Task 7537097
| Name | ParityModified-1631728230-1075-1_3 |
| Workunit | 5057735 |
| Created | 22 Sep 2021, 23:18:40 UTC |
| Sent | 23 Sep 2021, 0:09:00 UTC |
| Report deadline | 30 Sep 2021, 0:09:00 UTC |
| Received | 23 Sep 2021, 1:07:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15192 |
| Run time | 51 min 33 sec |
| CPU time | 51 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,858.76 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: 0.0311996 | val_loss: 0.0312335 | Time: 1455.58 ms
[2021-09-22 20:54:22 main:581] : INFO : Epoch 1539 | loss: 0.0312048 | val_loss: 0.0312067 | Time: 1485.78 ms
[2021-09-22 20:54:24 main:581] : INFO : Epoch 1540 | loss: 0.0311948 | val_loss: 0.0311978 | Time: 1543.6 ms
[2021-09-22 20:54:25 main:581] : INFO : Epoch 1541 | loss: 0.0311958 | val_loss: 0.0311971 | Time: 1599.98 ms
[2021-09-22 20:54:27 main:581] : INFO : Epoch 1542 | loss: 0.0311925 | val_loss: 0.0311955 | Time: 1588.28 ms
[2021-09-22 20:54:28 main:581] : INFO : Epoch 1543 | loss: 0.0311985 | val_loss: 0.0312435 | Time: 1455.84 ms
[2021-09-22 20:54:30 main:581] : INFO : Epoch 1544 | loss: 0.031216 | val_loss: 0.0312648 | Time: 1458.48 ms
[2021-09-22 20:54:31 main:581] : INFO : Epoch 1545 | loss: 0.0312087 | val_loss: 0.031197 | Time: 1449.31 ms
[2021-09-22 20:54:33 main:581] : INFO : Epoch 1546 | loss: 0.0311893 | val_loss: 0.0311917 | Time: 1458.59 ms
[2021-09-22 20:54:34 main:581] : INFO : Epoch 1547 | loss: 0.0311918 | val_loss: 0.0311979 | Time: 1424.2 ms
[2021-09-22 20:54:35 main:581] : INFO : Epoch 1548 | loss: 0.0311926 | val_loss: 0.0311967 | Time: 1458.41 ms
[2021-09-22 20:54:37 main:581] : INFO : Epoch 1549 | loss: 0.0311904 | val_loss: 0.0311885 | Time: 1468.43 ms
[2021-09-22 20:54:38 main:581] : INFO : Epoch 1550 | loss: 0.0311865 | val_loss: 0.0311871 | Time: 1484.86 ms
[2021-09-22 20:54:40 main:581] : INFO : Epoch 1551 | loss: 0.0311873 | val_loss: 0.031187 | Time: 1531.11 ms
[2021-09-22 20:54:41 main:581] : INFO : Epoch 1552 | loss: 0.0311894 | val_loss: 0.0311881 | Time: 1542.02 ms
[2021-09-22 20:54:43 main:581] : INFO : Epoch 1553 | loss: 0.0311834 | val_loss: 0.0311964 | Time: 1572.27 ms
[2021-09-22 20:54:45 main:581] : INFO : Epoch 1554 | loss: 0.0311853 | val_loss: 0.031182 | Time: 1503.74 ms
[2021-09-22 20:54:46 main:581] : INFO : Epoch 1555 | loss: 0.0311831 | val_loss: 0.0311826 | Time: 1469.34 ms
[2021-09-22 20:54:48 main:581] : INFO : Epoch 1556 | loss: 0.0311901 | val_loss: 0.0311969 | Time: 1478.99 ms
[2021-09-22 20:54:49 main:581] : INFO : Epoch 1557 | loss: 0.0311959 | val_loss: 0.0311992 | Time: 1462.6 ms
[2021-09-22 20:54:50 main:581] : INFO : Epoch 1558 | loss: 0.0311973 | val_loss: 0.0311993 | Time: 1461.09 ms
[2021-09-22 20:54:52 main:581] : INFO : Epoch 1559 | loss: 0.0311914 | val_loss: 0.0311854 | Time: 1572.48 ms
[2021-09-22 20:54:54 main:581] : INFO : Epoch 1560 | loss: 0.0311869 | val_loss: 0.0311838 | Time: 1492.08 ms
[2021-09-22 20:54:55 main:581] : INFO : Epoch 1561 | loss: 0.0311838 | val_loss: 0.0311858 | Time: 1489.95 ms
[2021-09-22 20:54:57 main:581] : INFO : Epoch 1562 | loss: 0.0311846 | val_loss: 0.0311817 | Time: 1602.01 ms
[2021-09-22 20:54:58 main:581] : INFO : Epoch 1563 | loss: 0.0311808 | val_loss: 0.0311805 | Time: 1585.87 ms
[2021-09-22 20:55:00 main:581] : INFO : Epoch 1564 | loss: 0.0311808 | val_loss: 0.0311847 | Time: 1474.9 ms
[2021-09-22 20:55:01 main:581] : INFO : Epoch 1565 | loss: 0.0311809 | val_loss: 0.0311994 | Time: 1507.19 ms
[2021-09-22 20:55:03 main:581] : INFO : Epoch 1566 | loss: 0.0311862 | val_loss: 0.0312023 | Time: 1519.46 ms
[2021-09-22 20:55:04 main:581] : INFO : Epoch 1567 | loss: 0.0311875 | val_loss: 0.0311817 | Time: 1466.5 ms
[2021-09-22 20:55:06 main:581] : INFO : Epoch 1568 | loss: 0.0311828 | val_loss: 0.0311818 | Time: 1437.74 ms
[2021-09-22 20:55:07 main:581] : INFO : Epoch 1569 | loss: 0.0311798 | val_loss: 0.0311834 | Time: 1435.84 ms
[2021-09-22 20:55:08 main:581] : INFO : Epoch 1570 | loss: 0.0311783 | val_loss: 0.0311806 | Time: 1468.79 ms
[2021-09-22 20:55:10 main:581] : INFO : Epoch 1571 | loss: 0.0311757 | val_loss: 0.03118 | Time: 1478 ms
[2021-09-22 20:55:11 main:581] : INFO : Epoch 1572 | loss: 0.0311756 | val_loss: 0.0311828 | Time: 1469.47 ms
[2021-09-22 20:55:13 main:581] : INFO : Epoch 1573 | loss: 0.0311799 | val_loss: 0.0311819 | Time: 1462.35 ms
[2021-09-22 20:55:14 main:581] : INFO : Epoch 1574 | loss: 0.0311877 | val_loss: 0.0311807 | Time: 1508.8 ms
[2021-09-22 20:55:16 main:581] : INFO : Epoch 1575 | loss: 0.0311805 | val_loss: 0.0311919 | Time: 1511.67 ms
[2021-09-22 20:55:17 main:581] : INFO : Epoch 1576 | loss: 0.0311784 | val_loss: 0.0311787 | Time: 1558.74 ms
[2021-09-22 20:55:19 main:581] : INFO : Epoch 1577 | loss: 0.0311782 | val_loss: 0.0311786 | Time: 1532.92 ms
[2021-09-22 20:55:21 main:581] : INFO : Epoch 1578 | loss: 0.0311788 | val_loss: 0.0311886 | Time: 1517.35 ms
[2021-09-22 20:55:22 main:581] : INFO : Epoch 1579 | loss: 0.031186 | val_loss: 0.031178 | Time: 1567.59 ms
[2021-09-22 20:55:24 main:581] : INFO : Epoch 1580 | loss: 0.031177 | val_loss: 0.0311805 | Time: 1492.79 ms
[2021-09-22 20:55:25 main:581] : INFO : Epoch 1581 | loss: 0.031179 | val_loss: 0.0311773 | Time: 1473.87 ms
[2021-09-22 20:55:27 main:581] : INFO : Epoch 1582 | loss: 0.0311788 | val_loss: 0.0311852 | Time: 1465.23 ms
[2021-09-22 20:55:28 main:581] : INFO : Epoch 1583 | loss: 0.031191 | val_loss: 0.0311915 | Time: 1450.83 ms
[2021-09-22 20:55:29 main:581] : INFO : Epoch 1584 | loss: 0.0311772 | val_loss: 0.0311783 | Time: 1447.95 ms
[2021-09-22 20:55:31 main:581] : INFO : Epoch 1585 | loss: 0.0311764 | val_loss: 0.0311816 | Time: 1433.33 ms
[2021-09-22 20:55:32 main:581] : INFO : Epoch 1586 | loss: 0.0311756 | val_loss: 0.0312122 | Time: 1504.82 ms
[2021-09-22 20:55:34 main:581] : INFO : Epoch 1587 | loss: 0.0311869 | val_loss: 0.031184 | Time: 1548.85 ms
[2021-09-22 20:55:35 main:581] : INFO : Epoch 1588 | loss: 0.0311767 | val_loss: 0.0311806 | Time: 1556.16 ms
[2021-09-22 20:55:37 main:581] : INFO : Epoch 1589 | loss: 0.0311751 | val_loss: 0.0311806 | Time: 1587.82 ms
[2021-09-22 20:55:39 main:581] : INFO : Epoch 1590 | loss: 0.0311786 | val_loss: 0.031182 | Time: 1580.28 ms
[2021-09-22 20:55:40 main:581] : INFO : Epoch 1591 | loss: 0.0311877 | val_loss: 0.0311994 | Time: 1549.46 ms
[2021-09-22 20:55:42 main:581] : INFO : Epoch 1592 | loss: 0.0311773 | val_loss: 0.0311813 | Time: 1479.73 ms
[2021-09-22 20:55:43 main:581] : INFO : Epoch 1593 | loss: 0.031183 | val_loss: 0.0311867 | Time: 1488.28 ms
[2021-09-22 20:55:45 main:581] : INFO : Epoch 1594 | loss: 0.031181 | val_loss: 0.0311811 | Time: 1469.5 ms
[2021-09-22 20:55:46 main:581] : INFO : Epoch 1595 | loss: 0.0311779 | val_loss: 0.0311793 | Time: 1526.61 ms
[2021-09-22 20:55:48 main:581] : INFO : Epoch 1596 | loss: 0.0311807 | val_loss: 0.0311804 | Time: 1523.16 ms
[2021-09-22 20:55:49 main:581] : INFO : Epoch 1597 | loss: 0.0311781 | val_loss: 0.0311781 | Time: 1498.78 ms
[2021-09-22 20:55:51 main:581] : INFO : Epoch 1598 | loss: 0.0311751 | val_loss: 0.0311775 | Time: 1558.92 ms
