: 1466.43 ms
[2021-10-06 22:23:46 main:581] : INFO : Epoch 1702 | loss: 0.0311723 | val_loss: 0.031175 | Time: 1437.18 ms
[2021-10-06 22:23:47 main:581] : INFO : Epoch 1703 | loss: 0.0311718 | val_loss: 0.0311733 | Time: 1453.13 ms
[2021-10-06 22:23:49 main:581] : INFO : Epoch 1704 | loss: 0.0311714 | val_loss: 0.0311736 | Time: 1470.63 ms
[2021-10-06 22:23:50 main:581] : INFO : Epoch 1705 | loss: 0.0311721 | val_loss: 0.0311743 | Time: 1454.64 ms
[2021-10-06 22:23:52 main:581] : INFO : Epoch 1706 | loss: 0.0311723 | val_loss: 0.031174 | Time: 1461.87 ms
[2021-10-06 22:23:53 main:581] : INFO : Epoch 1707 | loss: 0.031172 | val_loss: 0.0311733 | Time: 1479.01 ms
[2021-10-06 22:23:55 main:581] : INFO : Epoch 1708 | loss: 0.0311713 | val_loss: 0.031173 | Time: 1464.41 ms
[2021-10-06 22:23:56 main:581] : INFO : Epoch 1709 | loss: 0.0311718 | val_loss: 0.0311738 | Time: 1463.17 ms
[2021-10-06 22:23:58 main:581] : INFO : Epoch 1710 | loss: 0.0311715 | val_loss: 0.0311728 | Time: 1462.36 ms
[2021-10-06 22:23:59 main:581] : INFO : Epoch 1711 | loss: 0.0311725 | val_loss: 0.0311734 | Time: 1472.77 ms
[2021-10-06 22:24:01 main:581] : INFO : Epoch 1712 | loss: 0.0311734 | val_loss: 0.0311771 | Time: 1471.97 ms
[2021-10-06 22:24:02 main:581] : INFO : Epoch 1713 | loss: 0.0311748 | val_loss: 0.0311772 | Time: 1468.71 ms
[2021-10-06 22:24:04 main:581] : INFO : Epoch 1714 | loss: 0.031174 | val_loss: 0.0311766 | Time: 1465.8 ms
[2021-10-06 22:24:05 main:581] : INFO : Epoch 1715 | loss: 0.0311741 | val_loss: 0.0311745 | Time: 1459.77 ms
[2021-10-06 22:24:06 main:581] : INFO : Epoch 1716 | loss: 0.0311739 | val_loss: 0.031176 | Time: 1442.63 ms
[2021-10-06 22:24:08 main:581] : INFO : Epoch 1717 | loss: 0.0311736 | val_loss: 0.0311744 | Time: 1446.71 ms
[2021-10-06 22:24:09 main:581] : INFO : Epoch 1718 | loss: 0.0311735 | val_loss: 0.0311752 | Time: 1468.89 ms
[2021-10-06 22:24:11 main:581] : INFO : Epoch 1719 | loss: 0.0311729 | val_loss: 0.0311762 | Time: 1457.7 ms
[2021-10-06 22:24:12 main:581] : INFO : Epoch 1720 | loss: 0.031173 | val_loss: 0.0311757 | Time: 1482.86 ms
[2021-10-06 22:24:14 main:581] : INFO : Epoch 1721 | loss: 0.0311737 | val_loss: 0.0311779 | Time: 1463.97 ms
[2021-10-06 22:24:15 main:581] : INFO : Epoch 1722 | loss: 0.0311741 | val_loss: 0.0311803 | Time: 1469.94 ms
[2021-10-06 22:24:17 main:581] : INFO : Epoch 1723 | loss: 0.0311751 | val_loss: 0.031174 | Time: 1460.23 ms
[2021-10-06 22:24:18 main:581] : INFO : Epoch 1724 | loss: 0.0311727 | val_loss: 0.0311734 | Time: 1446.79 ms
[2021-10-06 22:24:20 main:581] : INFO : Epoch 1725 | loss: 0.0311733 | val_loss: 0.0311765 | Time: 1474.53 ms
[2021-10-06 22:24:21 main:581] : INFO : Epoch 1726 | loss: 0.0311752 | val_loss: 0.031178 | Time: 1457.25 ms
[2021-10-06 22:24:22 main:581] : INFO : Epoch 1727 | loss: 0.0311757 | val_loss: 0.0311768 | Time: 1442.02 ms
[2021-10-06 22:24:24 main:581] : INFO : Epoch 1728 | loss: 0.031178 | val_loss: 0.0311847 | Time: 1461.66 ms
[2021-10-06 22:24:25 main:581] : INFO : Epoch 1729 | loss: 0.03118 | val_loss: 0.0311797 | Time: 1451.35 ms
[2021-10-06 22:24:27 main:581] : INFO : Epoch 1730 | loss: 0.0311784 | val_loss: 0.0311785 | Time: 1476.29 ms
[2021-10-06 22:24:28 main:581] : INFO : Epoch 1731 | loss: 0.0311767 | val_loss: 0.0311765 | Time: 1456.43 ms
[2021-10-06 22:24:30 main:581] : INFO : Epoch 1732 | loss: 0.0311802 | val_loss: 0.031179 | Time: 1462.69 ms
[2021-10-06 22:24:31 main:581] : INFO : Epoch 1733 | loss: 0.0311788 | val_loss: 0.0311802 | Time: 1451.75 ms
[2021-10-06 22:24:33 main:581] : INFO : Epoch 1734 | loss: 0.0311772 | val_loss: 0.0311786 | Time: 1430.27 ms
[2021-10-06 22:24:34 main:581] : INFO : Epoch 1735 | loss: 0.0311763 | val_loss: 0.0311786 | Time: 1442.59 ms
[2021-10-06 22:24:36 main:581] : INFO : Epoch 1736 | loss: 0.0311771 | val_loss: 0.0311819 | Time: 1452.2 ms
[2021-10-06 22:24:37 main:581] : INFO : Epoch 1737 | loss: 0.0311797 | val_loss: 0.0311846 | Time: 1455.13 ms
[2021-10-06 22:24:38 main:581] : INFO : Epoch 1738 | loss: 0.0311859 | val_loss: 0.0311873 | Time: 1469.32 ms
[2021-10-06 22:24:40 main:581] : INFO : Epoch 1739 | loss: 0.0311868 | val_loss: 0.0311884 | Time: 1483.78 ms
[2021-10-06 22:24:41 main:581] : INFO : Epoch 1740 | loss: 0.0311853 | val_loss: 0.0311865 | Time: 1469.08 ms
[2021-10-06 22:24:43 main:581] : INFO : Epoch 1741 | loss: 0.0311869 | val_loss: 0.0311857 | Time: 1454.18 ms
[2021-10-06 22:24:44 main:581] : INFO : Epoch 1742 | loss: 0.0311827 | val_loss: 0.0311856 | Time: 1460.93 ms
[2021-10-06 22:24:46 main:581] : INFO : Epoch 1743 | loss: 0.0311809 | val_loss: 0.0311859 | Time: 1459.09 ms
[2021-10-06 22:24:47 main:581] : INFO : Epoch 1744 | loss: 0.0311812 | val_loss: 0.031182 | Time: 1478.27 ms
[2021-10-06 22:24:49 main:581] : INFO : Epoch 1745 | loss: 0.0311843 | val_loss: 0.0311807 | Time: 1459.54 ms
