Task 14622464
| Name | ParityModified-1647043716-6703-3-0_1 |
| Workunit | 11215090 |
| Created | 16 Apr 2022, 20:08:24 UTC |
| Sent | 16 Apr 2022, 20:08:33 UTC |
| Report deadline | 24 Apr 2022, 20:08:33 UTC |
| Received | 23 Apr 2022, 9:33:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7122 |
| Run time | 48 min 30 sec |
| CPU time | 47 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,381.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311561 | val_loss: 0.0311736 | Time: 1406.33 ms
[2022-04-23 19:21:32 main:574] : INFO : Epoch 1543 | loss: 0.031154 | val_loss: 0.0311659 | Time: 1450.78 ms
[2022-04-23 19:21:34 main:574] : INFO : Epoch 1544 | loss: 0.0311552 | val_loss: 0.0311677 | Time: 1433.79 ms
[2022-04-23 19:21:35 main:574] : INFO : Epoch 1545 | loss: 0.0311569 | val_loss: 0.0311662 | Time: 1393.51 ms
[2022-04-23 19:21:36 main:574] : INFO : Epoch 1546 | loss: 0.031155 | val_loss: 0.0311675 | Time: 1416.54 ms
[2022-04-23 19:21:38 main:574] : INFO : Epoch 1547 | loss: 0.0311539 | val_loss: 0.0311667 | Time: 1411.86 ms
[2022-04-23 19:21:39 main:574] : INFO : Epoch 1548 | loss: 0.0311537 | val_loss: 0.0311662 | Time: 1430.93 ms
[2022-04-23 19:21:41 main:574] : INFO : Epoch 1549 | loss: 0.0311531 | val_loss: 0.0311661 | Time: 1435.72 ms
[2022-04-23 19:21:42 main:574] : INFO : Epoch 1550 | loss: 0.031152 | val_loss: 0.0311679 | Time: 1394.45 ms
[2022-04-23 19:21:43 main:574] : INFO : Epoch 1551 | loss: 0.0311524 | val_loss: 0.0311695 | Time: 1395.37 ms
[2022-04-23 19:21:45 main:574] : INFO : Epoch 1552 | loss: 0.0311529 | val_loss: 0.031166 | Time: 1400.7 ms
[2022-04-23 19:21:46 main:574] : INFO : Epoch 1553 | loss: 0.0311532 | val_loss: 0.0311654 | Time: 1394.3 ms
[2022-04-23 19:21:48 main:574] : INFO : Epoch 1554 | loss: 0.0311534 | val_loss: 0.0311666 | Time: 1413.07 ms
[2022-04-23 19:21:49 main:574] : INFO : Epoch 1555 | loss: 0.0311513 | val_loss: 0.0311689 | Time: 1406.51 ms
[2022-04-23 19:21:51 main:574] : INFO : Epoch 1556 | loss: 0.0311547 | val_loss: 0.0311674 | Time: 1418.59 ms
[2022-04-23 19:21:52 main:574] : INFO : Epoch 1557 | loss: 0.0311536 | val_loss: 0.0311665 | Time: 1406.66 ms
[2022-04-23 19:21:53 main:574] : INFO : Epoch 1558 | loss: 0.0311525 | val_loss: 0.0311676 | Time: 1402.44 ms
[2022-04-23 19:21:55 main:574] : INFO : Epoch 1559 | loss: 0.0311521 | val_loss: 0.0311647 | Time: 1414.11 ms
[2022-04-23 19:21:56 main:574] : INFO : Epoch 1560 | loss: 0.0311528 | val_loss: 0.0311679 | Time: 1424.16 ms
[2022-04-23 19:21:58 main:574] : INFO : Epoch 1561 | loss: 0.0311528 | val_loss: 0.0311646 | Time: 1389.1 ms
[2022-04-23 19:21:59 main:574] : INFO : Epoch 1562 | loss: 0.0311517 | val_loss: 0.0311655 | Time: 1379.73 ms
[2022-04-23 19:22:01 main:574] : INFO : Epoch 1563 | loss: 0.0311534 | val_loss: 0.031168 | Time: 1390.15 ms
[2022-04-23 19:22:02 main:574] : INFO : Epoch 1564 | loss: 0.0311537 | val_loss: 0.0311658 | Time: 1391.94 ms
[2022-04-23 19:22:03 main:574] : INFO : Epoch 1565 | loss: 0.031155 | val_loss: 0.0311662 | Time: 1415.67 ms
[2022-04-23 19:22:05 main:574] : INFO : Epoch 1566 | loss: 0.0311553 | val_loss: 0.0311663 | Time: 1383.08 ms
[2022-04-23 19:22:06 main:574] : INFO : Epoch 1567 | loss: 0.0311566 | val_loss: 0.0311686 | Time: 1380.29 ms
[2022-04-23 19:22:08 main:574] : INFO : Epoch 1568 | loss: 0.0311577 | val_loss: 0.031182 | Time: 1405.56 ms
[2022-04-23 19:22:09 main:574] : INFO : Epoch 1569 | loss: 0.0312099 | val_loss: 0.0312264 | Time: 1427.3 ms
[2022-04-23 19:22:10 main:574] : INFO : Epoch 1570 | loss: 0.0311947 | val_loss: 0.0311802 | Time: 1404.96 ms
[2022-04-23 19:22:12 main:574] : INFO : Epoch 1571 | loss: 0.0311807 | val_loss: 0.0311755 | Time: 1417.75 ms
[2022-04-23 19:22:13 main:574] : INFO : Epoch 1572 | loss: 0.031179 | val_loss: 0.0311747 | Time: 1443.52 ms
[2022-04-23 19:22:15 main:574] : INFO : Epoch 1573 | loss: 0.0311714 | val_loss: 0.031174 | Time: 1407.02 ms
[2022-04-23 19:22:16 main:574] : INFO : Epoch 1574 | loss: 0.0311698 | val_loss: 0.0311712 | Time: 1418.54 ms
[2022-04-23 19:22:18 main:574] : INFO : Epoch 1575 | loss: 0.031168 | val_loss: 0.0311722 | Time: 1386.93 ms
[2022-04-23 19:22:19 main:574] : INFO : Epoch 1576 | loss: 0.0311693 | val_loss: 0.0311695 | Time: 1403.56 ms
[2022-04-23 19:22:20 main:574] : INFO : Epoch 1577 | loss: 0.0311677 | val_loss: 0.0311718 | Time: 1396.65 ms
[2022-04-23 19:22:22 main:574] : INFO : Epoch 1578 | loss: 0.0311666 | val_loss: 0.0311684 | Time: 1433.6 ms
[2022-04-23 19:22:23 main:574] : INFO : Epoch 1579 | loss: 0.0311661 | val_loss: 0.0311711 | Time: 1424.21 ms
[2022-04-23 19:22:25 main:574] : INFO : Epoch 1580 | loss: 0.0311665 | val_loss: 0.0311685 | Time: 1391.99 ms
[2022-04-23 19:22:26 main:574] : INFO : Epoch 1581 | loss: 0.0311661 | val_loss: 0.03117 | Time: 1424.22 ms
[2022-04-23 19:22:27 main:574] : INFO : Epoch 1582 | loss: 0.031167 | val_loss: 0.0311697 | Time: 1382.48 ms
[2022-04-23 19:22:29 main:574] : INFO : Epoch 1583 | loss: 0.0311668 | val_loss: 0.0311697 | Time: 1431.49 ms
[2022-04-23 19:22:30 main:574] : INFO : Epoch 1584 | loss: 0.0311667 | val_loss: 0.0311688 | Time: 1407.11 ms
[2022-04-23 19:22:32 main:574] : INFO : Epoch 1585 | loss: 0.0311656 | val_loss: 0.0311685 | Time: 1420.41 ms
[2022-04-23 19:22:33 main:574] : INFO : Epoch 1586 | loss: 0.0311659 | val_loss: 0.0311687 | Time: 1377.68 ms
[2022-04-23 19:22:35 main:574] : INFO : Epoch 1587 | loss: 0.0311646 | val_loss: 0.0311699 | Time: 1397.61 ms
[2022-04-23 19:22:36 main:574] : INFO : Epoch 1588 | loss: 0.0311648 | val_loss: 0.0311699 | Time: 1416.65 ms
[2022-04-23 19:22:37 main:574] : INFO : Epoch 1589 | loss: 0.0311646 | val_loss: 0.0311668 | Time: 1401.46 ms
[2022-04-23 19:22:39 main:574] : INFO : Epoch 1590 | loss: 0.0311677 | val_loss: 0.0311733 | Time: 1463.85 ms
[2022-04-23 19:22:40 main:574] : INFO : Epoch 1591 | loss: 0.0311693 | val_loss: 0.031167 | Time: 1436.3 ms
[2022-04-23 19:22:42 main:574] : INFO : Epoch 1592 | loss: 0.0311681 | val_loss: 0.0311675 | Time: 1389.21 ms
[2022-04-23 19:22:43 main:574] : INFO : Epoch 1593 | loss: 0.0311656 | val_loss: 0.0311724 | Time: 1407.6 ms
[2022-04-23 19:22:45 main:574] : INFO : Epoch 1594 | loss: 0.0311641 | val_loss: 0.0311679 | Time: 1419.29 ms
[2022-04-23 19:22:46 main:574] : INFO : Epoch 1595 | loss: 0.0311627 | val_loss: 0.0311672 | Time: 1391.38 ms
[2022-04-23 19:22:47 main:574] : INFO : Epoch 1596 | loss: 0.0311628 | val_loss: 0.0311689 | Time: 1377.61 ms
[2022-04-23 19:22:49 main:574] : INFO : Epoch 1597 | loss: 0.031164 | val_loss: 0.0311702 | Time: 1399.83 ms
[2022-04-23 19:22:50 main:574] : INFO : Epoch 1598 | loss: 0.0311659 | val_loss: 0.0311703 | Time: 1387.11 ms
[2022-04-23 19:22:52 main:574] : INFO : Epoch 1599 | loss: 0.0311633 | val_loss: 0.0311672 | Time: 1405.56 ms
[2022-04-23 19:22:53 main:574] : INFO : Epoch 1600 | loss: 0.0311646 | val_loss: 0.0311674 | Time: 1414.82 ms
[2022-04-23 19:22:54 main:574] : INFO : Epoch 1601 | loss: 0.0311636 | val_loss: 0.0311679 | Time: 1423.42 ms
[2022-04-23 19:22:56 main:574] : INFO : Epoch 1602 | loss: 0.0311633 | val_loss: 0.0311691 | Time: 1446.2 ms