[2021-09-22 20:55:52 main:581] : INFO : Epoch 1599 | loss: 0.0311838 | val_loss: 0.0311898 | Time: 1608.11 ms
[2021-09-22 20:55:54 main:581] : INFO : Epoch 1600 | loss: 0.0311796 | val_loss: 0.0311779 | Time: 1537.87 ms
[2021-09-22 20:55:55 main:581] : INFO : Epoch 1601 | loss: 0.0311805 | val_loss: 0.0311792 | Time: 1518.09 ms
[2021-09-22 20:55:57 main:581] : INFO : Epoch 1602 | loss: 0.0311849 | val_loss: 0.0311884 | Time: 1515.11 ms
[2021-09-22 20:55:58 main:581] : INFO : Epoch 1603 | loss: 0.0311737 | val_loss: 0.0311736 | Time: 1508.83 ms
[2021-09-22 20:56:00 main:581] : INFO : Epoch 1604 | loss: 0.0311738 | val_loss: 0.0311778 | Time: 1492.8 ms
[2021-09-22 20:56:01 main:581] : INFO : Epoch 1605 | loss: 0.0311746 | val_loss: 0.0311754 | Time: 1465.21 ms
[2021-09-22 20:56:03 main:581] : INFO : Epoch 1606 | loss: 0.0311718 | val_loss: 0.0311725 | Time: 1503.91 ms
[2021-09-22 20:56:04 main:581] : INFO : Epoch 1607 | loss: 0.0311709 | val_loss: 0.0311711 | Time: 1502.61 ms
[2021-09-22 20:56:06 main:581] : INFO : Epoch 1608 | loss: 0.0311712 | val_loss: 0.0311762 | Time: 1512.06 ms
[2021-09-22 20:56:07 main:581] : INFO : Epoch 1609 | loss: 0.0311715 | val_loss: 0.0311766 | Time: 1524.1 ms
[2021-09-22 20:56:09 main:581] : INFO : Epoch 1610 | loss: 0.0311694 | val_loss: 0.0311742 | Time: 1447.07 ms
[2021-09-22 20:56:10 main:581] : INFO : Epoch 1611 | loss: 0.0311777 | val_loss: 0.0311997 | Time: 1449.49 ms
[2021-09-22 20:56:12 main:581] : INFO : Epoch 1612 | loss: 0.0311706 | val_loss: 0.0311733 | Time: 1529.05 ms
[2021-09-22 20:56:13 main:581] : INFO : Epoch 1613 | loss: 0.0311747 | val_loss: 0.0311781 | Time: 1516.64 ms
[2021-09-22 20:56:15 main:581] : INFO : Epoch 1614 | loss: 0.0311695 | val_loss: 0.0311717 | Time: 1483.87 ms
[2021-09-22 20:56:16 main:581] : INFO : Epoch 1615 | loss: 0.0311687 | val_loss: 0.0311704 | Time: 1526.55 ms
[2021-09-22 20:56:18 main:581] : INFO : Epoch 1616 | loss: 0.0311652 | val_loss: 0.0311716 | Time: 1485.95 ms
[2021-09-22 20:56:19 main:581] : INFO : Epoch 1617 | loss: 0.031167 | val_loss: 0.0311707 | Time: 1495.24 ms
[2021-09-22 20:56:21 main:581] : INFO : Epoch 1618 | loss: 0.031169 | val_loss: 0.0311754 | Time: 1491.13 ms
[2021-09-22 20:56:22 main:581] : INFO : Epoch 1619 | loss: 0.0311666 | val_loss: 0.0311746 | Time: 1522.86 ms
[2021-09-22 20:56:24 main:581] : INFO : Epoch 1620 | loss: 0.0311686 | val_loss: 0.0311726 | Time: 1494.96 ms
[2021-09-22 20:56:25 main:581] : INFO : Epoch 1621 | loss: 0.0311694 | val_loss: 0.0311851 | Time: 1452.08 ms
[2021-09-22 20:56:27 main:581] : INFO : Epoch 1622 | loss: 0.0311842 | val_loss: 0.031188 | Time: 1450.44 ms
[2021-09-22 20:56:28 main:581] : INFO : Epoch 1623 | loss: 0.0311733 | val_loss: 0.0311769 | Time: 1477.52 ms
[2021-09-22 20:56:30 main:581] : INFO : Epoch 1624 | loss: 0.0311773 | val_loss: 0.031169 | Time: 1474.12 ms
[2021-09-22 20:56:31 main:581] : INFO : Epoch 1625 | loss: 0.0311706 | val_loss: 0.0311831 | Time: 1499.44 ms
[2021-09-22 20:56:33 main:581] : INFO : Epoch 1626 | loss: 0.031169 | val_loss: 0.0311759 | Time: 1545.18 ms
[2021-09-22 20:56:34 main:581] : INFO : Epoch 1627 | loss: 0.0311658 | val_loss: 0.0311689 | Time: 1546.48 ms
[2021-09-22 20:56:36 main:581] : INFO : Epoch 1628 | loss: 0.0311657 | val_loss: 0.0311677 | Time: 1541.89 ms
[2021-09-22 20:56:37 main:581] : INFO : Epoch 1629 | loss: 0.0311637 | val_loss: 0.0311732 | Time: 1567.36 ms
[2021-09-22 20:56:39 main:581] : INFO : Epoch 1630 | loss: 0.0311683 | val_loss: 0.0311694 | Time: 1556.68 ms
[2021-09-22 20:56:40 main:581] : INFO : Epoch 1631 | loss: 0.0311658 | val_loss: 0.0311751 | Time: 1501.62 ms
[2021-09-22 20:56:42 main:581] : INFO : Epoch 1632 | loss: 0.0311696 | val_loss: 0.0311772 | Time: 1484.57 ms
[2021-09-22 20:56:43 main:581] : INFO : Epoch 1633 | loss: 0.0311715 | val_loss: 0.0311771 | Time: 1453.25 ms
[2021-09-22 20:56:45 main:581] : INFO : Epoch 1634 | loss: 0.0311637 | val_loss: 0.0311675 | Time: 1466.85 ms
[2021-09-22 20:56:46 main:581] : INFO : Epoch 1635 | loss: 0.0311652 | val_loss: 0.0311763 | Time: 1455.75 ms
[2021-09-22 20:56:48 main:581] : INFO : Epoch 1636 | loss: 0.0311642 | val_loss: 0.0311685 | Time: 1470.43 ms
[2021-09-22 20:56:49 main:581] : INFO : Epoch 1637 | loss: 0.0311773 | val_loss: 0.031184 | Time: 1468.63 ms
[2021-09-22 20:56:51 main:581] : INFO : Epoch 1638 | loss: 0.0311684 | val_loss: 0.0311674 | Time: 1507.62 ms
[2021-09-22 20:56:52 main:581] : INFO : Epoch 1639 | loss: 0.0311641 | val_loss: 0.0311659 | Time: 1554.88 ms
[2021-09-22 20:56:54 main:581] : INFO : Epoch 1640 | loss: 0.0311648 | val_loss: 0.0311698 | Time: 1552.61 ms
[2021-09-22 20:56:55 main:581] : INFO : Epoch 1641 | loss: 0.031164 | val_loss: 0.0311691 | Time: 1534.01 ms
[2021-09-22 20:56:57 main:581] : INFO : Epoch 1642 | loss: 0.031161 | val_loss: 0.0311689 | Time: 1525.47 ms
[2021-09-22 20:56:58 main:581] : INFO : Epoch 1643 | loss: 0.0311605 | val_loss: 0.0311681 | Time: 1467.22 ms
[2021-09-22 20:57:00 main:581] : INFO : Epoch 1644 | loss: 0.0311601 | val_loss: 0.0311642 | Time: 1442.02 ms
[2021-09-22 20:57:01 main:581] : INFO : Epoch 1645 | loss: 0.0311598 | val_loss: 0.0311643 | Time: 1548.32 ms
[2021-09-22 20:57:03 main:581] : INFO : Epoch 1646 | loss: 0.0311606 | val_loss: 0.0311773 | Time: 1491.32 ms
[2021-09-22 20:57:04 main:581] : INFO : Epoch 1647 | loss: 0.0311643 | val_loss: 0.0311724 | Time: 1562.09 ms
[2021-09-22 20:57:06 main:581] : INFO : Epoch 1648 | loss: 0.0311644 | val_loss: 0.0311676 | Time: 1524.21 ms
[2021-09-22 20:57:08 main:581] : INFO : Epoch 1649 | loss: 0.0311678 | val_loss: 0.0311798 | Time: 1556.66 ms
[2021-09-22 20:57:09 main:581] : INFO : Epoch 1650 | loss: 0.0311648 | val_loss: 0.0311672 | Time: 1551.25 ms
[2021-09-22 20:57:11 main:581] : INFO : Epoch 1651 | loss: 0.0311568 | val_loss: 0.031165 | Time: 1514.1 ms
[2021-09-22 20:57:12 main:581] : INFO : Epoch 1652 | loss: 0.0311593 | val_loss: 0.0311667 | Time: 1535.03 ms
[2021-09-22 20:57:14 main:581] : INFO : Epoch 1653 | loss: 0.0311589 | val_loss: 0.0311678 | Time: 1591.85 ms
[2021-09-22 20:57:15 main:581] : INFO : Epoch 1654 | loss: 0.0311672 | val_loss: 0.03117 | Time: 1565.66 ms
[2021-09-22 20:57:17 main:581] : INFO : Epoch 1655 | loss: 0.031161 | val_loss: 0.0311861 | Time: 1488.45 ms
[2021-09-22 20:57:18 main:581] : INFO : Epoch 1656 | loss: 0.031163 | val_loss: 0.0311874 | Time: 1510.98 ms
[2021-09-22 20:57:20 main:581] : INFO : Epoch 1657 | loss: 0.0311634 | val_loss: 0.0311641 | Time: 1498.86 ms
[2021-09-22 20:57:21 main:581] : INFO : Epoch 1658 | loss: 0.0311578 | val_loss: 0.0311758 | Time: 1502.46 ms
[2021-09-22 20:57:23 main:581] : INFO : Epoch 1659 | loss: 0.031155 | val_loss: 0.0311631 | Time: 1537.9 ms
[2021-09-22 20:57:24 main:581] : INFO : Epoch 1660 | loss: 0.0311563 | val_loss: 0.0311653 | Time: 1515.33 ms
[2021-09-22 20:57:26 main:581] : INFO : Epoch 1661 | loss: 0.0311578 | val_loss: 0.0311703 | Time: 1570.2 ms
[2021-09-22 20:57:28 main:581] : INFO : Epoch 1662 | loss: 0.0311621 | val_loss: 0.0311657 | Time: 1550.41 ms
[2021-09-22 20:57:29 main:581] : INFO : Epoch 1663 | loss: 0.031164 | val_loss: 0.0311801 | Time: 1569.42 ms