[2021-10-06 22:24:50 main:581] : INFO : Epoch 1746 | loss: 0.0311819 | val_loss: 0.0311777 | Time: 1470.75 ms
[2021-10-06 22:24:52 main:581] : INFO : Epoch 1747 | loss: 0.0311798 | val_loss: 0.0311783 | Time: 1464.4 ms
[2021-10-06 22:24:53 main:581] : INFO : Epoch 1748 | loss: 0.0311792 | val_loss: 0.0311762 | Time: 1458.5 ms
[2021-10-06 22:24:55 main:581] : INFO : Epoch 1749 | loss: 0.0311795 | val_loss: 0.0311803 | Time: 1475.49 ms
[2021-10-06 22:24:56 main:581] : INFO : Epoch 1750 | loss: 0.0311794 | val_loss: 0.0311798 | Time: 1451.39 ms
[2021-10-06 22:24:58 main:581] : INFO : Epoch 1751 | loss: 0.0311786 | val_loss: 0.0311768 | Time: 1447.03 ms
[2021-10-06 22:24:59 main:581] : INFO : Epoch 1752 | loss: 0.0311763 | val_loss: 0.0311753 | Time: 1442.28 ms
[2021-10-06 22:25:00 main:581] : INFO : Epoch 1753 | loss: 0.0311759 | val_loss: 0.0311756 | Time: 1460.99 ms
[2021-10-06 22:25:02 main:581] : INFO : Epoch 1754 | loss: 0.0311745 | val_loss: 0.0311762 | Time: 1491.79 ms
[2021-10-06 22:25:03 main:581] : INFO : Epoch 1755 | loss: 0.0311758 | val_loss: 0.0311791 | Time: 1447.55 ms
[2021-10-06 22:25:05 main:581] : INFO : Epoch 1756 | loss: 0.0311756 | val_loss: 0.0311752 | Time: 1456.99 ms
[2021-10-06 22:25:06 main:581] : INFO : Epoch 1757 | loss: 0.031174 | val_loss: 0.0311753 | Time: 1441.38 ms
[2021-10-06 22:25:08 main:581] : INFO : Epoch 1758 | loss: 0.0311737 | val_loss: 0.0311756 | Time: 1472.37 ms
[2021-10-06 22:25:09 main:581] : INFO : Epoch 1759 | loss: 0.0311735 | val_loss: 0.0311757 | Time: 1475.42 ms
[2021-10-06 22:25:11 main:581] : INFO : Epoch 1760 | loss: 0.031174 | val_loss: 0.0311774 | Time: 1428.57 ms
[2021-10-06 22:25:12 main:581] : INFO : Epoch 1761 | loss: 0.0311749 | val_loss: 0.0311769 | Time: 1443.93 ms
[2021-10-06 22:25:14 main:581] : INFO : Epoch 1762 | loss: 0.0311743 | val_loss: 0.0311777 | Time: 1443.33 ms
[2021-10-06 22:25:15 main:581] : INFO : Epoch 1763 | loss: 0.0311763 | val_loss: 0.0311772 | Time: 1448.14 ms
[2021-10-06 22:25:16 main:581] : INFO : Epoch 1764 | loss: 0.0311764 | val_loss: 0.0311816 | Time: 1461.81 ms
[2021-10-06 22:25:18 main:581] : INFO : Epoch 1765 | loss: 0.0311764 | val_loss: 0.0311772 | Time: 1458 ms
[2021-10-06 22:25:19 main:581] : INFO : Epoch 1766 | loss: 0.0311778 | val_loss: 0.0311761 | Time: 1460.81 ms
[2021-10-06 22:25:21 main:581] : INFO : Epoch 1767 | loss: 0.0311755 | val_loss: 0.0311768 | Time: 1491.99 ms
[2021-10-06 22:25:22 main:581] : INFO : Epoch 1768 | loss: 0.0311754 | val_loss: 0.0311736 | Time: 1450.97 ms
[2021-10-06 22:25:24 main:581] : INFO : Epoch 1769 | loss: 0.0311743 | val_loss: 0.0311734 | Time: 1471.52 ms
[2021-10-06 22:25:25 main:581] : INFO : Epoch 1770 | loss: 0.0311742 | val_loss: 0.0311751 | Time: 1448.06 ms
[2021-10-06 22:25:27 main:581] : INFO : Epoch 1771 | loss: 0.0311754 | val_loss: 0.031184 | Time: 1463.36 ms
[2021-10-06 22:25:28 main:581] : INFO : Epoch 1772 | loss: 0.0311786 | val_loss: 0.0311767 | Time: 1468.52 ms
[2021-10-06 22:25:30 main:581] : INFO : Epoch 1773 | loss: 0.0311751 | val_loss: 0.031175 | Time: 1475.34 ms
[2021-10-06 22:25:31 main:581] : INFO : Epoch 1774 | loss: 0.0311741 | val_loss: 0.0311783 | Time: 1445.03 ms
[2021-10-06 22:25:33 main:581] : INFO : Epoch 1775 | loss: 0.0311838 | val_loss: 0.0311846 | Time: 1448.47 ms
[2021-10-06 22:25:34 main:581] : INFO : Epoch 1776 | loss: 0.0311835 | val_loss: 0.0311834 | Time: 1442.34 ms
[2021-10-06 22:25:35 main:581] : INFO : Epoch 1777 | loss: 0.0311815 | val_loss: 0.0311845 | Time: 1454.29 ms
[2021-10-06 22:25:37 main:581] : INFO : Epoch 1778 | loss: 0.0311808 | val_loss: 0.0311833 | Time: 1437.91 ms
[2021-10-06 22:25:38 main:581] : INFO : Epoch 1779 | loss: 0.0311804 | val_loss: 0.0311824 | Time: 1455.95 ms
[2021-10-06 22:25:40 main:581] : INFO : Epoch 1780 | loss: 0.0311792 | val_loss: 0.0311838 | Time: 1454.52 ms
[2021-10-06 22:25:41 main:581] : INFO : Epoch 1781 | loss: 0.0311789 | val_loss: 0.0311855 | Time: 1456.09 ms
[2021-10-06 22:25:43 main:581] : INFO : Epoch 1782 | loss: 0.0311794 | val_loss: 0.0311863 | Time: 1453.5 ms
[2021-10-06 22:25:44 main:581] : INFO : Epoch 1783 | loss: 0.0311801 | val_loss: 0.0311851 | Time: 1446.15 ms
[2021-10-06 22:25:46 main:581] : INFO : Epoch 1784 | loss: 0.0311789 | val_loss: 0.0311846 | Time: 1445.18 ms
[2021-10-06 22:25:47 main:581] : INFO : Epoch 1785 | loss: 0.0311774 | val_loss: 0.0311841 | Time: 1456.79 ms
[2021-10-06 22:25:48 main:581] : INFO : Epoch 1786 | loss: 0.0311769 | val_loss: 0.031183 | Time: 1440.04 ms
[2021-10-06 22:25:50 main:581] : INFO : Epoch 1787 | loss: 0.0311769 | val_loss: 0.0311823 | Time: 1438.1 ms
[2021-10-06 22:25:51 main:581] : INFO : Epoch 1788 | loss: 0.0311759 | val_loss: 0.0311825 | Time: 1449.7 ms