[2022-04-23 19:22:57 main:574] : INFO : Epoch 1603 | loss: 0.031163 | val_loss: 0.0311679 | Time: 1376.89 ms
[2022-04-23 19:22:59 main:574] : INFO : Epoch 1604 | loss: 0.0311625 | val_loss: 0.0311677 | Time: 1385.88 ms
[2022-04-23 19:23:00 main:574] : INFO : Epoch 1605 | loss: 0.0311616 | val_loss: 0.0311674 | Time: 1373.35 ms
[2022-04-23 19:23:01 main:574] : INFO : Epoch 1606 | loss: 0.0311612 | val_loss: 0.0311682 | Time: 1394.36 ms
[2022-04-23 19:23:03 main:574] : INFO : Epoch 1607 | loss: 0.0311609 | val_loss: 0.0311683 | Time: 1385.3 ms
[2022-04-23 19:23:04 main:574] : INFO : Epoch 1608 | loss: 0.0311619 | val_loss: 0.0311675 | Time: 1409.44 ms
[2022-04-23 19:23:06 main:574] : INFO : Epoch 1609 | loss: 0.0311616 | val_loss: 0.031168 | Time: 1410.46 ms
[2022-04-23 19:23:07 main:574] : INFO : Epoch 1610 | loss: 0.0311622 | val_loss: 0.0311689 | Time: 1412.97 ms
[2022-04-23 19:23:09 main:574] : INFO : Epoch 1611 | loss: 0.0311639 | val_loss: 0.0311691 | Time: 1432.42 ms
[2022-04-23 19:23:10 main:574] : INFO : Epoch 1612 | loss: 0.0311664 | val_loss: 0.0311659 | Time: 1389.37 ms
[2022-04-23 19:23:11 main:574] : INFO : Epoch 1613 | loss: 0.0311625 | val_loss: 0.0311694 | Time: 1367.94 ms
[2022-04-23 19:23:13 main:574] : INFO : Epoch 1614 | loss: 0.0311642 | val_loss: 0.0311665 | Time: 1404.91 ms
[2022-04-23 19:23:14 main:574] : INFO : Epoch 1615 | loss: 0.0311612 | val_loss: 0.0311659 | Time: 1401.08 ms
[2022-04-23 19:23:16 main:574] : INFO : Epoch 1616 | loss: 0.0311633 | val_loss: 0.0311739 | Time: 1382.47 ms
[2022-04-23 19:23:17 main:574] : INFO : Epoch 1617 | loss: 0.0311655 | val_loss: 0.0311742 | Time: 1376.39 ms
[2022-04-23 19:23:18 main:574] : INFO : Epoch 1618 | loss: 0.0311676 | val_loss: 0.0311692 | Time: 1396.94 ms
[2022-04-23 19:23:20 main:574] : INFO : Epoch 1619 | loss: 0.0311661 | val_loss: 0.0311709 | Time: 1411.24 ms
[2022-04-23 19:23:21 main:574] : INFO : Epoch 1620 | loss: 0.0311661 | val_loss: 0.0311685 | Time: 1375.41 ms
[2022-04-23 19:23:23 main:574] : INFO : Epoch 1621 | loss: 0.0311657 | val_loss: 0.0311703 | Time: 1384.06 ms
[2022-04-23 19:23:24 main:574] : INFO : Epoch 1622 | loss: 0.0311663 | val_loss: 0.0311694 | Time: 1389.6 ms
[2022-04-23 19:23:25 main:574] : INFO : Epoch 1623 | loss: 0.0311695 | val_loss: 0.0311702 | Time: 1404.81 ms
[2022-04-23 19:23:27 main:574] : INFO : Epoch 1624 | loss: 0.0311694 | val_loss: 0.0311708 | Time: 1382.42 ms
[2022-04-23 19:23:28 main:574] : INFO : Epoch 1625 | loss: 0.0311652 | val_loss: 0.0311684 | Time: 1419.74 ms
[2022-04-23 19:23:30 main:574] : INFO : Epoch 1626 | loss: 0.0311635 | val_loss: 0.0311673 | Time: 1399.85 ms
[2022-04-23 19:23:31 main:574] : INFO : Epoch 1627 | loss: 0.0311651 | val_loss: 0.0311688 | Time: 1405.6 ms
[2022-04-23 19:23:32 main:574] : INFO : Epoch 1628 | loss: 0.0311644 | val_loss: 0.0311679 | Time: 1421.72 ms
[2022-04-23 19:23:34 main:574] : INFO : Epoch 1629 | loss: 0.0311646 | val_loss: 0.0311696 | Time: 1384.52 ms
[2022-04-23 19:23:35 main:574] : INFO : Epoch 1630 | loss: 0.031163 | val_loss: 0.0311687 | Time: 1397.96 ms
[2022-04-23 19:23:37 main:574] : INFO : Epoch 1631 | loss: 0.0311628 | val_loss: 0.0311693 | Time: 1410.55 ms
[2022-04-23 19:23:38 main:574] : INFO : Epoch 1632 | loss: 0.0311625 | val_loss: 0.0311696 | Time: 1441.5 ms
[2022-04-23 19:23:40 main:574] : INFO : Epoch 1633 | loss: 0.0311665 | val_loss: 0.0311662 | Time: 1437.1 ms
[2022-04-23 19:23:41 main:574] : INFO : Epoch 1634 | loss: 0.0311668 | val_loss: 0.0311696 | Time: 1379.07 ms
[2022-04-23 19:23:42 main:574] : INFO : Epoch 1635 | loss: 0.0311654 | val_loss: 0.0311691 | Time: 1433.63 ms
[2022-04-23 19:23:44 main:574] : INFO : Epoch 1636 | loss: 0.0311663 | val_loss: 0.0311669 | Time: 1429.24 ms
[2022-04-23 19:23:45 main:574] : INFO : Epoch 1637 | loss: 0.0311649 | val_loss: 0.031167 | Time: 1429.54 ms
[2022-04-23 19:23:47 main:574] : INFO : Epoch 1638 | loss: 0.0311643 | val_loss: 0.0311689 | Time: 1385.86 ms
[2022-04-23 19:23:48 main:574] : INFO : Epoch 1639 | loss: 0.0311654 | val_loss: 0.0311666 | Time: 1415.83 ms
[2022-04-23 19:23:50 main:574] : INFO : Epoch 1640 | loss: 0.0311643 | val_loss: 0.0311706 | Time: 1411.93 ms
[2022-04-23 19:23:51 main:574] : INFO : Epoch 1641 | loss: 0.0311672 | val_loss: 0.0311722 | Time: 1376.51 ms
[2022-04-23 19:23:52 main:574] : INFO : Epoch 1642 | loss: 0.0311661 | val_loss: 0.0311657 | Time: 1401.62 ms
[2022-04-23 19:23:54 main:574] : INFO : Epoch 1643 | loss: 0.0311623 | val_loss: 0.0311653 | Time: 1407.55 ms
[2022-04-23 19:23:55 main:574] : INFO : Epoch 1644 | loss: 0.031162 | val_loss: 0.0311658 | Time: 1377.37 ms
[2022-04-23 19:23:57 main:574] : INFO : Epoch 1645 | loss: 0.0311619 | val_loss: 0.0311661 | Time: 1423.73 ms
[2022-04-23 19:23:58 main:574] : INFO : Epoch 1646 | loss: 0.0311619 | val_loss: 0.0311653 | Time: 1413.48 ms
[2022-04-23 19:23:59 main:574] : INFO : Epoch 1647 | loss: 0.0311632 | val_loss: 0.0311657 | Time: 1383.24 ms
[2022-04-23 19:24:01 main:574] : INFO : Epoch 1648 | loss: 0.0311631 | val_loss: 0.0311651 | Time: 1402.94 ms
[2022-04-23 19:24:02 main:574] : INFO : Epoch 1649 | loss: 0.0311632 | val_loss: 0.0311653 | Time: 1402.15 ms
[2022-04-23 19:24:04 main:574] : INFO : Epoch 1650 | loss: 0.0311626 | val_loss: 0.0311665 | Time: 1389 ms
[2022-04-23 19:24:05 main:574] : INFO : Epoch 1651 | loss: 0.0311629 | val_loss: 0.0311653 | Time: 1419.59 ms
[2022-04-23 19:24:07 main:574] : INFO : Epoch 1652 | loss: 0.0311615 | val_loss: 0.0311647 | Time: 1424.58 ms
[2022-04-23 19:24:08 main:574] : INFO : Epoch 1653 | loss: 0.0311622 | val_loss: 0.0311669 | Time: 1423.33 ms
[2022-04-23 19:24:09 main:574] : INFO : Epoch 1654 | loss: 0.0311616 | val_loss: 0.031168 | Time: 1385.18 ms
[2022-04-23 19:24:11 main:574] : INFO : Epoch 1655 | loss: 0.0311621 | val_loss: 0.0311708 | Time: 1364.22 ms
[2022-04-23 19:24:12 main:574] : INFO : Epoch 1656 | loss: 0.0311622 | val_loss: 0.0311658 | Time: 1433.68 ms
[2022-04-23 19:24:14 main:574] : INFO : Epoch 1657 | loss: 0.0311608 | val_loss: 0.0311683 | Time: 1421.77 ms
[2022-04-23 19:24:15 main:574] : INFO : Epoch 1658 | loss: 0.0311626 | val_loss: 0.0311671 | Time: 1408.24 ms
[2022-04-23 19:24:16 main:574] : INFO : Epoch 1659 | loss: 0.0311605 | val_loss: 0.0311659 | Time: 1381.62 ms
[2022-04-23 19:24:18 main:574] : INFO : Epoch 1660 | loss: 0.0311596 | val_loss: 0.0311671 | Time: 1420.16 ms
[2022-04-23 19:24:19 main:574] : INFO : Epoch 1661 | loss: 0.0311596 | val_loss: 0.0311666 | Time: 1363.24 ms
[2022-04-23 19:24:21 main:574] : INFO : Epoch 1662 | loss: 0.0311613 | val_loss: 0.0311668 | Time: 1411.53 ms
[2022-04-23 19:24:22 main:574] : INFO : Epoch 1663 | loss: 0.031162 | val_loss: 0.0311678 | Time: 1412.5 ms
[2022-04-23 19:24:23 main:574] : INFO : Epoch 1664 | loss: 0.0311609 | val_loss: 0.0311674 | Time: 1396.57 ms
[2022-04-23 19:24:25 main:574] : INFO : Epoch 1665 | loss: 0.0311605 | val_loss: 0.0311649 | Time: 1404.95 ms
[2022-04-23 19:24:26 main:574] : INFO : Epoch 1666 | loss: 0.031159 | val_loss: 0.0311665 | Time: 1407.72 ms