[2021-09-22 20:57:31 main:581] : INFO : Epoch 1664 | loss: 0.0311632 | val_loss: 0.0311635 | Time: 1623.4 ms
[2021-09-22 20:57:32 main:581] : INFO : Epoch 1665 | loss: 0.031158 | val_loss: 0.0311626 | Time: 1556.74 ms
[2021-09-22 20:57:34 main:581] : INFO : Epoch 1666 | loss: 0.0311584 | val_loss: 0.0311644 | Time: 1590.05 ms
[2021-09-22 20:57:35 main:581] : INFO : Epoch 1667 | loss: 0.0311573 | val_loss: 0.0311662 | Time: 1469.88 ms
[2021-09-22 20:57:37 main:581] : INFO : Epoch 1668 | loss: 0.0311644 | val_loss: 0.0311629 | Time: 1475.59 ms
[2021-09-22 20:57:38 main:581] : INFO : Epoch 1669 | loss: 0.0311704 | val_loss: 0.0311657 | Time: 1449.81 ms
[2021-09-22 20:57:40 main:581] : INFO : Epoch 1670 | loss: 0.0311658 | val_loss: 0.0311796 | Time: 1491.44 ms
[2021-09-22 20:57:41 main:581] : INFO : Epoch 1671 | loss: 0.031163 | val_loss: 0.0311625 | Time: 1496.88 ms
[2021-09-22 20:57:43 main:581] : INFO : Epoch 1672 | loss: 0.0311613 | val_loss: 0.0311668 | Time: 1472.79 ms
[2021-09-22 20:57:44 main:581] : INFO : Epoch 1673 | loss: 0.0311604 | val_loss: 0.0311673 | Time: 1458.69 ms
[2021-09-22 20:57:46 main:581] : INFO : Epoch 1674 | loss: 0.0311616 | val_loss: 0.0311897 | Time: 1491.23 ms
[2021-09-22 20:57:47 main:581] : INFO : Epoch 1675 | loss: 0.0311596 | val_loss: 0.0311625 | Time: 1504.94 ms
[2021-09-22 20:57:49 main:581] : INFO : Epoch 1676 | loss: 0.0311601 | val_loss: 0.0311635 | Time: 1495.34 ms
[2021-09-22 20:57:50 main:581] : INFO : Epoch 1677 | loss: 0.0311581 | val_loss: 0.0311609 | Time: 1550.11 ms
[2021-09-22 20:57:52 main:581] : INFO : Epoch 1678 | loss: 0.0311585 | val_loss: 0.0311747 | Time: 1527.97 ms
[2021-09-22 20:57:53 main:581] : INFO : Epoch 1679 | loss: 0.0311687 | val_loss: 0.0311745 | Time: 1457.84 ms
[2021-09-22 20:57:55 main:581] : INFO : Epoch 1680 | loss: 0.0311599 | val_loss: 0.0311678 | Time: 1474.7 ms
[2021-09-22 20:57:56 main:581] : INFO : Epoch 1681 | loss: 0.0311564 | val_loss: 0.0311598 | Time: 1513.63 ms
[2021-09-22 20:57:58 main:581] : INFO : Epoch 1682 | loss: 0.0311561 | val_loss: 0.0311671 | Time: 1595.78 ms
[2021-09-22 20:57:59 main:581] : INFO : Epoch 1683 | loss: 0.0311685 | val_loss: 0.0311684 | Time: 1528.53 ms
[2021-09-22 20:58:01 main:581] : INFO : Epoch 1684 | loss: 0.0311622 | val_loss: 0.0311626 | Time: 1439.23 ms
[2021-09-22 20:58:02 main:581] : INFO : Epoch 1685 | loss: 0.0311594 | val_loss: 0.0311633 | Time: 1413.76 ms
[2021-09-22 20:58:04 main:581] : INFO : Epoch 1686 | loss: 0.031158 | val_loss: 0.0311599 | Time: 1449.79 ms
[2021-09-22 20:58:05 main:581] : INFO : Epoch 1687 | loss: 0.0311554 | val_loss: 0.031161 | Time: 1474.91 ms
[2021-09-22 20:58:07 main:581] : INFO : Epoch 1688 | loss: 0.0311591 | val_loss: 0.0311603 | Time: 1511.46 ms
[2021-09-22 20:58:08 main:581] : INFO : Epoch 1689 | loss: 0.0311563 | val_loss: 0.0311599 | Time: 1624.88 ms
[2021-09-22 20:58:10 main:581] : INFO : Epoch 1690 | loss: 0.0311551 | val_loss: 0.0311618 | Time: 1491.03 ms
[2021-09-22 20:58:11 main:581] : INFO : Epoch 1691 | loss: 0.0311559 | val_loss: 0.0311754 | Time: 1484.33 ms
[2021-09-22 20:58:13 main:581] : INFO : Epoch 1692 | loss: 0.0311585 | val_loss: 0.0311595 | Time: 1513.56 ms
[2021-09-22 20:58:14 main:581] : INFO : Epoch 1693 | loss: 0.0311563 | val_loss: 0.0311609 | Time: 1451.22 ms
[2021-09-22 20:58:16 main:581] : INFO : Epoch 1694 | loss: 0.0311541 | val_loss: 0.0311616 | Time: 1449.73 ms
[2021-09-22 20:58:17 main:581] : INFO : Epoch 1695 | loss: 0.0311543 | val_loss: 0.0311608 | Time: 1498.9 ms
[2021-09-22 20:58:19 main:581] : INFO : Epoch 1696 | loss: 0.0311516 | val_loss: 0.0311575 | Time: 1505.86 ms
[2021-09-22 20:58:20 main:581] : INFO : Epoch 1697 | loss: 0.0311624 | val_loss: 0.0311937 | Time: 1598.28 ms
[2021-09-22 20:58:22 main:581] : INFO : Epoch 1698 | loss: 0.0311637 | val_loss: 0.0311614 | Time: 1502.36 ms
[2021-09-22 20:58:23 main:581] : INFO : Epoch 1699 | loss: 0.0311538 | val_loss: 0.031158 | Time: 1585.14 ms
[2021-09-22 20:58:25 main:581] : INFO : Epoch 1700 | loss: 0.031153 | val_loss: 0.0311626 | Time: 1504.22 ms
[2021-09-22 20:58:26 main:581] : INFO : Epoch 1701 | loss: 0.0311572 | val_loss: 0.0311579 | Time: 1503.19 ms
[2021-09-22 20:58:28 main:581] : INFO : Epoch 1702 | loss: 0.0311557 | val_loss: 0.0311618 | Time: 1494.45 ms
[2021-09-22 20:58:29 main:581] : INFO : Epoch 1703 | loss: 0.0311548 | val_loss: 0.0311663 | Time: 1481.2 ms
[2021-09-22 20:58:31 main:581] : INFO : Epoch 1704 | loss: 0.0311545 | val_loss: 0.0311592 | Time: 1594 ms
[2021-09-22 20:58:32 main:581] : INFO : Epoch 1705 | loss: 0.0311505 | val_loss: 0.0311722 | Time: 1537.06 ms
[2021-09-22 20:58:34 main:581] : INFO : Epoch 1706 | loss: 0.0311528 | val_loss: 0.031162 | Time: 1442.3 ms
[2021-09-22 20:58:35 main:581] : INFO : Epoch 1707 | loss: 0.0311539 | val_loss: 0.0311641 | Time: 1508.19 ms
[2021-09-22 20:58:37 main:581] : INFO : Epoch 1708 | loss: 0.0311572 | val_loss: 0.0311686 | Time: 1488.16 ms
[2021-09-22 20:58:38 main:581] : INFO : Epoch 1709 | loss: 0.0311563 | val_loss: 0.0311596 | Time: 1582.82 ms
[2021-09-22 20:58:40 main:581] : INFO : Epoch 1710 | loss: 0.0311537 | val_loss: 0.0311709 | Time: 1601.17 ms
[2021-09-22 20:58:42 main:581] : INFO : Epoch 1711 | loss: 0.0311538 | val_loss: 0.0311813 | Time: 1548.28 ms
[2021-09-22 20:58:43 main:581] : INFO : Epoch 1712 | loss: 0.0311563 | val_loss: 0.0311634 | Time: 1489.13 ms
[2021-09-22 20:58:45 main:581] : INFO : Epoch 1713 | loss: 0.0311519 | val_loss: 0.0311607 | Time: 1477.74 ms
[2021-09-22 20:58:46 main:581] : INFO : Epoch 1714 | loss: 0.0311518 | val_loss: 0.0311677 | Time: 1482.55 ms
[2021-09-22 20:58:48 main:581] : INFO : Epoch 1715 | loss: 0.0311539 | val_loss: 0.0311633 | Time: 1520.43 ms
[2021-09-22 20:58:49 main:581] : INFO : Epoch 1716 | loss: 0.0311529 | val_loss: 0.0311611 | Time: 1447.03 ms
[2021-09-22 20:58:51 main:581] : INFO : Epoch 1717 | loss: 0.0311481 | val_loss: 0.0311604 | Time: 1500.15 ms
[2021-09-22 20:58:52 main:581] : INFO : Epoch 1718 | loss: 0.0311471 | val_loss: 0.0311636 | Time: 1462.54 ms
[2021-09-22 20:58:53 main:581] : INFO : Epoch 1719 | loss: 0.0311506 | val_loss: 0.0311686 | Time: 1475.74 ms
[2021-09-22 20:58:55 main:581] : INFO : Epoch 1720 | loss: 0.0311577 | val_loss: 0.0311629 | Time: 1506.83 ms
[2021-09-22 20:58:57 main:581] : INFO : Epoch 1721 | loss: 0.0311512 | val_loss: 0.0311605 | Time: 1556.16 ms
[2021-09-22 20:58:58 main:581] : INFO : Epoch 1722 | loss: 0.0311509 | val_loss: 0.0311612 | Time: 1494.17 ms
[2021-09-22 20:58:59 main:581] : INFO : Epoch 1723 | loss: 0.031155 | val_loss: 0.0311705 | Time: 1473.63 ms
[2021-09-22 20:59:01 main:581] : INFO : Epoch 1724 | loss: 0.0311536 | val_loss: 0.0311611 | Time: 1501.58 ms
[2021-09-22 20:59:02 main:581] : INFO : Epoch 1725 | loss: 0.031153 | val_loss: 0.0311699 | Time: 1509.34 ms
[2021-09-22 20:59:04 main:581] : INFO : Epoch 1726 | loss: 0.0311528 | val_loss: 0.03116 | Time: 1531.08 ms
[2021-09-22 20:59:06 main:581] : INFO : Epoch 1727 | loss: 0.0311505 | val_loss: 0.0311623 | Time: 1531.94 ms