[2021-10-06 22:25:53 main:581] : INFO : Epoch 1789 | loss: 0.0311773 | val_loss: 0.0311811 | Time: 1431.91 ms
[2021-10-06 22:25:54 main:581] : INFO : Epoch 1790 | loss: 0.0311764 | val_loss: 0.0311813 | Time: 1463.86 ms
[2021-10-06 22:25:56 main:581] : INFO : Epoch 1791 | loss: 0.0311758 | val_loss: 0.031181 | Time: 1464.38 ms
[2021-10-06 22:25:57 main:581] : INFO : Epoch 1792 | loss: 0.0311756 | val_loss: 0.0311808 | Time: 1464.76 ms
[2021-10-06 22:25:59 main:581] : INFO : Epoch 1793 | loss: 0.0311751 | val_loss: 0.0311806 | Time: 1454.74 ms
[2021-10-06 22:26:00 main:581] : INFO : Epoch 1794 | loss: 0.0311765 | val_loss: 0.0311804 | Time: 1458.92 ms
[2021-10-06 22:26:02 main:581] : INFO : Epoch 1795 | loss: 0.0311756 | val_loss: 0.0311808 | Time: 1470.52 ms
[2021-10-06 22:26:03 main:581] : INFO : Epoch 1796 | loss: 0.0311761 | val_loss: 0.0311827 | Time: 1469.86 ms
[2021-10-06 22:26:04 main:581] : INFO : Epoch 1797 | loss: 0.0311754 | val_loss: 0.0311829 | Time: 1449.2 ms
[2021-10-06 22:26:06 main:581] : INFO : Epoch 1798 | loss: 0.0311746 | val_loss: 0.0311806 | Time: 1452.02 ms
[2021-10-06 22:26:07 main:581] : INFO : Epoch 1799 | loss: 0.0311734 | val_loss: 0.0311805 | Time: 1459.27 ms
[2021-10-06 22:26:09 main:581] : INFO : Epoch 1800 | loss: 0.0311731 | val_loss: 0.0311828 | Time: 1465.51 ms
[2021-10-06 22:26:10 main:581] : INFO : Epoch 1801 | loss: 0.0311735 | val_loss: 0.0311798 | Time: 1459.74 ms
[2021-10-06 22:26:12 main:581] : INFO : Epoch 1802 | loss: 0.031174 | val_loss: 0.0311817 | Time: 1458.59 ms
[2021-10-06 22:26:13 main:581] : INFO : Epoch 1803 | loss: 0.0311742 | val_loss: 0.0311804 | Time: 1479.63 ms
[2021-10-06 22:26:15 main:581] : INFO : Epoch 1804 | loss: 0.0311741 | val_loss: 0.0311809 | Time: 1467.2 ms
[2021-10-06 22:26:16 main:581] : INFO : Epoch 1805 | loss: 0.0311745 | val_loss: 0.0311813 | Time: 1481.78 ms
[2021-10-06 22:26:18 main:581] : INFO : Epoch 1806 | loss: 0.0311737 | val_loss: 0.0311802 | Time: 1478.68 ms
[2021-10-06 22:26:19 main:581] : INFO : Epoch 1807 | loss: 0.0311735 | val_loss: 0.0311796 | Time: 1446.46 ms
[2021-10-06 22:26:21 main:581] : INFO : Epoch 1808 | loss: 0.0311738 | val_loss: 0.0311812 | Time: 1472.33 ms
[2021-10-06 22:26:22 main:581] : INFO : Epoch 1809 | loss: 0.0311733 | val_loss: 0.0311808 | Time: 1471.05 ms
[2021-10-06 22:26:24 main:581] : INFO : Epoch 1810 | loss: 0.0311729 | val_loss: 0.0311781 | Time: 1472.3 ms
[2021-10-06 22:26:25 main:581] : INFO : Epoch 1811 | loss: 0.0311726 | val_loss: 0.031177 | Time: 1460.13 ms
[2021-10-06 22:26:26 main:581] : INFO : Epoch 1812 | loss: 0.031173 | val_loss: 0.0311795 | Time: 1463.45 ms
[2021-10-06 22:26:28 main:581] : INFO : Epoch 1813 | loss: 0.0311745 | val_loss: 0.0311787 | Time: 1450.58 ms
[2021-10-06 22:26:29 main:581] : INFO : Epoch 1814 | loss: 0.0311733 | val_loss: 0.0311791 | Time: 1456.45 ms
[2021-10-06 22:26:31 main:581] : INFO : Epoch 1815 | loss: 0.0311732 | val_loss: 0.031177 | Time: 1446.82 ms
[2021-10-06 22:26:32 main:581] : INFO : Epoch 1816 | loss: 0.0311716 | val_loss: 0.0311777 | Time: 1463.03 ms
[2021-10-06 22:26:34 main:581] : INFO : Epoch 1817 | loss: 0.031172 | val_loss: 0.0311782 | Time: 1462.64 ms
[2021-10-06 22:26:35 main:581] : INFO : Epoch 1818 | loss: 0.0311716 | val_loss: 0.0311772 | Time: 1472.27 ms
[2021-10-06 22:26:37 main:581] : INFO : Epoch 1819 | loss: 0.0311712 | val_loss: 0.0311778 | Time: 1457.39 ms
[2021-10-06 22:26:38 main:581] : INFO : Epoch 1820 | loss: 0.0311729 | val_loss: 0.0311772 | Time: 1466 ms
[2021-10-06 22:26:40 main:581] : INFO : Epoch 1821 | loss: 0.0311736 | val_loss: 0.0311782 | Time: 1458.93 ms
[2021-10-06 22:26:41 main:581] : INFO : Epoch 1822 | loss: 0.0311741 | val_loss: 0.0311788 | Time: 1452.92 ms
[2021-10-06 22:26:43 main:581] : INFO : Epoch 1823 | loss: 0.031174 | val_loss: 0.0311801 | Time: 1447.15 ms
[2021-10-06 22:26:44 main:581] : INFO : Epoch 1824 | loss: 0.0311783 | val_loss: 0.0311832 | Time: 1463.79 ms
[2021-10-06 22:26:45 main:581] : INFO : Epoch 1825 | loss: 0.0311748 | val_loss: 0.0311786 | Time: 1455.81 ms
[2021-10-06 22:26:47 main:581] : INFO : Epoch 1826 | loss: 0.0311723 | val_loss: 0.0311791 | Time: 1452.88 ms
[2021-10-06 22:26:48 main:581] : INFO : Epoch 1827 | loss: 0.0311713 | val_loss: 0.0311778 | Time: 1448.97 ms
[2021-10-06 22:26:50 main:581] : INFO : Epoch 1828 | loss: 0.0311714 | val_loss: 0.0311767 | Time: 1477.23 ms
[2021-10-06 22:26:51 main:581] : INFO : Epoch 1829 | loss: 0.0311725 | val_loss: 0.0311824 | Time: 1475.72 ms
[2021-10-06 22:26:53 main:581] : INFO : Epoch 1830 | loss: 0.0311744 | val_loss: 0.031184 | Time: 1464.96 ms
[2021-10-06 22:26:54 main:581] : INFO : Epoch 1831 | loss: 0.0311752 | val_loss: 0.0311812 | Time: 1462.06 ms
[2021-10-06 22:26:56 main:581] : INFO : Epoch 1832 | loss: 0.0311748 | val_loss: 0.0311832 | Time: 1433.11 ms