[2022-04-23 19:24:28 main:574] : INFO : Epoch 1667 | loss: 0.0311598 | val_loss: 0.0311671 | Time: 1420.82 ms
[2022-04-23 19:24:29 main:574] : INFO : Epoch 1668 | loss: 0.0311602 | val_loss: 0.0311655 | Time: 1398.26 ms
[2022-04-23 19:24:31 main:574] : INFO : Epoch 1669 | loss: 0.0311601 | val_loss: 0.0311694 | Time: 1408.43 ms
[2022-04-23 19:24:32 main:574] : INFO : Epoch 1670 | loss: 0.0311598 | val_loss: 0.0311691 | Time: 1402.64 ms
[2022-04-23 19:24:33 main:574] : INFO : Epoch 1671 | loss: 0.0311596 | val_loss: 0.0311673 | Time: 1397.67 ms
[2022-04-23 19:24:35 main:574] : INFO : Epoch 1672 | loss: 0.0311587 | val_loss: 0.0311699 | Time: 1395.26 ms
[2022-04-23 19:24:36 main:574] : INFO : Epoch 1673 | loss: 0.0311598 | val_loss: 0.0311713 | Time: 1406.21 ms
[2022-04-23 19:24:38 main:574] : INFO : Epoch 1674 | loss: 0.03116 | val_loss: 0.0311663 | Time: 1413.38 ms
[2022-04-23 19:24:39 main:574] : INFO : Epoch 1675 | loss: 0.0311603 | val_loss: 0.031167 | Time: 1444.92 ms
[2022-04-23 19:24:41 main:574] : INFO : Epoch 1676 | loss: 0.0311598 | val_loss: 0.0311654 | Time: 1426.08 ms
[2022-04-23 19:24:42 main:574] : INFO : Epoch 1677 | loss: 0.0311589 | val_loss: 0.0311662 | Time: 1401.5 ms
[2022-04-23 19:24:43 main:574] : INFO : Epoch 1678 | loss: 0.0311584 | val_loss: 0.0311656 | Time: 1439.53 ms
[2022-04-23 19:24:45 main:574] : INFO : Epoch 1679 | loss: 0.0311587 | val_loss: 0.0311674 | Time: 1433.65 ms
[2022-04-23 19:24:46 main:574] : INFO : Epoch 1680 | loss: 0.0311596 | val_loss: 0.0311667 | Time: 1377.71 ms
[2022-04-23 19:24:48 main:574] : INFO : Epoch 1681 | loss: 0.0311591 | val_loss: 0.0311672 | Time: 1384.25 ms
[2022-04-23 19:24:49 main:574] : INFO : Epoch 1682 | loss: 0.0311607 | val_loss: 0.0311657 | Time: 1399.34 ms
[2022-04-23 19:24:50 main:574] : INFO : Epoch 1683 | loss: 0.031161 | val_loss: 0.0311669 | Time: 1424.04 ms
[2022-04-23 19:24:52 main:574] : INFO : Epoch 1684 | loss: 0.0311594 | val_loss: 0.0311644 | Time: 1407.18 ms
[2022-04-23 19:24:53 main:574] : INFO : Epoch 1685 | loss: 0.0311583 | val_loss: 0.0311653 | Time: 1371.59 ms
[2022-04-23 19:24:55 main:574] : INFO : Epoch 1686 | loss: 0.0311589 | val_loss: 0.0311672 | Time: 1395.12 ms
[2022-04-23 19:24:56 main:574] : INFO : Epoch 1687 | loss: 0.0311592 | val_loss: 0.0311668 | Time: 1416.09 ms
[2022-04-23 19:24:58 main:574] : INFO : Epoch 1688 | loss: 0.0311589 | val_loss: 0.0311672 | Time: 1431.56 ms
[2022-04-23 19:24:59 main:574] : INFO : Epoch 1689 | loss: 0.0311579 | val_loss: 0.0311688 | Time: 1447.25 ms
[2022-04-23 19:25:00 main:574] : INFO : Epoch 1690 | loss: 0.0311591 | val_loss: 0.0311661 | Time: 1411.03 ms
[2022-04-23 19:25:02 main:574] : INFO : Epoch 1691 | loss: 0.0311591 | val_loss: 0.0311658 | Time: 1414.44 ms
[2022-04-23 19:25:03 main:574] : INFO : Epoch 1692 | loss: 0.0311602 | val_loss: 0.0311703 | Time: 1418.69 ms
[2022-04-23 19:25:05 main:574] : INFO : Epoch 1693 | loss: 0.0311595 | val_loss: 0.0311665 | Time: 1424.43 ms
[2022-04-23 19:25:06 main:574] : INFO : Epoch 1694 | loss: 0.0311587 | val_loss: 0.0311737 | Time: 1407.81 ms
[2022-04-23 19:25:08 main:574] : INFO : Epoch 1695 | loss: 0.0311598 | val_loss: 0.0311679 | Time: 1388.66 ms
[2022-04-23 19:25:09 main:574] : INFO : Epoch 1696 | loss: 0.0311601 | val_loss: 0.0311635 | Time: 1406.11 ms
[2022-04-23 19:25:10 main:574] : INFO : Epoch 1697 | loss: 0.031159 | val_loss: 0.0311658 | Time: 1405.72 ms
[2022-04-23 19:25:12 main:574] : INFO : Epoch 1698 | loss: 0.0311596 | val_loss: 0.0311656 | Time: 1397.97 ms
[2022-04-23 19:25:13 main:574] : INFO : Epoch 1699 | loss: 0.0311594 | val_loss: 0.031165 | Time: 1428.11 ms
[2022-04-23 19:25:15 main:574] : INFO : Epoch 1700 | loss: 0.0311582 | val_loss: 0.0311638 | Time: 1408.36 ms
[2022-04-23 19:25:16 main:574] : INFO : Epoch 1701 | loss: 0.0311603 | val_loss: 0.0311671 | Time: 1405.06 ms
[2022-04-23 19:25:18 main:574] : INFO : Epoch 1702 | loss: 0.0311618 | val_loss: 0.0311678 | Time: 1403.29 ms
[2022-04-23 19:25:19 main:574] : INFO : Epoch 1703 | loss: 0.0311591 | val_loss: 0.0311671 | Time: 1394.96 ms
[2022-04-23 19:25:20 main:574] : INFO : Epoch 1704 | loss: 0.0311598 | val_loss: 0.0311637 | Time: 1404.37 ms
[2022-04-23 19:25:22 main:574] : INFO : Epoch 1705 | loss: 0.0311598 | val_loss: 0.0311658 | Time: 1393.85 ms
[2022-04-23 19:25:23 main:574] : INFO : Epoch 1706 | loss: 0.0311584 | val_loss: 0.0311651 | Time: 1386.7 ms
[2022-04-23 19:25:25 main:574] : INFO : Epoch 1707 | loss: 0.0311572 | val_loss: 0.0311702 | Time: 1395.63 ms
[2022-04-23 19:25:26 main:574] : INFO : Epoch 1708 | loss: 0.0311584 | val_loss: 0.0311655 | Time: 1354.43 ms
[2022-04-23 19:25:27 main:574] : INFO : Epoch 1709 | loss: 0.031157 | val_loss: 0.0311654 | Time: 1395.74 ms
[2022-04-23 19:25:29 main:574] : INFO : Epoch 1710 | loss: 0.0311568 | val_loss: 0.031166 | Time: 1414.84 ms
[2022-04-23 19:25:30 main:574] : INFO : Epoch 1711 | loss: 0.0311565 | val_loss: 0.0311655 | Time: 1396.79 ms
[2022-04-23 19:25:32 main:574] : INFO : Epoch 1712 | loss: 0.0311557 | val_loss: 0.0311663 | Time: 1378.25 ms
[2022-04-23 19:25:33 main:574] : INFO : Epoch 1713 | loss: 0.0311575 | val_loss: 0.0311654 | Time: 1410.69 ms
[2022-04-23 19:25:34 main:574] : INFO : Epoch 1714 | loss: 0.0311565 | val_loss: 0.0311645 | Time: 1420.43 ms
[2022-04-23 19:25:36 main:574] : INFO : Epoch 1715 | loss: 0.0311586 | val_loss: 0.0311674 | Time: 1397.86 ms
[2022-04-23 19:25:37 main:574] : INFO : Epoch 1716 | loss: 0.0311593 | val_loss: 0.0311644 | Time: 1412.78 ms
[2022-04-23 19:25:39 main:574] : INFO : Epoch 1717 | loss: 0.0311572 | val_loss: 0.0311675 | Time: 1420.88 ms
[2022-04-23 19:25:40 main:574] : INFO : Epoch 1718 | loss: 0.0311609 | val_loss: 0.031166 | Time: 1433.79 ms
[2022-04-23 19:25:41 main:574] : INFO : Epoch 1719 | loss: 0.0311596 | val_loss: 0.0311677 | Time: 1377.44 ms
[2022-04-23 19:25:43 main:574] : INFO : Epoch 1720 | loss: 0.0311591 | val_loss: 0.0311662 | Time: 1378.51 ms
[2022-04-23 19:25:44 main:574] : INFO : Epoch 1721 | loss: 0.0311566 | val_loss: 0.031167 | Time: 1415.41 ms
[2022-04-23 19:25:46 main:574] : INFO : Epoch 1722 | loss: 0.0311568 | val_loss: 0.0311667 | Time: 1425.87 ms
[2022-04-23 19:25:47 main:574] : INFO : Epoch 1723 | loss: 0.0311592 | val_loss: 0.0311694 | Time: 1449.76 ms
[2022-04-23 19:25:49 main:574] : INFO : Epoch 1724 | loss: 0.0311579 | val_loss: 0.0311642 | Time: 1423.23 ms
[2022-04-23 19:25:50 main:574] : INFO : Epoch 1725 | loss: 0.0311585 | val_loss: 0.0311663 | Time: 1409.35 ms
[2022-04-23 19:25:51 main:574] : INFO : Epoch 1726 | loss: 0.0311632 | val_loss: 0.0311686 | Time: 1423.88 ms
[2022-04-23 19:25:53 main:574] : INFO : Epoch 1727 | loss: 0.0311603 | val_loss: 0.0311666 | Time: 1415.84 ms
[2022-04-23 19:25:54 main:574] : INFO : Epoch 1728 | loss: 0.0311609 | val_loss: 0.0311648 | Time: 1389.11 ms
[2022-04-23 19:25:56 main:574] : INFO : Epoch 1729 | loss: 0.0311596 | val_loss: 0.031168 | Time: 1434.71 ms
[2022-04-23 19:25:57 main:574] : INFO : Epoch 1730 | loss: 0.0311589 | val_loss: 0.0311642 | Time: 1435.31 ms
