Task 7643456
| Name | ParityModified-1630358105-11484-3_0 |
| Workunit | 5296185 |
| Created | 27 Sep 2021, 9:48:39 UTC |
| Sent | 3 Oct 2021, 20:00:56 UTC |
| Report deadline | 10 Oct 2021, 20:00:56 UTC |
| Received | 3 Oct 2021, 23:39:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15475 |
| Run time | 51 min 29 sec |
| CPU time | 51 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,876.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.45 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: 0.0311733 | val_loss: 0.031176 | Time: 1575.91 ms
[2021-10-04 00:25:36 main:581] : INFO : Epoch 1539 | loss: 0.0311723 | val_loss: 0.0311795 | Time: 1560.98 ms
[2021-10-04 00:25:37 main:581] : INFO : Epoch 1540 | loss: 0.0311759 | val_loss: 0.0311752 | Time: 1486.63 ms
[2021-10-04 00:25:39 main:581] : INFO : Epoch 1541 | loss: 0.0311745 | val_loss: 0.0311808 | Time: 1450.89 ms
[2021-10-04 00:25:40 main:581] : INFO : Epoch 1542 | loss: 0.0311734 | val_loss: 0.031176 | Time: 1585.72 ms
[2021-10-04 00:25:42 main:581] : INFO : Epoch 1543 | loss: 0.0311726 | val_loss: 0.0311781 | Time: 1561.96 ms
[2021-10-04 00:25:44 main:581] : INFO : Epoch 1544 | loss: 0.0311727 | val_loss: 0.0311779 | Time: 1528.32 ms
[2021-10-04 00:25:45 main:581] : INFO : Epoch 1545 | loss: 0.0311745 | val_loss: 0.0311764 | Time: 1535.71 ms
[2021-10-04 00:25:47 main:581] : INFO : Epoch 1546 | loss: 0.0311728 | val_loss: 0.0311784 | Time: 1504.34 ms
[2021-10-04 00:25:48 main:581] : INFO : Epoch 1547 | loss: 0.0311722 | val_loss: 0.0311781 | Time: 1441.73 ms
[2021-10-04 00:25:49 main:581] : INFO : Epoch 1548 | loss: 0.0311724 | val_loss: 0.0311776 | Time: 1445.52 ms
[2021-10-04 00:25:51 main:581] : INFO : Epoch 1549 | loss: 0.0311737 | val_loss: 0.031178 | Time: 1443.37 ms
[2021-10-04 00:25:52 main:581] : INFO : Epoch 1550 | loss: 0.031174 | val_loss: 0.0311854 | Time: 1440.79 ms
[2021-10-04 00:25:54 main:581] : INFO : Epoch 1551 | loss: 0.0311755 | val_loss: 0.0311809 | Time: 1564.01 ms
[2021-10-04 00:25:55 main:581] : INFO : Epoch 1552 | loss: 0.0311745 | val_loss: 0.0311765 | Time: 1554.7 ms
[2021-10-04 00:25:57 main:581] : INFO : Epoch 1553 | loss: 0.0311741 | val_loss: 0.0311773 | Time: 1507.55 ms
[2021-10-04 00:25:58 main:581] : INFO : Epoch 1554 | loss: 0.0311731 | val_loss: 0.0311763 | Time: 1472.37 ms
[2021-10-04 00:26:00 main:581] : INFO : Epoch 1555 | loss: 0.0311714 | val_loss: 0.0311752 | Time: 1485.58 ms
[2021-10-04 00:26:01 main:581] : INFO : Epoch 1556 | loss: 0.031171 | val_loss: 0.031175 | Time: 1563.52 ms
[2021-10-04 00:26:03 main:581] : INFO : Epoch 1557 | loss: 0.0311733 | val_loss: 0.0311782 | Time: 1547.58 ms
[2021-10-04 00:26:04 main:581] : INFO : Epoch 1558 | loss: 0.0311715 | val_loss: 0.0311775 | Time: 1420.92 ms
[2021-10-04 00:26:06 main:581] : INFO : Epoch 1559 | loss: 0.0311722 | val_loss: 0.0311879 | Time: 1475 ms
[2021-10-04 00:26:07 main:581] : INFO : Epoch 1560 | loss: 0.0311803 | val_loss: 0.0311875 | Time: 1472.99 ms
[2021-10-04 00:26:09 main:581] : INFO : Epoch 1561 | loss: 0.0311774 | val_loss: 0.0311774 | Time: 1500.22 ms
[2021-10-04 00:26:11 main:581] : INFO : Epoch 1562 | loss: 0.031173 | val_loss: 0.0311759 | Time: 1606.67 ms
[2021-10-04 00:26:12 main:581] : INFO : Epoch 1563 | loss: 0.0311717 | val_loss: 0.0311787 | Time: 1579.9 ms
[2021-10-04 00:26:14 main:581] : INFO : Epoch 1564 | loss: 0.0311732 | val_loss: 0.0311809 | Time: 1490.45 ms
[2021-10-04 00:26:15 main:581] : INFO : Epoch 1565 | loss: 0.0311762 | val_loss: 0.0311828 | Time: 1567.36 ms
[2021-10-04 00:26:17 main:581] : INFO : Epoch 1566 | loss: 0.0311736 | val_loss: 0.031177 | Time: 1454.07 ms
[2021-10-04 00:26:18 main:581] : INFO : Epoch 1567 | loss: 0.0311751 | val_loss: 0.0311799 | Time: 1508.73 ms
[2021-10-04 00:26:20 main:581] : INFO : Epoch 1568 | loss: 0.0311741 | val_loss: 0.0311757 | Time: 1530.17 ms
[2021-10-04 00:26:21 main:581] : INFO : Epoch 1569 | loss: 0.031176 | val_loss: 0.0311803 | Time: 1553.45 ms
[2021-10-04 00:26:23 main:581] : INFO : Epoch 1570 | loss: 0.0311737 | val_loss: 0.0311766 | Time: 1519.92 ms
[2021-10-04 00:26:24 main:581] : INFO : Epoch 1571 | loss: 0.0311728 | val_loss: 0.031176 | Time: 1533.7 ms
[2021-10-04 00:26:26 main:581] : INFO : Epoch 1572 | loss: 0.0311747 | val_loss: 0.0311768 | Time: 1519.42 ms
[2021-10-04 00:26:27 main:581] : INFO : Epoch 1573 | loss: 0.0311723 | val_loss: 0.0311767 | Time: 1544.91 ms
[2021-10-04 00:26:29 main:581] : INFO : Epoch 1574 | loss: 0.0311741 | val_loss: 0.0311784 | Time: 1526.65 ms
[2021-10-04 00:26:30 main:581] : INFO : Epoch 1575 | loss: 0.0311726 | val_loss: 0.0311747 | Time: 1449.39 ms
[2021-10-04 00:26:32 main:581] : INFO : Epoch 1576 | loss: 0.0311722 | val_loss: 0.0311764 | Time: 1498.23 ms
[2021-10-04 00:26:33 main:581] : INFO : Epoch 1577 | loss: 0.0311732 | val_loss: 0.0311748 | Time: 1479.27 ms
[2021-10-04 00:26:35 main:581] : INFO : Epoch 1578 | loss: 0.0311719 | val_loss: 0.0311792 | Time: 1477.41 ms
[2021-10-04 00:26:36 main:581] : INFO : Epoch 1579 | loss: 0.0311772 | val_loss: 0.0311802 | Time: 1505.5 ms
[2021-10-04 00:26:38 main:581] : INFO : Epoch 1580 | loss: 0.0311762 | val_loss: 0.0311758 | Time: 1529.38 ms
[2021-10-04 00:26:39 main:581] : INFO : Epoch 1581 | loss: 0.031171 | val_loss: 0.0311766 | Time: 1564.21 ms
[2021-10-04 00:26:41 main:581] : INFO : Epoch 1582 | loss: 0.0311724 | val_loss: 0.0311759 | Time: 1533.86 ms
[2021-10-04 00:26:42 main:581] : INFO : Epoch 1583 | loss: 0.0311744 | val_loss: 0.0311764 | Time: 1483.81 ms
[2021-10-04 00:26:44 main:581] : INFO : Epoch 1584 | loss: 0.0311737 | val_loss: 0.031176 | Time: 1452.24 ms
[2021-10-04 00:26:45 main:581] : INFO : Epoch 1585 | loss: 0.0311734 | val_loss: 0.0311761 | Time: 1485.9 ms
[2021-10-04 00:26:47 main:581] : INFO : Epoch 1586 | loss: 0.0311723 | val_loss: 0.031175 | Time: 1521.9 ms
[2021-10-04 00:26:48 main:581] : INFO : Epoch 1587 | loss: 0.0311732 | val_loss: 0.0311749 | Time: 1614.34 ms
[2021-10-04 00:26:50 main:581] : INFO : Epoch 1588 | loss: 0.0311704 | val_loss: 0.0311752 | Time: 1547.31 ms
[2021-10-04 00:26:52 main:581] : INFO : Epoch 1589 | loss: 0.0311735 | val_loss: 0.0311779 | Time: 1560.66 ms
[2021-10-04 00:26:53 main:581] : INFO : Epoch 1590 | loss: 0.031175 | val_loss: 0.0311765 | Time: 1567.38 ms
[2021-10-04 00:26:55 main:581] : INFO : Epoch 1591 | loss: 0.0311739 | val_loss: 0.0311773 | Time: 1540.35 ms
[2021-10-04 00:26:56 main:581] : INFO : Epoch 1592 | loss: 0.0311726 | val_loss: 0.0311806 | Time: 1508.52 ms
[2021-10-04 00:26:58 main:581] : INFO : Epoch 1593 | loss: 0.0311744 | val_loss: 0.0311796 | Time: 1482.49 ms
[2021-10-04 00:26:59 main:581] : INFO : Epoch 1594 | loss: 0.031172 | val_loss: 0.0311771 | Time: 1451.94 ms
[2021-10-04 00:27:01 main:581] : INFO : Epoch 1595 | loss: 0.0311712 | val_loss: 0.0311762 | Time: 1536.55 ms
[2021-10-04 00:27:02 main:581] : INFO : Epoch 1596 | loss: 0.0311715 | val_loss: 0.0311784 | Time: 1433.98 ms
[2021-10-04 00:27:04 main:581] : INFO : Epoch 1597 | loss: 0.0311712 | val_loss: 0.0311758 | Time: 1426.45 ms
[2021-10-04 00:27:05 main:581] : INFO : Epoch 1598 | loss: 0.0311697 | val_loss: 0.031175 | Time: 1420.87 ms
