Task 14622545
| Name | ParityModified-1647040423-12097-3-0_1 |
| Workunit | 11639430 |
| Created | 17 Apr 2022, 3:31:25 UTC |
| Sent | 17 Apr 2022, 3:32:16 UTC |
| Report deadline | 25 Apr 2022, 3:32:16 UTC |
| Received | 24 Apr 2022, 1:12:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7122 |
| Run time | 48 min 33 sec |
| CPU time | 47 min 55 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 | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 1542 | loss: 0.0311481 | val_loss: 0.0311655 | Time: 1463.03 ms [2022-04-24 11:00:45 main:574] : INFO : Epoch 1543 | loss: 0.0311482 | val_loss: 0.0311692 | Time: 1465.37 ms [2022-04-24 11:00:46 main:574] : INFO : Epoch 1544 | loss: 0.031149 | val_loss: 0.0311652 | Time: 1459.27 ms [2022-04-24 11:00:48 main:574] : INFO : Epoch 1545 | loss: 0.0311483 | val_loss: 0.0311674 | Time: 1406.79 ms [2022-04-24 11:00:49 main:574] : INFO : Epoch 1546 | loss: 0.0311496 | val_loss: 0.031171 | Time: 1380.43 ms [2022-04-24 11:00:51 main:574] : INFO : Epoch 1547 | loss: 0.0311504 | val_loss: 0.0311709 | Time: 1418.88 ms [2022-04-24 11:00:52 main:574] : INFO : Epoch 1548 | loss: 0.03115 | val_loss: 0.0311688 | Time: 1384.11 ms [2022-04-24 11:00:53 main:574] : INFO : Epoch 1549 | loss: 0.0311481 | val_loss: 0.0311694 | Time: 1389.28 ms [2022-04-24 11:00:55 main:574] : INFO : Epoch 1550 | loss: 0.0311474 | val_loss: 0.0311653 | Time: 1434.98 ms [2022-04-24 11:00:56 main:574] : INFO : Epoch 1551 | loss: 0.0311482 | val_loss: 0.0311656 | Time: 1412.98 ms [2022-04-24 11:00:58 main:574] : INFO : Epoch 1552 | loss: 0.0311478 | val_loss: 0.0311703 | Time: 1418.14 ms [2022-04-24 11:00:59 main:574] : INFO : Epoch 1553 | loss: 0.0311487 | val_loss: 0.0311666 | Time: 1410.45 ms [2022-04-24 11:01:01 main:574] : INFO : Epoch 1554 | loss: 0.0311488 | val_loss: 0.0311652 | Time: 1417.49 ms [2022-04-24 11:01:02 main:574] : INFO : Epoch 1555 | loss: 0.0311501 | val_loss: 0.0311648 | Time: 1410.98 ms [2022-04-24 11:01:03 main:574] : INFO : Epoch 1556 | loss: 0.0311478 | val_loss: 0.0311641 | Time: 1392.17 ms [2022-04-24 11:01:05 main:574] : INFO : Epoch 1557 | loss: 0.0311476 | val_loss: 0.0311686 | Time: 1408.65 ms [2022-04-24 11:01:06 main:574] : INFO : Epoch 1558 | loss: 0.0311493 | val_loss: 0.0311679 | Time: 1427.26 ms [2022-04-24 11:01:08 main:574] : INFO : Epoch 1559 | loss: 0.0311493 | val_loss: 0.0311683 | Time: 1417.66 ms [2022-04-24 11:01:09 main:574] : INFO : Epoch 1560 | loss: 0.0311483 | val_loss: 0.0311666 | Time: 1389.7 ms [2022-04-24 11:01:11 main:574] : INFO : Epoch 1561 | loss: 0.0311461 | val_loss: 0.0311655 | Time: 1394.16 ms [2022-04-24 11:01:12 main:574] : INFO : Epoch 1562 | loss: 0.0311452 | val_loss: 0.0311678 | Time: 1401.3 ms [2022-04-24 11:01:13 main:574] : INFO : Epoch 1563 | loss: 0.0311459 | val_loss: 0.0311661 | Time: 1406.81 ms [2022-04-24 11:01:15 main:574] : INFO : Epoch 1564 | loss: 0.0311482 | val_loss: 0.0311715 | Time: 1387.77 ms [2022-04-24 11:01:16 main:574] : INFO : Epoch 1565 | loss: 0.0311496 | val_loss: 0.0311672 | Time: 1371.49 ms [2022-04-24 11:01:18 main:574] : INFO : Epoch 1566 | loss: 0.0311463 | val_loss: 0.0311645 | Time: 1404.82 ms [2022-04-24 11:01:19 main:574] : INFO : Epoch 1567 | loss: 0.0311444 | val_loss: 0.0311647 | Time: 1413.43 ms [2022-04-24 11:01:20 main:574] : INFO : Epoch 1568 | loss: 0.0311456 | val_loss: 0.031165 | Time: 1431.21 ms [2022-04-24 11:01:22 main:574] : INFO : Epoch 1569 | loss: 0.0311482 | val_loss: 0.0311709 | Time: 1406.79 ms [2022-04-24 11:01:23 main:574] : INFO : Epoch 1570 | loss: 0.0311533 | val_loss: 0.0311659 | Time: 1371.72 ms [2022-04-24 11:01:25 main:574] : INFO : Epoch 1571 | loss: 0.0311513 | val_loss: 0.0311635 | Time: 1387.25 ms [2022-04-24 11:01:26 main:574] : INFO : Epoch 1572 | loss: 0.0311512 | val_loss: 0.0311704 | Time: 1408.88 ms [2022-04-24 11:01:27 main:574] : INFO : Epoch 1573 | loss: 0.0311504 | val_loss: 0.0311649 | Time: 1419.26 ms [2022-04-24 11:01:29 main:574] : INFO : Epoch 1574 | loss: 0.0311484 | val_loss: 0.0311659 | Time: 1410.93 ms [2022-04-24 11:01:30 main:574] : INFO : Epoch 1575 | loss: 0.0311486 | val_loss: 0.0311651 | Time: 1413.38 ms [2022-04-24 11:01:32 main:574] : INFO : Epoch 1576 | loss: 0.0311482 | val_loss: 0.0311657 | Time: 1426.77 ms [2022-04-24 11:01:33 main:574] : INFO : Epoch 1577 | loss: 0.0311483 | val_loss: 0.0311645 | Time: 1381.66 ms [2022-04-24 11:01:35 main:574] : INFO : Epoch 1578 | loss: 0.0311503 | val_loss: 0.0311661 | Time: 1453.52 ms [2022-04-24 11:01:36 main:574] : INFO : Epoch 1579 | loss: 0.0311499 | val_loss: 0.0311697 | Time: 1408.67 ms [2022-04-24 11:01:38 main:574] : INFO : Epoch 1580 | loss: 0.0311482 | val_loss: 0.0311659 | Time: 1429.78 ms [2022-04-24 11:01:39 main:574] : INFO : Epoch 1581 | loss: 0.0311467 | val_loss: 0.0311668 | Time: 1422.18 ms [2022-04-24 11:01:40 main:574] : INFO : Epoch 1582 | loss: 0.0311454 | val_loss: 0.0311677 | Time: 1418.34 ms [2022-04-24 11:01:42 main:574] : INFO : Epoch 1583 | loss: 0.0311459 | val_loss: 0.0311643 | Time: 1434.96 ms [2022-04-24 11:01:43 main:574] : INFO : Epoch 1584 | loss: 0.0311463 | val_loss: 0.0311638 | Time: 1362.27 ms [2022-04-24 11:01:45 main:574] : INFO : Epoch 1585 | loss: 0.0311458 | val_loss: 0.0311706 | Time: 1424.9 ms [2022-04-24 11:01:46 main:574] : INFO : Epoch 1586 | loss: 0.0311491 | val_loss: 0.0311707 | Time: 1440.14 ms [2022-04-24 11:01:48 main:574] : INFO : Epoch 1587 | loss: 0.0311502 | val_loss: 0.0311627 | Time: 1418.17 ms [2022-04-24 11:01:49 main:574] : INFO : Epoch 1588 | loss: 0.031148 | val_loss: 0.0311685 | Time: 1403.13 ms [2022-04-24 11:01:50 main:574] : INFO : Epoch 1589 | loss: 0.0311542 | val_loss: 0.0311713 | Time: 1413.35 ms [2022-04-24 11:01:52 main:574] : INFO : Epoch 1590 | loss: 0.0311547 | val_loss: 0.031166 | Time: 1401.52 ms [2022-04-24 11:01:53 main:574] : INFO : Epoch 1591 | loss: 0.0311517 | val_loss: 0.0311661 | Time: 1392.47 ms [2022-04-24 11:01:55 main:574] : INFO : Epoch 1592 | loss: 0.03115 | val_loss: 0.0311631 | Time: 1412.78 ms [2022-04-24 11:01:56 main:574] : INFO : Epoch 1593 | loss: 0.0311488 | val_loss: 0.0311638 | Time: 1432.62 ms [2022-04-24 11:01:57 main:574] : INFO : Epoch 1594 | loss: 0.0311478 | val_loss: 0.0311644 | Time: 1401.62 ms [2022-04-24 11:01:59 main:574] : INFO : Epoch 1595 | loss: 0.0311471 | val_loss: 0.0311642 | Time: 1387.07 ms [2022-04-24 11:02:00 main:574] : INFO : Epoch 1596 | loss: 0.031149 | val_loss: 0.0311676 | Time: 1421.81 ms [2022-04-24 11:02:02 main:574] : INFO : Epoch 1597 | loss: 0.0311496 | val_loss: 0.0311688 | Time: 1393.06 ms [2022-04-24 11:02:03 main:574] : INFO : Epoch 1598 | loss: 0.0311521 | val_loss: 0.0311623 | Time: 1407.41 ms [2022-04-24 11:02:05 main:574] : INFO : Epoch 1599 | loss: 0.03115 | val_loss: 0.0311707 | Time: 1412.45 ms [2022-04-24 11:02:06 main:574] : INFO : Epoch 1600 | loss: 0.0311487 | val_loss: 0.0311681 | Time: 1381.7 ms [2022-04-24 11:02:07 main:574] : INFO : Epoch 1601 | loss: 0.0311472 | val_loss: 0.0311636 | Time: 1397.52 ms [2022-04-24 11:02:09 main:574] : INFO : Epoch 1602 | loss: 0.0311483 | val_loss: 0.0311655 | Time: 1395.35 ms [2022-04-24 11:02:10 main:574] : INFO : Epoch 1603 | loss: 0.0311475 | val_loss: 0.0311652 | Time: 1403.39 ms [2022-04-24 11:02:12 main:574] : INFO : Epoch 1604 | loss: 0.0311478 | val_loss: 0.0311659 | Time: 1403.05 ms [2022-04-24 11:02:13 main:574] : INFO : Epoch 1605 | loss: 0.0311465 | val_loss: 0.0311631 | Time: 1390.34 ms [2022-04-24 11:02:14 main:574] : INFO : Epoch 1606 | loss: 0.031149 | val_loss: 0.0311663 | Time: 1382.64 ms [2022-04-24 11:02:16 main:574] : INFO : Epoch 1607 | loss: 0.0311594 | val_loss: 0.0311735 | Time: 1360.95 ms [2022-04-24 11:02:17 main:574] : INFO : Epoch 1608 | loss: 0.0311686 | val_loss: 0.0311843 | Time: 1388.11 ms [2022-04-24 11:02:19 main:574] : INFO : Epoch 1609 | loss: 0.0311675 | val_loss: 0.031174 | Time: 1424.49 ms [2022-04-24 11:02:20 main:574] : INFO : Epoch 1610 | loss: 0.0311631 | val_loss: 0.031176 | Time: 1415.96 ms [2022-04-24 11:02:21 main:574] : INFO : Epoch 1611 | loss: 0.0311629 | val_loss: 0.0311743 | Time: 1423.83 ms [2022-04-24 11:02:23 main:574] : INFO : Epoch 1612 | loss: 0.0311611 | val_loss: 0.0311734 | Time: 1459.51 ms [2022-04-24 11:02:24 main:574] : INFO : Epoch 1613 | loss: 0.0311594 | val_loss: 0.0311775 | Time: 1383.21 ms [2022-04-24 11:02:26 main:574] : INFO : Epoch 1614 | loss: 0.0311616 | val_loss: 0.0311769 | Time: 1357.31 ms [2022-04-24 11:02:27 main:574] : INFO : Epoch 1615 | loss: 0.0311597 | val_loss: 0.0311827 | Time: 1446.51 ms [2022-04-24 11:02:29 main:574] : INFO : Epoch 1616 | loss: 0.0311596 | val_loss: 0.0311717 | Time: 1439.57 ms [2022-04-24 11:02:30 main:574] : INFO : Epoch 1617 | loss: 0.0311579 | val_loss: 0.0311758 | Time: 1473.9 ms [2022-04-24 11:02:32 main:574] : INFO : Epoch 1618 | loss: 0.0311596 | val_loss: 0.0311731 | Time: 1431.58 ms [2022-04-24 11:02:33 main:574] : INFO : Epoch 1619 | loss: 0.0311554 | val_loss: 0.0311653 | Time: 1441.14 ms [2022-04-24 11:02:34 main:574] : INFO : Epoch 1620 | loss: 0.0311528 | val_loss: 0.0311658 | Time: 1423.72 ms [2022-04-24 11:02:36 main:574] : INFO : Epoch 1621 | loss: 0.0311513 | val_loss: 0.0311652 | Time: 1351.11 ms [2022-04-24 11:02:37 main:574] : INFO : Epoch 1622 | loss: 0.0311549 | val_loss: 0.0311676 | Time: 1405.37 ms [2022-04-24 11:02:39 main:574] : INFO : Epoch 1623 | loss: 0.0311571 | val_loss: 0.0311646 | Time: 1419.78 ms [2022-04-24 11:02:40 main:574] : INFO : Epoch 1624 | loss: 0.031153 | val_loss: 0.0311624 | Time: 1415.6 ms [2022-04-24 11:02:41 main:574] : INFO : Epoch 1625 | loss: 0.0311536 | val_loss: 0.0311634 | Time: 1414.21 ms [2022-04-24 11:02:43 main:574] : INFO : Epoch 1626 | loss: 0.0311513 | val_loss: 0.0311625 | Time: 1415.17 ms [2022-04-24 11:02:44 main:574] : INFO : Epoch 1627 | loss: 0.0311516 | val_loss: 0.0311629 | Time: 1391.06 ms [2022-04-24 11:02:46 main:574] : INFO : Epoch 1628 | loss: 0.0311504 | val_loss: 0.0311625 | Time: 1409.31 ms [2022-04-24 11:02:47 main:574] : INFO : Epoch 1629 | loss: 0.0311508 | val_loss: 0.0311611 | Time: 1431.82 ms [2022-04-24 11:02:49 main:574] : INFO : Epoch 1630 | loss: 0.0311477 | val_loss: 0.0311632 | Time: 1423.92 ms [2022-04-24 11:02:50 main:574] : INFO : Epoch 1631 | loss: 0.0311475 | val_loss: 0.0311637 | Time: 1412.27 ms [2022-04-24 11:02:51 main:574] : INFO : Epoch 1632 | loss: 0.0311513 | val_loss: 0.0311657 | Time: 1406.88 ms [2022-04-24 11:02:53 main:574] : INFO : Epoch 1633 | loss: 0.0311554 | val_loss: 0.0311628 | Time: 1404.2 ms [2022-04-24 11:02:54 main:574] : INFO : Epoch 1634 | loss: 0.0311546 | val_loss: 0.0311621 | Time: 1381.78 ms [2022-04-24 11:02:56 main:574] : INFO : Epoch 1635 | loss: 0.0311524 | val_loss: 0.031166 | Time: 1380.63 ms [2022-04-24 11:02:57 main:574] : INFO : Epoch 1636 | loss: 0.0311534 | val_loss: 0.0311715 | Time: 1391.7 ms [2022-04-24 11:02:58 main:574] : INFO : Epoch 1637 | loss: 0.0311517 | val_loss: 0.0311633 | Time: 1413.06 ms [2022-04-24 11:03:00 main:574] : INFO : Epoch 1638 | loss: 0.0311493 | val_loss: 0.0311608 | Time: 1414.32 ms [2022-04-24 11:03:01 main:574] : INFO : Epoch 1639 | loss: 0.0311511 | val_loss: 0.0311625 | Time: 1407.87 ms [2022-04-24 11:03:03 main:574] : INFO : Epoch 1640 | loss: 0.0311482 | val_loss: 