[2022-04-23 19:25:59 main:574] : INFO : Epoch 1731 | loss: 0.031159 | val_loss: 0.0311637 | Time: 1414.99 ms
[2022-04-23 19:26:00 main:574] : INFO : Epoch 1732 | loss: 0.0311587 | val_loss: 0.0311679 | Time: 1410.18 ms
[2022-04-23 19:26:01 main:574] : INFO : Epoch 1733 | loss: 0.0311604 | val_loss: 0.0311675 | Time: 1427.71 ms
[2022-04-23 19:26:03 main:574] : INFO : Epoch 1734 | loss: 0.0311617 | val_loss: 0.0311767 | Time: 1407.23 ms
[2022-04-23 19:26:04 main:574] : INFO : Epoch 1735 | loss: 0.0311639 | val_loss: 0.0311664 | Time: 1417.19 ms
[2022-04-23 19:26:06 main:574] : INFO : Epoch 1736 | loss: 0.0311589 | val_loss: 0.0311656 | Time: 1397.54 ms
[2022-04-23 19:26:07 main:574] : INFO : Epoch 1737 | loss: 0.031159 | val_loss: 0.0311653 | Time: 1396.7 ms
[2022-04-23 19:26:09 main:574] : INFO : Epoch 1738 | loss: 0.031157 | val_loss: 0.0311652 | Time: 1360.44 ms
[2022-04-23 19:26:10 main:574] : INFO : Epoch 1739 | loss: 0.0311565 | val_loss: 0.0311644 | Time: 1395.32 ms
[2022-04-23 19:26:11 main:574] : INFO : Epoch 1740 | loss: 0.0311583 | val_loss: 0.0311649 | Time: 1389.02 ms
[2022-04-23 19:26:13 main:574] : INFO : Epoch 1741 | loss: 0.0311566 | val_loss: 0.0311641 | Time: 1445.98 ms
[2022-04-23 19:26:14 main:574] : INFO : Epoch 1742 | loss: 0.0311563 | val_loss: 0.0311656 | Time: 1448.25 ms
[2022-04-23 19:26:16 main:574] : INFO : Epoch 1743 | loss: 0.0311566 | val_loss: 0.0311672 | Time: 1393.02 ms
[2022-04-23 19:26:17 main:574] : INFO : Epoch 1744 | loss: 0.0311572 | val_loss: 0.0311653 | Time: 1422.02 ms
[2022-04-23 19:26:19 main:574] : INFO : Epoch 1745 | loss: 0.0311578 | val_loss: 0.0311663 | Time: 1413.46 ms
[2022-04-23 19:26:20 main:574] : INFO : Epoch 1746 | loss: 0.0311559 | val_loss: 0.031165 | Time: 1388.12 ms
[2022-04-23 19:26:21 main:574] : INFO : Epoch 1747 | loss: 0.0311572 | val_loss: 0.0311697 | Time: 1389.42 ms
[2022-04-23 19:26:23 main:574] : INFO : Epoch 1748 | loss: 0.0311567 | val_loss: 0.0311645 | Time: 1418.56 ms
[2022-04-23 19:26:24 main:574] : INFO : Epoch 1749 | loss: 0.031155 | val_loss: 0.031165 | Time: 1392.54 ms
[2022-04-23 19:26:26 main:574] : INFO : Epoch 1750 | loss: 0.0311556 | val_loss: 0.0311713 | Time: 1391.46 ms
[2022-04-23 19:26:27 main:574] : INFO : Epoch 1751 | loss: 0.0311581 | val_loss: 0.0311682 | Time: 1415.45 ms
[2022-04-23 19:26:28 main:574] : INFO : Epoch 1752 | loss: 0.0311594 | val_loss: 0.0311721 | Time: 1400.36 ms
[2022-04-23 19:26:30 main:574] : INFO : Epoch 1753 | loss: 0.031161 | val_loss: 0.0311806 | Time: 1378.63 ms
[2022-04-23 19:26:31 main:574] : INFO : Epoch 1754 | loss: 0.0311591 | val_loss: 0.0311662 | Time: 1416.69 ms
[2022-04-23 19:26:33 main:574] : INFO : Epoch 1755 | loss: 0.031158 | val_loss: 0.0311668 | Time: 1408.33 ms
[2022-04-23 19:26:34 main:574] : INFO : Epoch 1756 | loss: 0.0311573 | val_loss: 0.0311693 | Time: 1431.41 ms
[2022-04-23 19:26:35 main:574] : INFO : Epoch 1757 | loss: 0.0311591 | val_loss: 0.0311694 | Time: 1427.8 ms
[2022-04-23 19:26:37 main:574] : INFO : Epoch 1758 | loss: 0.0311568 | val_loss: 0.0311652 | Time: 1393.09 ms
[2022-04-23 19:26:38 main:574] : INFO : Epoch 1759 | loss: 0.031156 | val_loss: 0.0311694 | Time: 1422.11 ms
[2022-04-23 19:26:40 main:574] : INFO : Epoch 1760 | loss: 0.0311567 | val_loss: 0.0311671 | Time: 1444.13 ms
[2022-04-23 19:26:41 main:574] : INFO : Epoch 1761 | loss: 0.0311547 | val_loss: 0.0311686 | Time: 1444.59 ms
[2022-04-23 19:26:43 main:574] : INFO : Epoch 1762 | loss: 0.0311541 | val_loss: 0.0311668 | Time: 1417.2 ms
[2022-04-23 19:26:44 main:574] : INFO : Epoch 1763 | loss: 0.0311554 | val_loss: 0.0311669 | Time: 1421.67 ms
[2022-04-23 19:26:46 main:574] : INFO : Epoch 1764 | loss: 0.0311551 | val_loss: 0.0311699 | Time: 1420.6 ms
[2022-04-23 19:26:47 main:574] : INFO : Epoch 1765 | loss: 0.0311556 | val_loss: 0.0311676 | Time: 1404.88 ms
[2022-04-23 19:26:48 main:574] : INFO : Epoch 1766 | loss: 0.0311569 | val_loss: 0.0311685 | Time: 1403.2 ms
[2022-04-23 19:26:50 main:574] : INFO : Epoch 1767 | loss: 0.0311553 | val_loss: 0.0311708 | Time: 1410.19 ms
[2022-04-23 19:26:51 main:574] : INFO : Epoch 1768 | loss: 0.0311548 | val_loss: 0.0311659 | Time: 1409.56 ms
[2022-04-23 19:26:53 main:574] : INFO : Epoch 1769 | loss: 0.0311539 | val_loss: 0.0311692 | Time: 1404.92 ms
[2022-04-23 19:26:54 main:574] : INFO : Epoch 1770 | loss: 0.0311537 | val_loss: 0.031167 | Time: 1401.45 ms
[2022-04-23 19:26:55 main:574] : INFO : Epoch 1771 | loss: 0.0311559 | val_loss: 0.031167 | Time: 1395.37 ms
[2022-04-23 19:26:57 main:574] : INFO : Epoch 1772 | loss: 0.0311538 | val_loss: 0.0311707 | Time: 1475.57 ms
[2022-04-23 19:26:58 main:574] : INFO : Epoch 1773 | loss: 0.0311545 | val_loss: 0.031167 | Time: 1416.41 ms
[2022-04-23 19:27:00 main:574] : INFO : Epoch 1774 | loss: 0.031154 | val_loss: 0.0311713 | Time: 1378.26 ms
[2022-04-23 19:27:01 main:574] : INFO : Epoch 1775 | loss: 0.03116 | val_loss: 0.031169 | Time: 1407.52 ms
[2022-04-23 19:27:03 main:574] : INFO : Epoch 1776 | loss: 0.0311613 | val_loss: 0.0311683 | Time: 1408.29 ms
[2022-04-23 19:27:04 main:574] : INFO : Epoch 1777 | loss: 0.031158 | val_loss: 0.0311676 | Time: 1428.67 ms
[2022-04-23 19:27:05 main:574] : INFO : Epoch 1778 | loss: 0.0311587 | val_loss: 0.031168 | Time: 1428.2 ms
[2022-04-23 19:27:07 main:574] : INFO : Epoch 1779 | loss: 0.031158 | val_loss: 0.0311669 | Time: 1391.12 ms
[2022-04-23 19:27:08 main:574] : INFO : Epoch 1780 | loss: 0.0311591 | val_loss: 0.0311687 | Time: 1404.94 ms
[2022-04-23 19:27:10 main:574] : INFO : Epoch 1781 | loss: 0.031157 | val_loss: 0.0311665 | Time: 1396.77 ms
[2022-04-23 19:27:11 main:574] : INFO : Epoch 1782 | loss: 0.0311555 | val_loss: 0.0311653 | Time: 1415.36 ms
[2022-04-23 19:27:13 main:574] : INFO : Epoch 1783 | loss: 0.031155 | val_loss: 0.0311666 | Time: 1394.76 ms
[2022-04-23 19:27:14 main:574] : INFO : Epoch 1784 | loss: 0.0311583 | val_loss: 0.0311648 | Time: 1425.59 ms
[2022-04-23 19:27:15 main:574] : INFO : Epoch 1785 | loss: 0.0311589 | val_loss: 0.0311662 | Time: 1385.61 ms
[2022-04-23 19:27:17 main:574] : INFO : Epoch 1786 | loss: 0.031157 | val_loss: 0.0311698 | Time: 1442.64 ms
[2022-04-23 19:27:18 main:574] : INFO : Epoch 1787 | loss: 0.0311562 | val_loss: 0.0311671 | Time: 1380.73 ms
[2022-04-23 19:27:20 main:574] : INFO : Epoch 1788 | loss: 0.0311565 | val_loss: 0.0311679 | Time: 1363.51 ms
[2022-04-23 19:27:21 main:574] : INFO : Epoch 1789 | loss: 0.031159 | val_loss: 0.0311684 | Time: 1421.52 ms
[2022-04-23 19:27:22 main:574] : INFO : Epoch 1790 | loss: 0.0311597 | val_loss: 0.0311675 | Time: 1406.02 ms
[2022-04-23 19:27:24 main:574] : INFO : Epoch 1791 | loss: 0.0311577 | val_loss: 0.0311653 | Time: 1383.97 ms
[2022-04-23 19:27:25 main:574] : INFO : Epoch 1792 | loss: 0.0311586 | val_loss: 0.0311643 | Time: 1415.65 ms
[2022-04-23 19:27:27 main:574] : INFO : Epoch 1793 | loss: 0.0311574 | val_loss: 0.0311635 | Time: 1450.76 ms
[2022-04-23 19:27:28 main:574] : INFO : Epoch 1794 | loss: 0.0311565 | val_loss: 0.0311648 | Time: 1380.22 ms
