Task 5551007
| Name | ParityMachine-1625100199-11859-0_0 |
| Workunit | 3399806 |
| Created | 1 Jul 2021, 0:43:22 UTC |
| Sent | 5 Jul 2021, 5:14:05 UTC |
| Report deadline | 13 Jul 2021, 5:14:05 UTC |
| Received | 5 Jul 2021, 15:45:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7283 |
| Run time | 1 hours 3 min 25 sec |
| CPU time | 1 hours 3 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,411.27 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311734 | val_loss: 0.0311773 | Time: 1411.27 ms
[2021-07-05 17:33:10 main:574] : INFO : Epoch 1543 | loss: 0.0311735 | val_loss: 0.0311725 | Time: 1438.32 ms
[2021-07-05 17:33:11 main:574] : INFO : Epoch 1544 | loss: 0.0311697 | val_loss: 0.0311731 | Time: 1425.21 ms
[2021-07-05 17:33:12 main:574] : INFO : Epoch 1545 | loss: 0.0311706 | val_loss: 0.0311774 | Time: 1432.81 ms
[2021-07-05 17:33:14 main:574] : INFO : Epoch 1546 | loss: 0.0311721 | val_loss: 0.0311767 | Time: 1444.16 ms
[2021-07-05 17:33:15 main:574] : INFO : Epoch 1547 | loss: 0.0311699 | val_loss: 0.0311727 | Time: 1399.31 ms
[2021-07-05 17:33:17 main:574] : INFO : Epoch 1548 | loss: 0.0311713 | val_loss: 0.0311895 | Time: 1430.29 ms
[2021-07-05 17:33:18 main:574] : INFO : Epoch 1549 | loss: 0.0311771 | val_loss: 0.0311717 | Time: 1450.73 ms
[2021-07-05 17:33:20 main:574] : INFO : Epoch 1550 | loss: 0.0311698 | val_loss: 0.0311734 | Time: 1394.02 ms
[2021-07-05 17:33:21 main:574] : INFO : Epoch 1551 | loss: 0.0311684 | val_loss: 0.0311721 | Time: 1385.83 ms
[2021-07-05 17:33:22 main:574] : INFO : Epoch 1552 | loss: 0.0311692 | val_loss: 0.0311743 | Time: 1426.93 ms
[2021-07-05 17:33:24 main:574] : INFO : Epoch 1553 | loss: 0.0311702 | val_loss: 0.0311711 | Time: 1399.86 ms
[2021-07-05 17:33:25 main:574] : INFO : Epoch 1554 | loss: 0.0311681 | val_loss: 0.0311726 | Time: 1404.38 ms
[2021-07-05 17:33:27 main:574] : INFO : Epoch 1555 | loss: 0.0311697 | val_loss: 0.0311718 | Time: 1411.42 ms
[2021-07-05 17:33:28 main:574] : INFO : Epoch 1556 | loss: 0.0311687 | val_loss: 0.0311711 | Time: 1435.39 ms
[2021-07-05 17:33:29 main:574] : INFO : Epoch 1557 | loss: 0.0311691 | val_loss: 0.031174 | Time: 1391.88 ms
[2021-07-05 17:33:31 main:574] : INFO : Epoch 1558 | loss: 0.0311684 | val_loss: 0.0311705 | Time: 1414.92 ms
[2021-07-05 17:33:32 main:574] : INFO : Epoch 1559 | loss: 0.0311695 | val_loss: 0.0311718 | Time: 1414.82 ms
[2021-07-05 17:33:34 main:574] : INFO : Epoch 1560 | loss: 0.0311691 | val_loss: 0.0311704 | Time: 1419.05 ms
[2021-07-05 17:33:35 main:574] : INFO : Epoch 1561 | loss: 0.031171 | val_loss: 0.0311775 | Time: 1406.78 ms
[2021-07-05 17:33:37 main:574] : INFO : Epoch 1562 | loss: 0.0311689 | val_loss: 0.0311708 | Time: 1424.18 ms
[2021-07-05 17:33:38 main:574] : INFO : Epoch 1563 | loss: 0.031167 | val_loss: 0.0311721 | Time: 1416.35 ms
[2021-07-05 17:33:39 main:574] : INFO : Epoch 1564 | loss: 0.0311681 | val_loss: 0.0311705 | Time: 1381.93 ms
[2021-07-05 17:33:41 main:574] : INFO : Epoch 1565 | loss: 0.0311704 | val_loss: 0.0311705 | Time: 1394.73 ms
[2021-07-05 17:33:42 main:574] : INFO : Epoch 1566 | loss: 0.0311685 | val_loss: 0.0311711 | Time: 1416.08 ms
[2021-07-05 17:33:44 main:574] : INFO : Epoch 1567 | loss: 0.0311696 | val_loss: 0.0311741 | Time: 1406.76 ms
[2021-07-05 17:33:45 main:574] : INFO : Epoch 1568 | loss: 0.0311685 | val_loss: 0.0311708 | Time: 1403.67 ms
[2021-07-05 17:33:46 main:574] : INFO : Epoch 1569 | loss: 0.0311668 | val_loss: 0.0311713 | Time: 1412.75 ms
[2021-07-05 17:33:48 main:574] : INFO : Epoch 1570 | loss: 0.0311674 | val_loss: 0.0311694 | Time: 1416.7 ms
[2021-07-05 17:33:49 main:574] : INFO : Epoch 1571 | loss: 0.0311667 | val_loss: 0.0311705 | Time: 1442.72 ms
[2021-07-05 17:33:51 main:574] : INFO : Epoch 1572 | loss: 0.031166 | val_loss: 0.0311729 | Time: 1394.3 ms
[2021-07-05 17:33:52 main:574] : INFO : Epoch 1573 | loss: 0.0311682 | val_loss: 0.0311693 | Time: 1401.52 ms
[2021-07-05 17:33:53 main:574] : INFO : Epoch 1574 | loss: 0.0311673 | val_loss: 0.0311706 | Time: 1410.34 ms
[2021-07-05 17:33:55 main:574] : INFO : Epoch 1575 | loss: 0.0311674 | val_loss: 0.03117 | Time: 1401.17 ms
[2021-07-05 17:33:56 main:574] : INFO : Epoch 1576 | loss: 0.0311725 | val_loss: 0.0311784 | Time: 1418.7 ms
[2021-07-05 17:33:58 main:574] : INFO : Epoch 1577 | loss: 0.0311693 | val_loss: 0.0311715 | Time: 1435.42 ms
[2021-07-05 17:33:59 main:574] : INFO : Epoch 1578 | loss: 0.0311686 | val_loss: 0.031171 | Time: 1376.21 ms
[2021-07-05 17:34:01 main:574] : INFO : Epoch 1579 | loss: 0.0311696 | val_loss: 0.0311735 | Time: 1431.73 ms
[2021-07-05 17:34:02 main:574] : INFO : Epoch 1580 | loss: 0.0311666 | val_loss: 0.0311698 | Time: 1402.72 ms
[2021-07-05 17:34:03 main:574] : INFO : Epoch 1581 | loss: 0.0311659 | val_loss: 0.0311702 | Time: 1416.85 ms
[2021-07-05 17:34:05 main:574] : INFO : Epoch 1582 | loss: 0.0311662 | val_loss: 0.0311702 | Time: 1414.58 ms
[2021-07-05 17:34:06 main:574] : INFO : Epoch 1583 | loss: 0.0311655 | val_loss: 0.0311714 | Time: 1414.92 ms
[2021-07-05 17:34:08 main:574] : INFO : Epoch 1584 | loss: 0.0311691 | val_loss: 0.0311756 | Time: 1360.53 ms
[2021-07-05 17:34:09 main:574] : INFO : Epoch 1585 | loss: 0.0311685 | val_loss: 0.0311708 | Time: 1418.78 ms
[2021-07-05 17:34:10 main:574] : INFO : Epoch 1586 | loss: 0.0311697 | val_loss: 0.031169 | Time: 1386.34 ms
[2021-07-05 17:34:12 main:574] : INFO : Epoch 1587 | loss: 0.0311667 | val_loss: 0.0311706 | Time: 1434.67 ms
[2021-07-05 17:34:13 main:574] : INFO : Epoch 1588 | loss: 0.0311672 | val_loss: 0.0311687 | Time: 1426.28 ms
[2021-07-05 17:34:15 main:574] : INFO : Epoch 1589 | loss: 0.0311661 | val_loss: 0.0311729 | Time: 1368.5 ms
[2021-07-05 17:34:16 main:574] : INFO : Epoch 1590 | loss: 0.0311678 | val_loss: 0.0311684 | Time: 1423.26 ms
[2021-07-05 17:34:18 main:574] : INFO : Epoch 1591 | loss: 0.0311651 | val_loss: 0.031169 | Time: 1435.06 ms
[2021-07-05 17:34:19 main:574] : INFO : Epoch 1592 | loss: 0.0311656 | val_loss: 0.0311689 | Time: 1410.56 ms
[2021-07-05 17:34:20 main:574] : INFO : Epoch 1593 | loss: 0.0311652 | val_loss: 0.0311692 | Time: 1421.71 ms
[2021-07-05 17:34:22 main:574] : INFO : Epoch 1594 | loss: 0.0311656 | val_loss: 0.0311701 | Time: 1407.01 ms
[2021-07-05 17:34:23 main:574] : INFO : Epoch 1595 | loss: 0.0311651 | val_loss: 0.0311676 | Time: 1432.55 ms
[2021-07-05 17:34:25 main:574] : INFO : Epoch 1596 | loss: 0.0311681 | val_loss: 0.0311716 | Time: 1397.81 ms
[2021-07-05 17:34:26 main:574] : INFO : Epoch 1597 | loss: 0.0311671 | val_loss: 0.0311695 | Time: 1362.29 ms
[2021-07-05 17:34:27 main:574] : INFO : Epoch 1598 | loss: 0.0311648 | val_loss: 0.0311684 | Time: 1432.11 ms
[2021-07-05 17:34:29 main:574] : INFO : Epoch 1599 | loss: 0.0311665 | val_loss: 0.0311736 | Time: 1390.75 ms
[2021-07-05 17:34:30 main:574] : INFO : Epoch 1600 | loss: 0.0311686 | val_loss: 0.0311712 | Time: 1409.49 ms
[2021-07-05 17:34:32 main:574] : INFO : Epoch 1601 | loss: 0.0311686 | val_loss: 0.0311736 | Time: 1367.47 ms
[2021-07-05 17:34:33 main:574] : INFO : Epoch 1602 | loss: 0.0311675 | val_loss: 0.031167 | Time: 1406.07 ms