[2021-09-22 20:59:07 main:581] : INFO : Epoch 1728 | loss: 0.0311535 | val_loss: 0.0311679 | Time: 1492.36 ms
[2021-09-22 20:59:09 main:581] : INFO : Epoch 1729 | loss: 0.0311492 | val_loss: 0.0311641 | Time: 1535.4 ms
[2021-09-22 20:59:10 main:581] : INFO : Epoch 1730 | loss: 0.0311507 | val_loss: 0.0311684 | Time: 1470.77 ms
[2021-09-22 20:59:12 main:581] : INFO : Epoch 1731 | loss: 0.0311532 | val_loss: 0.0311756 | Time: 1471.21 ms
[2021-09-22 20:59:13 main:581] : INFO : Epoch 1732 | loss: 0.0311512 | val_loss: 0.0311646 | Time: 1506.34 ms
[2021-09-22 20:59:15 main:581] : INFO : Epoch 1733 | loss: 0.0311514 | val_loss: 0.0311685 | Time: 1481.34 ms
[2021-09-22 20:59:16 main:581] : INFO : Epoch 1734 | loss: 0.031152 | val_loss: 0.0311633 | Time: 1456.18 ms
[2021-09-22 20:59:17 main:581] : INFO : Epoch 1735 | loss: 0.0311466 | val_loss: 0.0311615 | Time: 1495.1 ms
[2021-09-22 20:59:19 main:581] : INFO : Epoch 1736 | loss: 0.031146 | val_loss: 0.031164 | Time: 1505.24 ms
[2021-09-22 20:59:20 main:581] : INFO : Epoch 1737 | loss: 0.0311484 | val_loss: 0.031164 | Time: 1486.97 ms
[2021-09-22 20:59:22 main:581] : INFO : Epoch 1738 | loss: 0.0311507 | val_loss: 0.0311671 | Time: 1460.4 ms
[2021-09-22 20:59:23 main:581] : INFO : Epoch 1739 | loss: 0.0311477 | val_loss: 0.0311619 | Time: 1445.66 ms
[2021-09-22 20:59:25 main:581] : INFO : Epoch 1740 | loss: 0.0311473 | val_loss: 0.0311628 | Time: 1636.67 ms
[2021-09-22 20:59:26 main:581] : INFO : Epoch 1741 | loss: 0.0311526 | val_loss: 0.0311691 | Time: 1498.54 ms
[2021-09-22 20:59:28 main:581] : INFO : Epoch 1742 | loss: 0.0311517 | val_loss: 0.0311688 | Time: 1628.36 ms
[2021-09-22 20:59:30 main:581] : INFO : Epoch 1743 | loss: 0.031157 | val_loss: 0.0311714 | Time: 1505.33 ms
[2021-09-22 20:59:31 main:581] : INFO : Epoch 1744 | loss: 0.0311524 | val_loss: 0.0311604 | Time: 1481.44 ms
[2021-09-22 20:59:33 main:581] : INFO : Epoch 1745 | loss: 0.0311527 | val_loss: 0.0311642 | Time: 1461.11 ms
[2021-09-22 20:59:34 main:581] : INFO : Epoch 1746 | loss: 0.0311513 | val_loss: 0.0311609 | Time: 1464.19 ms
[2021-09-22 20:59:35 main:581] : INFO : Epoch 1747 | loss: 0.0311557 | val_loss: 0.0311765 | Time: 1421.61 ms
[2021-09-22 20:59:37 main:581] : INFO : Epoch 1748 | loss: 0.0311657 | val_loss: 0.0311634 | Time: 1425.87 ms
[2021-09-22 20:59:38 main:581] : INFO : Epoch 1749 | loss: 0.0311616 | val_loss: 0.0311655 | Time: 1474.24 ms
[2021-09-22 20:59:40 main:581] : INFO : Epoch 1750 | loss: 0.0311519 | val_loss: 0.0311614 | Time: 1472.48 ms
[2021-09-22 20:59:41 main:581] : INFO : Epoch 1751 | loss: 0.0311503 | val_loss: 0.031173 | Time: 1482.1 ms
[2021-09-22 20:59:43 main:581] : INFO : Epoch 1752 | loss: 0.0311508 | val_loss: 0.0311609 | Time: 1515.4 ms
[2021-09-22 20:59:44 main:581] : INFO : Epoch 1753 | loss: 0.0311518 | val_loss: 0.03116 | Time: 1544.42 ms
[2021-09-22 20:59:46 main:581] : INFO : Epoch 1754 | loss: 0.0311479 | val_loss: 0.031159 | Time: 1517.96 ms
[2021-09-22 20:59:47 main:581] : INFO : Epoch 1755 | loss: 0.0311483 | val_loss: 0.031167 | Time: 1570.2 ms
[2021-09-22 20:59:49 main:581] : INFO : Epoch 1756 | loss: 0.0311492 | val_loss: 0.0311628 | Time: 1501.31 ms
[2021-09-22 20:59:50 main:581] : INFO : Epoch 1757 | loss: 0.031148 | val_loss: 0.0311646 | Time: 1446.81 ms
[2021-09-22 20:59:52 main:581] : INFO : Epoch 1758 | loss: 0.0311485 | val_loss: 0.0311747 | Time: 1442.85 ms
[2021-09-22 20:59:53 main:581] : INFO : Epoch 1759 | loss: 0.0311497 | val_loss: 0.0311613 | Time: 1483.89 ms
[2021-09-22 20:59:55 main:581] : INFO : Epoch 1760 | loss: 0.0311457 | val_loss: 0.0311663 | Time: 1471.05 ms
[2021-09-22 20:59:56 main:581] : INFO : Epoch 1761 | loss: 0.0311487 | val_loss: 0.0311619 | Time: 1466.08 ms
[2021-09-22 20:59:58 main:581] : INFO : Epoch 1762 | loss: 0.0311491 | val_loss: 0.0311651 | Time: 1531.4 ms
[2021-09-22 20:59:59 main:581] : INFO : Epoch 1763 | loss: 0.0311513 | val_loss: 0.0311603 | Time: 1520.96 ms
[2021-09-22 21:00:01 main:581] : INFO : Epoch 1764 | loss: 0.0311509 | val_loss: 0.0311633 | Time: 1483.43 ms
[2021-09-22 21:00:02 main:581] : INFO : Epoch 1765 | loss: 0.031147 | val_loss: 0.0311619 | Time: 1486.49 ms
[2021-09-22 21:00:04 main:581] : INFO : Epoch 1766 | loss: 0.0311478 | val_loss: 0.0311665 | Time: 1476.33 ms
[2021-09-22 21:00:05 main:581] : INFO : Epoch 1767 | loss: 0.0311496 | val_loss: 0.0311613 | Time: 1438.45 ms
[2021-09-22 21:00:07 main:581] : INFO : Epoch 1768 | loss: 0.0311558 | val_loss: 0.031166 | Time: 1423.54 ms
[2021-09-22 21:00:08 main:581] : INFO : Epoch 1769 | loss: 0.03115 | val_loss: 0.0311607 | Time: 1486.56 ms
[2021-09-22 21:00:10 main:581] : INFO : Epoch 1770 | loss: 0.031149 | val_loss: 0.0311587 | Time: 1530.75 ms
[2021-09-22 21:00:11 main:581] : INFO : Epoch 1771 | loss: 0.0311514 | val_loss: 0.0311721 | Time: 1534.47 ms
[2021-09-22 21:00:13 main:581] : INFO : Epoch 1772 | loss: 0.0311517 | val_loss: 0.0311634 | Time: 1580.23 ms
[2021-09-22 21:00:14 main:581] : INFO : Epoch 1773 | loss: 0.0311504 | val_loss: 0.0311617 | Time: 1539.07 ms
[2021-09-22 21:00:16 main:581] : INFO : Epoch 1774 | loss: 0.0311478 | val_loss: 0.0311624 | Time: 1569.08 ms
[2021-09-22 21:00:17 main:581] : INFO : Epoch 1775 | loss: 0.0311501 | val_loss: 0.0311607 | Time: 1569.47 ms
[2021-09-22 21:00:19 main:581] : INFO : Epoch 1776 | loss: 0.0311504 | val_loss: 0.0311599 | Time: 1634.7 ms
[2021-09-22 21:00:21 main:581] : INFO : Epoch 1777 | loss: 0.031147 | val_loss: 0.0311641 | Time: 1476.7 ms
[2021-09-22 21:00:22 main:581] : INFO : Epoch 1778 | loss: 0.0311513 | val_loss: 0.0311601 | Time: 1446.98 ms
[2021-09-22 21:00:23 main:581] : INFO : Epoch 1779 | loss: 0.0311466 | val_loss: 0.031162 | Time: 1472.81 ms
[2021-09-22 21:00:25 main:581] : INFO : Epoch 1780 | loss: 0.0311484 | val_loss: 0.0311708 | Time: 1497.62 ms
[2021-09-22 21:00:27 main:581] : INFO : Epoch 1781 | loss: 0.0311515 | val_loss: 0.0311667 | Time: 1586.14 ms
[2021-09-22 21:00:28 main:581] : INFO : Epoch 1782 | loss: 0.031151 | val_loss: 0.0311591 | Time: 1585.69 ms
[2021-09-22 21:00:30 main:581] : INFO : Epoch 1783 | loss: 0.0311469 | val_loss: 0.03116 | Time: 1474.67 ms
[2021-09-22 21:00:31 main:581] : INFO : Epoch 1784 | loss: 0.0311485 | val_loss: 0.031181 | Time: 1430.33 ms
[2021-09-22 21:00:33 main:581] : INFO : Epoch 1785 | loss: 0.0311469 | val_loss: 0.0311633 | Time: 1456.34 ms
[2021-09-22 21:00:34 main:581] : INFO : Epoch 1786 | loss: 0.0311439 | val_loss: 0.0311608 | Time: 1498.62 ms
[2021-09-22 21:00:35 main:581] : INFO : Epoch 1787 | loss: 0.031148 | val_loss: 0.0311852 | Time: 1482.08 ms
[2021-09-22 21:00:37 main:581] : INFO : Epoch 1788 | loss: 0.031159 | val_loss: 0.0311616 | Time: 1487.3 ms
[2021-09-22 21:00:38 main:581] : INFO : Epoch 1789 | loss: 0.0311532 | val_loss: 0.0311681 | Time: 1456.21 ms
[2021-09-22 21:00:40 main:581] : INFO : Epoch 1790 | loss: 0.0311497 | val_loss: 0.0311623 | Time: 1494.98 ms
[2021-09-22 21:00:41 main:581] : INFO : Epoch 1791 | loss: 0.0311483 | val_loss: 0.0311637 | Time: 1480.37 ms
[2021-09-22 21:00:43 main:581] : INFO : Epoch 1792 | loss: 0.031145 | val_loss: 0.0311606 | Time: 1480.66 ms