0.0311621 | Time: 1439.07 ms [2022-04-24 11:03:04 main:574] : INFO : Epoch 1641 | loss: 0.0311484 | val_loss: 0.0311722 | Time: 1361.31 ms [2022-04-24 11:03:06 main:574] : INFO : Epoch 1642 | loss: 0.0311536 | val_loss: 0.0311672 | Time: 1383.61 ms [2022-04-24 11:03:07 main:574] : INFO : Epoch 1643 | loss: 0.0311574 | val_loss: 0.0311735 | Time: 1393.55 ms [2022-04-24 11:03:08 main:574] : INFO : Epoch 1644 | loss: 0.031151 | val_loss: 0.0311635 | Time: 1357.84 ms [2022-04-24 11:03:10 main:574] : INFO : Epoch 1645 | loss: 0.0311478 | val_loss: 0.0311636 | Time: 1423.86 ms [2022-04-24 11:03:11 main:574] : INFO : Epoch 1646 | loss: 0.0311452 | val_loss: 0.0311613 | Time: 1396.77 ms [2022-04-24 11:03:13 main:574] : INFO : Epoch 1647 | loss: 0.0311453 | val_loss: 0.0311596 | Time: 1391.07 ms [2022-04-24 11:03:14 main:574] : INFO : Epoch 1648 | loss: 0.0311443 | val_loss: 0.0311638 | Time: 1404.48 ms [2022-04-24 11:03:15 main:574] : INFO : Epoch 1649 | loss: 0.0311472 | val_loss: 0.0311607 | Time: 1412.8 ms [2022-04-24 11:03:17 main:574] : INFO : Epoch 1650 | loss: 0.0311518 | val_loss: 0.031163 | Time: 1375.94 ms [2022-04-24 11:03:18 main:574] : INFO : Epoch 1651 | loss: 0.0311456 | val_loss: 0.0311638 | Time: 1416.25 ms [2022-04-24 11:03:20 main:574] : INFO : Epoch 1652 | loss: 0.0311459 | val_loss: 0.0311648 | Time: 1392 ms [2022-04-24 11:03:21 main:574] : INFO : Epoch 1653 | loss: 0.0311463 | val_loss: 0.0311632 | Time: 1404.42 ms [2022-04-24 11:03:22 main:574] : INFO : Epoch 1654 | loss: 0.031145 | val_loss: 0.0311667 | Time: 1393.09 ms [2022-04-24 11:03:24 main:574] : INFO : Epoch 1655 | loss: 0.031146 | val_loss: 0.0311636 | Time: 1426.84 ms [2022-04-24 11:03:25 main:574] : INFO : Epoch 1656 | loss: 0.031145 | val_loss: 0.0311628 | Time: 1397.85 ms [2022-04-24 11:03:27 main:574] : INFO : Epoch 1657 | loss: 0.0311448 | val_loss: 0.0311657 | Time: 1386.64 ms [2022-04-24 11:03:28 main:574] : INFO : Epoch 1658 | loss: 0.0311448 | val_loss: 0.0311645 | Time: 1418.04 ms [2022-04-24 11:03:30 main:574] : INFO : Epoch 1659 | loss: 0.0311441 | val_loss: 0.0311629 | Time: 1406.45 ms [2022-04-24 11:03:31 main:574] : INFO : Epoch 1660 | loss: 0.0311452 | val_loss: 0.0311629 | Time: 1418.22 ms [2022-04-24 11:03:32 main:574] : INFO : Epoch 1661 | loss: 0.0311453 | val_loss: 0.0311633 | Time: 1407.8 ms [2022-04-24 11:03:34 main:574] : INFO : Epoch 1662 | loss: 0.0311447 | val_loss: 0.031162 | Time: 1431.87 ms [2022-04-24 11:03:35 main:574] : INFO : Epoch 1663 | loss: 0.0311435 | val_loss: 0.0311632 | Time: 1412.27 ms [2022-04-24 11:03:37 main:574] : INFO : Epoch 1664 | loss: 0.0311444 | val_loss: 0.0311636 | Time: 1415.51 ms [2022-04-24 11:03:38 main:574] : INFO : Epoch 1665 | loss: 0.031144 | val_loss: 0.0311641 | Time: 1423.09 ms [2022-04-24 11:03:39 main:574] : INFO : Epoch 1666 | loss: 0.0311453 | val_loss: 0.0311628 | Time: 1424.66 ms [2022-04-24 11:03:41 main:574] : INFO : Epoch 1667 | loss: 0.0311432 | val_loss: 0.0311617 | Time: 1394.16 ms [2022-04-24 11:03:42 main:574] : INFO : Epoch 1668 | loss: 0.031142 | val_loss: 0.0311621 | Time: 1417.46 ms [2022-04-24 11:03:44 main:574] : INFO : Epoch 1669 | loss: 0.0311422 | val_loss: 0.0311638 | Time: 1379.55 ms [2022-04-24 11:03:45 main:574] : INFO : Epoch 1670 | loss: 0.0311459 | val_loss: 0.0311634 | Time: 1414.98 ms [2022-04-24 11:03:47 main:574] : INFO : Epoch 1671 | loss: 0.0311429 | val_loss: 0.0311657 | Time: 1446.05 ms [2022-04-24 11:03:48 main:574] : INFO : Epoch 1672 | loss: 0.0311466 | val_loss: 0.0311646 | Time: 1392.37 ms [2022-04-24 11:03:49 main:574] : INFO : Epoch 1673 | loss: 0.0311488 | val_loss: 0.0311656 | Time: 1409.02 ms [2022-04-24 11:03:51 main:574] : INFO : Epoch 1674 | loss: 0.0311459 | val_loss: 0.0311617 | Time: 1390.46 ms [2022-04-24 11:03:52 main:574] : INFO : Epoch 1675 | loss: 0.031146 | val_loss: 0.0311626 | Time: 1402.59 ms [2022-04-24 11:03:54 main:574] : INFO : Epoch 1676 | loss: 0.0311435 | val_loss: 0.0311635 | Time: 1425.94 ms [2022-04-24 11:03:55 main:574] : INFO : Epoch 1677 | loss: 0.0311429 | val_loss: 0.0311618 | Time: 1415.82 ms [2022-04-24 11:03:56 main:574] : INFO : Epoch 1678 | loss: 0.0311421 | val_loss: 0.0311629 | Time: 1391.91 ms [2022-04-24 11:03:58 main:574] : INFO : Epoch 1679 | loss: 0.031142 | val_loss: 0.0311637 | Time: 1384.65 ms [2022-04-24 11:03:59 main:574] : INFO : Epoch 1680 | loss: 0.0311426 | val_loss: 0.0311622 | Time: 1432.72 ms [2022-04-24 11:04:01 main:574] : INFO : Epoch 1681 | loss: 0.0311417 | val_loss: 0.0311619 | Time: 1424.26 ms [2022-04-24 11:04:02 main:574] : INFO : Epoch 1682 | loss: 0.0311411 | val_loss: 0.0311669 | Time: 1391.11 ms [2022-04-24 11:04:04 main:574] : INFO : Epoch 1683 | loss: 0.0311414 | val_loss: 0.0311644 | Time: 1404.39 ms [2022-04-24 11:04:05 main:574] : INFO : Epoch 1684 | loss: 0.0311428 | val_loss: 0.0311623 | Time: 1444.59 ms [2022-04-24 11:04:06 main:574] : INFO : Epoch 1685 | loss: 0.0311406 | val_loss: 0.0311633 | Time: 1394.66 ms [2022-04-24 11:04:08 main:574] : INFO : Epoch 1686 | loss: 0.0311412 | val_loss: 0.0311618 | Time: 1399.96 ms [2022-04-24 11:04:09 main:574] : INFO : Epoch 1687 | loss: 0.0311408 | val_loss: 0.0311656 | Time: 1392.71 ms [2022-04-24 11:04:11 main:574] : INFO : Epoch 1688 | loss: 0.0311424 | val_loss: 0.0311643 | Time: 1411.67 ms [2022-04-24 11:04:12 main:574] : INFO : Epoch 1689 | loss: 0.031141 | val_loss: 0.0311637 | Time: 1407.17 ms [2022-04-24 11:04:13 main:574] : INFO : Epoch 1690 | loss: 0.0311395 | val_loss: 0.0311644 | Time: 1384.75 ms [2022-04-24 11:04:15 main:574] : INFO : Epoch 1691 | loss: 0.0311399 | val_loss: 0.0311635 | Time: 1403.1 ms [2022-04-24 