[2021-07-05 17:34:34 main:574] : INFO : Epoch 1603 | loss: 0.0311659 | val_loss: 0.0311673 | Time: 1419.55 ms
[2021-07-05 17:34:36 main:574] : INFO : Epoch 1604 | loss: 0.0311645 | val_loss: 0.0311673 | Time: 1396.91 ms
[2021-07-05 17:34:37 main:574] : INFO : Epoch 1605 | loss: 0.0311669 | val_loss: 0.0311712 | Time: 1386.36 ms
[2021-07-05 17:34:39 main:574] : INFO : Epoch 1606 | loss: 0.0311676 | val_loss: 0.0311684 | Time: 1442.2 ms
[2021-07-05 17:34:40 main:574] : INFO : Epoch 1607 | loss: 0.0311673 | val_loss: 0.0311715 | Time: 1428.21 ms
[2021-07-05 17:34:42 main:574] : INFO : Epoch 1608 | loss: 0.031166 | val_loss: 0.0311672 | Time: 1414.32 ms
[2021-07-05 17:34:43 main:574] : INFO : Epoch 1609 | loss: 0.031164 | val_loss: 0.0311692 | Time: 1407.72 ms
[2021-07-05 17:34:44 main:574] : INFO : Epoch 1610 | loss: 0.0311638 | val_loss: 0.0311674 | Time: 1449.52 ms
[2021-07-05 17:34:46 main:574] : INFO : Epoch 1611 | loss: 0.0311633 | val_loss: 0.0311669 | Time: 1380.71 ms
[2021-07-05 17:34:47 main:574] : INFO : Epoch 1612 | loss: 0.0311643 | val_loss: 0.0311711 | Time: 1447.03 ms
[2021-07-05 17:34:49 main:574] : INFO : Epoch 1613 | loss: 0.0311672 | val_loss: 0.0311716 | Time: 1406.99 ms
[2021-07-05 17:34:50 main:574] : INFO : Epoch 1614 | loss: 0.0311651 | val_loss: 0.0311701 | Time: 1448.29 ms
[2021-07-05 17:34:51 main:574] : INFO : Epoch 1615 | loss: 0.0311649 | val_loss: 0.0311671 | Time: 1367.91 ms
[2021-07-05 17:34:53 main:574] : INFO : Epoch 1616 | loss: 0.0311656 | val_loss: 0.031171 | Time: 1415.16 ms
[2021-07-05 17:34:54 main:574] : INFO : Epoch 1617 | loss: 0.0311675 | val_loss: 0.0311759 | Time: 1432.37 ms
[2021-07-05 17:34:56 main:574] : INFO : Epoch 1618 | loss: 0.0311671 | val_loss: 0.031166 | Time: 1408.93 ms
[2021-07-05 17:34:57 main:574] : INFO : Epoch 1619 | loss: 0.0311634 | val_loss: 0.0311657 | Time: 1372.17 ms
[2021-07-05 17:34:59 main:574] : INFO : Epoch 1620 | loss: 0.0311631 | val_loss: 0.0311671 | Time: 1435.18 ms
[2021-07-05 17:35:00 main:574] : INFO : Epoch 1621 | loss: 0.0311641 | val_loss: 0.0311767 | Time: 1406.08 ms
[2021-07-05 17:35:01 main:574] : INFO : Epoch 1622 | loss: 0.0311652 | val_loss: 0.0311678 | Time: 1419.17 ms
[2021-07-05 17:35:03 main:574] : INFO : Epoch 1623 | loss: 0.031164 | val_loss: 0.031166 | Time: 1396 ms
[2021-07-05 17:35:04 main:574] : INFO : Epoch 1624 | loss: 0.0311645 | val_loss: 0.0311668 | Time: 1451.81 ms
[2021-07-05 17:35:06 main:574] : INFO : Epoch 1625 | loss: 0.0311656 | val_loss: 0.0311689 | Time: 1380.53 ms
[2021-07-05 17:35:07 main:574] : INFO : Epoch 1626 | loss: 0.0311656 | val_loss: 0.0311652 | Time: 1421.92 ms
[2021-07-05 17:35:08 main:574] : INFO : Epoch 1627 | loss: 0.0311657 | val_loss: 0.0311652 | Time: 1376.7 ms
[2021-07-05 17:35:10 main:574] : INFO : Epoch 1628 | loss: 0.031163 | val_loss: 0.0311655 | Time: 1394.46 ms
[2021-07-05 17:35:11 main:574] : INFO : Epoch 1629 | loss: 0.0311621 | val_loss: 0.0311659 | Time: 1456.39 ms
[2021-07-05 17:35:13 main:574] : INFO : Epoch 1630 | loss: 0.0311656 | val_loss: 0.0311671 | Time: 1406.13 ms
[2021-07-05 17:35:14 main:574] : INFO : Epoch 1631 | loss: 0.0311638 | val_loss: 0.0311665 | Time: 1405.42 ms
[2021-07-05 17:35:16 main:574] : INFO : Epoch 1632 | loss: 0.0311619 | val_loss: 0.0311648 | Time: 1411.91 ms
[2021-07-05 17:35:17 main:574] : INFO : Epoch 1633 | loss: 0.0311633 | val_loss: 0.0311647 | Time: 1407.72 ms
[2021-07-05 17:35:18 main:574] : INFO : Epoch 1634 | loss: 0.0311638 | val_loss: 0.0311771 | Time: 1422.28 ms
[2021-07-05 17:35:20 main:574] : INFO : Epoch 1635 | loss: 0.0311677 | val_loss: 0.0311674 | Time: 1443.14 ms
[2021-07-05 17:35:21 main:574] : INFO : Epoch 1636 | loss: 0.0311632 | val_loss: 0.0311666 | Time: 1415.71 ms
[2021-07-05 17:35:23 main:574] : INFO : Epoch 1637 | loss: 0.0311633 | val_loss: 0.0311654 | Time: 1382.33 ms
[2021-07-05 17:35:24 main:574] : INFO : Epoch 1638 | loss: 0.0311622 | val_loss: 0.0311652 | Time: 1414.53 ms
[2021-07-05 17:35:25 main:574] : INFO : Epoch 1639 | loss: 0.0311644 | val_loss: 0.0311648 | Time: 1416.47 ms
[2021-07-05 17:35:27 main:574] : INFO : Epoch 1640 | loss: 0.0311626 | val_loss: 0.031166 | Time: 1438.61 ms
[2021-07-05 17:35:28 main:574] : INFO : Epoch 1641 | loss: 0.031161 | val_loss: 0.0311649 | Time: 1422.4 ms
[2021-07-05 17:35:30 main:574] : INFO : Epoch 1642 | loss: 0.0311667 | val_loss: 0.0311802 | Time: 1417.68 ms
[2021-07-05 17:35:31 main:574] : INFO : Epoch 1643 | loss: 0.0311661 | val_loss: 0.0311691 | Time: 1406.22 ms
[2021-07-05 17:35:33 main:574] : INFO : Epoch 1644 | loss: 0.0311616 | val_loss: 0.0311645 | Time: 1407.3 ms
[2021-07-05 17:35:34 main:574] : INFO : Epoch 1645 | loss: 0.0311605 | val_loss: 0.0311669 | Time: 1421.5 ms
[2021-07-05 17:35:35 main:574] : INFO : Epoch 1646 | loss: 0.0311607 | val_loss: 0.0311641 | Time: 1406.61 ms
[2021-07-05 17:35:37 main:574] : INFO : Epoch 1647 | loss: 0.0311604 | val_loss: 0.0311644 | Time: 1374.8 ms
[2021-07-05 17:35:38 main:574] : INFO : Epoch 1648 | loss: 0.0311609 | val_loss: 0.031182 | Time: 1408.5 ms
[2021-07-05 17:35:40 main:574] : INFO : Epoch 1649 | loss: 0.0311625 | val_loss: 0.031165 | Time: 1359.49 ms
[2021-07-05 17:35:41 main:574] : INFO : Epoch 1650 | loss: 0.0311641 | val_loss: 0.0311655 | Time: 1388.33 ms
[2021-07-05 17:35:42 main:574] : INFO : Epoch 1651 | loss: 0.0311609 | val_loss: 0.0311666 | Time: 1411.35 ms
[2021-07-05 17:35:44 main:574] : INFO : Epoch 1652 | loss: 0.03116 | val_loss: 0.0311635 | Time: 1414.87 ms
[2021-07-05 17:35:45 main:574] : INFO : Epoch 1653 | loss: 0.0311605 | val_loss: 0.0311639 | Time: 1407.76 ms
[2021-07-05 17:35:47 main:574] : INFO : Epoch 1654 | loss: 0.03116 | val_loss: 0.0311639 | Time: 1413.03 ms
[2021-07-05 17:35:48 main:574] : INFO : Epoch 1655 | loss: 0.0311589 | val_loss: 0.0311635 | Time: 1394.92 ms
[2021-07-05 17:35:49 main:574] : INFO : Epoch 1656 | loss: 0.0311619 | val_loss: 0.0311643 | Time: 1387.92 ms
[2021-07-05 17:35:51 main:574] : INFO : Epoch 1657 | loss: 0.0311612 | val_loss: 0.0311641 | Time: 1447.25 ms
[2021-07-05 17:35:52 main:574] : INFO : Epoch 1658 | loss: 0.0311603 | val_loss: 0.0311709 | Time: 1447.33 ms
[2021-07-05 17:35:54 main:574] : INFO : Epoch 1659 | loss: 0.0311641 | val_loss: 0.0311647 | Time: 1406.7 ms
[2021-07-05 17:35:55 main:574] : INFO : Epoch 1660 | loss: 0.0311612 | val_loss: 0.031165 | Time: 1405.54 ms
[2021-07-05 17:35:57 main:574] : INFO : Epoch 1661 | loss: 0.0311612 | val_loss: 0.031163 | Time: 1425.11 ms
[2021-07-05 17:35:58 main:574] : INFO : Epoch 1662 | loss: 0.0311603 | val_loss: 0.0311669 | Time: 1443.49 ms
[2021-07-05 17:35:59 main:574] : INFO : Epoch 1663 | loss: 0.03116 | val_loss: 0.0311643 | Time: 1403.49 ms
[2021-07-05 17:36:01 main:574] : INFO : Epoch 1664 | loss: 0.0311591 | val_loss: 0.0311629 | Time: 1404.95 ms
[2021-07-05 17:36:02 main:574] : INFO : Epoch 1665 | loss: 0.0311588 | val_loss: 0.0311637 | Time: 1408.61 ms
[2021-07-05 17:36:04 main:574] : INFO : Epoch 1666 | loss: 0.0311585 | val_loss: 0.0311638 | Time: 1392.58 ms