[2022-04-23 19:27:30 main:574] : INFO : Epoch 1795 | loss: 0.0311566 | val_loss: 0.0311644 | Time: 1388.27 ms
[2022-04-23 19:27:31 main:574] : INFO : Epoch 1796 | loss: 0.0311563 | val_loss: 0.0311652 | Time: 1403.65 ms
[2022-04-23 19:27:32 main:574] : INFO : Epoch 1797 | loss: 0.0311554 | val_loss: 0.0311682 | Time: 1389.07 ms
[2022-04-23 19:27:34 main:574] : INFO : Epoch 1798 | loss: 0.0311545 | val_loss: 0.0311647 | Time: 1399.24 ms
[2022-04-23 19:27:35 main:574] : INFO : Epoch 1799 | loss: 0.031155 | val_loss: 0.0311671 | Time: 1377.51 ms
[2022-04-23 19:27:37 main:574] : INFO : Epoch 1800 | loss: 0.0311586 | val_loss: 0.0311704 | Time: 1369.29 ms
[2022-04-23 19:27:38 main:574] : INFO : Epoch 1801 | loss: 0.0311558 | val_loss: 0.0311641 | Time: 1456.1 ms
[2022-04-23 19:27:39 main:574] : INFO : Epoch 1802 | loss: 0.0311559 | val_loss: 0.0311643 | Time: 1436.37 ms
[2022-04-23 19:27:41 main:574] : INFO : Epoch 1803 | loss: 0.0311576 | val_loss: 0.031168 | Time: 1423.66 ms
[2022-04-23 19:27:42 main:574] : INFO : Epoch 1804 | loss: 0.0311559 | val_loss: 0.031166 | Time: 1432.7 ms
[2022-04-23 19:27:44 main:574] : INFO : Epoch 1805 | loss: 0.0311567 | val_loss: 0.0311641 | Time: 1395.47 ms
[2022-04-23 19:27:45 main:574] : INFO : Epoch 1806 | loss: 0.0311553 | val_loss: 0.0311649 | Time: 1422.11 ms
[2022-04-23 19:27:47 main:574] : INFO : Epoch 1807 | loss: 0.0311555 | val_loss: 0.031165 | Time: 1421.42 ms
[2022-04-23 19:27:48 main:574] : INFO : Epoch 1808 | loss: 0.0311559 | val_loss: 0.031164 | Time: 1425.9 ms
[2022-04-23 19:27:49 main:574] : INFO : Epoch 1809 | loss: 0.0311579 | val_loss: 0.031166 | Time: 1424.88 ms
[2022-04-23 19:27:51 main:574] : INFO : Epoch 1810 | loss: 0.0311575 | val_loss: 0.0311682 | Time: 1396.46 ms
[2022-04-23 19:27:52 main:574] : INFO : Epoch 1811 | loss: 0.0311574 | val_loss: 0.0311664 | Time: 1398.1 ms
[2022-04-23 19:27:54 main:574] : INFO : Epoch 1812 | loss: 0.0311563 | val_loss: 0.0311648 | Time: 1366.16 ms
[2022-04-23 19:27:55 main:574] : INFO : Epoch 1813 | loss: 0.031157 | val_loss: 0.0311665 | Time: 1387.07 ms
[2022-04-23 19:27:57 main:574] : INFO : Epoch 1814 | loss: 0.0311638 | val_loss: 0.0311717 | Time: 1423.06 ms
[2022-04-23 19:27:58 main:574] : INFO : Epoch 1815 | loss: 0.0311644 | val_loss: 0.0311714 | Time: 1425.27 ms
[2022-04-23 19:27:59 main:574] : INFO : Epoch 1816 | loss: 0.0311632 | val_loss: 0.0311725 | Time: 1370.79 ms
[2022-04-23 19:28:01 main:574] : INFO : Epoch 1817 | loss: 0.0311634 | val_loss: 0.0311684 | Time: 1404.41 ms
[2022-04-23 19:28:02 main:574] : INFO : Epoch 1818 | loss: 0.0311645 | val_loss: 0.0311718 | Time: 1386.91 ms
[2022-04-23 19:28:04 main:574] : INFO : Epoch 1819 | loss: 0.0311626 | val_loss: 0.0311707 | Time: 1395.65 ms
[2022-04-23 19:28:05 main:574] : INFO : Epoch 1820 | loss: 0.0311616 | val_loss: 0.0311699 | Time: 1416.08 ms
[2022-04-23 19:28:06 main:574] : INFO : Epoch 1821 | loss: 0.0311597 | val_loss: 0.0311693 | Time: 1406.51 ms
[2022-04-23 19:28:08 main:574] : INFO : Epoch 1822 | loss: 0.0311596 | val_loss: 0.0311703 | Time: 1382.93 ms
[2022-04-23 19:28:09 main:574] : INFO : Epoch 1823 | loss: 0.0311594 | val_loss: 0.0311706 | Time: 1396.22 ms
[2022-04-23 19:28:11 main:574] : INFO : Epoch 1824 | loss: 0.0311623 | val_loss: 0.0311702 | Time: 1412.21 ms
[2022-04-23 19:28:12 main:574] : INFO : Epoch 1825 | loss: 0.0311619 | val_loss: 0.0311773 | Time: 1395.65 ms
[2022-04-23 19:28:13 main:574] : INFO : Epoch 1826 | loss: 0.0311615 | val_loss: 0.0311671 | Time: 1404.34 ms
[2022-04-23 19:28:15 main:574] : INFO : Epoch 1827 | loss: 0.031159 | val_loss: 0.0311694 | Time: 1393.29 ms
[2022-04-23 19:28:16 main:574] : INFO : Epoch 1828 | loss: 0.0311602 | val_loss: 0.0311711 | Time: 1416.72 ms
[2022-04-23 19:28:18 main:574] : INFO : Epoch 1829 | loss: 0.0311583 | val_loss: 0.0311708 | Time: 1373.01 ms
[2022-04-23 19:28:19 main:574] : INFO : Epoch 1830 | loss: 0.0311594 | val_loss: 0.0311701 | Time: 1367.39 ms
[2022-04-23 19:28:20 main:574] : INFO : Epoch 1831 | loss: 0.0311584 | val_loss: 0.0311669 | Time: 1423.32 ms
[2022-04-23 19:28:22 main:574] : INFO : Epoch 1832 | loss: 0.0311573 | val_loss: 0.0311677 | Time: 1406.06 ms
[2022-04-23 19:28:23 main:574] : INFO : Epoch 1833 | loss: 0.0311585 | val_loss: 0.0311753 | Time: 1433.46 ms
[2022-04-23 19:28:25 main:574] : INFO : Epoch 1834 | loss: 0.0311609 | val_loss: 0.0311691 | Time: 1359.12 ms
[2022-04-23 19:28:26 main:574] : INFO : Epoch 1835 | loss: 0.0311576 | val_loss: 0.031172 | Time: 1378.69 ms
[2022-04-23 19:28:28 main:574] : INFO : Epoch 1836 | loss: 0.0311571 | val_loss: 0.0311676 | Time: 1398.66 ms
[2022-04-23 19:28:29 main:574] : INFO : Epoch 1837 | loss: 0.031157 | val_loss: 0.0311686 | Time: 1404.1 ms
[2022-04-23 19:28:30 main:574] : INFO : Epoch 1838 | loss: 0.031157 | val_loss: 0.0311678 | Time: 1399.15 ms
[2022-04-23 19:28:32 main:574] : INFO : Epoch 1839 | loss: 0.0311567 | val_loss: 0.0311689 | Time: 1398.25 ms
[2022-04-23 19:28:33 main:574] : INFO : Epoch 1840 | loss: 0.0311564 | val_loss: 0.0311708 | Time: 1407.55 ms
[2022-04-23 19:28:35 main:574] : INFO : Epoch 1841 | loss: 0.0311582 | val_loss: 0.0311692 | Time: 1401.52 ms
[2022-04-23 19:28:36 main:574] : INFO : Epoch 1842 | loss: 0.0311624 | val_loss: 0.0311689 | Time: 1421.3 ms
[2022-04-23 19:28:37 main:574] : INFO : Epoch 1843 | loss: 0.0311653 | val_loss: 0.0311689 | Time: 1370.84 ms
[2022-04-23 19:28:39 main:574] : INFO : Epoch 1844 | loss: 0.0311707 | val_loss: 0.0311813 | Time: 1422.6 ms
[2022-04-23 19:28:40 main:574] : INFO : Epoch 1845 | loss: 0.0311711 | val_loss: 0.0311705 | Time: 1432.28 ms
[2022-04-23 19:28:42 main:574] : INFO : Epoch 1846 | loss: 0.0311675 | val_loss: 0.0311688 | Time: 1383.42 ms
[2022-04-23 19:28:43 main:574] : INFO : Epoch 1847 | loss: 0.0311673 | val_loss: 0.0311667 | Time: 1391.81 ms
[2022-04-23 19:28:45 main:574] : INFO : Epoch 1848 | loss: 0.0311669 | val_loss: 0.0311689 | Time: 1439.69 ms
[2022-04-23 19:28:46 main:574] : INFO : Epoch 1849 | loss: 0.0311662 | val_loss: 0.0311704 | Time: 1398.58 ms
[2022-04-23 19:28:47 main:574] : INFO : Epoch 1850 | loss: 0.0311654 | val_loss: 0.0311726 | Time: 1375.8 ms
[2022-04-23 19:28:49 main:574] : INFO : Epoch 1851 | loss: 0.0311681 | val_loss: 0.0311693 | Time: 1422.24 ms
[2022-04-23 19:28:50 main:574] : INFO : Epoch 1852 | loss: 0.031166 | val_loss: 0.0311699 | Time: 1388.71 ms
[2022-04-23 19:28:52 main:574] : INFO : Epoch 1853 | loss: 0.0311634 | val_loss: 0.0311715 | Time: 1398.08 ms
[2022-04-23 19:28:53 main:574] : INFO : Epoch 1854 | loss: 0.0311657 | val_loss: 0.0311746 | Time: 1433.07 ms
[2022-04-23 19:28:54 main:574] : INFO : Epoch 1855 | loss: 0.0311657 | val_loss: 0.0311745 | Time: 1368.38 ms
[2022-04-23 19:28:56 main:574] : INFO : Epoch 1856 | loss: 0.0311661 | val_loss: 0.0311703 | Time: 1465.53 ms
[2022-04-23 19:28:57 main:574] : INFO : Epoch 1857 | loss: 0.0313521 | val_loss: 0.0354758 | Time: 1410.13 ms
[2022-04-23 19:28:59 main:574] : INFO : Epoch 1858 | loss: 0.0410446 | val_loss: 0.0347973 | Time: 1417.46 ms