[2021-10-04 00:27:06 main:581] : INFO : Epoch 1599 | loss: 0.0311709 | val_loss: 0.0311742 | Time: 1573.13 ms
[2021-10-04 00:27:08 main:581] : INFO : Epoch 1600 | loss: 0.0311728 | val_loss: 0.0311835 | Time: 1592.59 ms
[2021-10-04 00:27:10 main:581] : INFO : Epoch 1601 | loss: 0.0311716 | val_loss: 0.031176 | Time: 1558.61 ms
[2021-10-04 00:27:11 main:581] : INFO : Epoch 1602 | loss: 0.0311704 | val_loss: 0.0311756 | Time: 1493.61 ms
[2021-10-04 00:27:13 main:581] : INFO : Epoch 1603 | loss: 0.0311708 | val_loss: 0.0311743 | Time: 1497.26 ms
[2021-10-04 00:27:14 main:581] : INFO : Epoch 1604 | loss: 0.0311735 | val_loss: 0.0311762 | Time: 1525.38 ms
[2021-10-04 00:27:16 main:581] : INFO : Epoch 1605 | loss: 0.0311734 | val_loss: 0.0311765 | Time: 1523.64 ms
[2021-10-04 00:27:17 main:581] : INFO : Epoch 1606 | loss: 0.031173 | val_loss: 0.0311851 | Time: 1489.53 ms
[2021-10-04 00:27:19 main:581] : INFO : Epoch 1607 | loss: 0.0311761 | val_loss: 0.031176 | Time: 1527.66 ms
[2021-10-04 00:27:20 main:581] : INFO : Epoch 1608 | loss: 0.0311715 | val_loss: 0.0311772 | Time: 1488.12 ms
[2021-10-04 00:27:22 main:581] : INFO : Epoch 1609 | loss: 0.0311704 | val_loss: 0.0311781 | Time: 1543.76 ms
[2021-10-04 00:27:23 main:581] : INFO : Epoch 1610 | loss: 0.0311753 | val_loss: 0.0311769 | Time: 1450 ms
[2021-10-04 00:27:25 main:581] : INFO : Epoch 1611 | loss: 0.0311723 | val_loss: 0.0311768 | Time: 1472.95 ms
[2021-10-04 00:27:26 main:581] : INFO : Epoch 1612 | loss: 0.031172 | val_loss: 0.0311802 | Time: 1500.96 ms
[2021-10-04 00:27:28 main:581] : INFO : Epoch 1613 | loss: 0.0311738 | val_loss: 0.0311792 | Time: 1450.57 ms
[2021-10-04 00:27:29 main:581] : INFO : Epoch 1614 | loss: 0.031174 | val_loss: 0.031181 | Time: 1466.93 ms
[2021-10-04 00:27:31 main:581] : INFO : Epoch 1615 | loss: 0.0311718 | val_loss: 0.0311802 | Time: 1486.21 ms
[2021-10-04 00:27:32 main:581] : INFO : Epoch 1616 | loss: 0.0311732 | val_loss: 0.0311748 | Time: 1421.51 ms
[2021-10-04 00:27:34 main:581] : INFO : Epoch 1617 | loss: 0.0311718 | val_loss: 0.0311811 | Time: 1509.74 ms
[2021-10-04 00:27:35 main:581] : INFO : Epoch 1618 | loss: 0.0311734 | val_loss: 0.031178 | Time: 1566.99 ms
[2021-10-04 00:27:37 main:581] : INFO : Epoch 1619 | loss: 0.03117 | val_loss: 0.0311751 | Time: 1517.56 ms
[2021-10-04 00:27:38 main:581] : INFO : Epoch 1620 | loss: 0.031174 | val_loss: 0.0311798 | Time: 1471.38 ms
[2021-10-04 00:27:40 main:581] : INFO : Epoch 1621 | loss: 0.0311724 | val_loss: 0.0311816 | Time: 1546.17 ms
[2021-10-04 00:27:41 main:581] : INFO : Epoch 1622 | loss: 0.031172 | val_loss: 0.0311746 | Time: 1522.23 ms
[2021-10-04 00:27:43 main:581] : INFO : Epoch 1623 | loss: 0.0311711 | val_loss: 0.0311756 | Time: 1533.98 ms
[2021-10-04 00:27:44 main:581] : INFO : Epoch 1624 | loss: 0.0311717 | val_loss: 0.0311781 | Time: 1422.93 ms
[2021-10-04 00:27:46 main:581] : INFO : Epoch 1625 | loss: 0.0311709 | val_loss: 0.0311762 | Time: 1552.5 ms
[2021-10-04 00:27:47 main:581] : INFO : Epoch 1626 | loss: 0.0311703 | val_loss: 0.031175 | Time: 1564.5 ms
[2021-10-04 00:27:49 main:581] : INFO : Epoch 1627 | loss: 0.0311714 | val_loss: 0.0311768 | Time: 1558.93 ms
[2021-10-04 00:27:50 main:581] : INFO : Epoch 1628 | loss: 0.0311707 | val_loss: 0.0311757 | Time: 1498.19 ms
[2021-10-04 00:27:52 main:581] : INFO : Epoch 1629 | loss: 0.0311709 | val_loss: 0.0311774 | Time: 1502.14 ms
[2021-10-04 00:27:53 main:581] : INFO : Epoch 1630 | loss: 0.0311724 | val_loss: 0.0311762 | Time: 1434.24 ms
[2021-10-04 00:27:55 main:581] : INFO : Epoch 1631 | loss: 0.03117 | val_loss: 0.0311742 | Time: 1421.34 ms
[2021-10-04 00:27:56 main:581] : INFO : Epoch 1632 | loss: 0.0311691 | val_loss: 0.0311754 | Time: 1477.48 ms
[2021-10-04 00:27:58 main:581] : INFO : Epoch 1633 | loss: 0.0311729 | val_loss: 0.0311842 | Time: 1534.71 ms
[2021-10-04 00:27:59 main:581] : INFO : Epoch 1634 | loss: 0.0311747 | val_loss: 0.0311788 | Time: 1479.84 ms
[2021-10-04 00:28:01 main:581] : INFO : Epoch 1635 | loss: 0.0311714 | val_loss: 0.0311756 | Time: 1463.62 ms
[2021-10-04 00:28:02 main:581] : INFO : Epoch 1636 | loss: 0.0311689 | val_loss: 0.0311767 | Time: 1580.49 ms
[2021-10-04 00:28:04 main:581] : INFO : Epoch 1637 | loss: 0.0311678 | val_loss: 0.0311788 | Time: 1548.53 ms
[2021-10-04 00:28:05 main:581] : INFO : Epoch 1638 | loss: 0.0311737 | val_loss: 0.0311744 | Time: 1461.14 ms
[2021-10-04 00:28:07 main:581] : INFO : Epoch 1639 | loss: 0.0311755 | val_loss: 0.0311794 | Time: 1564.89 ms
[2021-10-04 00:28:08 main:581] : INFO : Epoch 1640 | loss: 0.0311717 | val_loss: 0.0311789 | Time: 1491.25 ms
[2021-10-04 00:28:10 main:581] : INFO : Epoch 1641 | loss: 0.0311706 | val_loss: 0.0311754 | Time: 1577.61 ms
[2021-10-04 00:28:11 main:581] : INFO : Epoch 1642 | loss: 0.0311706 | val_loss: 0.0311743 | Time: 1521.13 ms
[2021-10-04 00:28:13 main:581] : INFO : Epoch 1643 | loss: 0.0311676 | val_loss: 0.0311764 | Time: 1504.14 ms
[2021-10-04 00:28:14 main:581] : INFO : Epoch 1644 | loss: 0.0311688 | val_loss: 0.0311788 | Time: 1456.14 ms
[2021-10-04 00:28:16 main:581] : INFO : Epoch 1645 | loss: 0.0311687 | val_loss: 0.0311749 | Time: 1603.51 ms
[2021-10-04 00:28:17 main:581] : INFO : Epoch 1646 | loss: 0.0311681 | val_loss: 0.0311765 | Time: 1516.35 ms
[2021-10-04 00:28:19 main:581] : INFO : Epoch 1647 | loss: 0.0311675 | val_loss: 0.0311753 | Time: 1542.14 ms
[2021-10-04 00:28:20 main:581] : INFO : Epoch 1648 | loss: 0.0311723 | val_loss: 0.0311786 | Time: 1549.68 ms
[2021-10-04 00:28:22 main:581] : INFO : Epoch 1649 | loss: 0.0311719 | val_loss: 0.0311783 | Time: 1438.79 ms
[2021-10-04 00:28:23 main:581] : INFO : Epoch 1650 | loss: 0.0311718 | val_loss: 0.0311759 | Time: 1448.62 ms
[2021-10-04 00:28:25 main:581] : INFO : Epoch 1651 | loss: 0.0311717 | val_loss: 0.0311746 | Time: 1434.58 ms
[2021-10-04 00:28:26 main:581] : INFO : Epoch 1652 | loss: 0.03117 | val_loss: 0.0311751 | Time: 1420.35 ms
[2021-10-04 00:28:28 main:581] : INFO : Epoch 1653 | loss: 0.0311693 | val_loss: 0.0311787 | Time: 1490.52 ms
[2021-10-04 00:28:29 main:581] : INFO : Epoch 1654 | loss: 0.0311843 | val_loss: 0.0311842 | Time: 1447.12 ms
[2021-10-04 00:28:31 main:581] : INFO : Epoch 1655 | loss: 0.0311788 | val_loss: 0.0311799 | Time: 1437.61 ms
[2021-10-04 00:28:32 main:581] : INFO : Epoch 1656 | loss: 0.0311719 | val_loss: 0.0311792 | Time: 1480.8 ms
[2021-10-04 00:28:34 main:581] : INFO : Epoch 1657 | loss: 0.0311719 | val_loss: 0.0311758 | Time: 1474.35 ms
[2021-10-04 00:28:35 main:581] : INFO : Epoch 1658 | loss: 0.0311693 | val_loss: 0.0311759 | Time: 1431.48 ms
[2021-10-04 00:28:36 main:581] : INFO : Epoch 1659 | loss: 0.0311695 | val_loss: 0.0311825 | Time: 1484.97 ms
[2021-10-04 00:28:38 main:581] : INFO : Epoch 1660 | loss: 0.0311733 | val_loss: 0.0311831 | Time: 1526.97 ms
[2021-10-04 00:28:39 main:581] : INFO : Epoch 1661 | loss: 0.0311701 | val_loss: 0.031176 | Time: 1462.78 ms
[2021-10-04 00:28:41 main:581] : INFO : Epoch 1662 | loss: 0.0311712 | val_loss: 0.0311764 | Time: 1443.43 ms