11:04:16 main:574] : INFO : Epoch 1692 | loss: 0.0311402 | val_loss: 0.0311618 | Time: 1415.25 ms [2022-04-24 11:04:18 main:574] : INFO : Epoch 1693 | loss: 0.0311424 | val_loss: 0.0311701 | Time: 1397.24 ms [2022-04-24 11:04:19 main:574] : INFO : Epoch 1694 | loss: 0.0311438 | val_loss: 0.0311678 | Time: 1451.39 ms [2022-04-24 11:04:21 main:574] : INFO : Epoch 1695 | loss: 0.0311426 | val_loss: 0.0311657 | Time: 1379.54 ms [2022-04-24 11:04:22 main:574] : INFO : Epoch 1696 | loss: 0.0311411 | val_loss: 0.0311632 | Time: 1378.59 ms [2022-04-24 11:04:23 main:574] : INFO : Epoch 1697 | loss: 0.0311406 | val_loss: 0.0311631 | Time: 1402.11 ms [2022-04-24 11:04:25 main:574] : INFO : Epoch 1698 | loss: 0.031141 | val_loss: 0.0311636 | Time: 1410.79 ms [2022-04-24 11:04:26 main:574] : INFO : Epoch 1699 | loss: 0.0311412 | val_loss: 0.0311622 | Time: 1414.02 ms [2022-04-24 11:04:28 main:574] : INFO : Epoch 1700 | loss: 0.0311412 | val_loss: 0.0311659 | Time: 1368.68 ms [2022-04-24 11:04:29 main:574] : INFO : Epoch 1701 | loss: 0.0311414 | val_loss: 0.0311643 | Time: 1398.23 ms [2022-04-24 11:04:30 main:574] : INFO : Epoch 1702 | loss: 0.0311413 | val_loss: 0.0311614 | Time: 1428.7 ms [2022-04-24 11:04:32 main:574] : INFO : Epoch 1703 | loss: 0.0311406 | val_loss: 0.0311612 | Time: 1386.79 ms [2022-04-24 11:04:33 main:574] : INFO : Epoch 1704 | loss: 0.0311405 | val_loss: 0.0311638 | Time: 1414.43 ms [2022-04-24 11:04:35 main:574] : INFO : Epoch 1705 | loss: 0.031141 | val_loss: 0.031166 | Time: 1395.92 ms [2022-04-24 11:04:36 main:574] : INFO : Epoch 1706 | loss: 0.0311409 | val_loss: 0.0311624 | Time: 1398.25 ms [2022-04-24 11:04:37 main:574] : INFO : Epoch 1707 | loss: 0.0311443 | val_loss: 0.0311636 | Time: 1394.06 ms [2022-04-24 11:04:39 main:574] : INFO : Epoch 1708 | loss: 0.031145 | val_loss: 0.0311638 | Time: 1399.83 ms [2022-04-24 11:04:40 main:574] : INFO : Epoch 1709 | loss: 0.0311438 | val_loss: 0.031166 | Time: 1379.99 ms [2022-04-24 11:04:42 main:574] : INFO : Epoch 1710 | loss: 0.031145 | val_loss: 0.0311737 | Time: 1401.66 ms [2022-04-24 11:04:43 main:574] : INFO : Epoch 1711 | loss: 0.0311468 | val_loss: 0.0311712 | Time: 1426.02 ms [2022-04-24 11:04:45 main:574] : INFO : Epoch 1712 | loss: 0.0311479 | val_loss: 0.0311706 | Time: 1451.44 ms [2022-04-24 11:04:46 main:574] : INFO : Epoch 1713 | loss: 0.0311448 | val_loss: 0.0311626 | Time: 1464.73 ms [2022-04-24 11:04:48 main:574] : INFO : Epoch 1714 | loss: 0.0311407 | val_loss: 0.0311635 | Time: 1468.76 ms [2022-04-24 11:04:49 main:574] : INFO : Epoch 1715 | loss: 0.0311407 | val_loss: 0.0311648 | Time: 1383.98 ms [2022-04-24 11:04:50 main:574] : INFO : Epoch 1716 | loss: 0.0311412 | val_loss: 0.0311616 | Time: 1412.29 ms [2022-04-24 11:04:52 main:574] : INFO : Epoch 1717 | loss: 0.03114 | val_loss: 0.0311626 | Time: 1445.83 ms [2022-04-24 11:04:53 main:574] : INFO : Epoch 1718 | loss: 0.0311396 | val_loss: 0.0311634 | Time: 1385.54 ms [2022-04-24 11:04:55 main:574] : INFO : Epoch 1719 | loss: 0.0311406 | val_loss: 0.0311632 | Time: 1408.82 ms [2022-04-24 11:04:56 main:574] : INFO : Epoch 1720 | loss: 0.0311399 | val_loss: 0.0311626 | Time: 1402.6 ms [2022-04-24 11:04:57 main:574] : INFO : Epoch 1721 | loss: 0.0311397 | val_loss: 0.0311643 | Time: 1399.26 ms [2022-04-24 11:04:59 main:574] : INFO : Epoch 1722 | loss: 0.0311404 | val_loss: 0.0311657 | Time: 1420.43 ms [2022-04-24 11:05:00 main:574] : INFO : Epoch 1723 | loss: 0.0311406 | val_loss: 0.0311638 | Time: 1393.17 ms [2022-04-24 11:05:02 main:574] : INFO : Epoch 1724 | loss: 0.0311392 | val_loss: 0.0311629 | Time: 1413.94 ms [2022-04-24 11:05:03 main:574] : INFO : Epoch 1725 | loss: 0.0311381 | val_loss: 0.0311637 | Time: 1418.6 ms [2022-04-24 11:05:05 main:574] : INFO : Epoch 1726 | loss: 0.0311392 | val_loss: 0.0311612 | Time: 1430.21 ms [2022-04-24 11:05:06 main:574] : INFO : Epoch 1727 | loss: 0.0311399 | val_loss: 0.0311628 | Time: 1410.53 ms [2022-04-24 11:05:07 main:574] : INFO : Epoch 1728 | loss: 0.0311398 | val_loss: 0.0311676 | Time: 1389.49 ms [2022-04-24 11:05:09 main:574] : INFO : Epoch 1729 | loss: 0.0311408 | val_loss: 0.0311653 | Time: 1396.91 ms [2022-04-24 11:05:10 main:574] : INFO : Epoch 1730 | loss: 0.0311414 | val_loss: 0.0311623 | Time: 1394.41 ms [2022-04-24 11:05:12 main:574] : INFO : Epoch 1731 | loss: 0.0311388 | val_loss: 0.0311612 | Time: 1396.45 ms [2022-04-24 11:05:13 main:574] : INFO : Epoch 1732 | loss: 0.0311383 | val_loss: 0.0311632 | Time: 1366.83 ms [2022-04-24 11:05:14 main:574] : INFO : Epoch 1733 | loss: 0.0311376 | val_loss: 0.0311632 | Time: 1408.52 ms [2022-04-24 11:05:16 main:574] : INFO : Epoch 1734 | loss: 0.0311384 | val_loss: 0.0311663 | Time: 1393.81 ms [2022-04-24 11:05:17 main:574] : INFO : Epoch 1735 | loss: 0.0311385 | val_loss: 0.0311643 | Time: 1394.77 ms [2022-04-24 11:05:19 main:574] : INFO : Epoch 1736 | loss: 0.0311387 | val_loss: 0.0311656 | Time: 1418.42 ms [2022-04-24 11:05:20 main:574] : INFO : Epoch 1737 | loss: 0.0311397 | val_loss: 0.0311615 | Time: 1391.04 ms [2022-04-24 11:05:21 main:574] : INFO : Epoch 1738 | loss: 0.0311365 | val_loss: 0.0311642 | Time: 1395.61 ms [2022-04-24 11:05:23 main:574] : INFO : Epoch 1739 | loss: 0.0311374 | val_loss: 0.0311658 | Time: 1403.9 ms [2022-04-24 11:05:24 main:574] : INFO : Epoch 1740 | loss: 0.0311426 | val_loss: 0.0311649 | Time: 1453.34 ms [2022-04-24 11:05:26 main:574] : INFO : Epoch 1741 | loss: 0.0311422 | val_loss: 0.0311627 | Time: 1372.04 ms [2022-04-24 11:05:27 main:574] : INFO : Epoch 1742 | loss: 0.0311415 | val_loss: 0.0311642 | Time: 1399.71 ms [2022-04-24 11:05:29 main:574] : INFO : Epoch 1743 | loss: 0.0311419 | val_loss: 0.0311678 | Time: 1385.45 ms [2022-04-24 11:05:30 main:574] : INFO : Epoch 1744 | loss: 0.0311452 | val_loss: 0.0311651 | Time: 1442.3 ms [2022-04-24 11:05:31 main:574] : INFO : Epoch 1745 | loss: 0.0311428 | val_loss: 0.0311633 | Time: 1378.42 ms [2022-04-24 11:05:33 main:574] : INFO : Epoch 1746 | loss: 0.0311413 | val_loss: 0.0311636 | Time: 1427.63 ms [2022-04-24 11:05:34 main:574] : INFO : Epoch 1747 | loss: 0.0311404 | val_loss: 0.0311625 | Time: 1401.3 ms [2022-04-24 11:05:36 main:574] : INFO : Epoch 1748 | loss: 0.0311401 | val_loss: 0.0311626 | Time: 1434.14 ms [2022-04-24 11:05:37 main:574] : INFO : Epoch 1749 | loss: 0.0311396 | val_loss: 0.031165 | Time: 1402.81 ms [2022-04-24 11:05:39 main:574] : INFO : Epoch 1750 | loss: 0.0311448 | val_loss: 0.0311631 | Time: 1396.59 ms [2022-04-24 11:05:40 main:574] : INFO : Epoch 1751 | loss: 0.0311442 | val_loss: 0.031167 | Time: 1404.67 ms [2022-04-24 11:05:41 main:574] : INFO : Epoch 1752 | loss: 0.0311429 | val_loss: 0.031163 | Time: 1453.83 ms [2022-04-24 11:05:43 main:574] : INFO : Epoch 1753 | loss: 0.0311432 | val_loss: 0.0311627 | Time: 1407.97 ms [2022-04-24 11:05:44 main:574] : INFO : Epoch 1754 | loss: 0.0311434 | val_loss: 0.0311674 | Time: 1390.09 ms [2022-04-24 11:05:46 main:574] : INFO : Epoch 1755 | loss: 0.0311418 | val_loss: 0.0311634 | Time: 1449.63 ms [2022-04-24 11:05:47 main:574] : INFO : Epoch 1756 | loss: 0.0311444 | val_loss: 0.0311658 | Time: 1415.13 ms [2022-04-24 11:05:49 main:574] : INFO : Epoch 1757 | loss: 0.0311411 | val_loss: 0.0311632 | Time: 1412.71 ms [2022-04-24 11:05:50 main:574] : INFO : Epoch 1758 | loss: 0.0311392 | val_loss: 0.0311633 | Time: 1409.96 ms [2022-04-24 11:05:51 main:574] : INFO : Epoch 1759 | loss: 0.0311391 | val_loss: 0.0311622 | Time: 1386.95 ms [2022-04-24 11:05:53 main:574] : INFO : Epoch 1760 | loss: 0.031141 | val_loss: 0.0311655 | Time: 1401.68 ms [2022-04-24 11:05:54 main:574] : INFO : Epoch 1761 | loss: 0.0311401 | val_loss: 0.0311607 | Time: 1408.82 ms [2022-04-24 11:05:56 main:574] : INFO : Epoch 1762 | loss: 0.0311418 | val_loss: 0.031164 | Time: 1423.11 ms [2022-04-24 11:05:57 main:574] : INFO : Epoch 1763 | loss: 0.0311428 | val_loss: 0.0311631 | Time: 1413.45 ms [2022-04-24 11:05:59 main:574] : INFO : Epoch 1764 | loss: 0.0311439 | val_loss: 0.0311657 | Time: 1417.15 ms [2022-04-24 11:06:00 main:574] : INFO : Epoch 1765 | loss: 0.031144 | val_loss: 0.0311635 | Time: 1452.22 ms [2022-04-24 11:06:01 main:574] : INFO : Epoch 1766 | loss: 0.0311426 | val_loss: 0.0311619 | Time: 1394.95 ms [2022-04-24 11:06:03 main:574] : INFO : Epoch 1767 | loss: 0.0311412 | val_loss: 0.0311608 | Time: 1414.68 ms [2022-04-24 11:06:04 main:574] : INFO : Epoch 1768 | loss: 0.0311411 | val_loss: 0.0311635 | Time: 1381.48 ms [2022-04-24 11:06:06 main:574] : INFO : Epoch 1769 | loss: 0.0311426 | val_loss: 0.0311631 | Time: 1393.32 ms [2022-04-24 11:06:07 main:574] : INFO : Epoch 1770 | loss: 0.0311401 | val_loss: 0.0311635 | Time: 1433.08 ms [2022-04-24 11:06:08 main:574] : INFO : Epoch 1771 | loss: 0.031143 | val_loss: 0.0311637 | Time: 1416.2 ms [2022-04-24 11:06:10 main:574] : INFO : Epoch 1772 | loss: 0.0311438 | val_loss: 0.0311649 | Time: 1407.64 ms [2022-04-24 11:06:11 main:574] : INFO : Epoch 1773 | loss: 0.0311474 | val_loss: 0.0311679 | Time: 1396.77 ms [2022-04-24 11:06:13 main:574] : INFO : Epoch 1774 | loss: 0.0311499 | val_loss: 0.0311693 | Time: 1404.33 ms [2022-04-24 11:06:14 main:574] : INFO : Epoch 1775 | loss: 0.0311451 | val_loss: 0.0311632 | Time: 1420.86 ms [2022-04-24 11:06:16 main:574] : INFO : Epoch 1776 | loss: 0.0311463 | val_loss: 0.0311645 | Time: 1442.28 ms [2022-04-24 11:06:17 main:574] : INFO : Epoch 1777 | loss: 0.0311499 | val_loss: 0.031171 | Time: 1381.07 ms [2022-04-24 11:06:18 main:574] : INFO : Epoch 1778 | loss: 0.0311454 | val_loss: 0.0311668 | Time: 1423.23 ms [2022-04-24 11:06:20 main:574] : INFO : Epoch 1779 | loss: 0.0311435 | val_loss: 0.0311607 | Time: 1408.98 ms [2022-04-24 11:06:21 main:574] : INFO : Epoch 1780 | loss: 0.0311439 | val_loss: 0.0311672 | Time: 1382.44 ms [2022-04-24 11:06:23 main:574] : INFO : Epoch 1781 | loss: 0.0311452 | val_loss: 0.0311672 | Time: 1410.12 ms [2022-04-24 11:06:24 main:574] : INFO : Epoch 1782 | loss: 0.0311442 | val_loss: 0.0311623 | Time: 1404.32 ms [2022-04-24 11:06:25 main:574] : INFO : Epoch 1783 | loss: 0.0311421 | val_loss: 0.0311596 | Time: 1414.95 ms [2022-04-24 11:06:27 main:574] : INFO : Epoch 1784 | loss: 0.0311409 | val_loss: 0.0311629 | Time: 1423.31 ms [2022-04-24 11:06:28 main:574] : INFO : Epoch 1785 | loss: 0.0311442 | val_loss: 0.0311674 | Time: 1393.53 ms [2022-04-24 11:06:30 main:574] : INFO : Epoch 1786 | loss: 0.0311542 | val_loss: 0.0312319 | Time: 1402.09 ms [2022-04-24 11:06:31 main:574] : INFO : Epoch 1787 | loss: 0.0341815 | val_loss: 0.0343957 | Time: 1401.21 ms [2022-04-24 11:06:33 main:574] : INFO : Epoch 1788 | loss: 0.0361626 | val_loss: 0.0332307 | Time: 1377.43 ms [2022-04-24 11:06:34 main:574] : INFO : Epoch 1789 | loss: 0.0319205 | val_loss: 0.0314921 | Time: 1388.04 ms [2022-04-24 11:06:35 main:574] : INFO : Epoch 1790 | loss: 0.0313485 | val_loss: 0.0312941 | Time: 1404.14 ms [2022-04-24 11:06:37 main:574] : INFO : Epoch 1791 | loss: 0.031265 | val_loss: 0.0312491 | Time: 1452.49 ms [2022-04-24 11:06:38 main:574] : INFO : Epoch 1792 | loss: 0.0312473 | val_loss: 0.0312437 | Time: 1410.92 ms [2022-04-24 11:06:40 main:574] : INFO : Epoch 1793 | loss: 0.0312398 | val_loss: 0.0312371 | Time: 1385.81 ms [2022-04-24 11:06:41 main:574] : INFO : Epoch 1794 | loss: 0.0312334 | val_loss: 0.0312305 | Time: 1377.51 ms [2022-04-24 11:06:43 main:574] : INFO : Epoch 1795 | loss: 0.0312236 | val_loss: 0.0312192 | Time: 1387.22 ms [2022-04-24 11:06:44 main:574] : INFO : Epoch 1796 | loss: 0.0312119 | val_loss: 0.0312077 | Time: 1411.65 ms [2022-04-24 11:06:45 main:574] : INFO : Epoch 1797 | loss: 0.0311984 | val_loss: 0.0311902 | Time: 1406.3 ms [2022-04-24 11:06:47 main:574] : INFO : Epoch 1798 | loss: 0.0311863 | val_loss: 0.031184 | Time: 1437.55 ms [2022-04-24 11:06:48 main:574] : INFO : Epoch 1799 | loss: 0.0311824 | val_loss: 0.0311832 | Time: 1414.42 ms [2022-04-24 11:06:50 main:574] : INFO : Epoch 1800 | loss: 0.0311809 | val_loss: 0.0311823 | Time: 1411.29 ms [2022-04-24 11:06:51 main:574] : INFO : Epoch 1801 | loss: 0.0311784 | val_loss: 0.0311828 | Time: 1428.39 ms [2022-04-24 11:06:52 main:574] : INFO : Epoch 1802 | loss: 0.0311787 | val_loss: 0.0311814 | Time: 1386.13 ms [2022-04-24 11:06:54 main:574] : INFO : Epoch 1803 | loss: 0.0311779 | val_loss: 0.03118 | Time: 1411.2 ms [2022-04-24 11:06:55 main:574] : INFO : Epoch 1804 | loss: 0.0311757 | val_loss: 0.0311795 | Time: 1371.3 ms [2022-04-24 11:06:57 main:574] : INFO : Epoch 1805 | loss: 0.0311735 | val_loss: 0.0311838 | Time: 1411.88 ms [2022-04-24 11:06:58 main:574] : INFO : Epoch 1806 | loss: 0.0311735 | val_loss: 0.0311786 | Time: 1397.47 ms [2022-04-24 11:07:00 main:574] : INFO : Epoch 1807 | loss: 0.0311724 | val_loss: 0.0311801 | Time: 1387.39 ms [2022-04-24 11:07:01 main:574] : INFO : Epoch 1808 | loss: 0.0311709 | val_loss: 0.0311788 | Time: 1361.03 ms [2022-04-24 11:07:02 main:574] : INFO : Epoch 1809 | loss: 0.0311697 | val_loss: 0.0311799 | Time: 1409.28 ms [2022-04-24 11:07:04 main:574] : INFO : Epoch 1810 | loss: 0.0311688 | val_loss: 0.0311798 | Time: 1447.25 ms [2022-04-24 11:07:05 main:574] : INFO : Epoch 1811 | loss: 0.0311682 | val_loss: 0.0311774 | Time: 1463.37 ms [2022-04-24 11:07:07 main:574] : INFO : Epoch 1812 | loss: 0.03117 | val_loss: 0.0311784 | Time: 1435.33 ms [2022-04-24 11:07:08 main:574] : INFO : Epoch 1813 | loss: 0.0311699 | val_loss: 0.0311761 | Time: 1430.82 ms [2022-04-24 11:07:10 main:574] : INFO : Epoch 1814 | loss: 0.031167 | val_loss: 0.0311745 | Time: 1402.66 ms [2022-04-24 11:07:11 main:574] : INFO : Epoch 1815 | loss: 0.0311662 | val_loss: 0.0311736 | Time: 1422.99 ms [2022-04-24 11:07:12 main:574] : INFO : Epoch 1816 | loss: 0.0311651 | val_loss: 0.0311722 | Time: 1388.09 ms [2022-04-24 11:07:14 main:574] : INFO : Epoch 1817 | loss: 0.0311649 | val_loss: 0.031175 | Time: 1372.2 ms [2022-04-24 11:07:15 main:574] : INFO : Epoch 1818 | loss: 0.0311654 | val_loss: 0.0311719 | Time: 1399.27 ms [2022-04-24 11:07:17 main:574] : INFO : Epoch 1819 | loss: 0.0311639 | val_loss: 0.0311748 | Time: 1382.3 ms [2022-04-24 11:07:18 main:574] : INFO : Epoch 1820 | loss: 0.0311643 | val_loss: 0.0311758 | Time: 1422.45 ms [2022-04-24 11:07:19 main:574] : INFO : Epoch 1821 | loss: 0.0311636 | val_loss: 0.031173 | Time: 1409.01 ms [2022-04-24 11:07:21 main:574] : INFO : Epoch 1822 | loss: 0.0311636 | val_loss: 0.0311719 | Time: 1430.11 ms [2022-04-24 11:07:22 main:574] : INFO : Epoch 1823 | loss: 0.0311632 | val_loss: 0.0311732 | Time: 1407.73 ms [2022-04-24 11:07:24 main:574] : INFO : Epoch 1824 | loss: 0.0311616 | val_loss: 0.0311721 | Time: 1423.03 ms [2022-04-24 11:07:25 main:574] : INFO : Epoch 1825 | loss: 0.0311611 | val_loss: 0.0311745 | Time: 1407.4 ms [2022-04-24 11:07:26 main:574] : INFO : Epoch 1826 | loss: 0.0311622 | val_loss: 0.0311741 | Time: 1381.3 ms [2022-04-24 11:07:28 main:574] : INFO : Epoch 1827 | loss: 0.0311616 | val_loss: 0.0311718 | Time: 1398.15 ms [2022-04-24 11:07:29 main:574] : INFO : Epoch 1828 | loss: 0.0311606 | val_loss: 0.0311717 | Time: 1398.35 ms [2022-04-24 11:07:31 main:574] : INFO : Epoch 1829 | loss: 0.0311605 | val_loss: 0.0311723 | Time: 1421.35 ms [2022-04-24 11:07:32 main:574] : INFO : Epoch 1830 | loss: 0.0311595 | val_loss: 0.031171 | Time: 1379.74 ms [2022-04-24 11:07:33 main:574] : INFO : Epoch 1831 | loss: 0.0311597 | val_loss: 0.0311713 | Time: 1380.57 ms [2022-04-24 11:07:35 main:574] : INFO : Epoch 1832 | loss: 0.031159 | val_loss: 0.0311712 | Time: 1391.62 ms [2022-04-24 11:07:36 main:574] : INFO : Epoch 1833 | loss: 0.0311583 | val_loss: 0.0311703 | Time: 1381.52 ms [2022-04-24 11:07:38 main:574] : INFO : Epoch 1834 | loss: 0.031157 | val_loss: 0.0311702 | Time: 1402.87 ms [2022-04-24 11:07:39 main:574] : INFO : Epoch 1835 | loss: 0.0311572 | val_loss: 0.0311697 | Time: 1392.11 ms [2022-04-24 11:07:41 main:574] : INFO : Epoch 1836 | loss: 0.0311565 | val_loss: 0.0311692 | Time: 1374.74 ms [2022-04-24 11:07:42 main:574] : INFO : Epoch 1837 | loss: 0.0311561 | val_loss: 0.031169 | Time: 1402.23 ms [2022-04-24 11:07:43 main:574] : INFO : Epoch 1838 | loss: 0.0311547 | val_loss: 0.031166 | Time: 1397.1 ms [2022-04-24 11:07:45 main:574] : INFO : Epoch 1839 | loss: 0.0311545 | val_loss: 0.0311674 | Time: 1382.2 ms [2022-04-24 11:07:46 main:574] : INFO : Epoch 1840 | loss: 0.0311541 | val_loss: 0.0311697 | Time: 1436.51 ms [2022-04-24 11:07:48 main:574] : INFO : Epoch 1841 | loss: 0.0311545 | val_loss: 0.0311663 | Time: 1438.73 ms [2022-04-24 11:07:49 main:574] : INFO : Epoch 1842 | loss: 0.0311566 | val_loss: 0.0311665 | Time: 1377.45 ms [2022-04-24 11:07:50 main:574] : INFO : Epoch 1843 | loss: 0.0311569 | val_loss: 0.0311691 | Time: 1386.25 ms [2022-04-24 11:07:52 main:574] : INFO : Epoch 1844 | loss: 0.0311567 | val_loss: 0.0311671 | Time: 1388.09 ms [2022-04-24 11:07:53 main:574] : INFO : Epoch 1845 | loss: 0.0311565 | val_loss: 0.0311674 | Time: 1380.97 