[2021-10-06 22:26:57 main:581] : INFO : Epoch 1833 | loss: 0.031178 | val_loss: 0.0311804 | Time: 1439.56 ms
[2021-10-06 22:26:59 main:581] : INFO : Epoch 1834 | loss: 0.0311769 | val_loss: 0.0311777 | Time: 1468.21 ms
[2021-10-06 22:27:00 main:581] : INFO : Epoch 1835 | loss: 0.0311753 | val_loss: 0.0311794 | Time: 1443.84 ms
[2021-10-06 22:27:01 main:581] : INFO : Epoch 1836 | loss: 0.0311759 | val_loss: 0.0311774 | Time: 1439.17 ms
[2021-10-06 22:27:03 main:581] : INFO : Epoch 1837 | loss: 0.031174 | val_loss: 0.0311782 | Time: 1473.33 ms
[2021-10-06 22:27:04 main:581] : INFO : Epoch 1838 | loss: 0.0311741 | val_loss: 0.031179 | Time: 1464.57 ms
[2021-10-06 22:27:06 main:581] : INFO : Epoch 1839 | loss: 0.0311739 | val_loss: 0.031177 | Time: 1462.76 ms
[2021-10-06 22:27:07 main:581] : INFO : Epoch 1840 | loss: 0.0311748 | val_loss: 0.0311794 | Time: 1481.19 ms
[2021-10-06 22:27:09 main:581] : INFO : Epoch 1841 | loss: 0.0311733 | val_loss: 0.0311777 | Time: 1446.86 ms
[2021-10-06 22:27:10 main:581] : INFO : Epoch 1842 | loss: 0.0311726 | val_loss: 0.0311779 | Time: 1456.72 ms
[2021-10-06 22:27:12 main:581] : INFO : Epoch 1843 | loss: 0.031172 | val_loss: 0.031179 | Time: 1480.15 ms
[2021-10-06 22:27:13 main:581] : INFO : Epoch 1844 | loss: 0.0311726 | val_loss: 0.0311768 | Time: 1478.9 ms
[2021-10-06 22:27:15 main:581] : INFO : Epoch 1845 | loss: 0.0311727 | val_loss: 0.0311825 | Time: 1460.97 ms
[2021-10-06 22:27:16 main:581] : INFO : Epoch 1846 | loss: 0.0311732 | val_loss: 0.0311772 | Time: 1458.23 ms
[2021-10-06 22:27:18 main:581] : INFO : Epoch 1847 | loss: 0.0311725 | val_loss: 0.0311777 | Time: 1466.37 ms
[2021-10-06 22:27:19 main:581] : INFO : Epoch 1848 | loss: 0.031179 | val_loss: 0.031178 | Time: 1445.28 ms
[2021-10-06 22:27:20 main:581] : INFO : Epoch 1849 | loss: 0.0311763 | val_loss: 0.0311776 | Time: 1454.21 ms
[2021-10-06 22:27:22 main:581] : INFO : Epoch 1850 | loss: 0.0311724 | val_loss: 0.0311772 | Time: 1456.18 ms
[2021-10-06 22:27:23 main:581] : INFO : Epoch 1851 | loss: 0.0311725 | val_loss: 0.0311767 | Time: 1467.08 ms
[2021-10-06 22:27:25 main:581] : INFO : Epoch 1852 | loss: 0.0311726 | val_loss: 0.0311778 | Time: 1446.23 ms
[2021-10-06 22:27:26 main:581] : INFO : Epoch 1853 | loss: 0.0311716 | val_loss: 0.0311761 | Time: 1465.4 ms
[2021-10-06 22:27:28 main:581] : INFO : Epoch 1854 | loss: 0.0311705 | val_loss: 0.0311773 | Time: 1456.98 ms
[2021-10-06 22:27:29 main:581] : INFO : Epoch 1855 | loss: 0.0311709 | val_loss: 0.0311777 | Time: 1464.89 ms
[2021-10-06 22:27:31 main:581] : INFO : Epoch 1856 | loss: 0.0311712 | val_loss: 0.0311774 | Time: 1452.5 ms
[2021-10-06 22:27:32 main:581] : INFO : Epoch 1857 | loss: 0.0311716 | val_loss: 0.0311817 | Time: 1467.95 ms
[2021-10-06 22:27:34 main:581] : INFO : Epoch 1858 | loss: 0.03118 | val_loss: 0.0311828 | Time: 1445.59 ms
[2021-10-06 22:27:35 main:581] : INFO : Epoch 1859 | loss: 0.0311777 | val_loss: 0.0311816 | Time: 1449.54 ms
[2021-10-06 22:27:37 main:581] : INFO : Epoch 1860 | loss: 0.0311766 | val_loss: 0.0311815 | Time: 1452.8 ms
[2021-10-06 22:27:38 main:581] : INFO : Epoch 1861 | loss: 0.0311755 | val_loss: 0.0311802 | Time: 1450.58 ms
[2021-10-06 22:27:39 main:581] : INFO : Epoch 1862 | loss: 0.0311751 | val_loss: 0.0311802 | Time: 1452.03 ms
[2021-10-06 22:27:41 main:581] : INFO : Epoch 1863 | loss: 0.0311734 | val_loss: 0.0311787 | Time: 1455.35 ms
[2021-10-06 22:27:42 main:581] : INFO : Epoch 1864 | loss: 0.0311731 | val_loss: 0.0311776 | Time: 1462.22 ms
[2021-10-06 22:27:44 main:581] : INFO : Epoch 1865 | loss: 0.0311744 | val_loss: 0.0311767 | Time: 1448.96 ms
[2021-10-06 22:27:45 main:581] : INFO : Epoch 1866 | loss: 0.0311736 | val_loss: 0.0311775 | Time: 1445.91 ms
[2021-10-06 22:27:47 main:581] : INFO : Epoch 1867 | loss: 0.0311736 | val_loss: 0.031177 | Time: 1458.96 ms
[2021-10-06 22:27:48 main:581] : INFO : Epoch 1868 | loss: 0.0311726 | val_loss: 0.0311779 | Time: 1467.14 ms
[2021-10-06 22:27:50 main:581] : INFO : Epoch 1869 | loss: 0.0311721 | val_loss: 0.0311773 | Time: 1464.69 ms
[2021-10-06 22:27:51 main:581] : INFO : Epoch 1870 | loss: 0.0311716 | val_loss: 0.031176 | Time: 1444.8 ms
[2021-10-06 22:27:53 main:581] : INFO : Epoch 1871 | loss: 0.0311718 | val_loss: 0.0311763 | Time: 1453.27 ms
[2021-10-06 22:27:54 main:581] : INFO : Epoch 1872 | loss: 0.031172 | val_loss: 0.0311757 | Time: 1440.12 ms
[2021-10-06 22:27:55 main:581] : INFO : Epoch 1873 | loss: 0.0311702 | val_loss: 0.0311762 | Time: 1463.84 ms
[2021-10-06 22:27:57 main:581] : INFO : Epoch 1874 | loss: 0.0311703 | val_loss: 0.031177 | Time: 1466.88 ms
[2021-10-06 22:27:58 main:581] : INFO : Epoch 1875 | loss: 0.0311716 | val_loss: 0.0311792 | Time: 1452.72 ms
[2021-10-06 22:28:00 main:581] : INFO : Epoch 1876 | loss: 0.0311715 | val_loss: 0.0311758 | Time: 1447.25 ms