[2021-10-04 00:28:42 main:581] : INFO : Epoch 1663 | loss: 0.0311707 | val_loss: 0.0311765 | Time: 1418.77 ms
[2021-10-04 00:28:44 main:581] : INFO : Epoch 1664 | loss: 0.0311704 | val_loss: 0.0311737 | Time: 1416.76 ms
[2021-10-04 00:28:45 main:581] : INFO : Epoch 1665 | loss: 0.0311704 | val_loss: 0.0311765 | Time: 1433.21 ms
[2021-10-04 00:28:47 main:581] : INFO : Epoch 1666 | loss: 0.0311723 | val_loss: 0.0311743 | Time: 1482.49 ms
[2021-10-04 00:28:48 main:581] : INFO : Epoch 1667 | loss: 0.0311706 | val_loss: 0.0311757 | Time: 1426.13 ms
[2021-10-04 00:28:50 main:581] : INFO : Epoch 1668 | loss: 0.0311714 | val_loss: 0.0311767 | Time: 1441.67 ms
[2021-10-04 00:28:51 main:581] : INFO : Epoch 1669 | loss: 0.0311709 | val_loss: 0.0311747 | Time: 1474.18 ms
[2021-10-04 00:28:52 main:581] : INFO : Epoch 1670 | loss: 0.0311723 | val_loss: 0.0311759 | Time: 1415.28 ms
[2021-10-04 00:28:54 main:581] : INFO : Epoch 1671 | loss: 0.0311709 | val_loss: 0.0311786 | Time: 1415.24 ms
[2021-10-04 00:28:55 main:581] : INFO : Epoch 1672 | loss: 0.0311699 | val_loss: 0.0311758 | Time: 1430.44 ms
[2021-10-04 00:28:57 main:581] : INFO : Epoch 1673 | loss: 0.0311697 | val_loss: 0.0311759 | Time: 1485.07 ms
[2021-10-04 00:28:58 main:581] : INFO : Epoch 1674 | loss: 0.0311705 | val_loss: 0.031177 | Time: 1430.23 ms
[2021-10-04 00:29:00 main:581] : INFO : Epoch 1675 | loss: 0.031174 | val_loss: 0.0311766 | Time: 1452.8 ms
[2021-10-04 00:29:01 main:581] : INFO : Epoch 1676 | loss: 0.0311743 | val_loss: 0.0311773 | Time: 1458.46 ms
[2021-10-04 00:29:03 main:581] : INFO : Epoch 1677 | loss: 0.0311785 | val_loss: 0.0311778 | Time: 1402.34 ms
[2021-10-04 00:29:04 main:581] : INFO : Epoch 1678 | loss: 0.0311809 | val_loss: 0.031186 | Time: 1479.7 ms
[2021-10-04 00:29:05 main:581] : INFO : Epoch 1679 | loss: 0.0311782 | val_loss: 0.0311781 | Time: 1465.39 ms
[2021-10-04 00:29:07 main:581] : INFO : Epoch 1680 | loss: 0.0311742 | val_loss: 0.0311824 | Time: 1499.1 ms
[2021-10-04 00:29:08 main:581] : INFO : Epoch 1681 | loss: 0.031174 | val_loss: 0.0311805 | Time: 1448.06 ms
[2021-10-04 00:29:10 main:581] : INFO : Epoch 1682 | loss: 0.0311782 | val_loss: 0.0311772 | Time: 1584.56 ms
[2021-10-04 00:29:12 main:581] : INFO : Epoch 1683 | loss: 0.0311813 | val_loss: 0.0311772 | Time: 1534.81 ms
[2021-10-04 00:29:13 main:581] : INFO : Epoch 1684 | loss: 0.0311769 | val_loss: 0.031179 | Time: 1423.76 ms
[2021-10-04 00:29:14 main:581] : INFO : Epoch 1685 | loss: 0.0311771 | val_loss: 0.0311761 | Time: 1418.85 ms
[2021-10-04 00:29:16 main:581] : INFO : Epoch 1686 | loss: 0.031176 | val_loss: 0.0311752 | Time: 1442.71 ms
[2021-10-04 00:29:17 main:581] : INFO : Epoch 1687 | loss: 0.0311765 | val_loss: 0.0311751 | Time: 1604.72 ms
[2021-10-04 00:29:19 main:581] : INFO : Epoch 1688 | loss: 0.031175 | val_loss: 0.0311752 | Time: 1523.29 ms
[2021-10-04 00:29:20 main:581] : INFO : Epoch 1689 | loss: 0.0311747 | val_loss: 0.0311757 | Time: 1415.35 ms
[2021-10-04 00:29:22 main:581] : INFO : Epoch 1690 | loss: 0.0311757 | val_loss: 0.0311874 | Time: 1432.76 ms
[2021-10-04 00:29:23 main:581] : INFO : Epoch 1691 | loss: 0.0311771 | val_loss: 0.0311754 | Time: 1506.6 ms
[2021-10-04 00:29:25 main:581] : INFO : Epoch 1692 | loss: 0.0311747 | val_loss: 0.0311752 | Time: 1439.91 ms
[2021-10-04 00:29:26 main:581] : INFO : Epoch 1693 | loss: 0.0311748 | val_loss: 0.0311756 | Time: 1461.92 ms
[2021-10-04 00:29:28 main:581] : INFO : Epoch 1694 | loss: 0.0311777 | val_loss: 0.0311793 | Time: 1422.21 ms
[2021-10-04 00:29:29 main:581] : INFO : Epoch 1695 | loss: 0.0311753 | val_loss: 0.0311753 | Time: 1423.86 ms
[2021-10-04 00:29:31 main:581] : INFO : Epoch 1696 | loss: 0.0311734 | val_loss: 0.031179 | Time: 1447.1 ms
[2021-10-04 00:29:32 main:581] : INFO : Epoch 1697 | loss: 0.0311798 | val_loss: 0.0311788 | Time: 1436.44 ms
[2021-10-04 00:29:33 main:581] : INFO : Epoch 1698 | loss: 0.0311838 | val_loss: 0.0311761 | Time: 1409.66 ms
[2021-10-04 00:29:35 main:581] : INFO : Epoch 1699 | loss: 0.031176 | val_loss: 0.0311849 | Time: 1410.66 ms
[2021-10-04 00:29:36 main:581] : INFO : Epoch 1700 | loss: 0.0311791 | val_loss: 0.0311758 | Time: 1417.87 ms
[2021-10-04 00:29:38 main:581] : INFO : Epoch 1701 | loss: 0.0311773 | val_loss: 0.0311843 | Time: 1418.53 ms
[2021-10-04 00:29:39 main:581] : INFO : Epoch 1702 | loss: 0.0311766 | val_loss: 0.0311782 | Time: 1438.16 ms
[2021-10-04 00:29:41 main:581] : INFO : Epoch 1703 | loss: 0.0311742 | val_loss: 0.031174 | Time: 1483.85 ms
[2021-10-04 00:29:42 main:581] : INFO : Epoch 1704 | loss: 0.0311743 | val_loss: 0.031181 | Time: 1430.1 ms
[2021-10-04 00:29:43 main:581] : INFO : Epoch 1705 | loss: 0.0311743 | val_loss: 0.0311745 | Time: 1402.78 ms
[2021-10-04 00:29:45 main:581] : INFO : Epoch 1706 | loss: 0.0311752 | val_loss: 0.0311735 | Time: 1475.88 ms
[2021-10-04 00:29:46 main:581] : INFO : Epoch 1707 | loss: 0.0311856 | val_loss: 0.0311754 | Time: 1550.33 ms
[2021-10-04 00:29:48 main:581] : INFO : Epoch 1708 | loss: 0.0311789 | val_loss: 0.0311808 | Time: 1494.64 ms
[2021-10-04 00:29:49 main:581] : INFO : Epoch 1709 | loss: 0.0311775 | val_loss: 0.0311838 | Time: 1485.28 ms
[2021-10-04 00:29:51 main:581] : INFO : Epoch 1710 | loss: 0.0311738 | val_loss: 0.0311749 | Time: 1439.29 ms
[2021-10-04 00:29:52 main:581] : INFO : Epoch 1711 | loss: 0.0311754 | val_loss: 0.0311773 | Time: 1453.92 ms
[2021-10-04 00:29:54 main:581] : INFO : Epoch 1712 | loss: 0.0311746 | val_loss: 0.0311745 | Time: 1469.44 ms
[2021-10-04 00:29:55 main:581] : INFO : Epoch 1713 | loss: 0.031173 | val_loss: 0.0311767 | Time: 1489.04 ms
[2021-10-04 00:29:57 main:581] : INFO : Epoch 1714 | loss: 0.0311742 | val_loss: 0.0311755 | Time: 1459.18 ms
[2021-10-04 00:29:58 main:581] : INFO : Epoch 1715 | loss: 0.0311735 | val_loss: 0.031178 | Time: 1466.53 ms
[2021-10-04 00:30:00 main:581] : INFO : Epoch 1716 | loss: 0.0311744 | val_loss: 0.0311758 | Time: 1437.68 ms
[2021-10-04 00:30:01 main:581] : INFO : Epoch 1717 | loss: 0.0311763 | val_loss: 0.0311771 | Time: 1444.02 ms
[2021-10-04 00:30:02 main:581] : INFO : Epoch 1718 | loss: 0.0311754 | val_loss: 0.0311735 | Time: 1420.8 ms
[2021-10-04 00:30:04 main:581] : INFO : Epoch 1719 | loss: 0.0311764 | val_loss: 0.0311736 | Time: 1416.67 ms
[2021-10-04 00:30:05 main:581] : INFO : Epoch 1720 | loss: 0.0311724 | val_loss: 0.0311737 | Time: 1462.87 ms
[2021-10-04 00:30:07 main:581] : INFO : Epoch 1721 | loss: 0.0311746 | val_loss: 0.0311735 | Time: 1415.45 ms
[2021-10-04 00:30:08 main:581] : INFO : Epoch 1722 | loss: 0.0311825 | val_loss: 0.0311894 | Time: 1445.78 ms
[2021-10-04 00:30:10 main:581] : INFO : Epoch 1723 | loss: 0.0311752 | val_loss: 0.0311728 | Time: 1526.94 ms
[2021-10-04 00:30:11 main:581] : INFO : Epoch 1724 | loss: 0.0311708 | val_loss: 0.0311749 | Time: 1429.15 ms
[2021-10-04 00:30:13 main:581] : INFO : Epoch 1725 | loss: 0.0311755 | val_loss: 0.0311751 | Time: 1409.53 ms
[2021-10-04 00:30:14 main:581] : INFO : Epoch 1726 | loss: 0.031179 | val_loss: 0.031185 | Time: 1407.9 ms
[2021-10-04 00:30:16 main:581] : INFO : Epoch 1727 | loss: 0.0311807 | val_loss: 0.0311747 | Time: 1577.85 ms