[2021-07-05 17:36:05 main:574] : INFO : Epoch 1667 | loss: 0.0311588 | val_loss: 0.0311637 | Time: 1421.98 ms
[2021-07-05 17:36:06 main:574] : INFO : Epoch 1668 | loss: 0.0311621 | val_loss: 0.0311669 | Time: 1412.5 ms
[2021-07-05 17:36:08 main:574] : INFO : Epoch 1669 | loss: 0.0311582 | val_loss: 0.031164 | Time: 1413.39 ms
[2021-07-05 17:36:09 main:574] : INFO : Epoch 1670 | loss: 0.0311581 | val_loss: 0.0311628 | Time: 1420.42 ms
[2021-07-05 17:36:11 main:574] : INFO : Epoch 1671 | loss: 0.0311605 | val_loss: 0.0311667 | Time: 1465.06 ms
[2021-07-05 17:36:12 main:574] : INFO : Epoch 1672 | loss: 0.0311583 | val_loss: 0.0311738 | Time: 1408.97 ms
[2021-07-05 17:36:14 main:574] : INFO : Epoch 1673 | loss: 0.0311631 | val_loss: 0.0311689 | Time: 1406.51 ms
[2021-07-05 17:36:15 main:574] : INFO : Epoch 1674 | loss: 0.0311598 | val_loss: 0.0311638 | Time: 1390.79 ms
[2021-07-05 17:36:16 main:574] : INFO : Epoch 1675 | loss: 0.0311587 | val_loss: 0.0311634 | Time: 1428.75 ms
[2021-07-05 17:36:18 main:574] : INFO : Epoch 1676 | loss: 0.0311573 | val_loss: 0.0311648 | Time: 1431.31 ms
[2021-07-05 17:36:19 main:574] : INFO : Epoch 1677 | loss: 0.0311592 | val_loss: 0.0311647 | Time: 1418.58 ms
[2021-07-05 17:36:21 main:574] : INFO : Epoch 1678 | loss: 0.0311578 | val_loss: 0.0311621 | Time: 1421.88 ms
[2021-07-05 17:36:22 main:574] : INFO : Epoch 1679 | loss: 0.0311587 | val_loss: 0.0311713 | Time: 1413.75 ms
[2021-07-05 17:36:24 main:574] : INFO : Epoch 1680 | loss: 0.0311613 | val_loss: 0.0311663 | Time: 1376.98 ms
[2021-07-05 17:36:25 main:574] : INFO : Epoch 1681 | loss: 0.0311599 | val_loss: 0.0311646 | Time: 1399.77 ms
[2021-07-05 17:36:26 main:574] : INFO : Epoch 1682 | loss: 0.0311597 | val_loss: 0.0311654 | Time: 1389.09 ms
[2021-07-05 17:36:28 main:574] : INFO : Epoch 1683 | loss: 0.0311569 | val_loss: 0.0311626 | Time: 1395.45 ms
[2021-07-05 17:36:29 main:574] : INFO : Epoch 1684 | loss: 0.0311586 | val_loss: 0.0311695 | Time: 1390.73 ms
[2021-07-05 17:36:31 main:574] : INFO : Epoch 1685 | loss: 0.0311618 | val_loss: 0.0311641 | Time: 1416.32 ms
[2021-07-05 17:36:32 main:574] : INFO : Epoch 1686 | loss: 0.0311589 | val_loss: 0.0311632 | Time: 1393.29 ms
[2021-07-05 17:36:33 main:574] : INFO : Epoch 1687 | loss: 0.0311573 | val_loss: 0.0311644 | Time: 1362.74 ms
[2021-07-05 17:36:35 main:574] : INFO : Epoch 1688 | loss: 0.0311563 | val_loss: 0.0311618 | Time: 1414.05 ms
[2021-07-05 17:36:36 main:574] : INFO : Epoch 1689 | loss: 0.0311558 | val_loss: 0.0311626 | Time: 1454.09 ms
[2021-07-05 17:36:38 main:574] : INFO : Epoch 1690 | loss: 0.0311555 | val_loss: 0.0311611 | Time: 1422.36 ms
[2021-07-05 17:36:39 main:574] : INFO : Epoch 1691 | loss: 0.0311547 | val_loss: 0.0311672 | Time: 1420.04 ms
[2021-07-05 17:36:40 main:574] : INFO : Epoch 1692 | loss: 0.0311565 | val_loss: 0.0311607 | Time: 1433.95 ms
[2021-07-05 17:36:42 main:574] : INFO : Epoch 1693 | loss: 0.0311566 | val_loss: 0.0311645 | Time: 1417.91 ms
[2021-07-05 17:36:43 main:574] : INFO : Epoch 1694 | loss: 0.0311558 | val_loss: 0.0311621 | Time: 1419.06 ms
[2021-07-05 17:36:45 main:574] : INFO : Epoch 1695 | loss: 0.0311637 | val_loss: 0.0311718 | Time: 1433.57 ms
[2021-07-05 17:36:46 main:574] : INFO : Epoch 1696 | loss: 0.0311604 | val_loss: 0.0311618 | Time: 1433.62 ms
[2021-07-05 17:36:48 main:574] : INFO : Epoch 1697 | loss: 0.0311559 | val_loss: 0.0311622 | Time: 1401.49 ms
[2021-07-05 17:36:49 main:574] : INFO : Epoch 1698 | loss: 0.031159 | val_loss: 0.0311625 | Time: 1418.28 ms
[2021-07-05 17:36:50 main:574] : INFO : Epoch 1699 | loss: 0.0311564 | val_loss: 0.0311622 | Time: 1402.04 ms
[2021-07-05 17:36:52 main:574] : INFO : Epoch 1700 | loss: 0.0311546 | val_loss: 0.0311599 | Time: 1407.54 ms
[2021-07-05 17:36:53 main:574] : INFO : Epoch 1701 | loss: 0.0311556 | val_loss: 0.0311633 | Time: 1364.04 ms
[2021-07-05 17:36:55 main:574] : INFO : Epoch 1702 | loss: 0.0311552 | val_loss: 0.0311633 | Time: 1377.47 ms
[2021-07-05 17:36:56 main:574] : INFO : Epoch 1703 | loss: 0.0311538 | val_loss: 0.0311601 | Time: 1399.49 ms
[2021-07-05 17:36:57 main:574] : INFO : Epoch 1704 | loss: 0.0311529 | val_loss: 0.0311652 | Time: 1397 ms
[2021-07-05 17:36:59 main:574] : INFO : Epoch 1705 | loss: 0.0311536 | val_loss: 0.0311601 | Time: 1426.41 ms
[2021-07-05 17:37:00 main:574] : INFO : Epoch 1706 | loss: 0.0311533 | val_loss: 0.0311606 | Time: 1393.5 ms
[2021-07-05 17:37:02 main:574] : INFO : Epoch 1707 | loss: 0.0311532 | val_loss: 0.0311603 | Time: 1409.72 ms
[2021-07-05 17:37:03 main:574] : INFO : Epoch 1708 | loss: 0.0311592 | val_loss: 0.0311605 | Time: 1360.53 ms
[2021-07-05 17:37:04 main:574] : INFO : Epoch 1709 | loss: 0.0311549 | val_loss: 0.0311657 | Time: 1403.77 ms
[2021-07-05 17:37:06 main:574] : INFO : Epoch 1710 | loss: 0.0311543 | val_loss: 0.0311607 | Time: 1392.85 ms
[2021-07-05 17:37:07 main:574] : INFO : Epoch 1711 | loss: 0.0311528 | val_loss: 0.0311598 | Time: 1413.84 ms
[2021-07-05 17:37:09 main:574] : INFO : Epoch 1712 | loss: 0.031156 | val_loss: 0.0311678 | Time: 1404.04 ms
[2021-07-05 17:37:10 main:574] : INFO : Epoch 1713 | loss: 0.0311542 | val_loss: 0.0311606 | Time: 1414.33 ms
[2021-07-05 17:37:11 main:574] : INFO : Epoch 1714 | loss: 0.0311547 | val_loss: 0.0311601 | Time: 1402.46 ms
[2021-07-05 17:37:13 main:574] : INFO : Epoch 1715 | loss: 0.0311541 | val_loss: 0.0311595 | Time: 1439.39 ms
[2021-07-05 17:37:14 main:574] : INFO : Epoch 1716 | loss: 0.0311534 | val_loss: 0.0311593 | Time: 1418.17 ms
[2021-07-05 17:37:16 main:574] : INFO : Epoch 1717 | loss: 0.031152 | val_loss: 0.0311627 | Time: 1422.39 ms
[2021-07-05 17:37:17 main:574] : INFO : Epoch 1718 | loss: 0.0311526 | val_loss: 0.0311597 | Time: 1428.84 ms
[2021-07-05 17:37:19 main:574] : INFO : Epoch 1719 | loss: 0.0311512 | val_loss: 0.031159 | Time: 1434.75 ms
[2021-07-05 17:37:20 main:574] : INFO : Epoch 1720 | loss: 0.0311515 | val_loss: 0.0311599 | Time: 1447.82 ms
[2021-07-05 17:37:21 main:574] : INFO : Epoch 1721 | loss: 0.0311507 | val_loss: 0.0311598 | Time: 1382.02 ms
[2021-07-05 17:37:23 main:574] : INFO : Epoch 1722 | loss: 0.0311507 | val_loss: 0.0311594 | Time: 1450.24 ms
[2021-07-05 17:37:24 main:574] : INFO : Epoch 1723 | loss: 0.0311566 | val_loss: 0.0311656 | Time: 1436.69 ms
[2021-07-05 17:37:26 main:574] : INFO : Epoch 1724 | loss: 0.0311556 | val_loss: 0.0311613 | Time: 1352.89 ms
[2021-07-05 17:37:27 main:574] : INFO : Epoch 1725 | loss: 0.0311523 | val_loss: 0.0311608 | Time: 1415.56 ms
[2021-07-05 17:37:29 main:574] : INFO : Epoch 1726 | loss: 0.0311507 | val_loss: 0.0311585 | Time: 1435.97 ms
[2021-07-05 17:37:30 main:574] : INFO : Epoch 1727 | loss: 0.0311515 | val_loss: 0.0311649 | Time: 1437.08 ms
[2021-07-05 17:37:31 main:574] : INFO : Epoch 1728 | loss: 0.0311515 | val_loss: 0.0311595 | Time: 1373.64 ms
[2021-07-05 17:37:33 main:574] : INFO : Epoch 1729 | loss: 0.0311496 | val_loss: 0.0311601 | Time: 1413.1 ms
[2021-07-05 17:37:34 main:574] : INFO : Epoch 1730 | loss: 0.0311518 | val_loss: 0.0311621 | Time: 1434.75 ms