[2022-04-23 19:29:00 main:574] : INFO : Epoch 1859 | loss: 0.0328511 | val_loss: 0.0313314 | Time: 1441.29 ms
[2022-04-23 19:29:02 main:574] : INFO : Epoch 1860 | loss: 0.0314216 | val_loss: 0.0313048 | Time: 1403.24 ms
[2022-04-23 19:29:03 main:574] : INFO : Epoch 1861 | loss: 0.0312594 | val_loss: 0.0312383 | Time: 1378.78 ms
[2022-04-23 19:29:04 main:574] : INFO : Epoch 1862 | loss: 0.0312259 | val_loss: 0.0312165 | Time: 1418.94 ms
[2022-04-23 19:29:06 main:574] : INFO : Epoch 1863 | loss: 0.0312121 | val_loss: 0.0312081 | Time: 1397.86 ms
[2022-04-23 19:29:07 main:574] : INFO : Epoch 1864 | loss: 0.0312067 | val_loss: 0.0312035 | Time: 1378.16 ms
[2022-04-23 19:29:09 main:574] : INFO : Epoch 1865 | loss: 0.0312012 | val_loss: 0.0311965 | Time: 1386.48 ms
[2022-04-23 19:29:10 main:574] : INFO : Epoch 1866 | loss: 0.0311965 | val_loss: 0.0311933 | Time: 1389.84 ms
[2022-04-23 19:29:11 main:574] : INFO : Epoch 1867 | loss: 0.0311972 | val_loss: 0.03119 | Time: 1389.14 ms
[2022-04-23 19:29:13 main:574] : INFO : Epoch 1868 | loss: 0.0311955 | val_loss: 0.0311894 | Time: 1417.73 ms
[2022-04-23 19:29:14 main:574] : INFO : Epoch 1869 | loss: 0.0311924 | val_loss: 0.0311896 | Time: 1370.4 ms
[2022-04-23 19:29:16 main:574] : INFO : Epoch 1870 | loss: 0.0311884 | val_loss: 0.0311838 | Time: 1348.05 ms
[2022-04-23 19:29:17 main:574] : INFO : Epoch 1871 | loss: 0.0311863 | val_loss: 0.0311825 | Time: 1420.97 ms
[2022-04-23 19:29:18 main:574] : INFO : Epoch 1872 | loss: 0.0311855 | val_loss: 0.0311812 | Time: 1432.67 ms
[2022-04-23 19:29:20 main:574] : INFO : Epoch 1873 | loss: 0.0311844 | val_loss: 0.0311791 | Time: 1452.05 ms
[2022-04-23 19:29:21 main:574] : INFO : Epoch 1874 | loss: 0.0311832 | val_loss: 0.0311794 | Time: 1434.37 ms
[2022-04-23 19:29:23 main:574] : INFO : Epoch 1875 | loss: 0.0311829 | val_loss: 0.0311782 | Time: 1444.6 ms
[2022-04-23 19:29:24 main:574] : INFO : Epoch 1876 | loss: 0.0311817 | val_loss: 0.0311785 | Time: 1429.45 ms
[2022-04-23 19:29:26 main:574] : INFO : Epoch 1877 | loss: 0.0311816 | val_loss: 0.0311783 | Time: 1399.86 ms
[2022-04-23 19:29:27 main:574] : INFO : Epoch 1878 | loss: 0.0311818 | val_loss: 0.031178 | Time: 1410.57 ms
[2022-04-23 19:29:28 main:574] : INFO : Epoch 1879 | loss: 0.0311813 | val_loss: 0.0311803 | Time: 1404.87 ms
[2022-04-23 19:29:30 main:574] : INFO : Epoch 1880 | loss: 0.0311844 | val_loss: 0.0311789 | Time: 1406.45 ms
[2022-04-23 19:29:31 main:574] : INFO : Epoch 1881 | loss: 0.0311818 | val_loss: 0.0311784 | Time: 1399.55 ms
[2022-04-23 19:29:33 main:574] : INFO : Epoch 1882 | loss: 0.0311824 | val_loss: 0.0311772 | Time: 1420.3 ms
[2022-04-23 19:29:34 main:574] : INFO : Epoch 1883 | loss: 0.0311802 | val_loss: 0.0311774 | Time: 1390.97 ms
[2022-04-23 19:29:36 main:574] : INFO : Epoch 1884 | loss: 0.0311811 | val_loss: 0.0311782 | Time: 1368.27 ms
[2022-04-23 19:29:37 main:574] : INFO : Epoch 1885 | loss: 0.0311813 | val_loss: 0.0311772 | Time: 1413.09 ms
[2022-04-23 19:29:38 main:574] : INFO : Epoch 1886 | loss: 0.0311814 | val_loss: 0.0311771 | Time: 1412.16 ms
[2022-04-23 19:29:40 main:574] : INFO : Epoch 1887 | loss: 0.031181 | val_loss: 0.0311775 | Time: 1436.86 ms
[2022-04-23 19:29:41 main:574] : INFO : Epoch 1888 | loss: 0.0311818 | val_loss: 0.0311804 | Time: 1428.49 ms
[2022-04-23 19:29:43 main:574] : INFO : Epoch 1889 | loss: 0.0311821 | val_loss: 0.0311771 | Time: 1418.11 ms
[2022-04-23 19:29:44 main:574] : INFO : Epoch 1890 | loss: 0.0311817 | val_loss: 0.0311788 | Time: 1412.4 ms
[2022-04-23 19:29:46 main:574] : INFO : Epoch 1891 | loss: 0.0311806 | val_loss: 0.031177 | Time: 1419.36 ms
[2022-04-23 19:29:47 main:574] : INFO : Epoch 1892 | loss: 0.0311812 | val_loss: 0.0311778 | Time: 1436.04 ms
[2022-04-23 19:29:48 main:574] : INFO : Epoch 1893 | loss: 0.0311822 | val_loss: 0.0311771 | Time: 1447.31 ms
[2022-04-23 19:29:50 main:574] : INFO : Epoch 1894 | loss: 0.031184 | val_loss: 0.0311781 | Time: 1412.86 ms
[2022-04-23 19:29:51 main:574] : INFO : Epoch 1895 | loss: 0.031183 | val_loss: 0.0311796 | Time: 1408.78 ms
[2022-04-23 19:29:53 main:574] : INFO : Epoch 1896 | loss: 0.0311819 | val_loss: 0.0311799 | Time: 1431.25 ms
[2022-04-23 19:29:54 main:574] : INFO : Epoch 1897 | loss: 0.0311814 | val_loss: 0.0311767 | Time: 1430.04 ms
[2022-04-23 19:29:56 main:574] : INFO : Epoch 1898 | loss: 0.0311807 | val_loss: 0.031178 | Time: 1368.53 ms
[2022-04-23 19:29:57 main:574] : INFO : Epoch 1899 | loss: 0.0311816 | val_loss: 0.0311777 | Time: 1408.89 ms
[2022-04-23 19:29:58 main:574] : INFO : Epoch 1900 | loss: 0.0311806 | val_loss: 0.031177 | Time: 1399.15 ms
[2022-04-23 19:30:00 main:574] : INFO : Epoch 1901 | loss: 0.0311805 | val_loss: 0.0311765 | Time: 1389.01 ms
[2022-04-23 19:30:01 main:574] : INFO : Epoch 1902 | loss: 0.0311791 | val_loss: 0.0311761 | Time: 1391.14 ms
[2022-04-23 19:30:03 main:574] : INFO : Epoch 1903 | loss: 0.0311794 | val_loss: 0.0311756 | Time: 1377.05 ms
[2022-04-23 19:30:04 main:574] : INFO : Epoch 1904 | loss: 0.0311794 | val_loss: 0.0311761 | Time: 1406.78 ms
[2022-04-23 19:30:05 main:574] : INFO : Epoch 1905 | loss: 0.03118 | val_loss: 0.0311755 | Time: 1402.48 ms
[2022-04-23 19:30:07 main:574] : INFO : Epoch 1906 | loss: 0.031179 | val_loss: 0.0311782 | Time: 1432.04 ms
[2022-04-23 19:30:08 main:574] : INFO : Epoch 1907 | loss: 0.0311785 | val_loss: 0.0311767 | Time: 1411.75 ms
[2022-04-23 19:30:10 main:574] : INFO : Epoch 1908 | loss: 0.031179 | val_loss: 0.0311783 | Time: 1405.93 ms
[2022-04-23 19:30:11 main:574] : INFO : Epoch 1909 | loss: 0.0311798 | val_loss: 0.0311752 | Time: 1385.61 ms
[2022-04-23 19:30:12 main:574] : INFO : Epoch 1910 | loss: 0.0311806 | val_loss: 0.0311745 | Time: 1386.71 ms
[2022-04-23 19:30:14 main:574] : INFO : Epoch 1911 | loss: 0.031179 | val_loss: 0.0311749 | Time: 1363.02 ms
[2022-04-23 19:30:15 main:574] : INFO : Epoch 1912 | loss: 0.0311783 | val_loss: 0.0311753 | Time: 1408.43 ms
[2022-04-23 19:30:17 main:574] : INFO : Epoch 1913 | loss: 0.0311798 | val_loss: 0.031177 | Time: 1400.65 ms
[2022-04-23 19:30:18 main:574] : INFO : Epoch 1914 | loss: 0.0311784 | val_loss: 0.0311751 | Time: 1402.78 ms
[2022-04-23 19:30:20 main:574] : INFO : Epoch 1915 | loss: 0.0311787 | val_loss: 0.0311801 | Time: 1425.62 ms
[2022-04-23 19:30:21 main:574] : INFO : Epoch 1916 | loss: 0.0311783 | val_loss: 0.0311767 | Time: 1410.39 ms
[2022-04-23 19:30:22 main:574] : INFO : Epoch 1917 | loss: 0.0311789 | val_loss: 0.0311742 | Time: 1395.62 ms
[2022-04-23 19:30:24 main:574] : INFO : Epoch 1918 | loss: 0.0311781 | val_loss: 0.0311793 | Time: 1367.9 ms
[2022-04-23 19:30:25 main:574] : INFO : Epoch 1919 | loss: 0.0311798 | val_loss: 0.0311776 | Time: 1376.15 ms
[2022-04-23 19:30:27 main:574] : INFO : Epoch 1920 | loss: 0.031182 | val_loss: 0.0311846 | Time: 1426.67 ms
[2022-04-23 19:30:28 main:574] : INFO : Epoch 1921 | loss: 0.0311872 | val_loss: 0.0311878 | Time: 1424.26 ms
[2022-04-23 19:30:29 main:574] : INFO : Epoch 1922 | loss: 0.0311859 | val_loss: 0.0311819 | Time: 1415.73 ms