[2021-10-04 00:30:17 main:581] : INFO : Epoch 1728 | loss: 0.0311751 | val_loss: 0.0311739 | Time: 1497.37 ms
[2021-10-04 00:30:18 main:581] : INFO : Epoch 1729 | loss: 0.0311732 | val_loss: 0.0311735 | Time: 1445.11 ms
[2021-10-04 00:30:20 main:581] : INFO : Epoch 1730 | loss: 0.031172 | val_loss: 0.0311736 | Time: 1463.43 ms
[2021-10-04 00:30:21 main:581] : INFO : Epoch 1731 | loss: 0.0311732 | val_loss: 0.0311761 | Time: 1410.15 ms
[2021-10-04 00:30:23 main:581] : INFO : Epoch 1732 | loss: 0.0311753 | val_loss: 0.0311767 | Time: 1465.81 ms
[2021-10-04 00:30:24 main:581] : INFO : Epoch 1733 | loss: 0.0311722 | val_loss: 0.0311732 | Time: 1483.73 ms
[2021-10-04 00:30:26 main:581] : INFO : Epoch 1734 | loss: 0.031172 | val_loss: 0.0311739 | Time: 1407.23 ms
[2021-10-04 00:30:27 main:581] : INFO : Epoch 1735 | loss: 0.0311723 | val_loss: 0.0311763 | Time: 1471.97 ms
[2021-10-04 00:30:29 main:581] : INFO : Epoch 1736 | loss: 0.0311742 | val_loss: 0.0311748 | Time: 1418.39 ms
[2021-10-04 00:30:30 main:581] : INFO : Epoch 1737 | loss: 0.0311724 | val_loss: 0.0311735 | Time: 1438.48 ms
[2021-10-04 00:30:31 main:581] : INFO : Epoch 1738 | loss: 0.0311728 | val_loss: 0.0311748 | Time: 1449.9 ms
[2021-10-04 00:30:33 main:581] : INFO : Epoch 1739 | loss: 0.0311722 | val_loss: 0.0311749 | Time: 1417.83 ms
[2021-10-04 00:30:34 main:581] : INFO : Epoch 1740 | loss: 0.0311714 | val_loss: 0.0311764 | Time: 1440.4 ms
[2021-10-04 00:30:36 main:581] : INFO : Epoch 1741 | loss: 0.0311708 | val_loss: 0.0311763 | Time: 1414.72 ms
[2021-10-04 00:30:37 main:581] : INFO : Epoch 1742 | loss: 0.0311709 | val_loss: 0.0311742 | Time: 1465.56 ms
[2021-10-04 00:30:39 main:581] : INFO : Epoch 1743 | loss: 0.0311701 | val_loss: 0.031174 | Time: 1462.69 ms
[2021-10-04 00:30:40 main:581] : INFO : Epoch 1744 | loss: 0.0311703 | val_loss: 0.0311759 | Time: 1402.88 ms
[2021-10-04 00:30:42 main:581] : INFO : Epoch 1745 | loss: 0.0311745 | val_loss: 0.0311726 | Time: 1403.58 ms
[2021-10-04 00:30:43 main:581] : INFO : Epoch 1746 | loss: 0.0311745 | val_loss: 0.0311731 | Time: 1463.31 ms
[2021-10-04 00:30:44 main:581] : INFO : Epoch 1747 | loss: 0.0311738 | val_loss: 0.0311736 | Time: 1453.71 ms
[2021-10-04 00:30:46 main:581] : INFO : Epoch 1748 | loss: 0.0311752 | val_loss: 0.0311758 | Time: 1430.5 ms
[2021-10-04 00:30:47 main:581] : INFO : Epoch 1749 | loss: 0.0311741 | val_loss: 0.0311844 | Time: 1482.1 ms
[2021-10-04 00:30:49 main:581] : INFO : Epoch 1750 | loss: 0.0311772 | val_loss: 0.0311808 | Time: 1417.62 ms
[2021-10-04 00:30:50 main:581] : INFO : Epoch 1751 | loss: 0.0311779 | val_loss: 0.0311762 | Time: 1418.93 ms
[2021-10-04 00:30:52 main:581] : INFO : Epoch 1752 | loss: 0.0311735 | val_loss: 0.0311749 | Time: 1491.32 ms
[2021-10-04 00:30:53 main:581] : INFO : Epoch 1753 | loss: 0.0311744 | val_loss: 0.0311823 | Time: 1404.63 ms
[2021-10-04 00:30:54 main:581] : INFO : Epoch 1754 | loss: 0.0311775 | val_loss: 0.0311755 | Time: 1421.38 ms
[2021-10-04 00:30:56 main:581] : INFO : Epoch 1755 | loss: 0.0311748 | val_loss: 0.0311767 | Time: 1478.78 ms
[2021-10-04 00:30:57 main:581] : INFO : Epoch 1756 | loss: 0.031173 | val_loss: 0.0311794 | Time: 1465.6 ms
[2021-10-04 00:30:59 main:581] : INFO : Epoch 1757 | loss: 0.0311747 | val_loss: 0.031179 | Time: 1417.38 ms
[2021-10-04 00:31:00 main:581] : INFO : Epoch 1758 | loss: 0.0311756 | val_loss: 0.0311814 | Time: 1423.64 ms
[2021-10-04 00:31:02 main:581] : INFO : Epoch 1759 | loss: 0.0311743 | val_loss: 0.0311767 | Time: 1461.74 ms
[2021-10-04 00:31:03 main:581] : INFO : Epoch 1760 | loss: 0.031175 | val_loss: 0.0311858 | Time: 1441.81 ms
[2021-10-04 00:31:05 main:581] : INFO : Epoch 1761 | loss: 0.0311792 | val_loss: 0.0311827 | Time: 1486.33 ms
[2021-10-04 00:31:06 main:581] : INFO : Epoch 1762 | loss: 0.0311793 | val_loss: 0.0311755 | Time: 1403.24 ms
[2021-10-04 00:31:08 main:581] : INFO : Epoch 1763 | loss: 0.0311766 | val_loss: 0.0311785 | Time: 1487.3 ms
[2021-10-04 00:31:09 main:581] : INFO : Epoch 1764 | loss: 0.0311748 | val_loss: 0.0311779 | Time: 1439.6 ms
[2021-10-04 00:31:11 main:581] : INFO : Epoch 1765 | loss: 0.0311739 | val_loss: 0.0311758 | Time: 1516.19 ms
[2021-10-04 00:31:12 main:581] : INFO : Epoch 1766 | loss: 0.0311736 | val_loss: 0.0311755 | Time: 1434.47 ms
[2021-10-04 00:31:13 main:581] : INFO : Epoch 1767 | loss: 0.0311737 | val_loss: 0.0311843 | Time: 1459.16 ms
[2021-10-04 00:31:15 main:581] : INFO : Epoch 1768 | loss: 0.0311745 | val_loss: 0.0311826 | Time: 1414.85 ms
[2021-10-04 00:31:16 main:581] : INFO : Epoch 1769 | loss: 0.0311735 | val_loss: 0.0311816 | Time: 1420.5 ms
[2021-10-04 00:31:18 main:581] : INFO : Epoch 1770 | loss: 0.0311711 | val_loss: 0.0311754 | Time: 1448.77 ms
[2021-10-04 00:31:19 main:581] : INFO : Epoch 1771 | loss: 0.0311737 | val_loss: 0.0311822 | Time: 1416.92 ms
[2021-10-04 00:31:21 main:581] : INFO : Epoch 1772 | loss: 0.0311774 | val_loss: 0.0311818 | Time: 1405.57 ms
[2021-10-04 00:31:22 main:581] : INFO : Epoch 1773 | loss: 0.0311731 | val_loss: 0.0311775 | Time: 1510.91 ms
[2021-10-04 00:31:24 main:581] : INFO : Epoch 1774 | loss: 0.0311716 | val_loss: 0.0311763 | Time: 1522.32 ms
[2021-10-04 00:31:25 main:581] : INFO : Epoch 1775 | loss: 0.0311703 | val_loss: 0.0311777 | Time: 1429.78 ms
[2021-10-04 00:31:26 main:581] : INFO : Epoch 1776 | loss: 0.0311709 | val_loss: 0.0311768 | Time: 1405.22 ms
[2021-10-04 00:31:28 main:581] : INFO : Epoch 1777 | loss: 0.0311729 | val_loss: 0.0311798 | Time: 1416.63 ms
[2021-10-04 00:31:29 main:581] : INFO : Epoch 1778 | loss: 0.0311718 | val_loss: 0.0311751 | Time: 1491.03 ms
[2021-10-04 00:31:31 main:581] : INFO : Epoch 1779 | loss: 0.03117 | val_loss: 0.0311762 | Time: 1437.48 ms
[2021-10-04 00:31:32 main:581] : INFO : Epoch 1780 | loss: 0.0311707 | val_loss: 0.0311768 | Time: 1459.99 ms
[2021-10-04 00:31:34 main:581] : INFO : Epoch 1781 | loss: 0.0311712 | val_loss: 0.031177 | Time: 1488.93 ms
[2021-10-04 00:31:35 main:581] : INFO : Epoch 1782 | loss: 0.0311689 | val_loss: 0.0311806 | Time: 1406.02 ms
[2021-10-04 00:31:37 main:581] : INFO : Epoch 1783 | loss: 0.0311693 | val_loss: 0.0311756 | Time: 1420.21 ms
[2021-10-04 00:31:38 main:581] : INFO : Epoch 1784 | loss: 0.0311707 | val_loss: 0.031179 | Time: 1489.98 ms
[2021-10-04 00:31:39 main:581] : INFO : Epoch 1785 | loss: 0.0311699 | val_loss: 0.0311765 | Time: 1457.4 ms
[2021-10-04 00:31:41 main:581] : INFO : Epoch 1786 | loss: 0.0311697 | val_loss: 0.0311782 | Time: 1416.95 ms
[2021-10-04 00:31:42 main:581] : INFO : Epoch 1787 | loss: 0.0311702 | val_loss: 0.0311792 | Time: 1447.15 ms
[2021-10-04 00:31:44 main:581] : INFO : Epoch 1788 | loss: 0.0311705 | val_loss: 0.031179 | Time: 1420.18 ms
[2021-10-04 00:31:45 main:581] : INFO : Epoch 1789 | loss: 0.0311691 | val_loss: 0.0311765 | Time: 1499.74 ms
[2021-10-04 00:31:47 main:581] : INFO : Epoch 1790 | loss: 0.0311743 | val_loss: 0.0311824 | Time: 1439.89 ms
[2021-10-04 00:31:48 main:581] : INFO : Epoch 1791 | loss: 0.0311966 | val_loss: 0.0311818 | Time: 1547.41 ms
[2021-10-04 00:31:50 main:581] : INFO : Epoch 1792 | loss: 0.0311776 | val_loss: 0.0311775 | Time: 1521.65 ms