[2021-10-06 22:28:01 main:581] : INFO : Epoch 1877 | loss: 0.0311727 | val_loss: 0.0311855 | Time: 1454.59 ms
[2021-10-06 22:28:03 main:581] : INFO : Epoch 1878 | loss: 0.031173 | val_loss: 0.0311766 | Time: 1455.11 ms
[2021-10-06 22:28:04 main:581] : INFO : Epoch 1879 | loss: 0.031171 | val_loss: 0.0311781 | Time: 1466.95 ms
[2021-10-06 22:28:06 main:581] : INFO : Epoch 1880 | loss: 0.0311698 | val_loss: 0.0311775 | Time: 1460.65 ms
[2021-10-06 22:28:07 main:581] : INFO : Epoch 1881 | loss: 0.0311721 | val_loss: 0.0311804 | Time: 1455.91 ms
[2021-10-06 22:28:09 main:581] : INFO : Epoch 1882 | loss: 0.0311694 | val_loss: 0.0311759 | Time: 1461.54 ms
[2021-10-06 22:28:10 main:581] : INFO : Epoch 1883 | loss: 0.031168 | val_loss: 0.0311757 | Time: 1472.34 ms
[2021-10-06 22:28:11 main:581] : INFO : Epoch 1884 | loss: 0.0311683 | val_loss: 0.0311771 | Time: 1480.06 ms
[2021-10-06 22:28:13 main:581] : INFO : Epoch 1885 | loss: 0.0311724 | val_loss: 0.0311804 | Time: 1445.6 ms
[2021-10-06 22:28:14 main:581] : INFO : Epoch 1886 | loss: 0.0311699 | val_loss: 0.0311759 | Time: 1460.24 ms
[2021-10-06 22:28:16 main:581] : INFO : Epoch 1887 | loss: 0.0311693 | val_loss: 0.0311751 | Time: 1453.01 ms
[2021-10-06 22:28:17 main:581] : INFO : Epoch 1888 | loss: 0.0311689 | val_loss: 0.0311753 | Time: 1435.46 ms
[2021-10-06 22:28:19 main:581] : INFO : Epoch 1889 | loss: 0.0311698 | val_loss: 0.0311763 | Time: 1432.82 ms
[2021-10-06 22:28:20 main:581] : INFO : Epoch 1890 | loss: 0.0311688 | val_loss: 0.0311779 | Time: 1446.4 ms
[2021-10-06 22:28:22 main:581] : INFO : Epoch 1891 | loss: 0.0311689 | val_loss: 0.0311762 | Time: 1438.35 ms
[2021-10-06 22:28:23 main:581] : INFO : Epoch 1892 | loss: 0.0311689 | val_loss: 0.031177 | Time: 1470.81 ms
[2021-10-06 22:28:25 main:581] : INFO : Epoch 1893 | loss: 0.0311694 | val_loss: 0.0311763 | Time: 1445.99 ms
[2021-10-06 22:28:26 main:581] : INFO : Epoch 1894 | loss: 0.0311688 | val_loss: 0.0311766 | Time: 1452.86 ms
[2021-10-06 22:28:27 main:581] : INFO : Epoch 1895 | loss: 0.0311685 | val_loss: 0.031178 | Time: 1457.7 ms
[2021-10-06 22:28:29 main:581] : INFO : Epoch 1896 | loss: 0.0311686 | val_loss: 0.0311761 | Time: 1443.94 ms
[2021-10-06 22:28:30 main:581] : INFO : Epoch 1897 | loss: 0.0311701 | val_loss: 0.0311806 | Time: 1463.72 ms
[2021-10-06 22:28:32 main:581] : INFO : Epoch 1898 | loss: 0.0311718 | val_loss: 0.0311762 | Time: 1481.34 ms
[2021-10-06 22:28:33 main:581] : INFO : Epoch 1899 | loss: 0.0311686 | val_loss: 0.0311783 | Time: 1459.94 ms
[2021-10-06 22:28:35 main:581] : INFO : Epoch 1900 | loss: 0.0311682 | val_loss: 0.0311748 | Time: 1472.74 ms
[2021-10-06 22:28:36 main:581] : INFO : Epoch 1901 | loss: 0.0311704 | val_loss: 0.0311765 | Time: 1453.88 ms
[2021-10-06 22:28:38 main:581] : INFO : Epoch 1902 | loss: 0.0311751 | val_loss: 0.0311785 | Time: 1441.64 ms
[2021-10-06 22:28:39 main:581] : INFO : Epoch 1903 | loss: 0.0311761 | val_loss: 0.0311804 | Time: 1433.29 ms
[2021-10-06 22:28:41 main:581] : INFO : Epoch 1904 | loss: 0.0311758 | val_loss: 0.03118 | Time: 1470.17 ms
[2021-10-06 22:28:42 main:581] : INFO : Epoch 1905 | loss: 0.0311773 | val_loss: 0.0311786 | Time: 1460.21 ms
[2021-10-06 22:28:43 main:581] : INFO : Epoch 1906 | loss: 0.031176 | val_loss: 0.0311783 | Time: 1448.9 ms
[2021-10-06 22:28:45 main:581] : INFO : Epoch 1907 | loss: 0.0311752 | val_loss: 0.0311778 | Time: 1461.83 ms
[2021-10-06 22:28:46 main:581] : INFO : Epoch 1908 | loss: 0.0311748 | val_loss: 0.0311786 | Time: 1475.65 ms
[2021-10-06 22:28:48 main:581] : INFO : Epoch 1909 | loss: 0.0311741 | val_loss: 0.0311791 | Time: 1452.8 ms
[2021-10-06 22:28:49 main:581] : INFO : Epoch 1910 | loss: 0.031175 | val_loss: 0.0311782 | Time: 1459.9 ms
[2021-10-06 22:28:51 main:581] : INFO : Epoch 1911 | loss: 0.0311731 | val_loss: 0.0311788 | Time: 1455.75 ms
[2021-10-06 22:28:52 main:581] : INFO : Epoch 1912 | loss: 0.0311747 | val_loss: 0.0311815 | Time: 1489.1 ms
[2021-10-06 22:28:54 main:581] : INFO : Epoch 1913 | loss: 0.0311742 | val_loss: 0.0311788 | Time: 1446.68 ms
[2021-10-06 22:28:55 main:581] : INFO : Epoch 1914 | loss: 0.031178 | val_loss: 0.0311871 | Time: 1438.35 ms
[2021-10-06 22:28:57 main:581] : INFO : Epoch 1915 | loss: 0.0311787 | val_loss: 0.0311812 | Time: 1452.62 ms
[2021-10-06 22:28:58 main:581] : INFO : Epoch 1916 | loss: 0.0311777 | val_loss: 0.0311797 | Time: 1457.92 ms
[2021-10-06 22:29:00 main:581] : INFO : Epoch 1917 | loss: 0.0311753 | val_loss: 0.0311763 | Time: 1459.43 ms
[2021-10-06 22:29:01 main:581] : INFO : Epoch 1918 | loss: 0.0311744 | val_loss: 0.0311757 | Time: 1460.59 ms
[2021-10-06 22:29:02 main:581] : INFO : Epoch 1919 | loss: 0.0311747 | val_loss: 0.031185 | Time: 1446.23 ms
[2021-10-06 22:29:04 main:581] : INFO : Epoch 1920 | loss: 0.0311762 | val_loss: 0.0311758 | Time: 1442.22 ms