[2021-07-05 17:37:36 main:574] : INFO : Epoch 1731 | loss: 0.0311502 | val_loss: 0.0311592 | Time: 1445.61 ms
[2021-07-05 17:37:37 main:574] : INFO : Epoch 1732 | loss: 0.0311493 | val_loss: 0.031159 | Time: 1396.46 ms
[2021-07-05 17:37:38 main:574] : INFO : Epoch 1733 | loss: 0.031148 | val_loss: 0.031159 | Time: 1402.87 ms
[2021-07-05 17:37:40 main:574] : INFO : Epoch 1734 | loss: 0.0311492 | val_loss: 0.031161 | Time: 1448.96 ms
[2021-07-05 17:37:41 main:574] : INFO : Epoch 1735 | loss: 0.0311509 | val_loss: 0.0311614 | Time: 1396.65 ms
[2021-07-05 17:37:43 main:574] : INFO : Epoch 1736 | loss: 0.031149 | val_loss: 0.0311597 | Time: 1376.07 ms
[2021-07-05 17:37:44 main:574] : INFO : Epoch 1737 | loss: 0.0311484 | val_loss: 0.0311586 | Time: 1416.05 ms
[2021-07-05 17:37:46 main:574] : INFO : Epoch 1738 | loss: 0.0311483 | val_loss: 0.0311605 | Time: 1409.23 ms
[2021-07-05 17:37:47 main:574] : INFO : Epoch 1739 | loss: 0.0311502 | val_loss: 0.0311591 | Time: 1416.81 ms
[2021-07-05 17:37:48 main:574] : INFO : Epoch 1740 | loss: 0.0311482 | val_loss: 0.0311584 | Time: 1400.73 ms
[2021-07-05 17:37:50 main:574] : INFO : Epoch 1741 | loss: 0.0311472 | val_loss: 0.0311598 | Time: 1434.89 ms
[2021-07-05 17:37:51 main:574] : INFO : Epoch 1742 | loss: 0.0311472 | val_loss: 0.0311611 | Time: 1407.36 ms
[2021-07-05 17:37:53 main:574] : INFO : Epoch 1743 | loss: 0.0311498 | val_loss: 0.0311609 | Time: 1427.84 ms
[2021-07-05 17:37:54 main:574] : INFO : Epoch 1744 | loss: 0.0311499 | val_loss: 0.0311616 | Time: 1380.15 ms
[2021-07-05 17:37:55 main:574] : INFO : Epoch 1745 | loss: 0.0311485 | val_loss: 0.0311622 | Time: 1405.68 ms
[2021-07-05 17:37:57 main:574] : INFO : Epoch 1746 | loss: 0.031151 | val_loss: 0.031163 | Time: 1427.01 ms
[2021-07-05 17:37:58 main:574] : INFO : Epoch 1747 | loss: 0.0311517 | val_loss: 0.0311622 | Time: 1462.32 ms
[2021-07-05 17:38:00 main:574] : INFO : Epoch 1748 | loss: 0.0311481 | val_loss: 0.0311592 | Time: 1394.96 ms
[2021-07-05 17:38:01 main:574] : INFO : Epoch 1749 | loss: 0.0311458 | val_loss: 0.0311619 | Time: 1415.98 ms
[2021-07-05 17:38:03 main:574] : INFO : Epoch 1750 | loss: 0.031147 | val_loss: 0.0311583 | Time: 1387.25 ms
[2021-07-05 17:38:04 main:574] : INFO : Epoch 1751 | loss: 0.0311455 | val_loss: 0.0311591 | Time: 1368.37 ms
[2021-07-05 17:38:05 main:574] : INFO : Epoch 1752 | loss: 0.0311468 | val_loss: 0.0311623 | Time: 1437.32 ms
[2021-07-05 17:38:07 main:574] : INFO : Epoch 1753 | loss: 0.0311473 | val_loss: 0.0311585 | Time: 1393.01 ms
[2021-07-05 17:38:08 main:574] : INFO : Epoch 1754 | loss: 0.0311474 | val_loss: 0.031161 | Time: 1418.66 ms
[2021-07-05 17:38:10 main:574] : INFO : Epoch 1755 | loss: 0.0311467 | val_loss: 0.0311633 | Time: 1397.42 ms
[2021-07-05 17:38:11 main:574] : INFO : Epoch 1756 | loss: 0.0311448 | val_loss: 0.0311583 | Time: 1395.2 ms
[2021-07-05 17:38:12 main:574] : INFO : Epoch 1757 | loss: 0.0311443 | val_loss: 0.0311585 | Time: 1384.27 ms
[2021-07-05 17:38:14 main:574] : INFO : Epoch 1758 | loss: 0.0311451 | val_loss: 0.0311602 | Time: 1378.5 ms
[2021-07-05 17:38:15 main:574] : INFO : Epoch 1759 | loss: 0.0311447 | val_loss: 0.0311602 | Time: 1435.35 ms
[2021-07-05 17:38:17 main:574] : INFO : Epoch 1760 | loss: 0.0311445 | val_loss: 0.0311578 | Time: 1362.98 ms
[2021-07-05 17:38:18 main:574] : INFO : Epoch 1761 | loss: 0.0311452 | val_loss: 0.0311656 | Time: 1341.15 ms
[2021-07-05 17:38:19 main:574] : INFO : Epoch 1762 | loss: 0.031148 | val_loss: 0.03116 | Time: 1365.28 ms
[2021-07-05 17:38:21 main:574] : INFO : Epoch 1763 | loss: 0.031143 | val_loss: 0.0311609 | Time: 1393.77 ms
[2021-07-05 17:38:22 main:574] : INFO : Epoch 1764 | loss: 0.0311433 | val_loss: 0.0311672 | Time: 1413.25 ms
[2021-07-05 17:38:23 main:574] : INFO : Epoch 1765 | loss: 0.0311453 | val_loss: 0.0311609 | Time: 1391.7 ms
[2021-07-05 17:38:25 main:574] : INFO : Epoch 1766 | loss: 0.0311426 | val_loss: 0.0311605 | Time: 1347.32 ms
[2021-07-05 17:38:26 main:574] : INFO : Epoch 1767 | loss: 0.031143 | val_loss: 0.0311624 | Time: 1380.05 ms
[2021-07-05 17:38:28 main:574] : INFO : Epoch 1768 | loss: 0.031143 | val_loss: 0.0311622 | Time: 1345.5 ms
[2021-07-05 17:38:29 main:574] : INFO : Epoch 1769 | loss: 0.0311418 | val_loss: 0.0311594 | Time: 1335.35 ms
[2021-07-05 17:38:30 main:574] : INFO : Epoch 1770 | loss: 0.031146 | val_loss: 0.0311612 | Time: 1384.61 ms
[2021-07-05 17:38:32 main:574] : INFO : Epoch 1771 | loss: 0.0311415 | val_loss: 0.0311601 | Time: 1429.83 ms
[2021-07-05 17:38:33 main:574] : INFO : Epoch 1772 | loss: 0.0311405 | val_loss: 0.0311596 | Time: 1374.28 ms
[2021-07-05 17:38:34 main:574] : INFO : Epoch 1773 | loss: 0.0311407 | val_loss: 0.031159 | Time: 1346.91 ms
[2021-07-05 17:38:36 main:574] : INFO : Epoch 1774 | loss: 0.031142 | val_loss: 0.0311633 | Time: 1376.14 ms
[2021-07-05 17:38:37 main:574] : INFO : Epoch 1775 | loss: 0.0311423 | val_loss: 0.0311588 | Time: 1390.34 ms
[2021-07-05 17:38:39 main:574] : INFO : Epoch 1776 | loss: 0.0311431 | val_loss: 0.0311711 | Time: 1401.08 ms
[2021-07-05 17:38:40 main:574] : INFO : Epoch 1777 | loss: 0.0311429 | val_loss: 0.0311594 | Time: 1366.79 ms
[2021-07-05 17:38:41 main:574] : INFO : Epoch 1778 | loss: 0.0311427 | val_loss: 0.0311597 | Time: 1401.62 ms
[2021-07-05 17:38:43 main:574] : INFO : Epoch 1779 | loss: 0.0311406 | val_loss: 0.0311602 | Time: 1366.07 ms
[2021-07-05 17:38:44 main:574] : INFO : Epoch 1780 | loss: 0.0311426 | val_loss: 0.0311748 | Time: 1417.22 ms
[2021-07-05 17:38:46 main:574] : INFO : Epoch 1781 | loss: 0.0311436 | val_loss: 0.0311614 | Time: 1378.04 ms
[2021-07-05 17:38:47 main:574] : INFO : Epoch 1782 | loss: 0.0311403 | val_loss: 0.0311596 | Time: 1422.3 ms
[2021-07-05 17:38:48 main:574] : INFO : Epoch 1783 | loss: 0.0311387 | val_loss: 0.0311607 | Time: 1407.37 ms
[2021-07-05 17:38:50 main:574] : INFO : Epoch 1784 | loss: 0.031137 | val_loss: 0.0311609 | Time: 1402.33 ms
[2021-07-05 17:38:51 main:574] : INFO : Epoch 1785 | loss: 0.0311364 | val_loss: 0.0311594 | Time: 1399.86 ms
[2021-07-05 17:38:53 main:574] : INFO : Epoch 1786 | loss: 0.0311358 | val_loss: 0.0311616 | Time: 1361.99 ms
[2021-07-05 17:38:54 main:574] : INFO : Epoch 1787 | loss: 0.0311367 | val_loss: 0.0311592 | Time: 1385.75 ms
[2021-07-05 17:38:55 main:574] : INFO : Epoch 1788 | loss: 0.0311362 | val_loss: 0.0311604 | Time: 1370.3 ms
[2021-07-05 17:38:57 main:574] : INFO : Epoch 1789 | loss: 0.0311362 | val_loss: 0.0311607 | Time: 1403.74 ms
[2021-07-05 17:38:58 main:574] : INFO : Epoch 1790 | loss: 0.0311378 | val_loss: 0.031161 | Time: 1385.94 ms
[2021-07-05 17:39:00 main:574] : INFO : Epoch 1791 | loss: 0.031136 | val_loss: 0.03116 | Time: 1361.09 ms
[2021-07-05 17:39:01 main:574] : INFO : Epoch 1792 | loss: 0.0311365 | val_loss: 0.0311634 | Time: 1394.58 ms
[2021-07-05 17:39:02 main:574] : INFO : Epoch 1793 | loss: 0.031137 | val_loss: 0.031163 | Time: 1427.21 ms
[2021-07-05 17:39:04 main:574] : INFO : Epoch 1794 | loss: 0.0311354 | val_loss: 0.0311609 | Time: 1406.78 ms
[2021-07-05 17:39:05 main:574] : INFO : Epoch 1795 | loss: 0.0311344 | val_loss: 0.0311592 | Time: 1381.43 ms