[2021-10-04 00:31:51 main:581] : INFO : Epoch 1793 | loss: 0.0311736 | val_loss: 0.0311807 | Time: 1501.17 ms
[2021-10-04 00:31:53 main:581] : INFO : Epoch 1794 | loss: 0.0311737 | val_loss: 0.0311777 | Time: 1508.52 ms
[2021-10-04 00:31:54 main:581] : INFO : Epoch 1795 | loss: 0.0311772 | val_loss: 0.0311786 | Time: 1447.48 ms
[2021-10-04 00:31:56 main:581] : INFO : Epoch 1796 | loss: 0.0311753 | val_loss: 0.0311783 | Time: 1540.55 ms
[2021-10-04 00:31:57 main:581] : INFO : Epoch 1797 | loss: 0.0311735 | val_loss: 0.0311771 | Time: 1478.28 ms
[2021-10-04 00:31:59 main:581] : INFO : Epoch 1798 | loss: 0.0311723 | val_loss: 0.0311762 | Time: 1528.36 ms
[2021-10-04 00:32:00 main:581] : INFO : Epoch 1799 | loss: 0.0311719 | val_loss: 0.0311785 | Time: 1499.12 ms
[2021-10-04 00:32:02 main:581] : INFO : Epoch 1800 | loss: 0.0311753 | val_loss: 0.0311905 | Time: 1535.16 ms
[2021-10-04 00:32:03 main:581] : INFO : Epoch 1801 | loss: 0.0311839 | val_loss: 0.0311774 | Time: 1554.23 ms
[2021-10-04 00:32:05 main:581] : INFO : Epoch 1802 | loss: 0.0311782 | val_loss: 0.0311832 | Time: 1510.53 ms
[2021-10-04 00:32:06 main:581] : INFO : Epoch 1803 | loss: 0.031176 | val_loss: 0.0311828 | Time: 1468.57 ms
[2021-10-04 00:32:08 main:581] : INFO : Epoch 1804 | loss: 0.0311771 | val_loss: 0.0311785 | Time: 1507.86 ms
[2021-10-04 00:32:09 main:581] : INFO : Epoch 1805 | loss: 0.0311779 | val_loss: 0.0311755 | Time: 1470.78 ms
[2021-10-04 00:32:11 main:581] : INFO : Epoch 1806 | loss: 0.0311756 | val_loss: 0.0311775 | Time: 1432.35 ms
[2021-10-04 00:32:12 main:581] : INFO : Epoch 1807 | loss: 0.0311746 | val_loss: 0.0311747 | Time: 1459.19 ms
[2021-10-04 00:32:14 main:581] : INFO : Epoch 1808 | loss: 0.0311716 | val_loss: 0.0311747 | Time: 1418.09 ms
[2021-10-04 00:32:15 main:581] : INFO : Epoch 1809 | loss: 0.0311761 | val_loss: 0.0311779 | Time: 1477.39 ms
[2021-10-04 00:32:17 main:581] : INFO : Epoch 1810 | loss: 0.031177 | val_loss: 0.0311785 | Time: 1575.34 ms
[2021-10-04 00:32:18 main:581] : INFO : Epoch 1811 | loss: 0.0311759 | val_loss: 0.0311777 | Time: 1475.64 ms
[2021-10-04 00:32:20 main:581] : INFO : Epoch 1812 | loss: 0.0311773 | val_loss: 0.0311801 | Time: 1434 ms
[2021-10-04 00:32:21 main:581] : INFO : Epoch 1813 | loss: 0.0311776 | val_loss: 0.0311806 | Time: 1556.16 ms
[2021-10-04 00:32:23 main:581] : INFO : Epoch 1814 | loss: 0.031175 | val_loss: 0.0311793 | Time: 1521.74 ms
[2021-10-04 00:32:24 main:581] : INFO : Epoch 1815 | loss: 0.0311744 | val_loss: 0.031179 | Time: 1494.89 ms
[2021-10-04 00:32:26 main:581] : INFO : Epoch 1816 | loss: 0.0311744 | val_loss: 0.0311816 | Time: 1528.7 ms
[2021-10-04 00:32:27 main:581] : INFO : Epoch 1817 | loss: 0.0311767 | val_loss: 0.0311799 | Time: 1517.26 ms
[2021-10-04 00:32:29 main:581] : INFO : Epoch 1818 | loss: 0.0311756 | val_loss: 0.0311794 | Time: 1530.84 ms
[2021-10-04 00:32:30 main:581] : INFO : Epoch 1819 | loss: 0.0311765 | val_loss: 0.031183 | Time: 1453.98 ms
[2021-10-04 00:32:32 main:581] : INFO : Epoch 1820 | loss: 0.0311798 | val_loss: 0.0311877 | Time: 1449.98 ms
[2021-10-04 00:32:33 main:581] : INFO : Epoch 1821 | loss: 0.031178 | val_loss: 0.0311779 | Time: 1459.72 ms
[2021-10-04 00:32:35 main:581] : INFO : Epoch 1822 | loss: 0.0311745 | val_loss: 0.0311791 | Time: 1480.03 ms
[2021-10-04 00:32:36 main:581] : INFO : Epoch 1823 | loss: 0.0311738 | val_loss: 0.0311756 | Time: 1421.54 ms
[2021-10-04 00:32:37 main:581] : INFO : Epoch 1824 | loss: 0.0311724 | val_loss: 0.0311784 | Time: 1471.74 ms
[2021-10-04 00:32:39 main:581] : INFO : Epoch 1825 | loss: 0.0311738 | val_loss: 0.0311795 | Time: 1493.55 ms
[2021-10-04 00:32:40 main:581] : INFO : Epoch 1826 | loss: 0.0311733 | val_loss: 0.0311763 | Time: 1442.81 ms
[2021-10-04 00:32:42 main:581] : INFO : Epoch 1827 | loss: 0.0311745 | val_loss: 0.0311757 | Time: 1551.37 ms
[2021-10-04 00:32:43 main:581] : INFO : Epoch 1828 | loss: 0.0311727 | val_loss: 0.0311782 | Time: 1485.74 ms
[2021-10-04 00:32:45 main:581] : INFO : Epoch 1829 | loss: 0.0311739 | val_loss: 0.0311789 | Time: 1516.48 ms
[2021-10-04 00:32:46 main:581] : INFO : Epoch 1830 | loss: 0.0311711 | val_loss: 0.0311768 | Time: 1516.3 ms
[2021-10-04 00:32:48 main:581] : INFO : Epoch 1831 | loss: 0.0311717 | val_loss: 0.0311772 | Time: 1550.36 ms
[2021-10-04 00:32:50 main:581] : INFO : Epoch 1832 | loss: 0.0311705 | val_loss: 0.0311752 | Time: 1471.06 ms
[2021-10-04 00:32:51 main:581] : INFO : Epoch 1833 | loss: 0.03117 | val_loss: 0.0311771 | Time: 1570.71 ms
[2021-10-04 00:32:53 main:581] : INFO : Epoch 1834 | loss: 0.0311714 | val_loss: 0.0311806 | Time: 1581.36 ms
[2021-10-04 00:32:54 main:581] : INFO : Epoch 1835 | loss: 0.0311709 | val_loss: 0.0311766 | Time: 1552.96 ms
[2021-10-04 00:32:56 main:581] : INFO : Epoch 1836 | loss: 0.0311701 | val_loss: 0.0311794 | Time: 1505.28 ms
[2021-10-04 00:32:57 main:581] : INFO : Epoch 1837 | loss: 0.0311697 | val_loss: 0.0311808 | Time: 1471.8 ms
[2021-10-04 00:32:59 main:581] : INFO : Epoch 1838 | loss: 0.0311702 | val_loss: 0.0311771 | Time: 1467.52 ms
[2021-10-04 00:33:00 main:581] : INFO : Epoch 1839 | loss: 0.0311716 | val_loss: 0.0311813 | Time: 1466.79 ms
[2021-10-04 00:33:02 main:581] : INFO : Epoch 1840 | loss: 0.0311727 | val_loss: 0.0311755 | Time: 1553.34 ms
[2021-10-04 00:33:03 main:581] : INFO : Epoch 1841 | loss: 0.0311725 | val_loss: 0.0311755 | Time: 1471.68 ms
[2021-10-04 00:33:05 main:581] : INFO : Epoch 1842 | loss: 0.0311715 | val_loss: 0.0311746 | Time: 1481.74 ms
[2021-10-04 00:33:06 main:581] : INFO : Epoch 1843 | loss: 0.0311708 | val_loss: 0.0311759 | Time: 1543.35 ms
[2021-10-04 00:33:08 main:581] : INFO : Epoch 1844 | loss: 0.0311721 | val_loss: 0.0311785 | Time: 1494.79 ms
[2021-10-04 00:33:09 main:581] : INFO : Epoch 1845 | loss: 0.0311725 | val_loss: 0.0311772 | Time: 1515.66 ms
[2021-10-04 00:33:11 main:581] : INFO : Epoch 1846 | loss: 0.0311736 | val_loss: 0.0311752 | Time: 1548.16 ms
[2021-10-04 00:33:12 main:581] : INFO : Epoch 1847 | loss: 0.0311714 | val_loss: 0.0311744 | Time: 1545.06 ms
[2021-10-04 00:33:14 main:581] : INFO : Epoch 1848 | loss: 0.0311718 | val_loss: 0.0311744 | Time: 1483.04 ms
[2021-10-04 00:33:15 main:581] : INFO : Epoch 1849 | loss: 0.0311721 | val_loss: 0.0311751 | Time: 1465.52 ms
[2021-10-04 00:33:17 main:581] : INFO : Epoch 1850 | loss: 0.0311731 | val_loss: 0.0311817 | Time: 1556.02 ms
[2021-10-04 00:33:18 main:581] : INFO : Epoch 1851 | loss: 0.0311758 | val_loss: 0.0311772 | Time: 1592.19 ms
[2021-10-04 00:33:20 main:581] : INFO : Epoch 1852 | loss: 0.0311718 | val_loss: 0.0311757 | Time: 1580.08 ms
[2021-10-04 00:33:22 main:581] : INFO : Epoch 1853 | loss: 0.0311703 | val_loss: 0.0311794 | Time: 1577.78 ms
[2021-10-04 00:33:23 main:581] : INFO : Epoch 1854 | loss: 0.0311714 | val_loss: 0.0311729 | Time: 1481.44 ms
[2021-10-04 00:33:24 main:581] : INFO : Epoch 1855 | loss: 0.0311704 | val_loss: 0.0311803 | Time: 1425.42 ms
[2021-10-04 00:33:26 main:581] : INFO : Epoch 1856 | loss: 0.0311728 | val_loss: 0.0311756 | Time: 1422.42 ms