[2021-10-06 22:29:05 main:581] : INFO : Epoch 1921 | loss: 0.0311742 | val_loss: 0.0311771 | Time: 1448.69 ms
[2021-10-06 22:29:07 main:581] : INFO : Epoch 1922 | loss: 0.0311749 | val_loss: 0.0311753 | Time: 1456.61 ms
[2021-10-06 22:29:08 main:581] : INFO : Epoch 1923 | loss: 0.0311744 | val_loss: 0.0311751 | Time: 1448.46 ms
[2021-10-06 22:29:10 main:581] : INFO : Epoch 1924 | loss: 0.0311721 | val_loss: 0.031176 | Time: 1434.03 ms
[2021-10-06 22:29:11 main:581] : INFO : Epoch 1925 | loss: 0.0311742 | val_loss: 0.031177 | Time: 1477.71 ms
[2021-10-06 22:29:13 main:581] : INFO : Epoch 1926 | loss: 0.0311785 | val_loss: 0.0311797 | Time: 1455.96 ms
[2021-10-06 22:29:14 main:581] : INFO : Epoch 1927 | loss: 0.031179 | val_loss: 0.0311789 | Time: 1436.94 ms
[2021-10-06 22:29:15 main:581] : INFO : Epoch 1928 | loss: 0.031173 | val_loss: 0.0311765 | Time: 1440.79 ms
[2021-10-06 22:29:17 main:581] : INFO : Epoch 1929 | loss: 0.0311715 | val_loss: 0.0311756 | Time: 1447.9 ms
[2021-10-06 22:29:18 main:581] : INFO : Epoch 1930 | loss: 0.0311735 | val_loss: 0.0311756 | Time: 1447.85 ms
[2021-10-06 22:29:20 main:581] : INFO : Epoch 1931 | loss: 0.031171 | val_loss: 0.0311753 | Time: 1460.97 ms
[2021-10-06 22:29:21 main:581] : INFO : Epoch 1932 | loss: 0.0311714 | val_loss: 0.0311741 | Time: 1447.41 ms
[2021-10-06 22:29:23 main:581] : INFO : Epoch 1933 | loss: 0.0311732 | val_loss: 0.0311759 | Time: 1458 ms
[2021-10-06 22:29:24 main:581] : INFO : Epoch 1934 | loss: 0.0311721 | val_loss: 0.0311766 | Time: 1463.96 ms
[2021-10-06 22:29:26 main:581] : INFO : Epoch 1935 | loss: 0.0311715 | val_loss: 0.0311765 | Time: 1450.94 ms
[2021-10-06 22:29:27 main:581] : INFO : Epoch 1936 | loss: 0.031171 | val_loss: 0.0311755 | Time: 1463.38 ms
[2021-10-06 22:29:29 main:581] : INFO : Epoch 1937 | loss: 0.0311715 | val_loss: 0.0311768 | Time: 1446.63 ms
[2021-10-06 22:29:30 main:581] : INFO : Epoch 1938 | loss: 0.031171 | val_loss: 0.0311755 | Time: 1463.75 ms
[2021-10-06 22:29:31 main:581] : INFO : Epoch 1939 | loss: 0.0311708 | val_loss: 0.0311754 | Time: 1458.86 ms
[2021-10-06 22:29:33 main:581] : INFO : Epoch 1940 | loss: 0.0311744 | val_loss: 0.0311771 | Time: 1446.94 ms
[2021-10-06 22:29:34 main:581] : INFO : Epoch 1941 | loss: 0.0311714 | val_loss: 0.0311744 | Time: 1449.94 ms
[2021-10-06 22:29:36 main:581] : INFO : Epoch 1942 | loss: 0.0311716 | val_loss: 0.0311739 | Time: 1450.86 ms
[2021-10-06 22:29:37 main:581] : INFO : Epoch 1943 | loss: 0.0311729 | val_loss: 0.0311767 | Time: 1458.65 ms
[2021-10-06 22:29:39 main:581] : INFO : Epoch 1944 | loss: 0.0311726 | val_loss: 0.0311742 | Time: 1430.44 ms
[2021-10-06 22:29:40 main:581] : INFO : Epoch 1945 | loss: 0.0311712 | val_loss: 0.0311774 | Time: 1444.72 ms
[2021-10-06 22:29:42 main:581] : INFO : Epoch 1946 | loss: 0.0311711 | val_loss: 0.0311761 | Time: 1455.29 ms
[2021-10-06 22:29:43 main:581] : INFO : Epoch 1947 | loss: 0.0311705 | val_loss: 0.031176 | Time: 1445.02 ms
[2021-10-06 22:29:44 main:581] : INFO : Epoch 1948 | loss: 0.0311708 | val_loss: 0.0311761 | Time: 1421.87 ms
[2021-10-06 22:29:46 main:581] : INFO : Epoch 1949 | loss: 0.0311701 | val_loss: 0.0311796 | Time: 1450.86 ms
[2021-10-06 22:29:47 main:581] : INFO : Epoch 1950 | loss: 0.0311705 | val_loss: 0.0311761 | Time: 1449.47 ms
[2021-10-06 22:29:49 main:581] : INFO : Epoch 1951 | loss: 0.0311699 | val_loss: 0.0311789 | Time: 1469.95 ms
[2021-10-06 22:29:50 main:581] : INFO : Epoch 1952 | loss: 0.0311736 | val_loss: 0.0311785 | Time: 1457.8 ms
[2021-10-06 22:29:52 main:581] : INFO : Epoch 1953 | loss: 0.0311717 | val_loss: 0.0311766 | Time: 1454.14 ms
[2021-10-06 22:29:53 main:581] : INFO : Epoch 1954 | loss: 0.0311711 | val_loss: 0.0311756 | Time: 1428.79 ms
[2021-10-06 22:29:55 main:581] : INFO : Epoch 1955 | loss: 0.031172 | val_loss: 0.0311818 | Time: 1471.89 ms
[2021-10-06 22:29:56 main:581] : INFO : Epoch 1956 | loss: 0.0311735 | val_loss: 0.0311763 | Time: 1465.4 ms
[2021-10-06 22:29:58 main:581] : INFO : Epoch 1957 | loss: 0.0311713 | val_loss: 0.0311775 | Time: 1453.12 ms
[2021-10-06 22:29:59 main:581] : INFO : Epoch 1958 | loss: 0.0311735 | val_loss: 0.0311779 | Time: 1447.36 ms
[2021-10-06 22:30:01 main:581] : INFO : Epoch 1959 | loss: 0.0311728 | val_loss: 0.0311754 | Time: 1462.49 ms
[2021-10-06 22:30:02 main:581] : INFO : Epoch 1960 | loss: 0.0311729 | val_loss: 0.0311752 | Time: 1453.09 ms
[2021-10-06 22:30:03 main:581] : INFO : Epoch 1961 | loss: 0.0311759 | val_loss: 0.0311771 | Time: 1466.97 ms
[2021-10-06 22:30:05 main:581] : INFO : Epoch 1962 | loss: 0.0311745 | val_loss: 0.0311765 | Time: 1467.9 ms
[2021-10-06 22:30:06 main:581] : INFO : Epoch 1963 | loss: 0.0311746 | val_loss: 0.0311763 | Time: 1441.04 ms