[2021-07-05 17:39:07 main:574] : INFO : Epoch 1796 | loss: 0.0311343 | val_loss: 0.0311597 | Time: 1372.64 ms
[2021-07-05 17:39:08 main:574] : INFO : Epoch 1797 | loss: 0.0311338 | val_loss: 0.0311601 | Time: 1354.48 ms
[2021-07-05 17:39:09 main:574] : INFO : Epoch 1798 | loss: 0.0311335 | val_loss: 0.0311622 | Time: 1366.06 ms
[2021-07-05 17:39:11 main:574] : INFO : Epoch 1799 | loss: 0.0311353 | val_loss: 0.0311615 | Time: 1346.98 ms
[2021-07-05 17:39:12 main:574] : INFO : Epoch 1800 | loss: 0.0311345 | val_loss: 0.0311586 | Time: 1406.06 ms
[2021-07-05 17:39:13 main:574] : INFO : Epoch 1801 | loss: 0.0311338 | val_loss: 0.0311612 | Time: 1398 ms
[2021-07-05 17:39:15 main:574] : INFO : Epoch 1802 | loss: 0.031132 | val_loss: 0.0311595 | Time: 1402.6 ms
[2021-07-05 17:39:16 main:574] : INFO : Epoch 1803 | loss: 0.031138 | val_loss: 0.0311599 | Time: 1363.12 ms
[2021-07-05 17:39:18 main:574] : INFO : Epoch 1804 | loss: 0.0311397 | val_loss: 0.0311613 | Time: 1448.65 ms
[2021-07-05 17:39:19 main:574] : INFO : Epoch 1805 | loss: 0.0311362 | val_loss: 0.0311654 | Time: 1417.33 ms
[2021-07-05 17:39:20 main:574] : INFO : Epoch 1806 | loss: 0.0311353 | val_loss: 0.0311588 | Time: 1350.2 ms
[2021-07-05 17:39:22 main:574] : INFO : Epoch 1807 | loss: 0.0311323 | val_loss: 0.0311606 | Time: 1353.75 ms
[2021-07-05 17:39:23 main:574] : INFO : Epoch 1808 | loss: 0.0311309 | val_loss: 0.0311585 | Time: 1447.23 ms
[2021-07-05 17:39:25 main:574] : INFO : Epoch 1809 | loss: 0.0311303 | val_loss: 0.0311593 | Time: 1388.61 ms
[2021-07-05 17:39:26 main:574] : INFO : Epoch 1810 | loss: 0.0311305 | val_loss: 0.0311605 | Time: 1405.69 ms
[2021-07-05 17:39:27 main:574] : INFO : Epoch 1811 | loss: 0.03113 | val_loss: 0.031159 | Time: 1376.58 ms
[2021-07-05 17:39:29 main:574] : INFO : Epoch 1812 | loss: 0.0311303 | val_loss: 0.0311614 | Time: 1428.56 ms
[2021-07-05 17:39:30 main:574] : INFO : Epoch 1813 | loss: 0.0311301 | val_loss: 0.0311601 | Time: 1410.09 ms
[2021-07-05 17:39:32 main:574] : INFO : Epoch 1814 | loss: 0.0311312 | val_loss: 0.0311659 | Time: 1382.81 ms
[2021-07-05 17:39:33 main:574] : INFO : Epoch 1815 | loss: 0.0311305 | val_loss: 0.0311635 | Time: 1357.48 ms
[2021-07-05 17:39:34 main:574] : INFO : Epoch 1816 | loss: 0.0311308 | val_loss: 0.0311596 | Time: 1394.78 ms
[2021-07-05 17:39:36 main:574] : INFO : Epoch 1817 | loss: 0.0311294 | val_loss: 0.0311628 | Time: 1398.78 ms
[2021-07-05 17:39:37 main:574] : INFO : Epoch 1818 | loss: 0.0311295 | val_loss: 0.0311707 | Time: 1412.1 ms
[2021-07-05 17:39:39 main:574] : INFO : Epoch 1819 | loss: 0.0311321 | val_loss: 0.0311622 | Time: 1380.44 ms
[2021-07-05 17:39:40 main:574] : INFO : Epoch 1820 | loss: 0.031129 | val_loss: 0.0311605 | Time: 1405.55 ms
[2021-07-05 17:39:41 main:574] : INFO : Epoch 1821 | loss: 0.0311298 | val_loss: 0.0311628 | Time: 1376.5 ms
[2021-07-05 17:39:43 main:574] : INFO : Epoch 1822 | loss: 0.0311297 | val_loss: 0.0311628 | Time: 1409 ms
[2021-07-05 17:39:44 main:574] : INFO : Epoch 1823 | loss: 0.0311325 | val_loss: 0.0311642 | Time: 1384.61 ms
[2021-07-05 17:39:46 main:574] : INFO : Epoch 1824 | loss: 0.0311307 | val_loss: 0.0311593 | Time: 1372.09 ms
[2021-07-05 17:39:47 main:574] : INFO : Epoch 1825 | loss: 0.0311279 | val_loss: 0.0311651 | Time: 1376.42 ms
[2021-07-05 17:39:48 main:574] : INFO : Epoch 1826 | loss: 0.03113 | val_loss: 0.0311611 | Time: 1409.66 ms
[2021-07-05 17:39:50 main:574] : INFO : Epoch 1827 | loss: 0.0311338 | val_loss: 0.0311627 | Time: 1382.02 ms
[2021-07-05 17:39:51 main:574] : INFO : Epoch 1828 | loss: 0.0311316 | val_loss: 0.0311614 | Time: 1396.68 ms
[2021-07-05 17:39:53 main:574] : INFO : Epoch 1829 | loss: 0.0311276 | val_loss: 0.0311578 | Time: 1361.32 ms
[2021-07-05 17:39:54 main:574] : INFO : Epoch 1830 | loss: 0.0311281 | val_loss: 0.0311648 | Time: 1384.08 ms
[2021-07-05 17:39:55 main:574] : INFO : Epoch 1831 | loss: 0.0311271 | val_loss: 0.0311631 | Time: 1422.09 ms
[2021-07-05 17:39:57 main:574] : INFO : Epoch 1832 | loss: 0.0311302 | val_loss: 0.031161 | Time: 1401.48 ms
[2021-07-05 17:39:58 main:574] : INFO : Epoch 1833 | loss: 0.0311273 | val_loss: 0.0311641 | Time: 1394.97 ms
[2021-07-05 17:40:00 main:574] : INFO : Epoch 1834 | loss: 0.0311259 | val_loss: 0.031163 | Time: 1397.63 ms
[2021-07-05 17:40:01 main:574] : INFO : Epoch 1835 | loss: 0.0311257 | val_loss: 0.0311667 | Time: 1408.64 ms
[2021-07-05 17:40:02 main:574] : INFO : Epoch 1836 | loss: 0.0311244 | val_loss: 0.0311625 | Time: 1392.31 ms
[2021-07-05 17:40:04 main:574] : INFO : Epoch 1837 | loss: 0.0311263 | val_loss: 0.031168 | Time: 1394.82 ms
[2021-07-05 17:40:05 main:574] : INFO : Epoch 1838 | loss: 0.0311303 | val_loss: 0.0311682 | Time: 1375.59 ms
[2021-07-05 17:40:07 main:574] : INFO : Epoch 1839 | loss: 0.0311265 | val_loss: 0.0311617 | Time: 1356.51 ms
[2021-07-05 17:40:08 main:574] : INFO : Epoch 1840 | loss: 0.031126 | val_loss: 0.0311648 | Time: 1382.12 ms
[2021-07-05 17:40:09 main:574] : INFO : Epoch 1841 | loss: 0.0311243 | val_loss: 0.0311608 | Time: 1354.85 ms
[2021-07-05 17:40:11 main:574] : INFO : Epoch 1842 | loss: 0.0311253 | val_loss: 0.0311611 | Time: 1411.33 ms
[2021-07-05 17:40:12 main:574] : INFO : Epoch 1843 | loss: 0.0311251 | val_loss: 0.0311636 | Time: 1392.19 ms
[2021-07-05 17:40:13 main:574] : INFO : Epoch 1844 | loss: 0.0311278 | val_loss: 0.0311659 | Time: 1356.85 ms
[2021-07-05 17:40:15 main:574] : INFO : Epoch 1845 | loss: 0.0311291 | val_loss: 0.0311607 | Time: 1373.25 ms
[2021-07-05 17:40:16 main:574] : INFO : Epoch 1846 | loss: 0.0311244 | val_loss: 0.0311688 | Time: 1351.91 ms
[2021-07-05 17:40:18 main:574] : INFO : Epoch 1847 | loss: 0.031127 | val_loss: 0.03116 | Time: 1406.39 ms
[2021-07-05 17:40:19 main:574] : INFO : Epoch 1848 | loss: 0.0311259 | val_loss: 0.0311638 | Time: 1386.71 ms
[2021-07-05 17:40:20 main:574] : INFO : Epoch 1849 | loss: 0.0311217 | val_loss: 0.0311636 | Time: 1402.5 ms
[2021-07-05 17:40:22 main:574] : INFO : Epoch 1850 | loss: 0.0311215 | val_loss: 0.0311668 | Time: 1417.16 ms
[2021-07-05 17:40:23 main:574] : INFO : Epoch 1851 | loss: 0.031124 | val_loss: 0.0311722 | Time: 1409.65 ms
[2021-07-05 17:40:25 main:574] : INFO : Epoch 1852 | loss: 0.0311233 | val_loss: 0.0311643 | Time: 1374.76 ms
[2021-07-05 17:40:26 main:574] : INFO : Epoch 1853 | loss: 0.0311263 | val_loss: 0.0311634 | Time: 1326.78 ms
[2021-07-05 17:40:27 main:574] : INFO : Epoch 1854 | loss: 0.0311246 | val_loss: 0.0311618 | Time: 1388.58 ms
[2021-07-05 17:40:29 main:574] : INFO : Epoch 1855 | loss: 0.0311235 | val_loss: 0.0311658 | Time: 1387.27 ms
[2021-07-05 17:40:30 main:574] : INFO : Epoch 1856 | loss: 0.0311242 | val_loss: 0.0311631 | Time: 1388.21 ms
[2021-07-05 17:40:32 main:574] : INFO : Epoch 1857 | loss: 0.0311206 | val_loss: 0.0311656 | Time: 1414.26 ms
[2021-07-05 17:40:33 main:574] : INFO : Epoch 1858 | loss: 0.0311218 | val_loss: 0.031159 | Time: 1411.81 ms
[2021-07-05 17:40:34 main:574] : INFO : Epoch 1859 | loss: 0.0311227 | val_loss: 0.0311634 | Time: 1405.52 ms