[2021-10-04 00:33:27 main:581] : INFO : Epoch 1857 | loss: 0.03117 | val_loss: 0.0311764 | Time: 1456.39 ms
[2021-10-04 00:33:29 main:581] : INFO : Epoch 1858 | loss: 0.0311754 | val_loss: 0.0311849 | Time: 1452.51 ms
[2021-10-04 00:33:30 main:581] : INFO : Epoch 1859 | loss: 0.0311738 | val_loss: 0.0311775 | Time: 1533.61 ms
[2021-10-04 00:33:32 main:581] : INFO : Epoch 1860 | loss: 0.0311714 | val_loss: 0.0311775 | Time: 1515.38 ms
[2021-10-04 00:33:33 main:581] : INFO : Epoch 1861 | loss: 0.03117 | val_loss: 0.0311759 | Time: 1538.94 ms
[2021-10-04 00:33:35 main:581] : INFO : Epoch 1862 | loss: 0.0311731 | val_loss: 0.0311847 | Time: 1547.23 ms
[2021-10-04 00:33:36 main:581] : INFO : Epoch 1863 | loss: 0.031174 | val_loss: 0.0311826 | Time: 1524.18 ms
[2021-10-04 00:33:38 main:581] : INFO : Epoch 1864 | loss: 0.0311755 | val_loss: 0.0311779 | Time: 1535.1 ms
[2021-10-04 00:33:39 main:581] : INFO : Epoch 1865 | loss: 0.0311719 | val_loss: 0.031175 | Time: 1441.26 ms
[2021-10-04 00:33:41 main:581] : INFO : Epoch 1866 | loss: 0.0311691 | val_loss: 0.0311783 | Time: 1458.2 ms
[2021-10-04 00:33:42 main:581] : INFO : Epoch 1867 | loss: 0.0311705 | val_loss: 0.0311754 | Time: 1452.51 ms
[2021-10-04 00:33:44 main:581] : INFO : Epoch 1868 | loss: 0.031171 | val_loss: 0.0311738 | Time: 1629.5 ms
[2021-10-04 00:33:46 main:581] : INFO : Epoch 1869 | loss: 0.0311682 | val_loss: 0.0311739 | Time: 1569.06 ms
[2021-10-04 00:33:47 main:581] : INFO : Epoch 1870 | loss: 0.03117 | val_loss: 0.0311748 | Time: 1560.16 ms
[2021-10-04 00:33:49 main:581] : INFO : Epoch 1871 | loss: 0.0311709 | val_loss: 0.0311761 | Time: 1479.8 ms
[2021-10-04 00:33:50 main:581] : INFO : Epoch 1872 | loss: 0.0311688 | val_loss: 0.0311737 | Time: 1514.52 ms
[2021-10-04 00:33:52 main:581] : INFO : Epoch 1873 | loss: 0.0311699 | val_loss: 0.0311746 | Time: 1473.7 ms
[2021-10-04 00:33:53 main:581] : INFO : Epoch 1874 | loss: 0.0311688 | val_loss: 0.0311731 | Time: 1434.31 ms
[2021-10-04 00:33:54 main:581] : INFO : Epoch 1875 | loss: 0.0311721 | val_loss: 0.0311803 | Time: 1444.92 ms
[2021-10-04 00:33:56 main:581] : INFO : Epoch 1876 | loss: 0.0311741 | val_loss: 0.0311765 | Time: 1509.21 ms
[2021-10-04 00:33:57 main:581] : INFO : Epoch 1877 | loss: 0.0311712 | val_loss: 0.0311765 | Time: 1505.69 ms
[2021-10-04 00:33:59 main:581] : INFO : Epoch 1878 | loss: 0.0311707 | val_loss: 0.0311816 | Time: 1448.3 ms
[2021-10-04 00:34:00 main:581] : INFO : Epoch 1879 | loss: 0.0311739 | val_loss: 0.0311801 | Time: 1576.98 ms
[2021-10-04 00:34:02 main:581] : INFO : Epoch 1880 | loss: 0.0311719 | val_loss: 0.0311854 | Time: 1450.51 ms
[2021-10-04 00:34:03 main:581] : INFO : Epoch 1881 | loss: 0.0311724 | val_loss: 0.0311784 | Time: 1553.37 ms
[2021-10-04 00:34:05 main:581] : INFO : Epoch 1882 | loss: 0.0311701 | val_loss: 0.0311769 | Time: 1482.11 ms
[2021-10-04 00:34:06 main:581] : INFO : Epoch 1883 | loss: 0.0311705 | val_loss: 0.0311795 | Time: 1465.64 ms
[2021-10-04 00:34:08 main:581] : INFO : Epoch 1884 | loss: 0.0311754 | val_loss: 0.0311823 | Time: 1465.07 ms
[2021-10-04 00:34:10 main:581] : INFO : Epoch 1885 | loss: 0.0311754 | val_loss: 0.0311919 | Time: 1675.33 ms
[2021-10-04 00:34:11 main:581] : INFO : Epoch 1886 | loss: 0.0311779 | val_loss: 0.0311787 | Time: 1530.19 ms
[2021-10-04 00:34:13 main:581] : INFO : Epoch 1887 | loss: 0.031171 | val_loss: 0.0311763 | Time: 1503.33 ms
[2021-10-04 00:34:14 main:581] : INFO : Epoch 1888 | loss: 0.0311745 | val_loss: 0.031178 | Time: 1455.36 ms
[2021-10-04 00:34:16 main:581] : INFO : Epoch 1889 | loss: 0.031174 | val_loss: 0.0311839 | Time: 1511.71 ms
[2021-10-04 00:34:17 main:581] : INFO : Epoch 1890 | loss: 0.0311724 | val_loss: 0.0311771 | Time: 1534.49 ms
[2021-10-04 00:34:19 main:581] : INFO : Epoch 1891 | loss: 0.0311745 | val_loss: 0.0311801 | Time: 1530.91 ms
[2021-10-04 00:34:20 main:581] : INFO : Epoch 1892 | loss: 0.031175 | val_loss: 0.0311762 | Time: 1496.57 ms
[2021-10-04 00:34:22 main:581] : INFO : Epoch 1893 | loss: 0.0311753 | val_loss: 0.0311768 | Time: 1541.4 ms
[2021-10-04 00:34:23 main:581] : INFO : Epoch 1894 | loss: 0.0311745 | val_loss: 0.0311739 | Time: 1498.25 ms
[2021-10-04 00:34:25 main:581] : INFO : Epoch 1895 | loss: 0.0311728 | val_loss: 0.0311767 | Time: 1418.1 ms
[2021-10-04 00:34:26 main:581] : INFO : Epoch 1896 | loss: 0.0311726 | val_loss: 0.0311719 | Time: 1417.79 ms
[2021-10-04 00:34:27 main:581] : INFO : Epoch 1897 | loss: 0.0311715 | val_loss: 0.0311739 | Time: 1482.27 ms
[2021-10-04 00:34:29 main:581] : INFO : Epoch 1898 | loss: 0.0311708 | val_loss: 0.0311745 | Time: 1421.19 ms
[2021-10-04 00:34:30 main:581] : INFO : Epoch 1899 | loss: 0.0311711 | val_loss: 0.0311725 | Time: 1449.19 ms
[2021-10-04 00:34:32 main:581] : INFO : Epoch 1900 | loss: 0.0311714 | val_loss: 0.031179 | Time: 1415.66 ms
[2021-10-04 00:34:33 main:581] : INFO : Epoch 1901 | loss: 0.0311722 | val_loss: 0.0311732 | Time: 1500.61 ms
[2021-10-04 00:34:35 main:581] : INFO : Epoch 1902 | loss: 0.0311705 | val_loss: 0.0311786 | Time: 1468.28 ms
[2021-10-04 00:34:36 main:581] : INFO : Epoch 1903 | loss: 0.0311713 | val_loss: 0.0311734 | Time: 1504.29 ms
[2021-10-04 00:34:38 main:581] : INFO : Epoch 1904 | loss: 0.0311708 | val_loss: 0.0311792 | Time: 1484.03 ms
[2021-10-04 00:34:39 main:581] : INFO : Epoch 1905 | loss: 0.0311726 | val_loss: 0.0311819 | Time: 1527.34 ms
[2021-10-04 00:34:41 main:581] : INFO : Epoch 1906 | loss: 0.0311743 | val_loss: 0.0311738 | Time: 1512.94 ms
[2021-10-04 00:34:42 main:581] : INFO : Epoch 1907 | loss: 0.0311707 | val_loss: 0.0311766 | Time: 1505.52 ms
[2021-10-04 00:34:44 main:581] : INFO : Epoch 1908 | loss: 0.031174 | val_loss: 0.0311769 | Time: 1534.31 ms
[2021-10-04 00:34:45 main:581] : INFO : Epoch 1909 | loss: 0.0311745 | val_loss: 0.0311752 | Time: 1457.17 ms
[2021-10-04 00:34:47 main:581] : INFO : Epoch 1910 | loss: 0.0311758 | val_loss: 0.0311799 | Time: 1502.28 ms
[2021-10-04 00:34:48 main:581] : INFO : Epoch 1911 | loss: 0.0311787 | val_loss: 0.0311764 | Time: 1422.61 ms
[2021-10-04 00:34:50 main:581] : INFO : Epoch 1912 | loss: 0.031176 | val_loss: 0.031181 | Time: 1445.86 ms
[2021-10-04 00:34:51 main:581] : INFO : Epoch 1913 | loss: 0.0311777 | val_loss: 0.0311741 | Time: 1448.42 ms
[2021-10-04 00:34:53 main:581] : INFO : Epoch 1914 | loss: 0.0311736 | val_loss: 0.0311753 | Time: 1423.16 ms
[2021-10-04 00:34:54 main:581] : INFO : Epoch 1915 | loss: 0.0311726 | val_loss: 0.0311793 | Time: 1441.97 ms
[2021-10-04 00:34:55 main:581] : INFO : Epoch 1916 | loss: 0.0311753 | val_loss: 0.0311787 | Time: 1451.73 ms
[2021-10-04 00:34:57 main:581] : INFO : Epoch 1917 | loss: 0.0311784 | val_loss: 0.0311765 | Time: 1478 ms
[2021-10-04 00:34:58 main:581] : INFO : Epoch 1918 | loss: 0.0311721 | val_loss: 0.0311746 | Time: 1528.74 ms
[2021-10-04 00:35:00 main:581] : INFO : Epoch 1919 | loss: 0.0311706 | val_loss: 0.0311749 | Time: 1436.89 ms
[2021-10-04 00:35:01 main:581] : INFO : Epoch 1920 | loss: 0.0311719 | val_loss: 0.0311743 | Time: 1495.55 ms
[2021-10-04 00:35:03 main:581] : INFO : Epoch 1921 | loss: 0.0311758 | val_loss: 0.0311776 | Time: 1466.01 ms