[2021-09-22 21:00:44 main:581] : INFO : Epoch 1793 | loss: 0.0311471 | val_loss: 0.0311724 | Time: 1469.43 ms
[2021-09-22 21:00:46 main:581] : INFO : Epoch 1794 | loss: 0.0311574 | val_loss: 0.0311735 | Time: 1515.42 ms
[2021-09-22 21:00:47 main:581] : INFO : Epoch 1795 | loss: 0.0311507 | val_loss: 0.0311621 | Time: 1552.53 ms
[2021-09-22 21:00:49 main:581] : INFO : Epoch 1796 | loss: 0.0311449 | val_loss: 0.0311652 | Time: 1545.94 ms
[2021-09-22 21:00:51 main:581] : INFO : Epoch 1797 | loss: 0.0311503 | val_loss: 0.0311657 | Time: 1636.12 ms
[2021-09-22 21:00:52 main:581] : INFO : Epoch 1798 | loss: 0.0311491 | val_loss: 0.0311627 | Time: 1528.03 ms
[2021-09-22 21:00:54 main:581] : INFO : Epoch 1799 | loss: 0.0311518 | val_loss: 0.0311636 | Time: 1464.06 ms
[2021-09-22 21:00:55 main:581] : INFO : Epoch 1800 | loss: 0.031153 | val_loss: 0.0311636 | Time: 1449.13 ms
[2021-09-22 21:00:57 main:581] : INFO : Epoch 1801 | loss: 0.0311483 | val_loss: 0.0311602 | Time: 1487.22 ms
[2021-09-22 21:00:58 main:581] : INFO : Epoch 1802 | loss: 0.0311443 | val_loss: 0.0311628 | Time: 1483 ms
[2021-09-22 21:00:59 main:581] : INFO : Epoch 1803 | loss: 0.0311473 | val_loss: 0.0311604 | Time: 1480.73 ms
[2021-09-22 21:01:01 main:581] : INFO : Epoch 1804 | loss: 0.0311465 | val_loss: 0.0311594 | Time: 1463.69 ms
[2021-09-22 21:01:02 main:581] : INFO : Epoch 1805 | loss: 0.0311471 | val_loss: 0.0311678 | Time: 1462.98 ms
[2021-09-22 21:01:04 main:581] : INFO : Epoch 1806 | loss: 0.0311515 | val_loss: 0.0311595 | Time: 1496.7 ms
[2021-09-22 21:01:05 main:581] : INFO : Epoch 1807 | loss: 0.0311434 | val_loss: 0.0311607 | Time: 1504.4 ms
[2021-09-22 21:01:07 main:581] : INFO : Epoch 1808 | loss: 0.0311478 | val_loss: 0.0311603 | Time: 1501.23 ms
[2021-09-22 21:01:08 main:581] : INFO : Epoch 1809 | loss: 0.0311486 | val_loss: 0.0311588 | Time: 1502.51 ms
[2021-09-22 21:01:10 main:581] : INFO : Epoch 1810 | loss: 0.0311431 | val_loss: 0.0311603 | Time: 1535.28 ms
[2021-09-22 21:01:11 main:581] : INFO : Epoch 1811 | loss: 0.0311427 | val_loss: 0.0311639 | Time: 1530.52 ms
[2021-09-22 21:01:13 main:581] : INFO : Epoch 1812 | loss: 0.0311448 | val_loss: 0.0311576 | Time: 1513.15 ms
[2021-09-22 21:01:15 main:581] : INFO : Epoch 1813 | loss: 0.031145 | val_loss: 0.0311684 | Time: 1494.37 ms
[2021-09-22 21:01:16 main:581] : INFO : Epoch 1814 | loss: 0.0311444 | val_loss: 0.0311652 | Time: 1499.84 ms
[2021-09-22 21:01:18 main:581] : INFO : Epoch 1815 | loss: 0.0311464 | val_loss: 0.0311596 | Time: 1563.62 ms
[2021-09-22 21:01:19 main:581] : INFO : Epoch 1816 | loss: 0.0311466 | val_loss: 0.0311638 | Time: 1611.25 ms
[2021-09-22 21:01:21 main:581] : INFO : Epoch 1817 | loss: 0.0311453 | val_loss: 0.0311639 | Time: 1583.05 ms
[2021-09-22 21:01:22 main:581] : INFO : Epoch 1818 | loss: 0.0311478 | val_loss: 0.0311624 | Time: 1634.39 ms
[2021-09-22 21:01:24 main:581] : INFO : Epoch 1819 | loss: 0.0311442 | val_loss: 0.0311723 | Time: 1613.49 ms
[2021-09-22 21:01:26 main:581] : INFO : Epoch 1820 | loss: 0.0311528 | val_loss: 0.0311735 | Time: 1507.29 ms
[2021-09-22 21:01:27 main:581] : INFO : Epoch 1821 | loss: 0.0311454 | val_loss: 0.0311594 | Time: 1551.19 ms
[2021-09-22 21:01:29 main:581] : INFO : Epoch 1822 | loss: 0.0311418 | val_loss: 0.0311574 | Time: 1571.34 ms
[2021-09-22 21:01:30 main:581] : INFO : Epoch 1823 | loss: 0.0311432 | val_loss: 0.0311599 | Time: 1538.21 ms
[2021-09-22 21:01:32 main:581] : INFO : Epoch 1824 | loss: 0.0311446 | val_loss: 0.0311604 | Time: 1528.81 ms
[2021-09-22 21:01:33 main:581] : INFO : Epoch 1825 | loss: 0.031141 | val_loss: 0.0311625 | Time: 1535.93 ms
[2021-09-22 21:01:35 main:581] : INFO : Epoch 1826 | loss: 0.0311421 | val_loss: 0.0311608 | Time: 1597.71 ms
[2021-09-22 21:01:36 main:581] : INFO : Epoch 1827 | loss: 0.0311388 | val_loss: 0.0311634 | Time: 1534.42 ms
[2021-09-22 21:01:38 main:581] : INFO : Epoch 1828 | loss: 0.0311386 | val_loss: 0.0311607 | Time: 1553.33 ms
[2021-09-22 21:01:39 main:581] : INFO : Epoch 1829 | loss: 0.0311421 | val_loss: 0.0311624 | Time: 1437.32 ms
[2021-09-22 21:01:41 main:581] : INFO : Epoch 1830 | loss: 0.031143 | val_loss: 0.0311609 | Time: 1442.37 ms
[2021-09-22 21:01:42 main:581] : INFO : Epoch 1831 | loss: 0.0311374 | val_loss: 0.0311618 | Time: 1469.37 ms
[2021-09-22 21:01:44 main:581] : INFO : Epoch 1832 | loss: 0.0311366 | val_loss: 0.0311666 | Time: 1539.13 ms
[2021-09-22 21:01:45 main:581] : INFO : Epoch 1833 | loss: 0.0311405 | val_loss: 0.031161 | Time: 1561.1 ms
[2021-09-22 21:01:47 main:581] : INFO : Epoch 1834 | loss: 0.0311428 | val_loss: 0.031165 | Time: 1523.5 ms
[2021-09-22 21:01:48 main:581] : INFO : Epoch 1835 | loss: 0.0311392 | val_loss: 0.0311626 | Time: 1466.33 ms
[2021-09-22 21:01:50 main:581] : INFO : Epoch 1836 | loss: 0.0311383 | val_loss: 0.0311655 | Time: 1477.55 ms
[2021-09-22 21:01:51 main:581] : INFO : Epoch 1837 | loss: 0.0311412 | val_loss: 0.0311631 | Time: 1520.31 ms
[2021-09-22 21:01:53 main:581] : INFO : Epoch 1838 | loss: 0.0311393 | val_loss: 0.0311806 | Time: 1616.95 ms
[2021-09-22 21:01:54 main:581] : INFO : Epoch 1839 | loss: 0.0311506 | val_loss: 0.0311755 | Time: 1456.85 ms
[2021-09-22 21:01:56 main:581] : INFO : Epoch 1840 | loss: 0.0311469 | val_loss: 0.0311691 | Time: 1513.14 ms
[2021-09-22 21:01:58 main:581] : INFO : Epoch 1841 | loss: 0.031144 | val_loss: 0.0311625 | Time: 1554.86 ms
[2021-09-22 21:01:59 main:581] : INFO : Epoch 1842 | loss: 0.0311411 | val_loss: 0.0311662 | Time: 1516.26 ms
[2021-09-22 21:02:01 main:581] : INFO : Epoch 1843 | loss: 0.031142 | val_loss: 0.0311608 | Time: 1586.23 ms
[2021-09-22 21:02:02 main:581] : INFO : Epoch 1844 | loss: 0.0311411 | val_loss: 0.0311801 | Time: 1565.04 ms
[2021-09-22 21:02:04 main:581] : INFO : Epoch 1845 | loss: 0.031144 | val_loss: 0.0311672 | Time: 1457.43 ms
[2021-09-22 21:02:05 main:581] : INFO : Epoch 1846 | loss: 0.0311422 | val_loss: 0.0311629 | Time: 1476.54 ms
[2021-09-22 21:02:07 main:581] : INFO : Epoch 1847 | loss: 0.0311398 | val_loss: 0.0311713 | Time: 1521.58 ms
[2021-09-22 21:02:08 main:581] : INFO : Epoch 1848 | loss: 0.0311423 | val_loss: 0.0311619 | Time: 1557.44 ms
[2021-09-22 21:02:10 main:581] : INFO : Epoch 1849 | loss: 0.0311442 | val_loss: 0.0311632 | Time: 1554.06 ms
[2021-09-22 21:02:11 main:581] : INFO : Epoch 1850 | loss: 0.0311427 | val_loss: 0.0311711 | Time: 1577.78 ms
[2021-09-22 21:02:13 main:581] : INFO : Epoch 1851 | loss: 0.0311399 | val_loss: 0.0311694 | Time: 1609.18 ms
[2021-09-22 21:02:14 main:581] : INFO : Epoch 1852 | loss: 0.0311397 | val_loss: 0.0311659 | Time: 1513.05 ms
[2021-09-22 21:02:16 main:581] : INFO : Epoch 1853 | loss: 0.0311384 | val_loss: 0.031161 | Time: 1469.03 ms
[2021-09-22 21:02:17 main:581] : INFO : Epoch 1854 | loss: 0.0311351 | val_loss: 0.031167 | Time: 1579.57 ms
[2021-09-22 21:02:19 main:581] : INFO : Epoch 1855 | loss: 0.0311401 | val_loss: 0.0311681 | Time: 1613.95 ms
[2021-09-22 21:02:21 main:581] : INFO : Epoch 1856 | loss: 0.0311448 | val_loss: 0.0311705 | Time: 1558.78 ms
[2021-09-22 21:02:22 main:581] : INFO : Epoch 1857 | loss: 0.0311391 | val_loss: 0.0311634 | Time: 1554.53 ms