ms [2022-04-24 11:07:55 main:574] : INFO : Epoch 1846 | loss: 0.0311573 | val_loss: 0.0311699 | Time: 1405.46 ms [2022-04-24 11:07:56 main:574] : INFO : Epoch 1847 | loss: 0.0311572 | val_loss: 0.0311683 | Time: 1418.01 ms [2022-04-24 11:07:57 main:574] : INFO : Epoch 1848 | loss: 0.0311562 | val_loss: 0.0311679 | Time: 1403.07 ms [2022-04-24 11:07:59 main:574] : INFO : Epoch 1849 | loss: 0.031155 | val_loss: 0.0311666 | Time: 1427.75 ms [2022-04-24 11:08:00 main:574] : INFO : Epoch 1850 | loss: 0.0311548 | val_loss: 0.0311679 | Time: 1399.34 ms [2022-04-24 11:08:02 main:574] : INFO : Epoch 1851 | loss: 0.0311543 | val_loss: 0.0311647 | Time: 1407.93 ms [2022-04-24 11:08:03 main:574] : INFO : Epoch 1852 | loss: 0.0311555 | val_loss: 0.0311649 | Time: 1395.88 ms [2022-04-24 11:08:05 main:574] : INFO : Epoch 1853 | loss: 0.0311551 | val_loss: 0.0311661 | Time: 1361.14 ms [2022-04-24 11:08:06 main:574] : INFO : Epoch 1854 | loss: 0.0311538 | val_loss: 0.0311657 | Time: 1375.99 ms [2022-04-24 11:08:07 main:574] : INFO : Epoch 1855 | loss: 0.0311535 | val_loss: 0.0311656 | Time: 1415.34 ms [2022-04-24 11:08:09 main:574] : INFO : Epoch 1856 | loss: 0.0311541 | val_loss: 0.0311661 | Time: 1392.19 ms [2022-04-24 11:08:10 main:574] : INFO : Epoch 1857 | loss: 0.0311547 | val_loss: 0.0311668 | Time: 1377.33 ms [2022-04-24 11:08:12 main:574] : INFO : Epoch 1858 | loss: 0.0311559 | val_loss: 0.031169 | Time: 1388.28 ms [2022-04-24 11:08:13 main:574] : INFO : Epoch 1859 | loss: 0.0311564 | val_loss: 0.031166 | Time: 1387.38 ms [2022-04-24 11:08:14 main:574] : INFO : Epoch 1860 | loss: 0.0311545 | val_loss: 0.0311641 | Time: 1401.56 ms [2022-04-24 11:08:16 main:574] : INFO : Epoch 1861 | loss: 0.0311541 | val_loss: 0.0311645 | Time: 1385.58 ms [2022-04-24 11:08:17 main:574] : INFO : Epoch 1862 | loss: 0.0311541 | val_loss: 0.0311676 | Time: 1392.55 ms [2022-04-24 11:08:19 main:574] : INFO : Epoch 1863 | loss: 0.031157 | val_loss: 0.0311648 | Time: 1419.94 ms [2022-04-24 11:08:20 main:574] : INFO : Epoch 1864 | loss: 0.0311577 | val_loss: 0.0311619 | Time: 1388.32 ms [2022-04-24 11:08:21 main:574] : INFO : Epoch 1865 | loss: 0.0311605 | val_loss: 0.0311626 | Time: 1401.38 ms [2022-04-24 11:08:23 main:574] : INFO : Epoch 1866 | loss: 0.0311585 | val_loss: 0.0311608 | Time: 1416.77 ms [2022-04-24 11:08:24 main:574] : INFO : Epoch 1867 | loss: 0.0311565 | val_loss: 0.0311617 | Time: 1372.53 ms [2022-04-24 11:08:26 main:574] : INFO : Epoch 1868 | loss: 0.0311545 | val_loss: 0.0311625 | Time: 1407.3 ms [2022-04-24 11:08:27 main:574] : INFO : Epoch 1869 | loss: 0.0311552 | val_loss: 0.0311593 | Time: 1388.2 ms [2022-04-24 11:08:28 main:574] : INFO : Epoch 1870 | loss: 0.0311569 | val_loss: 0.0311612 | Time: 1403.51 ms [2022-04-24 11:08:30 main:574] : INFO : Epoch 1871 | loss: 0.0311572 | val_loss: 0.0311621 | Time: 1394.95 ms [2022-04-24 11:08:31 main:574] : INFO : Epoch 1872 | loss: 0.031156 | val_loss: 0.0311594 | Time: 1426.08 ms [2022-04-24 11:08:33 main:574] : INFO : Epoch 1873 | loss: 0.0311565 | val_loss: 0.0311625 | Time: 1424.79 ms [2022-04-24 11:08:34 main:574] : INFO : Epoch 1874 | loss: 0.0311581 | val_loss: 0.0311624 | Time: 1415.17 ms [2022-04-24 11:08:36 main:574] : INFO : Epoch 1875 | loss: 0.0311575 | val_loss: 0.0311626 | Time: 1404.09 ms [2022-04-24 11:08:37 main:574] : INFO : Epoch 1876 | loss: 0.0311566 | val_loss: 0.0311618 | Time: 1367.48 ms [2022-04-24 11:08:38 main:574] : INFO : Epoch 1877 | loss: 0.0311563 | val_loss: 0.0311634 | Time: 1428.11 ms [2022-04-24 11:08:40 main:574] : INFO : Epoch 1878 | loss: 0.0311574 | val_loss: 0.0311616 | Time: 1380.87 ms [2022-04-24 11:08:41 main:574] : INFO : Epoch 1879 | loss: 0.031156 | val_loss: 0.0311638 | Time: 1365.09 ms [2022-04-24 11:08:43 main:574] : INFO : Epoch 1880 | loss: 0.0311562 | val_loss: 0.0311625 | Time: 1410.4 ms [2022-04-24 11:08:44 main:574] : INFO : Epoch 1881 | loss: 0.0311548 | val_loss: 0.0311625 | Time: 1406.73 ms [2022-04-24 11:08:45 main:574] : INFO : Epoch 1882 | loss: 0.0311539 | val_loss: 0.0311604 | Time: 1428.47 ms [2022-04-24 11:08:47 main:574] : INFO : Epoch 1883 | loss: 0.0311544 | val_loss: 0.0311621 | Time: 1402.83 ms [2022-04-24 11:08:48 main:574] : INFO : Epoch 1884 | loss: 0.0311542 | val_loss: 0.0311592 | Time: 1441.26 ms [2022-04-24 11:08:50 main:574] : INFO : Epoch 1885 | loss: 0.0311543 | val_loss: 0.0311614 | Time: 1414.7 ms [2022-04-24 11:08:51 main:574] : INFO : Epoch 1886 | loss: 0.0311544 | val_loss: 0.031162 | Time: 1447.42 ms [2022-04-24 11:08:53 main:574] : INFO : Epoch 1887 | loss: 0.0311566 | val_loss: 0.0311612 | Time: 1374.67 ms [2022-04-24 11:08:54 main:574] : INFO : Epoch 1888 | loss: 0.0311565 | val_loss: 0.0311632 | Time: 1391.75 ms [2022-04-24 11:08:55 main:574] : INFO : Epoch 1889 | loss: 0.0311554 | val_loss: 0.0311625 | Time: 1420.87 ms [2022-04-24 11:08:57 main:574] : INFO : Epoch 1890 | loss: 0.0311543 | val_loss: 0.031159 | Time: 1378.62 ms [2022-04-24 11:08:58 main:574] : INFO : Epoch 1891 | loss: 0.0311533 | val_loss: 0.0311589 | Time: 1395.09 ms [2022-04-24 11:09:00 main:574] : INFO : Epoch 1892 | loss: 0.0311519 | val_loss: 0.0311591 | Time: 1416.14 ms [2022-04-24 11:09:01 main:574] : INFO : Epoch 1893 | loss: 0.0311521 | val_loss: 0.0311615 | Time: 1410.01 ms [2022-04-24 11:09:02 main:574] : INFO : Epoch 1894 | loss: 0.0311525 | val_loss: 0.0311596 | Time: 1377.68 ms [2022-04-24 11:09:04 main:574] : INFO : Epoch 1895 | loss: 0.0311524 | val_loss: 0.0311599 | Time: 1395.83 ms [2022-04-24 11:09:05 main:574] : INFO : Epoch 1896 | loss: 0.0311521 | val_loss: 0.0311621 | Time: 1386.48 ms [2022-04-24 11:09:07 