[2022-04-23 19:30:31 main:574] : INFO : Epoch 1923 | loss: 0.0311851 | val_loss: 0.0311823 | Time: 1420.46 ms
[2022-04-23 19:30:32 main:574] : INFO : Epoch 1924 | loss: 0.0311823 | val_loss: 0.0311768 | Time: 1398.77 ms
[2022-04-23 19:30:34 main:574] : INFO : Epoch 1925 | loss: 0.0311817 | val_loss: 0.0311788 | Time: 1384.62 ms
[2022-04-23 19:30:35 main:574] : INFO : Epoch 1926 | loss: 0.0311821 | val_loss: 0.0311767 | Time: 1408.48 ms
[2022-04-23 19:30:36 main:574] : INFO : Epoch 1927 | loss: 0.0311814 | val_loss: 0.0311772 | Time: 1375.07 ms
[2022-04-23 19:30:38 main:574] : INFO : Epoch 1928 | loss: 0.0311813 | val_loss: 0.0311779 | Time: 1410.4 ms
[2022-04-23 19:30:39 main:574] : INFO : Epoch 1929 | loss: 0.0311801 | val_loss: 0.031177 | Time: 1455.78 ms
[2022-04-23 19:30:41 main:574] : INFO : Epoch 1930 | loss: 0.0311795 | val_loss: 0.031176 | Time: 1418.59 ms
[2022-04-23 19:30:42 main:574] : INFO : Epoch 1931 | loss: 0.0311811 | val_loss: 0.0311751 | Time: 1449.63 ms
[2022-04-23 19:30:44 main:574] : INFO : Epoch 1932 | loss: 0.0311806 | val_loss: 0.0311766 | Time: 1408.04 ms
[2022-04-23 19:30:45 main:574] : INFO : Epoch 1933 | loss: 0.0311794 | val_loss: 0.0311771 | Time: 1406.92 ms
[2022-04-23 19:30:47 main:574] : INFO : Epoch 1934 | loss: 0.0311794 | val_loss: 0.031175 | Time: 1433.09 ms
[2022-04-23 19:30:48 main:574] : INFO : Epoch 1935 | loss: 0.0311787 | val_loss: 0.0311778 | Time: 1394.45 ms
[2022-04-23 19:30:49 main:574] : INFO : Epoch 1936 | loss: 0.0311799 | val_loss: 0.0311751 | Time: 1398.54 ms
[2022-04-23 19:30:51 main:574] : INFO : Epoch 1937 | loss: 0.0311782 | val_loss: 0.0311745 | Time: 1416.13 ms
[2022-04-23 19:30:52 main:574] : INFO : Epoch 1938 | loss: 0.0311776 | val_loss: 0.0311743 | Time: 1377.04 ms
[2022-04-23 19:30:54 main:574] : INFO : Epoch 1939 | loss: 0.0311783 | val_loss: 0.0311749 | Time: 1406.26 ms
[2022-04-23 19:30:55 main:574] : INFO : Epoch 1940 | loss: 0.0311772 | val_loss: 0.0311737 | Time: 1383.07 ms
[2022-04-23 19:30:56 main:574] : INFO : Epoch 1941 | loss: 0.0311767 | val_loss: 0.0311758 | Time: 1435.57 ms
[2022-04-23 19:30:58 main:574] : INFO : Epoch 1942 | loss: 0.0311758 | val_loss: 0.0311746 | Time: 1386.51 ms
[2022-04-23 19:30:59 main:574] : INFO : Epoch 1943 | loss: 0.0311755 | val_loss: 0.0311774 | Time: 1381.42 ms
[2022-04-23 19:31:01 main:574] : INFO : Epoch 1944 | loss: 0.0311787 | val_loss: 0.0311776 | Time: 1461.69 ms
[2022-04-23 19:31:02 main:574] : INFO : Epoch 1945 | loss: 0.0311782 | val_loss: 0.0311736 | Time: 1397.71 ms
[2022-04-23 19:31:03 main:574] : INFO : Epoch 1946 | loss: 0.0311761 | val_loss: 0.0311746 | Time: 1405.33 ms
[2022-04-23 19:31:05 main:574] : INFO : Epoch 1947 | loss: 0.0311768 | val_loss: 0.0311788 | Time: 1403.38 ms
[2022-04-23 19:31:06 main:574] : INFO : Epoch 1948 | loss: 0.0311778 | val_loss: 0.0311734 | Time: 1380.73 ms
[2022-04-23 19:31:08 main:574] : INFO : Epoch 1949 | loss: 0.0311749 | val_loss: 0.0311729 | Time: 1423.08 ms
[2022-04-23 19:31:09 main:574] : INFO : Epoch 1950 | loss: 0.0311744 | val_loss: 0.0311725 | Time: 1401.42 ms
[2022-04-23 19:31:11 main:574] : INFO : Epoch 1951 | loss: 0.0311749 | val_loss: 0.0311728 | Time: 1426.39 ms
[2022-04-23 19:31:12 main:574] : INFO : Epoch 1952 | loss: 0.031176 | val_loss: 0.0311728 | Time: 1421.19 ms
[2022-04-23 19:31:13 main:574] : INFO : Epoch 1953 | loss: 0.031173 | val_loss: 0.0311725 | Time: 1373.55 ms
[2022-04-23 19:31:15 main:574] : INFO : Epoch 1954 | loss: 0.0311748 | val_loss: 0.0311731 | Time: 1368.77 ms
[2022-04-23 19:31:16 main:574] : INFO : Epoch 1955 | loss: 0.0311772 | val_loss: 0.0311753 | Time: 1387.88 ms
[2022-04-23 19:31:18 main:574] : INFO : Epoch 1956 | loss: 0.0311742 | val_loss: 0.0311735 | Time: 1396.59 ms
[2022-04-23 19:31:19 main:574] : INFO : Epoch 1957 | loss: 0.0311731 | val_loss: 0.0311709 | Time: 1440.1 ms
[2022-04-23 19:31:21 main:574] : INFO : Epoch 1958 | loss: 0.0311728 | val_loss: 0.0311717 | Time: 1483.79 ms
[2022-04-23 19:31:22 main:574] : INFO : Epoch 1959 | loss: 0.0311732 | val_loss: 0.0311746 | Time: 1420.55 ms
[2022-04-23 19:31:23 main:574] : INFO : Epoch 1960 | loss: 0.0311734 | val_loss: 0.0311722 | Time: 1405.86 ms
[2022-04-23 19:31:25 main:574] : INFO : Epoch 1961 | loss: 0.031172 | val_loss: 0.0311711 | Time: 1416.07 ms
[2022-04-23 19:31:26 main:574] : INFO : Epoch 1962 | loss: 0.031174 | val_loss: 0.0311756 | Time: 1405.46 ms
[2022-04-23 19:31:28 main:574] : INFO : Epoch 1963 | loss: 0.0311731 | val_loss: 0.031171 | Time: 1432.62 ms
[2022-04-23 19:31:29 main:574] : INFO : Epoch 1964 | loss: 0.0311724 | val_loss: 0.0311727 | Time: 1393.72 ms
[2022-04-23 19:31:31 main:574] : INFO : Epoch 1965 | loss: 0.0311744 | val_loss: 0.0311747 | Time: 1441.35 ms
[2022-04-23 19:31:32 main:574] : INFO : Epoch 1966 | loss: 0.0311729 | val_loss: 0.0311713 | Time: 1422.64 ms
[2022-04-23 19:31:33 main:574] : INFO : Epoch 1967 | loss: 0.0311719 | val_loss: 0.0311704 | Time: 1408.19 ms
[2022-04-23 19:31:35 main:574] : INFO : Epoch 1968 | loss: 0.031173 | val_loss: 0.0311699 | Time: 1394.54 ms
[2022-04-23 19:31:36 main:574] : INFO : Epoch 1969 | loss: 0.0311719 | val_loss: 0.03117 | Time: 1414.92 ms
[2022-04-23 19:31:38 main:574] : INFO : Epoch 1970 | loss: 0.0311715 | val_loss: 0.0311694 | Time: 1441.82 ms
[2022-04-23 19:31:39 main:574] : INFO : Epoch 1971 | loss: 0.03117 | val_loss: 0.0311704 | Time: 1467.66 ms
[2022-04-23 19:31:41 main:574] : INFO : Epoch 1972 | loss: 0.0311733 | val_loss: 0.0311717 | Time: 1419.61 ms
[2022-04-23 19:31:42 main:574] : INFO : Epoch 1973 | loss: 0.0311716 | val_loss: 0.0311696 | Time: 1427.77 ms
[2022-04-23 19:31:43 main:574] : INFO : Epoch 1974 | loss: 0.0311714 | val_loss: 0.0311703 | Time: 1410.87 ms
[2022-04-23 19:31:45 main:574] : INFO : Epoch 1975 | loss: 0.0311698 | val_loss: 0.0311707 | Time: 1418.75 ms
[2022-04-23 19:31:46 main:574] : INFO : Epoch 1976 | loss: 0.0311729 | val_loss: 0.0311732 | Time: 1416.7 ms
[2022-04-23 19:31:48 main:574] : INFO : Epoch 1977 | loss: 0.0311737 | val_loss: 0.0311712 | Time: 1392.2 ms
[2022-04-23 19:31:49 main:574] : INFO : Epoch 1978 | loss: 0.03117 | val_loss: 0.0311701 | Time: 1430.11 ms
[2022-04-23 19:31:50 main:574] : INFO : Epoch 1979 | loss: 0.0311694 | val_loss: 0.0311702 | Time: 1384.2 ms
[2022-04-23 19:31:52 main:574] : INFO : Epoch 1980 | loss: 0.0311694 | val_loss: 0.0311716 | Time: 1401.49 ms
[2022-04-23 19:31:53 main:574] : INFO : Epoch 1981 | loss: 0.0311702 | val_loss: 0.03117 | Time: 1421.24 ms
[2022-04-23 19:31:55 main:574] : INFO : Epoch 1982 | loss: 0.0311705 | val_loss: 0.0311696 | Time: 1402.03 ms
[2022-04-23 19:31:56 main:574] : INFO : Epoch 1983 | loss: 0.0311706 | val_loss: 0.0311784 | Time: 1409.56 ms
[2022-04-23 19:31:58 main:574] : INFO : Epoch 1984 | loss: 0.0311701 | val_loss: 0.0311712 | Time: 1417.96 ms
[2022-04-23 19:31:59 main:574] : INFO : Epoch 1985 | loss: 0.0311704 | val_loss: 0.0311757 | Time: 1417.7 ms
[2022-04-23 19:32:00 main:574] : INFO : Epoch 1986 | loss: 0.031175 | val_loss: 0.0311858 | Time: 1414.96 ms