[2021-09-22 21:02:24 main:581] : INFO : Epoch 1858 | loss: 0.0311349 | val_loss: 0.0311619 | Time: 1489.7 ms
[2021-09-22 21:02:25 main:581] : INFO : Epoch 1859 | loss: 0.0311412 | val_loss: 0.0311745 | Time: 1474.99 ms
[2021-09-22 21:02:27 main:581] : INFO : Epoch 1860 | loss: 0.0311388 | val_loss: 0.031168 | Time: 1471.17 ms
[2021-09-22 21:02:28 main:581] : INFO : Epoch 1861 | loss: 0.0311436 | val_loss: 0.0311751 | Time: 1474.43 ms
[2021-09-22 21:02:30 main:581] : INFO : Epoch 1862 | loss: 0.031156 | val_loss: 0.0311674 | Time: 1475.39 ms
[2021-09-22 21:02:31 main:581] : INFO : Epoch 1863 | loss: 0.0311509 | val_loss: 0.0311617 | Time: 1485.64 ms
[2021-09-22 21:02:33 main:581] : INFO : Epoch 1864 | loss: 0.0311448 | val_loss: 0.0311584 | Time: 1588.05 ms
[2021-09-22 21:02:34 main:581] : INFO : Epoch 1865 | loss: 0.0311435 | val_loss: 0.0311677 | Time: 1521.37 ms
[2021-09-22 21:02:36 main:581] : INFO : Epoch 1866 | loss: 0.0311474 | val_loss: 0.0311616 | Time: 1579.87 ms
[2021-09-22 21:02:37 main:581] : INFO : Epoch 1867 | loss: 0.0311411 | val_loss: 0.0311631 | Time: 1515.74 ms
[2021-09-22 21:02:39 main:581] : INFO : Epoch 1868 | loss: 0.0311372 | val_loss: 0.0311609 | Time: 1491.43 ms
[2021-09-22 21:02:40 main:581] : INFO : Epoch 1869 | loss: 0.0311373 | val_loss: 0.0311629 | Time: 1559.1 ms
[2021-09-22 21:02:42 main:581] : INFO : Epoch 1870 | loss: 0.0311364 | val_loss: 0.0311637 | Time: 1558.64 ms
[2021-09-22 21:02:43 main:581] : INFO : Epoch 1871 | loss: 0.0311379 | val_loss: 0.0311624 | Time: 1525.33 ms
[2021-09-22 21:02:45 main:581] : INFO : Epoch 1872 | loss: 0.0311386 | val_loss: 0.0311721 | Time: 1537.77 ms
[2021-09-22 21:02:46 main:581] : INFO : Epoch 1873 | loss: 0.0311407 | val_loss: 0.0311621 | Time: 1503.66 ms
[2021-09-22 21:02:48 main:581] : INFO : Epoch 1874 | loss: 0.0311409 | val_loss: 0.0311612 | Time: 1491.47 ms
[2021-09-22 21:02:49 main:581] : INFO : Epoch 1875 | loss: 0.0311383 | val_loss: 0.0311661 | Time: 1495.52 ms
[2021-09-22 21:02:51 main:581] : INFO : Epoch 1876 | loss: 0.0311339 | val_loss: 0.0311642 | Time: 1515.19 ms
[2021-09-22 21:02:53 main:581] : INFO : Epoch 1877 | loss: 0.0311348 | val_loss: 0.0311642 | Time: 1528.37 ms
[2021-09-22 21:02:54 main:581] : INFO : Epoch 1878 | loss: 0.0311378 | val_loss: 0.0311753 | Time: 1541.28 ms
[2021-09-22 21:02:56 main:581] : INFO : Epoch 1879 | loss: 0.0311368 | val_loss: 0.0311642 | Time: 1524.18 ms
[2021-09-22 21:02:57 main:581] : INFO : Epoch 1880 | loss: 0.0311369 | val_loss: 0.0311644 | Time: 1630.36 ms
[2021-09-22 21:02:59 main:581] : INFO : Epoch 1881 | loss: 0.0311379 | val_loss: 0.031166 | Time: 1543.79 ms
[2021-09-22 21:03:00 main:581] : INFO : Epoch 1882 | loss: 0.0311387 | val_loss: 0.0311658 | Time: 1570.07 ms
[2021-09-22 21:03:02 main:581] : INFO : Epoch 1883 | loss: 0.0311382 | val_loss: 0.0311683 | Time: 1526.34 ms
[2021-09-22 21:03:03 main:581] : INFO : Epoch 1884 | loss: 0.0311403 | val_loss: 0.0311627 | Time: 1565.39 ms
[2021-09-22 21:03:05 main:581] : INFO : Epoch 1885 | loss: 0.0311378 | val_loss: 0.0311655 | Time: 1521.52 ms
[2021-09-22 21:03:06 main:581] : INFO : Epoch 1886 | loss: 0.0311381 | val_loss: 0.0311672 | Time: 1484.88 ms
[2021-09-22 21:03:08 main:581] : INFO : Epoch 1887 | loss: 0.0311463 | val_loss: 0.0311701 | Time: 1512.17 ms
[2021-09-22 21:03:09 main:581] : INFO : Epoch 1888 | loss: 0.0311396 | val_loss: 0.0311919 | Time: 1493.39 ms
[2021-09-22 21:03:11 main:581] : INFO : Epoch 1889 | loss: 0.0311468 | val_loss: 0.0311734 | Time: 1472.51 ms
[2021-09-22 21:03:12 main:581] : INFO : Epoch 1890 | loss: 0.0311402 | val_loss: 0.0311653 | Time: 1479.71 ms
[2021-09-22 21:03:14 main:581] : INFO : Epoch 1891 | loss: 0.0311396 | val_loss: 0.0311734 | Time: 1507.78 ms
[2021-09-22 21:03:15 main:581] : INFO : Epoch 1892 | loss: 0.031138 | val_loss: 0.0311724 | Time: 1544.84 ms
[2021-09-22 21:03:17 main:581] : INFO : Epoch 1893 | loss: 0.0311371 | val_loss: 0.0311646 | Time: 1569.99 ms
[2021-09-22 21:03:19 main:581] : INFO : Epoch 1894 | loss: 0.0311365 | val_loss: 0.0311607 | Time: 1554.76 ms
[2021-09-22 21:03:20 main:581] : INFO : Epoch 1895 | loss: 0.0311394 | val_loss: 0.0311651 | Time: 1472.91 ms
[2021-09-22 21:03:22 main:581] : INFO : Epoch 1896 | loss: 0.0311354 | val_loss: 0.0311617 | Time: 1485.52 ms
[2021-09-22 21:03:23 main:581] : INFO : Epoch 1897 | loss: 0.0311352 | val_loss: 0.0311639 | Time: 1543.88 ms
[2021-09-22 21:03:25 main:581] : INFO : Epoch 1898 | loss: 0.0311343 | val_loss: 0.0311594 | Time: 1546.07 ms
[2021-09-22 21:03:26 main:581] : INFO : Epoch 1899 | loss: 0.0311339 | val_loss: 0.0311631 | Time: 1603.94 ms
[2021-09-22 21:03:28 main:581] : INFO : Epoch 1900 | loss: 0.0311325 | val_loss: 0.0311604 | Time: 1513.61 ms
[2021-09-22 21:03:29 main:581] : INFO : Epoch 1901 | loss: 0.0311397 | val_loss: 0.0311825 | Time: 1508.22 ms
[2021-09-22 21:03:31 main:581] : INFO : Epoch 1902 | loss: 0.0311398 | val_loss: 0.0311634 | Time: 1516.7 ms
[2021-09-22 21:03:32 main:581] : INFO : Epoch 1903 | loss: 0.0311355 | val_loss: 0.0311621 | Time: 1572.62 ms
[2021-09-22 21:03:34 main:581] : INFO : Epoch 1904 | loss: 0.0311334 | val_loss: 0.0311607 | Time: 1512.11 ms
[2021-09-22 21:03:35 main:581] : INFO : Epoch 1905 | loss: 0.0311337 | val_loss: 0.0311656 | Time: 1557.19 ms
[2021-09-22 21:03:37 main:581] : INFO : Epoch 1906 | loss: 0.0311359 | val_loss: 0.0311644 | Time: 1575.19 ms
[2021-09-22 21:03:38 main:581] : INFO : Epoch 1907 | loss: 0.0311423 | val_loss: 0.0311663 | Time: 1499.26 ms
[2021-09-22 21:03:40 main:581] : INFO : Epoch 1908 | loss: 0.0311419 | val_loss: 0.0311689 | Time: 1510.17 ms
[2021-09-22 21:03:41 main:581] : INFO : Epoch 1909 | loss: 0.0311424 | val_loss: 0.0311653 | Time: 1501.38 ms
[2021-09-22 21:03:43 main:581] : INFO : Epoch 1910 | loss: 0.0311368 | val_loss: 0.0311664 | Time: 1529.79 ms
[2021-09-22 21:03:44 main:581] : INFO : Epoch 1911 | loss: 0.0311376 | val_loss: 0.0311596 | Time: 1433.94 ms
[2021-09-22 21:03:46 main:581] : INFO : Epoch 1912 | loss: 0.0311466 | val_loss: 0.0311733 | Time: 1526.64 ms
[2021-09-22 21:03:48 main:581] : INFO : Epoch 1913 | loss: 0.0311628 | val_loss: 0.0311641 | Time: 1538.93 ms
[2021-09-22 21:03:49 main:581] : INFO : Epoch 1914 | loss: 0.0311599 | val_loss: 0.0311669 | Time: 1522.43 ms
[2021-09-22 21:03:51 main:581] : INFO : Epoch 1915 | loss: 0.0311584 | val_loss: 0.0311731 | Time: 1502.03 ms
[2021-09-22 21:03:52 main:581] : INFO : Epoch 1916 | loss: 0.031159 | val_loss: 0.0311661 | Time: 1511.97 ms
[2021-09-22 21:03:54 main:581] : INFO : Epoch 1917 | loss: 0.0311575 | val_loss: 0.0311732 | Time: 1540.69 ms
[2021-09-22 21:03:55 main:581] : INFO : Epoch 1918 | loss: 0.0311741 | val_loss: 0.0311855 | Time: 1539.09 ms
[2021-09-22 21:03:57 main:581] : INFO : Epoch 1919 | loss: 0.0311891 | val_loss: 0.0311879 | Time: 1528.78 ms
[2021-09-22 21:03:58 main:581] : INFO : Epoch 1920 | loss: 0.0311878 | val_loss: 0.0311851 | Time: 1421.54 ms
[2021-09-22 21:03:59 main:581] : INFO : Epoch 1921 | loss: 0.0311862 | val_loss: 0.0311851 | Time: 1347.95 ms