[2021-10-06 22:30:08 main:581] : INFO : Epoch 1964 | loss: 0.0311743 | val_loss: 0.0311771 | Time: 1458.89 ms
[2021-10-06 22:30:09 main:581] : INFO : Epoch 1965 | loss: 0.0311727 | val_loss: 0.0311789 | Time: 1441.11 ms
[2021-10-06 22:30:11 main:581] : INFO : Epoch 1966 | loss: 0.0311727 | val_loss: 0.0311772 | Time: 1443.79 ms
[2021-10-06 22:30:12 main:581] : INFO : Epoch 1967 | loss: 0.0311728 | val_loss: 0.0311795 | Time: 1432.09 ms
[2021-10-06 22:30:14 main:581] : INFO : Epoch 1968 | loss: 0.031174 | val_loss: 0.0311761 | Time: 1442.57 ms
[2021-10-06 22:30:15 main:581] : INFO : Epoch 1969 | loss: 0.0311727 | val_loss: 0.0311787 | Time: 1471.61 ms
[2021-10-06 22:30:16 main:581] : INFO : Epoch 1970 | loss: 0.0311738 | val_loss: 0.0311789 | Time: 1457.52 ms
[2021-10-06 22:30:18 main:581] : INFO : Epoch 1971 | loss: 0.0311737 | val_loss: 0.0311783 | Time: 1451.7 ms
[2021-10-06 22:30:19 main:581] : INFO : Epoch 1972 | loss: 0.0311739 | val_loss: 0.0311782 | Time: 1479.74 ms
[2021-10-06 22:30:21 main:581] : INFO : Epoch 1973 | loss: 0.031175 | val_loss: 0.0311772 | Time: 1436.65 ms
[2021-10-06 22:30:22 main:581] : INFO : Epoch 1974 | loss: 0.0311727 | val_loss: 0.0311778 | Time: 1428.93 ms
[2021-10-06 22:30:24 main:581] : INFO : Epoch 1975 | loss: 0.0311738 | val_loss: 0.0311832 | Time: 1463.51 ms
[2021-10-06 22:30:25 main:581] : INFO : Epoch 1976 | loss: 0.0311761 | val_loss: 0.0311791 | Time: 1461.59 ms
[2021-10-06 22:30:27 main:581] : INFO : Epoch 1977 | loss: 0.0311724 | val_loss: 0.0311761 | Time: 1456.94 ms
[2021-10-06 22:30:28 main:581] : INFO : Epoch 1978 | loss: 0.0311712 | val_loss: 0.0311768 | Time: 1454.64 ms
[2021-10-06 22:30:30 main:581] : INFO : Epoch 1979 | loss: 0.0311715 | val_loss: 0.0311779 | Time: 1472.72 ms
[2021-10-06 22:30:31 main:581] : INFO : Epoch 1980 | loss: 0.031171 | val_loss: 0.0311782 | Time: 1461.75 ms
[2021-10-06 22:30:33 main:581] : INFO : Epoch 1981 | loss: 0.0311713 | val_loss: 0.0311797 | Time: 1452.29 ms
[2021-10-06 22:30:34 main:581] : INFO : Epoch 1982 | loss: 0.0311741 | val_loss: 0.0311795 | Time: 1449.89 ms
[2021-10-06 22:30:35 main:581] : INFO : Epoch 1983 | loss: 0.0311731 | val_loss: 0.0311792 | Time: 1451.36 ms
[2021-10-06 22:30:37 main:581] : INFO : Epoch 1984 | loss: 0.0311719 | val_loss: 0.031179 | Time: 1451.55 ms
[2021-10-06 22:30:38 main:581] : INFO : Epoch 1985 | loss: 0.0311735 | val_loss: 0.0311854 | Time: 1430.43 ms
[2021-10-06 22:30:40 main:581] : INFO : Epoch 1986 | loss: 0.0311736 | val_loss: 0.0311798 | Time: 1444.67 ms
[2021-10-06 22:30:41 main:581] : INFO : Epoch 1987 | loss: 0.0311735 | val_loss: 0.031182 | Time: 1458.93 ms
[2021-10-06 22:30:43 main:581] : INFO : Epoch 1988 | loss: 0.0311709 | val_loss: 0.0311819 | Time: 1468.25 ms
[2021-10-06 22:30:44 main:581] : INFO : Epoch 1989 | loss: 0.0311698 | val_loss: 0.0311809 | Time: 1467.86 ms
[2021-10-06 22:30:46 main:581] : INFO : Epoch 1990 | loss: 0.0311702 | val_loss: 0.0311807 | Time: 1478.18 ms
[2021-10-06 22:30:47 main:581] : INFO : Epoch 1991 | loss: 0.03117 | val_loss: 0.0311808 | Time: 1458.39 ms
[2021-10-06 22:30:49 main:581] : INFO : Epoch 1992 | loss: 0.0311709 | val_loss: 0.0311792 | Time: 1463.26 ms
[2021-10-06 22:30:50 main:581] : INFO : Epoch 1993 | loss: 0.0311703 | val_loss: 0.0311814 | Time: 1454.87 ms
[2021-10-06 22:30:51 main:581] : INFO : Epoch 1994 | loss: 0.0311722 | val_loss: 0.0311795 | Time: 1442.96 ms
[2021-10-06 22:30:53 main:581] : INFO : Epoch 1995 | loss: 0.0311701 | val_loss: 0.0311795 | Time: 1471.56 ms
[2021-10-06 22:30:54 main:581] : INFO : Epoch 1996 | loss: 0.0311689 | val_loss: 0.031179 | Time: 1456.14 ms
[2021-10-06 22:30:56 main:581] : INFO : Epoch 1997 | loss: 0.0311683 | val_loss: 0.03118 | Time: 1450.84 ms
[2021-10-06 22:30:57 main:581] : INFO : Epoch 1998 | loss: 0.0311682 | val_loss: 0.0311796 | Time: 1444.54 ms
[2021-10-06 22:30:59 main:581] : INFO : Epoch 1999 | loss: 0.0311688 | val_loss: 0.0311781 | Time: 1470.49 ms
[2021-10-06 22:31:00 main:581] : INFO : Epoch 2000 | loss: 0.0311679 | val_loss: 0.0311839 | Time: 1460.07 ms
[2021-10-06 22:31:02 main:581] : INFO : Epoch 2001 | loss: 0.0311704 | val_loss: 0.0311831 | Time: 1457.64 ms
[2021-10-06 22:31:03 main:581] : INFO : Epoch 2002 | loss: 0.0311686 | val_loss: 0.03118 | Time: 1430.04 ms
[2021-10-06 22:31:05 main:581] : INFO : Epoch 2003 | loss: 0.03117 | val_loss: 0.0311826 | Time: 1450.02 ms
[2021-10-06 22:31:06 main:581] : INFO : Epoch 2004 | loss: 0.0311692 | val_loss: 0.0311789 | Time: 1451.46 ms
[2021-10-06 22:31:07 main:581] : INFO : Epoch 2005 | loss: 0.0311711 | val_loss: 0.031184 | Time: 1477.18 ms
[2021-10-06 22:31:09 main:581] : INFO : Epoch 2006 | loss: 0.0311689 | val_loss: 0.0311815 | Time: 1450.42 ms
[2021-10-06 22:31:10 main:581] : INFO : Epoch 2007 | loss: 0.0311713 | val_loss: 0.0311804 | Time: 1469.27 ms