[2021-10-04 00:35:04 main:581] : INFO : Epoch 1922 | loss: 0.0311726 | val_loss: 0.0311753 | Time: 1460.08 ms
[2021-10-04 00:35:06 main:581] : INFO : Epoch 1923 | loss: 0.0311715 | val_loss: 0.0311752 | Time: 1497.53 ms
[2021-10-04 00:35:07 main:581] : INFO : Epoch 1924 | loss: 0.0311724 | val_loss: 0.0311787 | Time: 1437.64 ms
[2021-10-04 00:35:09 main:581] : INFO : Epoch 1925 | loss: 0.0311749 | val_loss: 0.0311747 | Time: 1454.75 ms
[2021-10-04 00:35:10 main:581] : INFO : Epoch 1926 | loss: 0.0311723 | val_loss: 0.0311773 | Time: 1596.86 ms
[2021-10-04 00:35:12 main:581] : INFO : Epoch 1927 | loss: 0.0311734 | val_loss: 0.0311768 | Time: 1602.36 ms
[2021-10-04 00:35:13 main:581] : INFO : Epoch 1928 | loss: 0.0311725 | val_loss: 0.0311764 | Time: 1537.59 ms
[2021-10-04 00:35:15 main:581] : INFO : Epoch 1929 | loss: 0.0311725 | val_loss: 0.0311752 | Time: 1577.18 ms
[2021-10-04 00:35:16 main:581] : INFO : Epoch 1930 | loss: 0.0311725 | val_loss: 0.0311747 | Time: 1454.28 ms
[2021-10-04 00:35:18 main:581] : INFO : Epoch 1931 | loss: 0.031171 | val_loss: 0.0311756 | Time: 1477.68 ms
[2021-10-04 00:35:19 main:581] : INFO : Epoch 1932 | loss: 0.0311771 | val_loss: 0.0311852 | Time: 1467.18 ms
[2021-10-04 00:35:21 main:581] : INFO : Epoch 1933 | loss: 0.0311794 | val_loss: 0.031187 | Time: 1495.38 ms
[2021-10-04 00:35:22 main:581] : INFO : Epoch 1934 | loss: 0.031173 | val_loss: 0.0311741 | Time: 1505.69 ms
[2021-10-04 00:35:24 main:581] : INFO : Epoch 1935 | loss: 0.0311708 | val_loss: 0.0311755 | Time: 1601.52 ms
[2021-10-04 00:35:26 main:581] : INFO : Epoch 1936 | loss: 0.0311716 | val_loss: 0.0311755 | Time: 1569.39 ms
[2021-10-04 00:35:27 main:581] : INFO : Epoch 1937 | loss: 0.0311752 | val_loss: 0.0311799 | Time: 1616.26 ms
[2021-10-04 00:35:29 main:581] : INFO : Epoch 1938 | loss: 0.0311744 | val_loss: 0.031185 | Time: 1530.76 ms
[2021-10-04 00:35:30 main:581] : INFO : Epoch 1939 | loss: 0.0311764 | val_loss: 0.0311756 | Time: 1578.46 ms
[2021-10-04 00:35:32 main:581] : INFO : Epoch 1940 | loss: 0.0311724 | val_loss: 0.0311751 | Time: 1579.75 ms
[2021-10-04 00:35:33 main:581] : INFO : Epoch 1941 | loss: 0.0311719 | val_loss: 0.0311781 | Time: 1497.21 ms
[2021-10-04 00:35:35 main:581] : INFO : Epoch 1942 | loss: 0.0311768 | val_loss: 0.0311755 | Time: 1418.74 ms
[2021-10-04 00:35:36 main:581] : INFO : Epoch 1943 | loss: 0.0311822 | val_loss: 0.0311801 | Time: 1504.38 ms
[2021-10-04 00:35:38 main:581] : INFO : Epoch 1944 | loss: 0.0311763 | val_loss: 0.0311769 | Time: 1561.99 ms
[2021-10-04 00:35:39 main:581] : INFO : Epoch 1945 | loss: 0.031174 | val_loss: 0.0311813 | Time: 1571.28 ms
[2021-10-04 00:35:41 main:581] : INFO : Epoch 1946 | loss: 0.0311744 | val_loss: 0.031178 | Time: 1572.42 ms
[2021-10-04 00:35:43 main:581] : INFO : Epoch 1947 | loss: 0.0311737 | val_loss: 0.0311772 | Time: 1499.99 ms
[2021-10-04 00:35:44 main:581] : INFO : Epoch 1948 | loss: 0.0311733 | val_loss: 0.0311773 | Time: 1420.54 ms
[2021-10-04 00:35:45 main:581] : INFO : Epoch 1949 | loss: 0.0311735 | val_loss: 0.0311762 | Time: 1444.36 ms
[2021-10-04 00:35:47 main:581] : INFO : Epoch 1950 | loss: 0.031173 | val_loss: 0.0311765 | Time: 1485.66 ms
[2021-10-04 00:35:48 main:581] : INFO : Epoch 1951 | loss: 0.0311734 | val_loss: 0.0311769 | Time: 1411.45 ms
[2021-10-04 00:35:50 main:581] : INFO : Epoch 1952 | loss: 0.0311731 | val_loss: 0.0311772 | Time: 1521.14 ms
[2021-10-04 00:35:51 main:581] : INFO : Epoch 1953 | loss: 0.0311748 | val_loss: 0.0311766 | Time: 1600.51 ms
[2021-10-04 00:35:53 main:581] : INFO : Epoch 1954 | loss: 0.0311725 | val_loss: 0.0311784 | Time: 1414.75 ms
[2021-10-04 00:35:54 main:581] : INFO : Epoch 1955 | loss: 0.0311725 | val_loss: 0.0311766 | Time: 1417.77 ms
[2021-10-04 00:35:56 main:581] : INFO : Epoch 1956 | loss: 0.0311713 | val_loss: 0.0311797 | Time: 1563.29 ms
[2021-10-04 00:35:57 main:581] : INFO : Epoch 1957 | loss: 0.0311734 | val_loss: 0.0311765 | Time: 1596.07 ms
[2021-10-04 00:35:59 main:581] : INFO : Epoch 1958 | loss: 0.0311702 | val_loss: 0.0311769 | Time: 1420.66 ms
[2021-10-04 00:36:00 main:581] : INFO : Epoch 1959 | loss: 0.0311719 | val_loss: 0.0311769 | Time: 1535.39 ms
[2021-10-04 00:36:02 main:581] : INFO : Epoch 1960 | loss: 0.0311708 | val_loss: 0.0311782 | Time: 1561.58 ms
[2021-10-04 00:36:03 main:581] : INFO : Epoch 1961 | loss: 0.0311693 | val_loss: 0.031181 | Time: 1505.37 ms
[2021-10-04 00:36:05 main:581] : INFO : Epoch 1962 | loss: 0.0311701 | val_loss: 0.0311753 | Time: 1505.12 ms
[2021-10-04 00:36:06 main:581] : INFO : Epoch 1963 | loss: 0.0311709 | val_loss: 0.0311838 | Time: 1496.56 ms
[2021-10-04 00:36:08 main:581] : INFO : Epoch 1964 | loss: 0.0311755 | val_loss: 0.0311812 | Time: 1474.23 ms
[2021-10-04 00:36:09 main:581] : INFO : Epoch 1965 | loss: 0.0311738 | val_loss: 0.0311758 | Time: 1591.33 ms
[2021-10-04 00:36:11 main:581] : INFO : Epoch 1966 | loss: 0.0311689 | val_loss: 0.0311752 | Time: 1535.8 ms
[2021-10-04 00:36:13 main:581] : INFO : Epoch 1967 | loss: 0.0311706 | val_loss: 0.0311801 | Time: 1532.39 ms
[2021-10-04 00:36:14 main:581] : INFO : Epoch 1968 | loss: 0.0311684 | val_loss: 0.0311797 | Time: 1508.06 ms
[2021-10-04 00:36:16 main:581] : INFO : Epoch 1969 | loss: 0.0311704 | val_loss: 0.031177 | Time: 1508.72 ms
[2021-10-04 00:36:17 main:581] : INFO : Epoch 1970 | loss: 0.0311733 | val_loss: 0.031189 | Time: 1413.43 ms
[2021-10-04 00:36:19 main:581] : INFO : Epoch 1971 | loss: 0.0311723 | val_loss: 0.0311805 | Time: 1578.64 ms
[2021-10-04 00:36:20 main:581] : INFO : Epoch 1972 | loss: 0.0311717 | val_loss: 0.0311744 | Time: 1524.71 ms
[2021-10-04 00:36:22 main:581] : INFO : Epoch 1973 | loss: 0.031171 | val_loss: 0.0311751 | Time: 1555.83 ms
[2021-10-04 00:36:23 main:581] : INFO : Epoch 1974 | loss: 0.0311694 | val_loss: 0.0311824 | Time: 1505.44 ms
[2021-10-04 00:36:25 main:581] : INFO : Epoch 1975 | loss: 0.0311716 | val_loss: 0.0311795 | Time: 1554.2 ms
[2021-10-04 00:36:26 main:581] : INFO : Epoch 1976 | loss: 0.0311713 | val_loss: 0.0311754 | Time: 1554.82 ms
[2021-10-04 00:36:28 main:581] : INFO : Epoch 1977 | loss: 0.0311709 | val_loss: 0.0311753 | Time: 1449.12 ms
[2021-10-04 00:36:29 main:581] : INFO : Epoch 1978 | loss: 0.0311728 | val_loss: 0.0311784 | Time: 1443.03 ms
[2021-10-04 00:36:31 main:581] : INFO : Epoch 1979 | loss: 0.031173 | val_loss: 0.0311761 | Time: 1451.82 ms
[2021-10-04 00:36:32 main:581] : INFO : Epoch 1980 | loss: 0.031174 | val_loss: 0.0311761 | Time: 1517.34 ms
[2021-10-04 00:36:34 main:581] : INFO : Epoch 1981 | loss: 0.0311803 | val_loss: 0.0311868 | Time: 1545.66 ms
[2021-10-04 00:36:35 main:581] : INFO : Epoch 1982 | loss: 0.0311789 | val_loss: 0.031179 | Time: 1496.2 ms
[2021-10-04 00:36:37 main:581] : INFO : Epoch 1983 | loss: 0.0311714 | val_loss: 0.0311761 | Time: 1608.67 ms
[2021-10-04 00:36:38 main:581] : INFO : Epoch 1984 | loss: 0.0311727 | val_loss: 0.0311831 | Time: 1573.99 ms
[2021-10-04 00:36:40 main:581] : INFO : Epoch 1985 | loss: 0.0311718 | val_loss: 0.0311815 | Time: 1568.59 ms
[2021-10-04 00:36:41 main:581] : INFO : Epoch 1986 | loss: 0.0311765 | val_loss: 0.0311756 | Time: 1518.67 ms