[2021-09-22 21:04:01 main:581] : INFO : Epoch 1922 | loss: 0.0311895 | val_loss: 0.0311897 | Time: 1351.75 ms
[2021-09-22 21:04:02 main:581] : INFO : Epoch 1923 | loss: 0.0311889 | val_loss: 0.0311916 | Time: 1525.51 ms
[2021-09-22 21:04:04 main:581] : INFO : Epoch 1924 | loss: 0.0311894 | val_loss: 0.031198 | Time: 1527.97 ms
[2021-09-22 21:04:05 main:581] : INFO : Epoch 1925 | loss: 0.0311913 | val_loss: 0.0311923 | Time: 1543.29 ms
[2021-09-22 21:04:07 main:581] : INFO : Epoch 1926 | loss: 0.0311926 | val_loss: 0.0311934 | Time: 1572.46 ms
[2021-09-22 21:04:09 main:581] : INFO : Epoch 1927 | loss: 0.031187 | val_loss: 0.0311864 | Time: 1557.81 ms
[2021-09-22 21:04:10 main:581] : INFO : Epoch 1928 | loss: 0.0311877 | val_loss: 0.0311887 | Time: 1490.12 ms
[2021-09-22 21:04:12 main:581] : INFO : Epoch 1929 | loss: 0.0311861 | val_loss: 0.0311866 | Time: 1579.11 ms
[2021-09-22 21:04:13 main:581] : INFO : Epoch 1930 | loss: 0.0311824 | val_loss: 0.0311839 | Time: 1533.32 ms
[2021-09-22 21:04:15 main:581] : INFO : Epoch 1931 | loss: 0.0311813 | val_loss: 0.031184 | Time: 1572.02 ms
[2021-09-22 21:04:16 main:581] : INFO : Epoch 1932 | loss: 0.0311862 | val_loss: 0.0311857 | Time: 1493.64 ms
[2021-09-22 21:04:18 main:581] : INFO : Epoch 1933 | loss: 0.0311817 | val_loss: 0.0311866 | Time: 1562.31 ms
[2021-09-22 21:04:19 main:581] : INFO : Epoch 1934 | loss: 0.0311824 | val_loss: 0.0311892 | Time: 1542.26 ms
[2021-09-22 21:04:21 main:581] : INFO : Epoch 1935 | loss: 0.0311792 | val_loss: 0.0311809 | Time: 1534.49 ms
[2021-09-22 21:04:22 main:581] : INFO : Epoch 1936 | loss: 0.0311805 | val_loss: 0.0311921 | Time: 1558.59 ms
[2021-09-22 21:04:24 main:581] : INFO : Epoch 1937 | loss: 0.0311793 | val_loss: 0.0311813 | Time: 1601.91 ms
[2021-09-22 21:04:26 main:581] : INFO : Epoch 1938 | loss: 0.031178 | val_loss: 0.0311832 | Time: 1530.2 ms
[2021-09-22 21:04:27 main:581] : INFO : Epoch 1939 | loss: 0.0311761 | val_loss: 0.0311841 | Time: 1548.85 ms
[2021-09-22 21:04:29 main:581] : INFO : Epoch 1940 | loss: 0.0311807 | val_loss: 0.0311885 | Time: 1472.23 ms
[2021-09-22 21:04:30 main:581] : INFO : Epoch 1941 | loss: 0.0311758 | val_loss: 0.0311793 | Time: 1544.9 ms
[2021-09-22 21:04:32 main:581] : INFO : Epoch 1942 | loss: 0.0311754 | val_loss: 0.0311803 | Time: 1511.86 ms
[2021-09-22 21:04:33 main:581] : INFO : Epoch 1943 | loss: 0.0311758 | val_loss: 0.0311798 | Time: 1491.6 ms
[2021-09-22 21:04:35 main:581] : INFO : Epoch 1944 | loss: 0.0311765 | val_loss: 0.0311853 | Time: 1505.2 ms
[2021-09-22 21:04:36 main:581] : INFO : Epoch 1945 | loss: 0.031175 | val_loss: 0.0311828 | Time: 1502.7 ms
[2021-09-22 21:04:38 main:581] : INFO : Epoch 1946 | loss: 0.0311743 | val_loss: 0.0311767 | Time: 1524.69 ms
[2021-09-22 21:04:39 main:581] : INFO : Epoch 1947 | loss: 0.0311733 | val_loss: 0.0311759 | Time: 1533.45 ms
[2021-09-22 21:04:41 main:581] : INFO : Epoch 1948 | loss: 0.0311719 | val_loss: 0.0311759 | Time: 1498.15 ms
[2021-09-22 21:04:42 main:581] : INFO : Epoch 1949 | loss: 0.0311743 | val_loss: 0.0311896 | Time: 1530.41 ms
[2021-09-22 21:04:44 main:581] : INFO : Epoch 1950 | loss: 0.0311734 | val_loss: 0.0311755 | Time: 1566.55 ms
[2021-09-22 21:04:45 main:581] : INFO : Epoch 1951 | loss: 0.0311746 | val_loss: 0.0311766 | Time: 1480.93 ms
[2021-09-22 21:04:47 main:581] : INFO : Epoch 1952 | loss: 0.0311729 | val_loss: 0.0311834 | Time: 1472.28 ms
[2021-09-22 21:04:48 main:581] : INFO : Epoch 1953 | loss: 0.0311736 | val_loss: 0.0311783 | Time: 1445.85 ms
[2021-09-22 21:04:50 main:581] : INFO : Epoch 1954 | loss: 0.0311748 | val_loss: 0.0311764 | Time: 1504.32 ms
[2021-09-22 21:04:51 main:581] : INFO : Epoch 1955 | loss: 0.0311733 | val_loss: 0.0311772 | Time: 1505.61 ms
[2021-09-22 21:04:53 main:581] : INFO : Epoch 1956 | loss: 0.0311738 | val_loss: 0.031188 | Time: 1532.08 ms
[2021-09-22 21:04:54 main:581] : INFO : Epoch 1957 | loss: 0.0311747 | val_loss: 0.0311803 | Time: 1506.6 ms
[2021-09-22 21:04:56 main:581] : INFO : Epoch 1958 | loss: 0.0311742 | val_loss: 0.031175 | Time: 1503.41 ms
[2021-09-22 21:04:57 main:581] : INFO : Epoch 1959 | loss: 0.0311707 | val_loss: 0.0311784 | Time: 1502.94 ms
[2021-09-22 21:04:59 main:581] : INFO : Epoch 1960 | loss: 0.0311696 | val_loss: 0.0311744 | Time: 1505.2 ms
[2021-09-22 21:05:00 main:581] : INFO : Epoch 1961 | loss: 0.0311688 | val_loss: 0.0311754 | Time: 1597.61 ms
[2021-09-22 21:05:02 main:581] : INFO : Epoch 1962 | loss: 0.0311722 | val_loss: 0.031175 | Time: 1529.81 ms
[2021-09-22 21:05:03 main:581] : INFO : Epoch 1963 | loss: 0.0311763 | val_loss: 0.0311799 | Time: 1513.38 ms
[2021-09-22 21:05:05 main:581] : INFO : Epoch 1964 | loss: 0.0311737 | val_loss: 0.0311768 | Time: 1474.76 ms
[2021-09-22 21:05:06 main:581] : INFO : Epoch 1965 | loss: 0.0311681 | val_loss: 0.0311727 | Time: 1504.13 ms
[2021-09-22 21:05:08 main:581] : INFO : Epoch 1966 | loss: 0.0311694 | val_loss: 0.0311841 | Time: 1449.54 ms
[2021-09-22 21:05:09 main:581] : INFO : Epoch 1967 | loss: 0.03117 | val_loss: 0.0311836 | Time: 1570.42 ms
[2021-09-22 21:05:11 main:581] : INFO : Epoch 1968 | loss: 0.0311695 | val_loss: 0.0311753 | Time: 1547.82 ms
[2021-09-22 21:05:12 main:581] : INFO : Epoch 1969 | loss: 0.0311682 | val_loss: 0.0311743 | Time: 1463.54 ms
[2021-09-22 21:05:14 main:581] : INFO : Epoch 1970 | loss: 0.0311665 | val_loss: 0.0311749 | Time: 1489.77 ms
[2021-09-22 21:05:15 main:581] : INFO : Epoch 1971 | loss: 0.0311741 | val_loss: 0.0311978 | Time: 1512.62 ms
[2021-09-22 21:05:17 main:581] : INFO : Epoch 1972 | loss: 0.0311813 | val_loss: 0.0311818 | Time: 1561.22 ms
[2021-09-22 21:05:19 main:581] : INFO : Epoch 1973 | loss: 0.0311693 | val_loss: 0.0311756 | Time: 1620.35 ms
[2021-09-22 21:05:20 main:581] : INFO : Epoch 1974 | loss: 0.0311683 | val_loss: 0.0311766 | Time: 1489.71 ms
[2021-09-22 21:05:22 main:581] : INFO : Epoch 1975 | loss: 0.0311685 | val_loss: 0.0311788 | Time: 1521.71 ms
[2021-09-22 21:05:23 main:581] : INFO : Epoch 1976 | loss: 0.0311706 | val_loss: 0.0311795 | Time: 1546.59 ms
[2021-09-22 21:05:25 main:581] : INFO : Epoch 1977 | loss: 0.0311665 | val_loss: 0.0311763 | Time: 1589 ms
[2021-09-22 21:05:26 main:581] : INFO : Epoch 1978 | loss: 0.0311664 | val_loss: 0.0311753 | Time: 1498.87 ms
[2021-09-22 21:05:28 main:581] : INFO : Epoch 1979 | loss: 0.0311656 | val_loss: 0.031176 | Time: 1475.99 ms
[2021-09-22 21:05:29 main:581] : INFO : Epoch 1980 | loss: 0.0311667 | val_loss: 0.0311883 | Time: 1525 ms
[2021-09-22 21:05:31 main:581] : INFO : Epoch 1981 | loss: 0.031167 | val_loss: 0.0311754 | Time: 1594.31 ms
[2021-09-22 21:05:32 main:581] : INFO : Epoch 1982 | loss: 0.0311677 | val_loss: 0.0311779 | Time: 1508.27 ms
[2021-09-22 21:05:34 main:581] : INFO : Epoch 1983 | loss: 0.0311664 | val_loss: 0.0311775 | Time: 1440.52 ms
[2021-09-22 21:05:35 main:581] : INFO : Epoch 1984 | loss: 0.0311649 | val_loss: 0.0311744 | Time: 1458.3 ms
[2021-09-22 21:05:37 main:581] : INFO : Epoch 1985 | loss: 0.0311671 | val_loss: 0.0311871 | Time: 1562.06 ms
[2021-09-22 21:05:38 main:581] : INFO : Epoch 1986 | loss: 0.0311673 | val_loss: 0.0311741 | Time: 1674.77 ms