[2022-04-23 19:32:02 main:574] : INFO : Epoch 1987 | loss: 0.0311747 | val_loss: 0.0311724 | Time: 1409.3 ms
[2022-04-23 19:32:03 main:574] : INFO : Epoch 1988 | loss: 0.0311688 | val_loss: 0.0311705 | Time: 1382.26 ms
[2022-04-23 19:32:05 main:574] : INFO : Epoch 1989 | loss: 0.0311694 | val_loss: 0.0311741 | Time: 1422.3 ms
[2022-04-23 19:32:06 main:574] : INFO : Epoch 1990 | loss: 0.0311754 | val_loss: 0.0311778 | Time: 1388.7 ms
[2022-04-23 19:32:07 main:574] : INFO : Epoch 1991 | loss: 0.0311761 | val_loss: 0.0311761 | Time: 1399.05 ms
[2022-04-23 19:32:09 main:574] : INFO : Epoch 1992 | loss: 0.031172 | val_loss: 0.0311715 | Time: 1401.57 ms
[2022-04-23 19:32:10 main:574] : INFO : Epoch 1993 | loss: 0.0311707 | val_loss: 0.0311709 | Time: 1395 ms
[2022-04-23 19:32:12 main:574] : INFO : Epoch 1994 | loss: 0.0311696 | val_loss: 0.0311712 | Time: 1423.06 ms
[2022-04-23 19:32:13 main:574] : INFO : Epoch 1995 | loss: 0.0311698 | val_loss: 0.0311692 | Time: 1400.51 ms
[2022-04-23 19:32:15 main:574] : INFO : Epoch 1996 | loss: 0.0311683 | val_loss: 0.0311721 | Time: 1405.95 ms
[2022-04-23 19:32:16 main:574] : INFO : Epoch 1997 | loss: 0.0311739 | val_loss: 0.0311698 | Time: 1404.72 ms
[2022-04-23 19:32:17 main:574] : INFO : Epoch 1998 | loss: 0.0311701 | val_loss: 0.0311702 | Time: 1406.39 ms
[2022-04-23 19:32:19 main:574] : INFO : Epoch 1999 | loss: 0.0311697 | val_loss: 0.0311721 | Time: 1415.7 ms
[2022-04-23 19:32:20 main:574] : INFO : Epoch 2000 | loss: 0.0311696 | val_loss: 0.0311746 | Time: 1416.24 ms
[2022-04-23 19:32:22 main:574] : INFO : Epoch 2001 | loss: 0.031169 | val_loss: 0.0311694 | Time: 1417.5 ms
[2022-04-23 19:32:23 main:574] : INFO : Epoch 2002 | loss: 0.0311688 | val_loss: 0.0311729 | Time: 1406.71 ms
[2022-04-23 19:32:24 main:574] : INFO : Epoch 2003 | loss: 0.0311705 | val_loss: 0.0311698 | Time: 1398.25 ms
[2022-04-23 19:32:26 main:574] : INFO : Epoch 2004 | loss: 0.0311708 | val_loss: 0.031172 | Time: 1406.68 ms
[2022-04-23 19:32:27 main:574] : INFO : Epoch 2005 | loss: 0.03117 | val_loss: 0.0311718 | Time: 1400.53 ms
[2022-04-23 19:32:29 main:574] : INFO : Epoch 2006 | loss: 0.0311688 | val_loss: 0.0311694 | Time: 1401.29 ms
[2022-04-23 19:32:30 main:574] : INFO : Epoch 2007 | loss: 0.031169 | val_loss: 0.0311719 | Time: 1424.1 ms
[2022-04-23 19:32:32 main:574] : INFO : Epoch 2008 | loss: 0.0311683 | val_loss: 0.0311704 | Time: 1406.64 ms
[2022-04-23 19:32:33 main:574] : INFO : Epoch 2009 | loss: 0.0311678 | val_loss: 0.0311701 | Time: 1391.82 ms
[2022-04-23 19:32:34 main:574] : INFO : Epoch 2010 | loss: 0.0311702 | val_loss: 0.0311702 | Time: 1376.73 ms
[2022-04-23 19:32:36 main:574] : INFO : Epoch 2011 | loss: 0.0311711 | val_loss: 0.0311704 | Time: 1391.27 ms
[2022-04-23 19:32:37 main:574] : INFO : Epoch 2012 | loss: 0.0311701 | val_loss: 0.0311692 | Time: 1401.51 ms
[2022-04-23 19:32:39 main:574] : INFO : Epoch 2013 | loss: 0.0311694 | val_loss: 0.0311698 | Time: 1434.23 ms
[2022-04-23 19:32:40 main:574] : INFO : Epoch 2014 | loss: 0.0311729 | val_loss: 0.0311697 | Time: 1444.39 ms
[2022-04-23 19:32:41 main:574] : INFO : Epoch 2015 | loss: 0.0311718 | val_loss: 0.0311744 | Time: 1379.31 ms
[2022-04-23 19:32:43 main:574] : INFO : Epoch 2016 | loss: 0.0311742 | val_loss: 0.0311713 | Time: 1410.98 ms
[2022-04-23 19:32:44 main:574] : INFO : Epoch 2017 | loss: 0.0311734 | val_loss: 0.0311692 | Time: 1417.61 ms
[2022-04-23 19:32:46 main:574] : INFO : Epoch 2018 | loss: 0.0311708 | val_loss: 0.0311702 | Time: 1393.09 ms
[2022-04-23 19:32:47 main:574] : INFO : Epoch 2019 | loss: 0.0311694 | val_loss: 0.0311706 | Time: 1398.14 ms
[2022-04-23 19:32:49 main:574] : INFO : Epoch 2020 | loss: 0.0311731 | val_loss: 0.0311733 | Time: 1385.46 ms
[2022-04-23 19:32:50 main:574] : INFO : Epoch 2021 | loss: 0.0311728 | val_loss: 0.0311683 | Time: 1401.02 ms
[2022-04-23 19:32:51 main:574] : INFO : Epoch 2022 | loss: 0.0311683 | val_loss: 0.0311681 | Time: 1416.13 ms
[2022-04-23 19:32:53 main:574] : INFO : Epoch 2023 | loss: 0.0311711 | val_loss: 0.0311681 | Time: 1425.87 ms
[2022-04-23 19:32:54 main:574] : INFO : Epoch 2024 | loss: 0.0311711 | val_loss: 0.0311691 | Time: 1399.2 ms
[2022-04-23 19:32:56 main:574] : INFO : Epoch 2025 | loss: 0.0311691 | val_loss: 0.03117 | Time: 1391.74 ms
[2022-04-23 19:32:57 main:574] : INFO : Epoch 2026 | loss: 0.0311692 | val_loss: 0.0311703 | Time: 1423.15 ms
[2022-04-23 19:32:59 main:574] : INFO : Epoch 2027 | loss: 0.0311702 | val_loss: 0.0311707 | Time: 1413.28 ms
[2022-04-23 19:33:00 main:574] : INFO : Epoch 2028 | loss: 0.0311697 | val_loss: 0.0311845 | Time: 1385.79 ms
[2022-04-23 19:33:01 main:574] : INFO : Epoch 2029 | loss: 0.0311749 | val_loss: 0.0311729 | Time: 1415.71 ms
[2022-04-23 19:33:03 main:574] : INFO : Epoch 2030 | loss: 0.0311701 | val_loss: 0.031168 | Time: 1359.5 ms
[2022-04-23 19:33:04 main:574] : INFO : Epoch 2031 | loss: 0.031167 | val_loss: 0.0311682 | Time: 1404.83 ms
[2022-04-23 19:33:06 main:574] : INFO : Epoch 2032 | loss: 0.0311698 | val_loss: 0.0311688 | Time: 1392.25 ms
[2022-04-23 19:33:07 main:574] : INFO : Epoch 2033 | loss: 0.0311668 | val_loss: 0.0311696 | Time: 1376.67 ms
[2022-04-23 19:33:08 main:574] : INFO : Epoch 2034 | loss: 0.0311689 | val_loss: 0.0311734 | Time: 1415.78 ms
[2022-04-23 19:33:10 main:574] : INFO : Epoch 2035 | loss: 0.0311677 | val_loss: 0.031169 | Time: 1410.19 ms
[2022-04-23 19:33:11 main:574] : INFO : Epoch 2036 | loss: 0.031166 | val_loss: 0.0311703 | Time: 1372.85 ms
[2022-04-23 19:33:13 main:574] : INFO : Epoch 2037 | loss: 0.0311673 | val_loss: 0.0311697 | Time: 1378.02 ms
[2022-04-23 19:33:14 main:574] : INFO : Epoch 2038 | loss: 0.0311679 | val_loss: 0.0311697 | Time: 1429.09 ms
[2022-04-23 19:33:15 main:574] : INFO : Epoch 2039 | loss: 0.0311688 | val_loss: 0.0311675 | Time: 1438.43 ms
[2022-04-23 19:33:17 main:574] : INFO : Epoch 2040 | loss: 0.0311682 | val_loss: 0.0311686 | Time: 1472.7 ms
[2022-04-23 19:33:18 main:574] : INFO : Epoch 2041 | loss: 0.0311673 | val_loss: 0.0311707 | Time: 1449.56 ms
[2022-04-23 19:33:20 main:574] : INFO : Epoch 2042 | loss: 0.0311695 | val_loss: 0.0311704 | Time: 1373.2 ms
[2022-04-23 19:33:21 main:574] : INFO : Epoch 2043 | loss: 0.0311685 | val_loss: 0.0311716 | Time: 1370.55 ms
[2022-04-23 19:33:23 main:574] : INFO : Epoch 2044 | loss: 0.0311716 | val_loss: 0.0311694 | Time: 1402.77 ms
[2022-04-23 19:33:24 main:574] : INFO : Epoch 2045 | loss: 0.0311671 | val_loss: 0.0311719 | Time: 1376.42 ms
[2022-04-23 19:33:25 main:574] : INFO : Epoch 2046 | loss: 0.0311698 | val_loss: 0.0311709 | Time: 1426.63 ms
[2022-04-23 19:33:27 main:574] : INFO : Epoch 2047 | loss: 0.0311684 | val_loss: 0.0311684 | Time: 1385.25 ms
[2022-04-23 19:33:28 main:574] : INFO : Epoch 2048 | loss: 0.0311678 | val_loss: 0.0311672 | Time: 1407.33 ms
[2022-04-23 19:33:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311672
[2022-04-23 19:33:28 main:603] : INFO : Saving end state to config to file
[2022-04-23 19:33:28 main:608] : INFO : Success, exiting..
19:33:28 (62692): 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)