[2021-10-06 22:31:12 main:581] : INFO : Epoch 2008 | loss: 0.0311685 | val_loss: 0.0311787 | Time: 1458.53 ms
[2021-10-06 22:31:13 main:581] : INFO : Epoch 2009 | loss: 0.0311693 | val_loss: 0.0311784 | Time: 1461.61 ms
[2021-10-06 22:31:15 main:581] : INFO : Epoch 2010 | loss: 0.0311679 | val_loss: 0.031179 | Time: 1472.06 ms
[2021-10-06 22:31:16 main:581] : INFO : Epoch 2011 | loss: 0.0311675 | val_loss: 0.0311789 | Time: 1445.12 ms
[2021-10-06 22:31:18 main:581] : INFO : Epoch 2012 | loss: 0.0311674 | val_loss: 0.0311798 | Time: 1425.05 ms
[2021-10-06 22:31:19 main:581] : INFO : Epoch 2013 | loss: 0.0311677 | val_loss: 0.0311765 | Time: 1431.47 ms
[2021-10-06 22:31:21 main:581] : INFO : Epoch 2014 | loss: 0.0311684 | val_loss: 0.0311859 | Time: 1478.73 ms
[2021-10-06 22:31:22 main:581] : INFO : Epoch 2015 | loss: 0.0311682 | val_loss: 0.0311786 | Time: 1450.43 ms
[2021-10-06 22:31:23 main:581] : INFO : Epoch 2016 | loss: 0.0311672 | val_loss: 0.0311791 | Time: 1451.55 ms
[2021-10-06 22:31:25 main:581] : INFO : Epoch 2017 | loss: 0.0311674 | val_loss: 0.031181 | Time: 1458.15 ms
[2021-10-06 22:31:26 main:581] : INFO : Epoch 2018 | loss: 0.0311682 | val_loss: 0.0311803 | Time: 1456.87 ms
[2021-10-06 22:31:28 main:581] : INFO : Epoch 2019 | loss: 0.0311679 | val_loss: 0.0311791 | Time: 1473.69 ms
[2021-10-06 22:31:29 main:581] : INFO : Epoch 2020 | loss: 0.0311671 | val_loss: 0.0311775 | Time: 1462.32 ms
[2021-10-06 22:31:31 main:581] : INFO : Epoch 2021 | loss: 0.0311665 | val_loss: 0.0311764 | Time: 1424.98 ms
[2021-10-06 22:31:32 main:581] : INFO : Epoch 2022 | loss: 0.0311683 | val_loss: 0.0311804 | Time: 1466.87 ms
[2021-10-06 22:31:34 main:581] : INFO : Epoch 2023 | loss: 0.0311679 | val_loss: 0.0311791 | Time: 1423.49 ms
[2021-10-06 22:31:35 main:581] : INFO : Epoch 2024 | loss: 0.0311667 | val_loss: 0.0311768 | Time: 1453.37 ms
[2021-10-06 22:31:37 main:581] : INFO : Epoch 2025 | loss: 0.031167 | val_loss: 0.0311787 | Time: 1477.77 ms
[2021-10-06 22:31:38 main:581] : INFO : Epoch 2026 | loss: 0.0311687 | val_loss: 0.0311774 | Time: 1467.53 ms
[2021-10-06 22:31:39 main:581] : INFO : Epoch 2027 | loss: 0.0311662 | val_loss: 0.0311773 | Time: 1464.24 ms
[2021-10-06 22:31:41 main:581] : INFO : Epoch 2028 | loss: 0.0311652 | val_loss: 0.0311804 | Time: 1477.83 ms
[2021-10-06 22:31:42 main:581] : INFO : Epoch 2029 | loss: 0.0311668 | val_loss: 0.0311773 | Time: 1447.96 ms
[2021-10-06 22:31:44 main:581] : INFO : Epoch 2030 | loss: 0.0311708 | val_loss: 0.0311788 | Time: 1481.89 ms
[2021-10-06 22:31:45 main:581] : INFO : Epoch 2031 | loss: 0.0311686 | val_loss: 0.0311804 | Time: 1477.12 ms
[2021-10-06 22:31:47 main:581] : INFO : Epoch 2032 | loss: 0.0311686 | val_loss: 0.0311778 | Time: 1473.63 ms
[2021-10-06 22:31:48 main:581] : INFO : Epoch 2033 | loss: 0.031168 | val_loss: 0.0311785 | Time: 1467.1 ms
[2021-10-06 22:31:50 main:581] : INFO : Epoch 2034 | loss: 0.0311668 | val_loss: 0.0311788 | Time: 1465.26 ms
[2021-10-06 22:31:51 main:581] : INFO : Epoch 2035 | loss: 0.031166 | val_loss: 0.0311805 | Time: 1475.96 ms
[2021-10-06 22:31:53 main:581] : INFO : Epoch 2036 | loss: 0.0311668 | val_loss: 0.0311787 | Time: 1473.39 ms
[2021-10-06 22:31:54 main:581] : INFO : Epoch 2037 | loss: 0.0311671 | val_loss: 0.0311798 | Time: 1464.76 ms
[2021-10-06 22:31:56 main:581] : INFO : Epoch 2038 | loss: 0.0311676 | val_loss: 0.0311799 | Time: 1461.81 ms
[2021-10-06 22:31:57 main:581] : INFO : Epoch 2039 | loss: 0.0311656 | val_loss: 0.0311819 | Time: 1487.96 ms
[2021-10-06 22:31:59 main:581] : INFO : Epoch 2040 | loss: 0.0311655 | val_loss: 0.0311792 | Time: 1477.17 ms
[2021-10-06 22:32:00 main:581] : INFO : Epoch 2041 | loss: 0.0311658 | val_loss: 0.0311795 | Time: 1484.65 ms
[2021-10-06 22:32:02 main:581] : INFO : Epoch 2042 | loss: 0.031166 | val_loss: 0.0311796 | Time: 1482.08 ms
[2021-10-06 22:32:03 main:581] : INFO : Epoch 2043 | loss: 0.0311685 | val_loss: 0.031184 | Time: 1481.61 ms
[2021-10-06 22:32:05 main:581] : INFO : Epoch 2044 | loss: 0.0311658 | val_loss: 0.0311788 | Time: 1494.51 ms
[2021-10-06 22:32:06 main:581] : INFO : Epoch 2045 | loss: 0.0311658 | val_loss: 0.0311822 | Time: 1459.73 ms
[2021-10-06 22:32:07 main:581] : INFO : Epoch 2046 | loss: 0.0311651 | val_loss: 0.0311792 | Time: 1460.41 ms
[2021-10-06 22:32:09 main:581] : INFO : Epoch 2047 | loss: 0.031166 | val_loss: 0.0311814 | Time: 1471.82 ms
[2021-10-06 22:32:10 main:581] : INFO : Epoch 2048 | loss: 0.0311676 | val_loss: 0.0311887 | Time: 1472.43 ms
[2021-10-06 22:32:10 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311887
[2021-10-06 22:32:10 main:610] : INFO : Saving end state to config to file
[2021-10-06 22:32:10 main:615] : INFO : Success, exiting..
22:32:10 (1369528): 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)