[2021-09-22 21:05:40 main:581] : INFO : Epoch 1987 | loss: 0.0311658 | val_loss: 0.0311722 | Time: 1519.49 ms
[2021-09-22 21:05:42 main:581] : INFO : Epoch 1988 | loss: 0.0311648 | val_loss: 0.0311738 | Time: 1567.33 ms
[2021-09-22 21:05:43 main:581] : INFO : Epoch 1989 | loss: 0.0311634 | val_loss: 0.0311835 | Time: 1514.74 ms
[2021-09-22 21:05:44 main:581] : INFO : Epoch 1990 | loss: 0.0311669 | val_loss: 0.0311803 | Time: 1459.01 ms
[2021-09-22 21:05:46 main:581] : INFO : Epoch 1991 | loss: 0.0311697 | val_loss: 0.0311819 | Time: 1424.71 ms
[2021-09-22 21:05:47 main:581] : INFO : Epoch 1992 | loss: 0.0311717 | val_loss: 0.0311799 | Time: 1442.9 ms
[2021-09-22 21:05:49 main:581] : INFO : Epoch 1993 | loss: 0.0311721 | val_loss: 0.0311809 | Time: 1472.56 ms
[2021-09-22 21:05:50 main:581] : INFO : Epoch 1994 | loss: 0.0311672 | val_loss: 0.0311736 | Time: 1502.65 ms
[2021-09-22 21:05:52 main:581] : INFO : Epoch 1995 | loss: 0.0311645 | val_loss: 0.0311813 | Time: 1467 ms
[2021-09-22 21:05:53 main:581] : INFO : Epoch 1996 | loss: 0.0311676 | val_loss: 0.0311775 | Time: 1476.41 ms
[2021-09-22 21:05:55 main:581] : INFO : Epoch 1997 | loss: 0.0311706 | val_loss: 0.0311753 | Time: 1521.24 ms
[2021-09-22 21:05:56 main:581] : INFO : Epoch 1998 | loss: 0.0311703 | val_loss: 0.0311752 | Time: 1506.72 ms
[2021-09-22 21:05:58 main:581] : INFO : Epoch 1999 | loss: 0.0311694 | val_loss: 0.0311789 | Time: 1546.46 ms
[2021-09-22 21:05:59 main:581] : INFO : Epoch 2000 | loss: 0.0311701 | val_loss: 0.0311789 | Time: 1555.46 ms
[2021-09-22 21:06:01 main:581] : INFO : Epoch 2001 | loss: 0.0311736 | val_loss: 0.0311787 | Time: 1568.13 ms
[2021-09-22 21:06:03 main:581] : INFO : Epoch 2002 | loss: 0.0311742 | val_loss: 0.0311785 | Time: 1594.82 ms
[2021-09-22 21:06:04 main:581] : INFO : Epoch 2003 | loss: 0.0311727 | val_loss: 0.0311752 | Time: 1469.4 ms
[2021-09-22 21:06:06 main:581] : INFO : Epoch 2004 | loss: 0.0311714 | val_loss: 0.0311749 | Time: 1485.19 ms
[2021-09-22 21:06:07 main:581] : INFO : Epoch 2005 | loss: 0.0311719 | val_loss: 0.0311753 | Time: 1598.37 ms
[2021-09-22 21:06:09 main:581] : INFO : Epoch 2006 | loss: 0.031168 | val_loss: 0.0311716 | Time: 1509.64 ms
[2021-09-22 21:06:10 main:581] : INFO : Epoch 2007 | loss: 0.0311661 | val_loss: 0.0311691 | Time: 1569.89 ms
[2021-09-22 21:06:12 main:581] : INFO : Epoch 2008 | loss: 0.031165 | val_loss: 0.0311712 | Time: 1586.18 ms
[2021-09-22 21:06:13 main:581] : INFO : Epoch 2009 | loss: 0.031165 | val_loss: 0.0311711 | Time: 1571.82 ms
[2021-09-22 21:06:15 main:581] : INFO : Epoch 2010 | loss: 0.0311672 | val_loss: 0.0311737 | Time: 1437.89 ms
[2021-09-22 21:06:16 main:581] : INFO : Epoch 2011 | loss: 0.0311674 | val_loss: 0.0311691 | Time: 1460.64 ms
[2021-09-22 21:06:18 main:581] : INFO : Epoch 2012 | loss: 0.0311668 | val_loss: 0.0311726 | Time: 1472.48 ms
[2021-09-22 21:06:19 main:581] : INFO : Epoch 2013 | loss: 0.0311678 | val_loss: 0.0311714 | Time: 1552.3 ms
[2021-09-22 21:06:21 main:581] : INFO : Epoch 2014 | loss: 0.031165 | val_loss: 0.031168 | Time: 1580.16 ms
[2021-09-22 21:06:23 main:581] : INFO : Epoch 2015 | loss: 0.0311638 | val_loss: 0.0311735 | Time: 1649.85 ms
[2021-09-22 21:06:24 main:581] : INFO : Epoch 2016 | loss: 0.0311641 | val_loss: 0.0311742 | Time: 1497.74 ms
[2021-09-22 21:06:25 main:581] : INFO : Epoch 2017 | loss: 0.0311658 | val_loss: 0.03117 | Time: 1438.97 ms
[2021-09-22 21:06:27 main:581] : INFO : Epoch 2018 | loss: 0.0311687 | val_loss: 0.0311775 | Time: 1460.48 ms
[2021-09-22 21:06:28 main:581] : INFO : Epoch 2019 | loss: 0.0311707 | val_loss: 0.0311729 | Time: 1488.77 ms
[2021-09-22 21:06:30 main:581] : INFO : Epoch 2020 | loss: 0.0311668 | val_loss: 0.0311739 | Time: 1464.36 ms
[2021-09-22 21:06:31 main:581] : INFO : Epoch 2021 | loss: 0.031165 | val_loss: 0.0311743 | Time: 1487.5 ms
[2021-09-22 21:06:33 main:581] : INFO : Epoch 2022 | loss: 0.0311629 | val_loss: 0.0311724 | Time: 1491.85 ms
[2021-09-22 21:06:34 main:581] : INFO : Epoch 2023 | loss: 0.0311655 | val_loss: 0.0311733 | Time: 1521.68 ms
[2021-09-22 21:06:36 main:581] : INFO : Epoch 2024 | loss: 0.0311624 | val_loss: 0.0311689 | Time: 1523.6 ms
[2021-09-22 21:06:37 main:581] : INFO : Epoch 2025 | loss: 0.0311615 | val_loss: 0.0311698 | Time: 1518.34 ms
[2021-09-22 21:06:39 main:581] : INFO : Epoch 2026 | loss: 0.0311659 | val_loss: 0.0311671 | Time: 1594.98 ms
[2021-09-22 21:06:41 main:581] : INFO : Epoch 2027 | loss: 0.031164 | val_loss: 0.0311857 | Time: 1587.95 ms
[2021-09-22 21:06:42 main:581] : INFO : Epoch 2028 | loss: 0.0311648 | val_loss: 0.0311737 | Time: 1494.34 ms
[2021-09-22 21:06:44 main:581] : INFO : Epoch 2029 | loss: 0.0311668 | val_loss: 0.0311736 | Time: 1478.76 ms
[2021-09-22 21:06:45 main:581] : INFO : Epoch 2030 | loss: 0.0311635 | val_loss: 0.031169 | Time: 1522.32 ms
[2021-09-22 21:06:47 main:581] : INFO : Epoch 2031 | loss: 0.0311601 | val_loss: 0.0311783 | Time: 1538.69 ms
[2021-09-22 21:06:48 main:581] : INFO : Epoch 2032 | loss: 0.0311596 | val_loss: 0.0311713 | Time: 1531.15 ms
[2021-09-22 21:06:50 main:581] : INFO : Epoch 2033 | loss: 0.0311589 | val_loss: 0.0311707 | Time: 1533.29 ms
[2021-09-22 21:06:51 main:581] : INFO : Epoch 2034 | loss: 0.0311601 | val_loss: 0.0311685 | Time: 1521.58 ms
[2021-09-22 21:06:53 main:581] : INFO : Epoch 2035 | loss: 0.0311627 | val_loss: 0.0311717 | Time: 1523.4 ms
[2021-09-22 21:06:54 main:581] : INFO : Epoch 2036 | loss: 0.0311604 | val_loss: 0.0311707 | Time: 1551.93 ms
[2021-09-22 21:06:56 main:581] : INFO : Epoch 2037 | loss: 0.031159 | val_loss: 0.0311712 | Time: 1544.86 ms
[2021-09-22 21:06:57 main:581] : INFO : Epoch 2038 | loss: 0.0311588 | val_loss: 0.0311677 | Time: 1522.38 ms
[2021-09-22 21:06:59 main:581] : INFO : Epoch 2039 | loss: 0.031158 | val_loss: 0.0311729 | Time: 1531.02 ms
[2021-09-22 21:07:00 main:581] : INFO : Epoch 2040 | loss: 0.0311593 | val_loss: 0.0311709 | Time: 1559.63 ms
[2021-09-22 21:07:02 main:581] : INFO : Epoch 2041 | loss: 0.0311588 | val_loss: 0.0311806 | Time: 1508.96 ms
[2021-09-22 21:07:03 main:581] : INFO : Epoch 2042 | loss: 0.0311592 | val_loss: 0.0311694 | Time: 1514.94 ms
[2021-09-22 21:07:05 main:581] : INFO : Epoch 2043 | loss: 0.031158 | val_loss: 0.0311693 | Time: 1508.74 ms
[2021-09-22 21:07:07 main:581] : INFO : Epoch 2044 | loss: 0.0311581 | val_loss: 0.0311731 | Time: 1625.03 ms
[2021-09-22 21:07:08 main:581] : INFO : Epoch 2045 | loss: 0.0311594 | val_loss: 0.0311687 | Time: 1493.04 ms
[2021-09-22 21:07:10 main:581] : INFO : Epoch 2046 | loss: 0.0311578 | val_loss: 0.0311756 | Time: 1438.81 ms
[2021-09-22 21:07:11 main:581] : INFO : Epoch 2047 | loss: 0.0311566 | val_loss: 0.0311718 | Time: 1491.82 ms
[2021-09-22 21:07:13 main:581] : INFO : Epoch 2048 | loss: 0.0311567 | val_loss: 0.0311692 | Time: 1537.86 ms
[2021-09-22 21:07:13 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311692
[2021-09-22 21:07:13 main:610] : INFO : Saving end state to config to file
[2021-09-22 21:07:13 main:615] : INFO : Success, exiting..
21:07:13 (38224): 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)