[2021-07-05 17:40:36 main:574] : INFO : Epoch 1860 | loss: 0.0311228 | val_loss: 0.0311637 | Time: 1374.56 ms
[2021-07-05 17:40:37 main:574] : INFO : Epoch 1861 | loss: 0.0311238 | val_loss: 0.0311632 | Time: 1413.73 ms
[2021-07-05 17:40:39 main:574] : INFO : Epoch 1862 | loss: 0.0311221 | val_loss: 0.0311636 | Time: 1385.8 ms
[2021-07-05 17:40:40 main:574] : INFO : Epoch 1863 | loss: 0.0311206 | val_loss: 0.0311589 | Time: 1381.95 ms
[2021-07-05 17:40:41 main:574] : INFO : Epoch 1864 | loss: 0.0311208 | val_loss: 0.0311636 | Time: 1396.1 ms
[2021-07-05 17:40:43 main:574] : INFO : Epoch 1865 | loss: 0.0311204 | val_loss: 0.0311641 | Time: 1395.9 ms
[2021-07-05 17:40:44 main:574] : INFO : Epoch 1866 | loss: 0.0311217 | val_loss: 0.0311611 | Time: 1376.06 ms
[2021-07-05 17:40:45 main:574] : INFO : Epoch 1867 | loss: 0.0311202 | val_loss: 0.0311646 | Time: 1365.13 ms
[2021-07-05 17:40:47 main:574] : INFO : Epoch 1868 | loss: 0.031121 | val_loss: 0.0311663 | Time: 1351.97 ms
[2021-07-05 17:40:48 main:574] : INFO : Epoch 1869 | loss: 0.0311231 | val_loss: 0.0311607 | Time: 1396.5 ms
[2021-07-05 17:40:50 main:574] : INFO : Epoch 1870 | loss: 0.0311195 | val_loss: 0.0311612 | Time: 1399.37 ms
[2021-07-05 17:40:51 main:574] : INFO : Epoch 1871 | loss: 0.0311217 | val_loss: 0.0311735 | Time: 1399.05 ms
[2021-07-05 17:40:52 main:574] : INFO : Epoch 1872 | loss: 0.0311217 | val_loss: 0.0311629 | Time: 1378.43 ms
[2021-07-05 17:40:54 main:574] : INFO : Epoch 1873 | loss: 0.0311188 | val_loss: 0.0311607 | Time: 1408.36 ms
[2021-07-05 17:40:55 main:574] : INFO : Epoch 1874 | loss: 0.0311186 | val_loss: 0.031172 | Time: 1347.62 ms
[2021-07-05 17:40:57 main:574] : INFO : Epoch 1875 | loss: 0.0311189 | val_loss: 0.0311587 | Time: 1371.6 ms
[2021-07-05 17:40:58 main:574] : INFO : Epoch 1876 | loss: 0.0311167 | val_loss: 0.031165 | Time: 1389.23 ms
[2021-07-05 17:40:59 main:574] : INFO : Epoch 1877 | loss: 0.0311197 | val_loss: 0.0311602 | Time: 1376.51 ms
[2021-07-05 17:41:01 main:574] : INFO : Epoch 1878 | loss: 0.0311189 | val_loss: 0.0311598 | Time: 1384.35 ms
[2021-07-05 17:41:02 main:574] : INFO : Epoch 1879 | loss: 0.0311181 | val_loss: 0.0311615 | Time: 1409.91 ms
[2021-07-05 17:41:04 main:574] : INFO : Epoch 1880 | loss: 0.0311207 | val_loss: 0.0311645 | Time: 1400.04 ms
[2021-07-05 17:41:05 main:574] : INFO : Epoch 1881 | loss: 0.0311186 | val_loss: 0.0311622 | Time: 1374.45 ms
[2021-07-05 17:41:06 main:574] : INFO : Epoch 1882 | loss: 0.0311166 | val_loss: 0.0311615 | Time: 1383.44 ms
[2021-07-05 17:41:08 main:574] : INFO : Epoch 1883 | loss: 0.0311174 | val_loss: 0.0311619 | Time: 1381.66 ms
[2021-07-05 17:41:09 main:574] : INFO : Epoch 1884 | loss: 0.0311186 | val_loss: 0.0311588 | Time: 1378.8 ms
[2021-07-05 17:41:10 main:574] : INFO : Epoch 1885 | loss: 0.031119 | val_loss: 0.0311605 | Time: 1387.43 ms
[2021-07-05 17:41:12 main:574] : INFO : Epoch 1886 | loss: 0.0311166 | val_loss: 0.0311555 | Time: 1397.55 ms
[2021-07-05 17:41:13 main:574] : INFO : Epoch 1887 | loss: 0.0311174 | val_loss: 0.0311589 | Time: 1350.34 ms
[2021-07-05 17:41:15 main:574] : INFO : Epoch 1888 | loss: 0.0311141 | val_loss: 0.0311603 | Time: 1417.06 ms
[2021-07-05 17:41:16 main:574] : INFO : Epoch 1889 | loss: 0.0311145 | val_loss: 0.0311589 | Time: 1390.38 ms
[2021-07-05 17:41:17 main:574] : INFO : Epoch 1890 | loss: 0.031119 | val_loss: 0.0311615 | Time: 1353.17 ms
[2021-07-05 17:41:19 main:574] : INFO : Epoch 1891 | loss: 0.0311157 | val_loss: 0.0311597 | Time: 1398.86 ms
[2021-07-05 17:41:20 main:574] : INFO : Epoch 1892 | loss: 0.0311148 | val_loss: 0.0311573 | Time: 1369.35 ms
[2021-07-05 17:41:22 main:574] : INFO : Epoch 1893 | loss: 0.0311146 | val_loss: 0.031159 | Time: 1413.52 ms
[2021-07-05 17:41:23 main:574] : INFO : Epoch 1894 | loss: 0.0311152 | val_loss: 0.0311598 | Time: 1387.7 ms
[2021-07-05 17:41:24 main:574] : INFO : Epoch 1895 | loss: 0.0311144 | val_loss: 0.0311607 | Time: 1413.04 ms
[2021-07-05 17:41:26 main:574] : INFO : Epoch 1896 | loss: 0.0311184 | val_loss: 0.0311641 | Time: 1379.15 ms
[2021-07-05 17:41:27 main:574] : INFO : Epoch 1897 | loss: 0.0311181 | val_loss: 0.0311544 | Time: 1367.56 ms
[2021-07-05 17:41:29 main:574] : INFO : Epoch 1898 | loss: 0.0311137 | val_loss: 0.0311593 | Time: 1395.22 ms
[2021-07-05 17:41:30 main:574] : INFO : Epoch 1899 | loss: 0.0311109 | val_loss: 0.0311564 | Time: 1395.53 ms
[2021-07-05 17:41:31 main:574] : INFO : Epoch 1900 | loss: 0.0311125 | val_loss: 0.0311657 | Time: 1427.79 ms
[2021-07-05 17:41:33 main:574] : INFO : Epoch 1901 | loss: 0.0311149 | val_loss: 0.0311556 | Time: 1427.82 ms
[2021-07-05 17:41:34 main:574] : INFO : Epoch 1902 | loss: 0.0311153 | val_loss: 0.031158 | Time: 1391.07 ms
[2021-07-05 17:41:36 main:574] : INFO : Epoch 1903 | loss: 0.0311123 | val_loss: 0.0311581 | Time: 1382.87 ms
[2021-07-05 17:41:37 main:574] : INFO : Epoch 1904 | loss: 0.0311123 | val_loss: 0.03116 | Time: 1356.39 ms
[2021-07-05 17:41:38 main:574] : INFO : Epoch 1905 | loss: 0.0311119 | val_loss: 0.0311597 | Time: 1394.64 ms
[2021-07-05 17:41:40 main:574] : INFO : Epoch 1906 | loss: 0.0311116 | val_loss: 0.0311638 | Time: 1362.63 ms
[2021-07-05 17:41:41 main:574] : INFO : Epoch 1907 | loss: 0.031112 | val_loss: 0.0311622 | Time: 1394.68 ms
[2021-07-05 17:41:43 main:574] : INFO : Epoch 1908 | loss: 0.0311128 | val_loss: 0.0311669 | Time: 1408.35 ms
[2021-07-05 17:41:44 main:574] : INFO : Epoch 1909 | loss: 0.0311127 | val_loss: 0.0311532 | Time: 1428.64 ms
[2021-07-05 17:41:45 main:574] : INFO : Epoch 1910 | loss: 0.0311128 | val_loss: 0.0311598 | Time: 1399.37 ms
[2021-07-05 17:41:47 main:574] : INFO : Epoch 1911 | loss: 0.0311113 | val_loss: 0.0311585 | Time: 1379.39 ms
[2021-07-05 17:41:48 main:574] : INFO : Epoch 1912 | loss: 0.0311118 | val_loss: 0.0311568 | Time: 1347.75 ms
[2021-07-05 17:41:49 main:574] : INFO : Epoch 1913 | loss: 0.0311126 | val_loss: 0.0311639 | Time: 1361.05 ms
[2021-07-05 17:41:51 main:574] : INFO : Epoch 1914 | loss: 0.0311125 | val_loss: 0.0311632 | Time: 1366.01 ms
[2021-07-05 17:41:52 main:574] : INFO : Epoch 1915 | loss: 0.0311113 | val_loss: 0.0311614 | Time: 1336.94 ms
[2021-07-05 17:41:54 main:574] : INFO : Epoch 1916 | loss: 0.0311159 | val_loss: 0.0311578 | Time: 1381.68 ms
[2021-07-05 17:41:55 main:574] : INFO : Epoch 1917 | loss: 0.0311094 | val_loss: 0.0311608 | Time: 1368.03 ms
[2021-07-05 17:41:56 main:574] : INFO : Epoch 1918 | loss: 0.0311071 | val_loss: 0.0311637 | Time: 1368.9 ms
[2021-07-05 17:41:58 main:574] : INFO : Epoch 1919 | loss: 0.0311087 | val_loss: 0.0311583 | Time: 1376.68 ms
[2021-07-05 17:41:59 main:574] : INFO : Epoch 1920 | loss: 0.031109 | val_loss: 0.0311606 | Time: 1348.44 ms
[2021-07-05 17:42:00 main:574] : INFO : Epoch 1921 | loss: 0.0311093 | val_loss: 0.0311588 | Time: 1385.42 ms
[2021-07-05 17:42:02 main:574] : INFO : Epoch 1922 | loss: 0.0311131 | val_loss: 0.0311666 | Time: 1362.49 ms
[2021-07-05 17:42:03 main:574] : INFO : Epoch 1923 | loss: 0.0311124 | val_loss: 0.0311646 | Time: 1386.39 ms