[2021-10-04 00:36:43 main:581] : INFO : Epoch 1987 | loss: 0.0311763 | val_loss: 0.031181 | Time: 1494.59 ms
[2021-10-04 00:36:45 main:581] : INFO : Epoch 1988 | loss: 0.0311802 | val_loss: 0.0311779 | Time: 1610.35 ms
[2021-10-04 00:36:46 main:581] : INFO : Epoch 1989 | loss: 0.0311779 | val_loss: 0.0311778 | Time: 1547.16 ms
[2021-10-04 00:36:48 main:581] : INFO : Epoch 1990 | loss: 0.0311766 | val_loss: 0.0311741 | Time: 1458.51 ms
[2021-10-04 00:36:49 main:581] : INFO : Epoch 1991 | loss: 0.0311754 | val_loss: 0.0311742 | Time: 1546.95 ms
[2021-10-04 00:36:51 main:581] : INFO : Epoch 1992 | loss: 0.0311741 | val_loss: 0.0311758 | Time: 1490.85 ms
[2021-10-04 00:36:52 main:581] : INFO : Epoch 1993 | loss: 0.0311757 | val_loss: 0.0311795 | Time: 1606.34 ms
[2021-10-04 00:36:54 main:581] : INFO : Epoch 1994 | loss: 0.0311741 | val_loss: 0.0311785 | Time: 1500.33 ms
[2021-10-04 00:36:55 main:581] : INFO : Epoch 1995 | loss: 0.0311758 | val_loss: 0.0311786 | Time: 1428.84 ms
[2021-10-04 00:36:57 main:581] : INFO : Epoch 1996 | loss: 0.031176 | val_loss: 0.0311819 | Time: 1529.73 ms
[2021-10-04 00:36:58 main:581] : INFO : Epoch 1997 | loss: 0.0311779 | val_loss: 0.0311796 | Time: 1540.52 ms
[2021-10-04 00:37:00 main:581] : INFO : Epoch 1998 | loss: 0.031177 | val_loss: 0.0311834 | Time: 1502.06 ms
[2021-10-04 00:37:01 main:581] : INFO : Epoch 1999 | loss: 0.031177 | val_loss: 0.0311763 | Time: 1487.69 ms
[2021-10-04 00:37:03 main:581] : INFO : Epoch 2000 | loss: 0.0311742 | val_loss: 0.031176 | Time: 1430.88 ms
[2021-10-04 00:37:04 main:581] : INFO : Epoch 2001 | loss: 0.0311719 | val_loss: 0.0311792 | Time: 1441.72 ms
[2021-10-04 00:37:06 main:581] : INFO : Epoch 2002 | loss: 0.0311736 | val_loss: 0.0311772 | Time: 1511.58 ms
[2021-10-04 00:37:07 main:581] : INFO : Epoch 2003 | loss: 0.0311732 | val_loss: 0.0311833 | Time: 1577.98 ms
[2021-10-04 00:37:09 main:581] : INFO : Epoch 2004 | loss: 0.0311754 | val_loss: 0.0311902 | Time: 1599.75 ms
[2021-10-04 00:37:10 main:581] : INFO : Epoch 2005 | loss: 0.0311745 | val_loss: 0.0311777 | Time: 1509.86 ms
[2021-10-04 00:37:12 main:581] : INFO : Epoch 2006 | loss: 0.0311718 | val_loss: 0.0311771 | Time: 1574.77 ms
[2021-10-04 00:37:13 main:581] : INFO : Epoch 2007 | loss: 0.0311715 | val_loss: 0.0311761 | Time: 1533.95 ms
[2021-10-04 00:37:15 main:581] : INFO : Epoch 2008 | loss: 0.031173 | val_loss: 0.0311796 | Time: 1588.55 ms
[2021-10-04 00:37:17 main:581] : INFO : Epoch 2009 | loss: 0.031172 | val_loss: 0.031177 | Time: 1617.37 ms
[2021-10-04 00:37:18 main:581] : INFO : Epoch 2010 | loss: 0.0311716 | val_loss: 0.0311764 | Time: 1568.26 ms
[2021-10-04 00:37:20 main:581] : INFO : Epoch 2011 | loss: 0.0311717 | val_loss: 0.0311744 | Time: 1538.82 ms
[2021-10-04 00:37:21 main:581] : INFO : Epoch 2012 | loss: 0.0311708 | val_loss: 0.0311793 | Time: 1446.59 ms
[2021-10-04 00:37:23 main:581] : INFO : Epoch 2013 | loss: 0.0311713 | val_loss: 0.0311813 | Time: 1449.65 ms
[2021-10-04 00:37:24 main:581] : INFO : Epoch 2014 | loss: 0.0311715 | val_loss: 0.031177 | Time: 1451.93 ms
[2021-10-04 00:37:26 main:581] : INFO : Epoch 2015 | loss: 0.031171 | val_loss: 0.0311778 | Time: 1488.39 ms
[2021-10-04 00:37:27 main:581] : INFO : Epoch 2016 | loss: 0.0311726 | val_loss: 0.0311861 | Time: 1456.03 ms
[2021-10-04 00:37:28 main:581] : INFO : Epoch 2017 | loss: 0.0311755 | val_loss: 0.031177 | Time: 1450.47 ms
[2021-10-04 00:37:30 main:581] : INFO : Epoch 2018 | loss: 0.0311689 | val_loss: 0.0311765 | Time: 1601.41 ms
[2021-10-04 00:37:32 main:581] : INFO : Epoch 2019 | loss: 0.0311705 | val_loss: 0.0311759 | Time: 1489.51 ms
[2021-10-04 00:37:33 main:581] : INFO : Epoch 2020 | loss: 0.0311721 | val_loss: 0.031179 | Time: 1401.02 ms
[2021-10-04 00:37:34 main:581] : INFO : Epoch 2021 | loss: 0.0311717 | val_loss: 0.0311767 | Time: 1529.13 ms
[2021-10-04 00:37:36 main:581] : INFO : Epoch 2022 | loss: 0.0311713 | val_loss: 0.0311813 | Time: 1405.23 ms
[2021-10-04 00:37:37 main:581] : INFO : Epoch 2023 | loss: 0.0311731 | val_loss: 0.0311778 | Time: 1442.68 ms
[2021-10-04 00:37:39 main:581] : INFO : Epoch 2024 | loss: 0.0311736 | val_loss: 0.0311747 | Time: 1471.21 ms
[2021-10-04 00:37:40 main:581] : INFO : Epoch 2025 | loss: 0.0311747 | val_loss: 0.0311756 | Time: 1485.07 ms
[2021-10-04 00:37:42 main:581] : INFO : Epoch 2026 | loss: 0.031176 | val_loss: 0.031179 | Time: 1504.41 ms
[2021-10-04 00:37:43 main:581] : INFO : Epoch 2027 | loss: 0.0311805 | val_loss: 0.0311814 | Time: 1483.6 ms
[2021-10-04 00:37:45 main:581] : INFO : Epoch 2028 | loss: 0.0311832 | val_loss: 0.031179 | Time: 1519.39 ms
[2021-10-04 00:37:46 main:581] : INFO : Epoch 2029 | loss: 0.031181 | val_loss: 0.0311773 | Time: 1474.83 ms
[2021-10-04 00:37:48 main:581] : INFO : Epoch 2030 | loss: 0.0311792 | val_loss: 0.0311815 | Time: 1511.24 ms
[2021-10-04 00:37:49 main:581] : INFO : Epoch 2031 | loss: 0.0311791 | val_loss: 0.0311775 | Time: 1444.43 ms
[2021-10-04 00:37:51 main:581] : INFO : Epoch 2032 | loss: 0.0311781 | val_loss: 0.0311781 | Time: 1448.85 ms
[2021-10-04 00:37:52 main:581] : INFO : Epoch 2033 | loss: 0.031178 | val_loss: 0.0311804 | Time: 1485.84 ms
[2021-10-04 00:37:54 main:581] : INFO : Epoch 2034 | loss: 0.031178 | val_loss: 0.0311792 | Time: 1453.84 ms
[2021-10-04 00:37:55 main:581] : INFO : Epoch 2035 | loss: 0.0311814 | val_loss: 0.0311802 | Time: 1601.54 ms
[2021-10-04 00:37:57 main:581] : INFO : Epoch 2036 | loss: 0.0311772 | val_loss: 0.0311794 | Time: 1571.12 ms
[2021-10-04 00:37:58 main:581] : INFO : Epoch 2037 | loss: 0.0311767 | val_loss: 0.0311762 | Time: 1558.22 ms
[2021-10-04 00:38:00 main:581] : INFO : Epoch 2038 | loss: 0.0311764 | val_loss: 0.0311754 | Time: 1616.79 ms
[2021-10-04 00:38:02 main:581] : INFO : Epoch 2039 | loss: 0.0311764 | val_loss: 0.031181 | Time: 1588.54 ms
[2021-10-04 00:38:03 main:581] : INFO : Epoch 2040 | loss: 0.0311764 | val_loss: 0.0311807 | Time: 1586.73 ms
[2021-10-04 00:38:05 main:581] : INFO : Epoch 2041 | loss: 0.0311759 | val_loss: 0.0311787 | Time: 1519.3 ms
[2021-10-04 00:38:06 main:581] : INFO : Epoch 2042 | loss: 0.0311761 | val_loss: 0.0311757 | Time: 1499.93 ms
[2021-10-04 00:38:08 main:581] : INFO : Epoch 2043 | loss: 0.0311756 | val_loss: 0.0311807 | Time: 1492.85 ms
[2021-10-04 00:38:09 main:581] : INFO : Epoch 2044 | loss: 0.0311737 | val_loss: 0.0311767 | Time: 1550.79 ms
[2021-10-04 00:38:11 main:581] : INFO : Epoch 2045 | loss: 0.031176 | val_loss: 0.0311765 | Time: 1599.98 ms
[2021-10-04 00:38:12 main:581] : INFO : Epoch 2046 | loss: 0.0311772 | val_loss: 0.0311785 | Time: 1524.82 ms
[2021-10-04 00:38:14 main:581] : INFO : Epoch 2047 | loss: 0.0311739 | val_loss: 0.0311753 | Time: 1512.17 ms
[2021-10-04 00:38:15 main:581] : INFO : Epoch 2048 | loss: 0.0311752 | val_loss: 0.0311757 | Time: 1456.72 ms
[2021-10-04 00:38:15 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311757
[2021-10-04 00:38:15 main:610] : INFO : Saving end state to config to file
[2021-10-04 00:38:15 main:615] : INFO : Success, exiting..
00:38:15 (11056): 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)