[2021-07-05 17:42:05 main:574] : INFO : Epoch 1924 | loss: 0.0311096 | val_loss: 0.0311676 | Time: 1376.58 ms
[2021-07-05 17:42:06 main:574] : INFO : Epoch 1925 | loss: 0.0311084 | val_loss: 0.031166 | Time: 1371.56 ms
[2021-07-05 17:42:07 main:574] : INFO : Epoch 1926 | loss: 0.0311139 | val_loss: 0.031166 | Time: 1403.56 ms
[2021-07-05 17:42:09 main:574] : INFO : Epoch 1927 | loss: 0.0311086 | val_loss: 0.0311606 | Time: 1380.25 ms
[2021-07-05 17:42:10 main:574] : INFO : Epoch 1928 | loss: 0.031107 | val_loss: 0.0311586 | Time: 1381.89 ms
[2021-07-05 17:42:11 main:574] : INFO : Epoch 1929 | loss: 0.0311067 | val_loss: 0.0311585 | Time: 1385.42 ms
[2021-07-05 17:42:13 main:574] : INFO : Epoch 1930 | loss: 0.0311097 | val_loss: 0.0311673 | Time: 1358.86 ms
[2021-07-05 17:42:14 main:574] : INFO : Epoch 1931 | loss: 0.0311076 | val_loss: 0.0311644 | Time: 1371.81 ms
[2021-07-05 17:42:16 main:574] : INFO : Epoch 1932 | loss: 0.0311106 | val_loss: 0.0311591 | Time: 1344.13 ms
[2021-07-05 17:42:17 main:574] : INFO : Epoch 1933 | loss: 0.0311068 | val_loss: 0.0311671 | Time: 1352.77 ms
[2021-07-05 17:42:18 main:574] : INFO : Epoch 1934 | loss: 0.0311085 | val_loss: 0.0311671 | Time: 1395.89 ms
[2021-07-05 17:42:20 main:574] : INFO : Epoch 1935 | loss: 0.031106 | val_loss: 0.0311658 | Time: 1338.12 ms
[2021-07-05 17:42:21 main:574] : INFO : Epoch 1936 | loss: 0.0311123 | val_loss: 0.031157 | Time: 1389.6 ms
[2021-07-05 17:42:22 main:574] : INFO : Epoch 1937 | loss: 0.0311095 | val_loss: 0.0311661 | Time: 1374.97 ms
[2021-07-05 17:42:24 main:574] : INFO : Epoch 1938 | loss: 0.031105 | val_loss: 0.031172 | Time: 1374.42 ms
[2021-07-05 17:42:25 main:574] : INFO : Epoch 1939 | loss: 0.0311048 | val_loss: 0.0311688 | Time: 1397.01 ms
[2021-07-05 17:42:27 main:574] : INFO : Epoch 1940 | loss: 0.0311029 | val_loss: 0.0311631 | Time: 1390.74 ms
[2021-07-05 17:42:28 main:574] : INFO : Epoch 1941 | loss: 0.0311068 | val_loss: 0.0311579 | Time: 1403.61 ms
[2021-07-05 17:42:29 main:574] : INFO : Epoch 1942 | loss: 0.0311056 | val_loss: 0.0311624 | Time: 1373.08 ms
[2021-07-05 17:42:31 main:574] : INFO : Epoch 1943 | loss: 0.0311036 | val_loss: 0.0311653 | Time: 1332.2 ms
[2021-07-05 17:42:32 main:574] : INFO : Epoch 1944 | loss: 0.0311081 | val_loss: 0.0311721 | Time: 1410.89 ms
[2021-07-05 17:42:34 main:574] : INFO : Epoch 1945 | loss: 0.0311068 | val_loss: 0.0311619 | Time: 1387.93 ms
[2021-07-05 17:42:35 main:574] : INFO : Epoch 1946 | loss: 0.0311111 | val_loss: 0.0311535 | Time: 1376.41 ms
[2021-07-05 17:42:36 main:574] : INFO : Epoch 1947 | loss: 0.0311123 | val_loss: 0.0311664 | Time: 1340.38 ms
[2021-07-05 17:42:38 main:574] : INFO : Epoch 1948 | loss: 0.0311116 | val_loss: 0.0311669 | Time: 1337.6 ms
[2021-07-05 17:42:39 main:574] : INFO : Epoch 1949 | loss: 0.0311077 | val_loss: 0.0311595 | Time: 1404.31 ms
[2021-07-05 17:42:40 main:574] : INFO : Epoch 1950 | loss: 0.0311102 | val_loss: 0.0311625 | Time: 1339.65 ms
[2021-07-05 17:42:42 main:574] : INFO : Epoch 1951 | loss: 0.0311098 | val_loss: 0.0311753 | Time: 1357.29 ms
[2021-07-05 17:42:43 main:574] : INFO : Epoch 1952 | loss: 0.0311141 | val_loss: 0.0311603 | Time: 1376.68 ms
[2021-07-05 17:42:44 main:574] : INFO : Epoch 1953 | loss: 0.0403636 | val_loss: 0.0347238 | Time: 1389.79 ms
[2021-07-05 17:42:46 main:574] : INFO : Epoch 1954 | loss: 0.0390997 | val_loss: 0.0319551 | Time: 1403.56 ms
[2021-07-05 17:42:47 main:574] : INFO : Epoch 1955 | loss: 0.0320403 | val_loss: 0.0315088 | Time: 1350.31 ms
[2021-07-05 17:42:49 main:574] : INFO : Epoch 1956 | loss: 0.0313562 | val_loss: 0.0313209 | Time: 1334.77 ms
[2021-07-05 17:42:50 main:574] : INFO : Epoch 1957 | loss: 0.0312707 | val_loss: 0.0312546 | Time: 1372.04 ms
[2021-07-05 17:42:51 main:574] : INFO : Epoch 1958 | loss: 0.031254 | val_loss: 0.0312518 | Time: 1354.69 ms
[2021-07-05 17:42:53 main:574] : INFO : Epoch 1959 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1358.49 ms
[2021-07-05 17:42:54 main:574] : INFO : Epoch 1960 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1375.32 ms
[2021-07-05 17:42:55 main:574] : INFO : Epoch 1961 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1385.24 ms
[2021-07-05 17:42:57 main:574] : INFO : Epoch 1962 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1319.03 ms
[2021-07-05 17:42:58 main:574] : INFO : Epoch 1963 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1338.67 ms
[2021-07-05 17:42:59 main:574] : INFO : Epoch 1964 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1290.44 ms
[2021-07-05 17:43:01 main:574] : INFO : Epoch 1965 | loss: 0.03125 | val_loss: 0.03125 | Time: 1344.83 ms
[2021-07-05 17:43:02 main:574] : INFO : Epoch 1966 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1387.25 ms
[2021-07-05 17:43:04 main:574] : INFO : Epoch 1967 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1344.39 ms
[2021-07-05 17:43:05 main:574] : INFO : Epoch 1968 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1327.36 ms
[2021-07-05 17:43:06 main:574] : INFO : Epoch 1969 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1388.67 ms
[2021-07-05 17:43:08 main:574] : INFO : Epoch 1970 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1329.58 ms
[2021-07-05 17:43:09 main:574] : INFO : Epoch 1971 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1364.15 ms
[2021-07-05 17:43:10 main:574] : INFO : Epoch 1972 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1348.29 ms
[2021-07-05 17:43:12 main:574] : INFO : Epoch 1973 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1381.85 ms
[2021-07-05 17:43:13 main:574] : INFO : Epoch 1974 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1382.61 ms
[2021-07-05 17:43:14 main:574] : INFO : Epoch 1975 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1371.84 ms
[2021-07-05 17:43:16 main:574] : INFO : Epoch 1976 | loss: 0.031249 | val_loss: 0.0312494 | Time: 1317.72 ms
[2021-07-05 17:43:17 main:574] : INFO : Epoch 1977 | loss: 0.031249 | val_loss: 0.031249 | Time: 1385.51 ms
[2021-07-05 17:43:19 main:574] : INFO : Epoch 1978 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1353.75 ms
[2021-07-05 17:43:20 main:574] : INFO : Epoch 1979 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 1307.19 ms
[2021-07-05 17:43:21 main:574] : INFO : Epoch 1980 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 1346.17 ms
[2021-07-05 17:43:23 main:574] : INFO : Epoch 1981 | loss: 0.0312484 | val_loss: 0.0312485 | Time: 1357.62 ms
[2021-07-05 17:43:24 main:574] : INFO : Epoch 1982 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 1362.7 ms
[2021-07-05 17:43:25 main:574] : INFO : Epoch 1983 | loss: 0.0312479 | val_loss: 0.0312485 | Time: 1360.89 ms
[2021-07-05 17:43:27 main:574] : INFO : Epoch 1984 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 1344.92 ms
[2021-07-05 17:43:28 main:574] : INFO : Epoch 1985 | loss: 0.0312478 | val_loss: 0.0312488 | Time: 1345.39 ms
[2021-07-05 17:43:29 main:574] : INFO : Epoch 1986 | loss: 0.0312481 | val_loss: 0.0312482 | Time: 1343.39 ms
[2021-07-05 17:43:31 main:574] : INFO : Epoch 1987 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 1346.36 ms
[2021-07-05 17:43:32 main:574] : INFO : Epoch 1988 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 1347.49 ms
[2021-07-05 17:43:33 main:574] : INFO : Epoch 1989 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 1359.87 ms
[2021-07-05 17:43:35 main:574] : INFO : Epoch 1990 | loss: 0.0312468 | val_loss: 0.031247 | Time: 1419.02 ms
[2021-07-05 17:43:36 main:574] : INFO : Epoch 1991 | loss: 0.0312467 | val_loss: 0.0312479 | Time: 1319.87 ms
[2021-07-05 17:43:37 main:574] : INFO : Epoch 1992 | loss: 0.0312468 | val_loss: 0.0312471 | Time: 1343.55 ms
[2021-07-05 17:43:39 main:574] : INFO : Epoch 1993 | loss: 0.0312471 | val_loss: 0.031247 | Time: 1323.95 ms
[2021-07-05 17:43:40 main:574] : INFO : Epoch 1994 | loss: 0.0312462 | val_loss: 0.0312464 | Time: 1365.41 ms
[2021-07-05 17:43:42 main:574] : INFO : Epoch 1995 | loss: 0.0312462 | val_loss: 0.0312459 | Time: 1346.5 ms
[2021-07-05 17:43:43 main:574] : INFO : Epoch 1996 | loss: 0.0312461 | val_loss: 0.0312458 | Time: 1393.84 ms
[2021-07-05 17:43:44 main:574] : INFO : Epoch 1997 | loss: 0.0312467 | val_loss: 0.0312475 | Time: 1387.44 ms
[2021-07-05 17:43:46 main:574] : INFO : Epoch 1998 | loss: 0.0312457 | val_loss: 0.0312453 | Time: 1410.11 ms
[2021-07-05 17:43:47 main:574] : INFO : Epoch 1999 | loss: 0.0312452 | val_loss: 0.0312453 | Time: 1330.14 ms
[2021-07-05 17:43:48 main:574] : INFO : Epoch 2000 | loss: 0.0312454 | val_loss: 0.0312458 | Time: 1340.73 ms
[2021-07-05 17:43:50 main:574] : INFO : Epoch 2001 | loss: 0.0312447 | val_loss: 0.0312455 | Time: 1390.54 ms
[2021-07-05 17:43:51 main:574] : INFO : Epoch 2002 | loss: 0.0312442 | val_loss: 0.0312445 | Time: 1387.67 ms
[2021-07-05 17:43:53 main:574] : INFO : Epoch 2003 | loss: 0.031244 | val_loss: 0.031244 | Time: 1361.16 ms
[2021-07-05 17:43:54 main:574] : INFO : Epoch 2004 | loss: 0.0312443 | val_loss: 0.0312435 | Time: 1371.5 ms
[2021-07-05 17:43:55 main:574] : INFO : Epoch 2005 | loss: 0.0312437 | val_loss: 0.031244 | Time: 1337.29 ms
[2021-07-05 17:43:57 main:574] : INFO : Epoch 2006 | loss: 0.0312433 | val_loss: 0.0312431 | Time: 1339.94 ms
[2021-07-05 17:43:58 main:574] : INFO : Epoch 2007 | loss: 0.0312426 | val_loss: 0.0312425 | Time: 1350.41 ms
[2021-07-05 17:43:59 main:574] : INFO : Epoch 2008 | loss: 0.031242 | val_loss: 0.0312421 | Time: 1334.86 ms
[2021-07-05 17:44:01 main:574] : INFO : Epoch 2009 | loss: 0.0312423 | val_loss: 0.0312466 | Time: 1360.44 ms
[2021-07-05 17:44:02 main:574] : INFO : Epoch 2010 | loss: 0.0312423 | val_loss: 0.0312412 | Time: 1343.42 ms
[2021-07-05 17:44:03 main:574] : INFO : Epoch 2011 | loss: 0.0312416 | val_loss: 0.0312406 | Time: 1336.91 ms
[2021-07-05 17:44:05 main:574] : INFO : Epoch 2012 | loss: 0.0312437 | val_loss: 0.0312439 | Time: 1368.46 ms
[2021-07-05 17:44:06 main:574] : INFO : Epoch 2013 | loss: 0.0312454 | val_loss: 0.0312425 | Time: 1339.57 ms
[2021-07-05 17:44:07 main:574] : INFO : Epoch 2014 | loss: 0.0312397 | val_loss: 0.0312391 | Time: 1352.36 ms
[2021-07-05 17:44:09 main:574] : INFO : Epoch 2015 | loss: 0.0312384 | val_loss: 0.0312389 | Time: 1346.02 ms
[2021-07-05 17:44:10 main:574] : INFO : Epoch 2016 | loss: 0.0312382 | val_loss: 0.0312372 | Time: 1403.92 ms
[2021-07-05 17:44:12 main:574] : INFO : Epoch 2017 | loss: 0.0312382 | val_loss: 0.0312411 | Time: 1346.62 ms
[2021-07-05 17:44:13 main:574] : INFO : Epoch 2018 | loss: 0.031239 | val_loss: 0.0312372 | Time: 1348.26 ms
[2021-07-05 17:44:14 main:574] : INFO : Epoch 2019 | loss: 0.031235 | val_loss: 0.0312343 | Time: 1370.28 ms
[2021-07-05 17:44:16 main:574] : INFO : Epoch 2020 | loss: 0.0312342 | val_loss: 0.0312333 | Time: 1370.56 ms
[2021-07-05 17:44:17 main:574] : INFO : Epoch 2021 | loss: 0.0312338 | val_loss: 0.0312398 | Time: 1315.59 ms
[2021-07-05 17:44:18 main:574] : INFO : Epoch 2022 | loss: 0.0312384 | val_loss: 0.0312367 | Time: 1332.1 ms
[2021-07-05 17:44:20 main:574] : INFO : Epoch 2023 | loss: 0.0312401 | val_loss: 0.0312315 | Time: 1346.25 ms
[2021-07-05 17:44:21 main:574] : INFO : Epoch 2024 | loss: 0.0312306 | val_loss: 0.0312298 | Time: 1371.61 ms
[2021-07-05 17:44:22 main:574] : INFO : Epoch 2025 | loss: 0.0312295 | val_loss: 0.0312285 | Time: 1350.06 ms
[2021-07-05 17:44:24 main:574] : INFO : Epoch 2026 | loss: 0.0312284 | val_loss: 0.0312308 | Time: 1342.8 ms
[2021-07-05 17:44:25 main:574] : INFO : Epoch 2027 | loss: 0.0312312 | val_loss: 0.031227 | Time: 1344.12 ms
[2021-07-05 17:44:26 main:574] : INFO : Epoch 2028 | loss: 0.0312302 | val_loss: 0.0312281 | Time: 1374.56 ms
[2021-07-05 17:44:28 main:574] : INFO : Epoch 2029 | loss: 0.0312291 | val_loss: 0.0312247 | Time: 1333.09 ms
[2021-07-05 17:44:29 main:574] : INFO : Epoch 2030 | loss: 0.0312257 | val_loss: 0.0312257 | Time: 1362.22 ms
[2021-07-05 17:44:31 main:574] : INFO : Epoch 2031 | loss: 0.0312275 | val_loss: 0.0312212 | Time: 1338.37 ms
[2021-07-05 17:44:32 main:574] : INFO : Epoch 2032 | loss: 0.0312233 | val_loss: 0.0312244 | Time: 1376.01 ms
[2021-07-05 17:44:33 main:574] : INFO : Epoch 2033 | loss: 0.0312247 | val_loss: 0.0312253 | Time: 1330.19 ms
[2021-07-05 17:44:35 main:574] : INFO : Epoch 2034 | loss: 0.0312353 | val_loss: 0.0312235 | Time: 1351.61 ms
[2021-07-05 17:44:36 main:574] : INFO : Epoch 2035 | loss: 0.0312185 | val_loss: 0.0312201 | Time: 1336.8 ms
[2021-07-05 17:44:37 main:574] : INFO : Epoch 2036 | loss: 0.0312174 | val_loss: 0.0312156 | Time: 1326.71 ms
[2021-07-05 17:44:39 main:574] : INFO : Epoch 2037 | loss: 0.0312185 | val_loss: 0.0312223 | Time: 1355.02 ms
[2021-07-05 17:44:40 main:574] : INFO : Epoch 2038 | loss: 0.0312222 | val_loss: 0.031212 | Time: 1334.46 ms
[2021-07-05 17:44:41 main:574] : INFO : Epoch 2039 | loss: 0.0312141 | val_loss: 0.0312113 | Time: 1370.96 ms
[2021-07-05 17:44:43 main:574] : INFO : Epoch 2040 | loss: 0.0312121 | val_loss: 0.0312222 | Time: 1379.48 ms
[2021-07-05 17:44:44 main:574] : INFO : Epoch 2041 | loss: 0.0312125 | val_loss: 0.0312081 | Time: 1376.26 ms
[2021-07-05 17:44:45 main:574] : INFO : Epoch 2042 | loss: 0.0312107 | val_loss: 0.0312188 | Time: 1347.12 ms
[2021-07-05 17:44:47 main:574] : INFO : Epoch 2043 | loss: 0.0312127 | val_loss: 0.0312256 | Time: 1320.11 ms
[2021-07-05 17:44:48 main:574] : INFO : Epoch 2044 | loss: 0.0312133 | val_loss: 0.031206 | Time: 1361.9 ms
[2021-07-05 17:44:49 main:574] : INFO : Epoch 2045 | loss: 0.0312188 | val_loss: 0.031206 | Time: 1367.14 ms
[2021-07-05 17:44:51 main:574] : INFO : Epoch 2046 | loss: 0.0312051 | val_loss: 0.0312006 | Time: 1346.41 ms
[2021-07-05 17:44:52 main:574] : INFO : Epoch 2047 | loss: 0.0312132 | val_loss: 0.031215 | Time: 1340.41 ms
[2021-07-05 17:44:54 main:574] : INFO : Epoch 2048 | loss: 0.0312034 | val_loss: 0.0311965 | Time: 1380.53 ms
[2021-07-05 17:44:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311965
[2021-07-05 17:44:54 main:603] : INFO : Saving end state to config to file
[2021-07-05 17:44:54 main:608] : INFO : Success, exiting..
17:44:54 (22264): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)