main:574] : INFO : Epoch 1897 | loss: 0.031152 | val_loss: 0.031159 | Time: 1425.64 ms [2022-04-24 11:09:08 main:574] : INFO : Epoch 1898 | loss: 0.0311514 | val_loss: 0.031159 | Time: 1399.03 ms [2022-04-24 11:09:09 main:574] : INFO : Epoch 1899 | loss: 0.0311513 | val_loss: 0.0311582 | Time: 1391.03 ms [2022-04-24 11:09:11 main:574] : INFO : Epoch 1900 | loss: 0.0311501 | val_loss: 0.0311587 | Time: 1410.57 ms [2022-04-24 11:09:12 main:574] : INFO : Epoch 1901 | loss: 0.0311509 | val_loss: 0.031159 | Time: 1409.33 ms [2022-04-24 11:09:14 main:574] : INFO : Epoch 1902 | loss: 0.0311508 | val_loss: 0.0311589 | Time: 1401.67 ms [2022-04-24 11:09:15 main:574] : INFO : Epoch 1903 | loss: 0.0311506 | val_loss: 0.0311606 | Time: 1431.83 ms [2022-04-24 11:09:17 main:574] : INFO : Epoch 1904 | loss: 0.0311518 | val_loss: 0.031159 | Time: 1383.16 ms [2022-04-24 11:09:18 main:574] : INFO : Epoch 1905 | loss: 0.0311514 | val_loss: 0.0311587 | Time: 1379.71 ms [2022-04-24 11:09:19 main:574] : INFO : Epoch 1906 | loss: 0.0311526 | val_loss: 0.0311591 | Time: 1442.22 ms [2022-04-24 11:09:21 main:574] : INFO : Epoch 1907 | loss: 0.0311518 | val_loss: 0.03116 | Time: 1398.16 ms [2022-04-24 11:09:22 main:574] : INFO : Epoch 1908 | loss: 0.0311528 | val_loss: 0.0311599 | Time: 1415.59 ms [2022-04-24 11:09:24 main:574] : INFO : Epoch 1909 | loss: 0.0311527 | val_loss: 0.0311579 | Time: 1392.02 ms [2022-04-24 11:09:25 main:574] : INFO : Epoch 1910 | loss: 0.03115 | val_loss: 0.0311584 | Time: 1397.26 ms [2022-04-24 11:09:26 main:574] : INFO : Epoch 1911 | loss: 0.0311505 | val_loss: 0.0311594 | Time: 1405.8 ms [2022-04-24 11:09:28 main:574] : INFO : Epoch 1912 | loss: 0.0311504 | val_loss: 0.0311615 | Time: 1412.41 ms [2022-04-24 11:09:29 main:574] : INFO : Epoch 1913 | loss: 0.0311515 | val_loss: 0.0311614 | Time: 1387.53 ms [2022-04-24 11:09:31 main:574] : INFO : Epoch 1914 | loss: 0.0311505 | val_loss: 0.0311593 | Time: 1507.94 ms [2022-04-24 11:09:32 main:574] : INFO : Epoch 1915 | loss: 0.0311492 | val_loss: 0.0311596 | Time: 1549.17 ms [2022-04-24 11:09:34 main:574] : INFO : Epoch 1916 | loss: 0.0311499 | val_loss: 0.03116 | Time: 1459.97 ms [2022-04-24 11:09:35 main:574] : INFO : Epoch 1917 | loss: 0.0311483 | val_loss: 0.0311595 | Time: 1431.19 ms [2022-04-24 11:09:37 main:574] : INFO : Epoch 1918 | loss: 0.0311496 | val_loss: 0.0311619 | Time: 1440.32 ms [2022-04-24 11:09:38 main:574] : INFO : Epoch 1919 | loss: 0.03115 | val_loss: 0.0311631 | Time: 1450.24 ms [2022-04-24 11:09:40 main:574] : INFO : Epoch 1920 | loss: 0.0311497 | val_loss: 0.0311596 | Time: 1439.57 ms [2022-04-24 11:09:41 main:574] : INFO : Epoch 1921 | loss: 0.0311489 | val_loss: 0.0311607 | Time: 1444.22 ms [2022-04-24 11:09:43 main:574] : INFO : Epoch 1922 | loss: 0.0311505 | val_loss: 0.0311651 | Time: 1426.07 ms [2022-04-24 11:09:44 main:574] : INFO : Epoch 1923 | loss: 0.0311507 | val_loss: 0.0311594 | Time: 1433.15 ms [2022-04-24 11:09:45 main:574] : INFO : Epoch 1924 | loss: 0.031149 | val_loss: 0.0311636 | Time: 1493.91 ms [2022-04-24 11:09:47 main:574] : INFO : Epoch 1925 | loss: 0.0311498 | val_loss: 0.0311611 | Time: 1487.87 ms [2022-04-24 11:09:48 main:574] : INFO : Epoch 1926 | loss: 0.0311487 | val_loss: 0.0311631 | Time: 1408.93 ms [2022-04-24 11:09:50 main:574] : INFO : Epoch 1927 | loss: 0.0311488 | val_loss: 0.0311662 | Time: 1471.75 ms [2022-04-24 11:09:51 main:574] : INFO : Epoch 1928 | loss: 0.0311514 | val_loss: 0.0311622 | Time: 1433.86 ms [2022-04-24 11:09:53 main:574] : INFO : Epoch 1929 | loss: 0.0311491 | val_loss: 0.0311618 | Time: 1449.03 ms [2022-04-24 11:09:54 main:574] : INFO : Epoch 1930 | loss: 0.0311482 | val_loss: 0.0311624 | Time: 1398.85 ms [2022-04-24 11:09:56 main:574] : INFO : Epoch 1931 | loss: 0.0311461 | val_loss: 0.0311599 | Time: 1429.12 ms [2022-04-24 11:09:57 main:574] : INFO : Epoch 1932 | loss: 0.0311457 | val_loss: 0.0311627 | Time: 1451.19 ms [2022-04-24 11:09:59 main:574] : INFO : Epoch 1933 | loss: 0.0311452 | val_loss: 0.0311621 | Time: 1412.54 ms [2022-04-24 11:10:00 main:574] : INFO : Epoch 1934 | loss: 0.0311464 | val_loss: 0.0311628 | Time: 1418.74 ms [2022-04-24 11:10:01 main:574] : INFO : Epoch 1935 | loss: 0.0311474 | val_loss: 0.0311612 | Time: 1420.46 ms [2022-04-24 11:10:03 main:574] : INFO : Epoch 1936 | loss: 0.0311496 | val_loss: 0.0311685 | Time: 1384.09 ms [2022-04-24 11:10:04 main:574] : INFO : Epoch 1937 | loss: 0.031149 | val_loss: 0.0311625 | Time: 1436.24 ms [2022-04-24 11:10:06 main:574] : INFO : Epoch 1938 | loss: 0.0311456 | val_loss: 0.0311625 | Time: 1430.54 ms [2022-04-24 11:10:07 main:574] : INFO : Epoch 1939 | loss: 0.0311459 | val_loss: 0.0311628 | Time: 1449.92 ms [2022-04-24 11:10:09 main:574] : INFO : Epoch 1940 | loss: 0.031149 | val_loss: 0.0311674 | Time: 1418.95 ms [2022-04-24 11:10:10 main:574] : INFO : Epoch 1941 | loss: 0.0311483 | val_loss: 0.0311689 | Time: 1426.94 ms [2022-04-24 11:10:11 main:574] : INFO : Epoch 1942 | loss: 0.0311478 | val_loss: 0.0311615 | Time: 1472.45 ms [2022-04-24 11:10:13 main:574] : INFO : Epoch 1943 | loss: 0.0311469 | val_loss: 0.0311619 | Time: 1396.51 ms [2022-04-24 11:10:14 main:574] : INFO : Epoch 1944 | loss: 0.0311466 | val_loss: 0.0311598 | Time: 1426 ms [2022-04-24 11:10:16 main:574] : INFO : Epoch 1945 | loss: 0.0311453 | val_loss: 0.0311637 | Time: 1421.96 ms [2022-04-24 11:10:17 main:574] : INFO : Epoch 1946 | loss: 0.0311461 | val_loss: 0.0311638 | Time: 1422.72 ms [2022-04-24 11:10:19 main:574] : INFO : Epoch 1947 | loss: 0.0311464 | val_loss: 0.0311639 | Time: 1386.22 ms [2022-04-24 11:10:20 main:574] : INFO : Epoch 1948 | loss: 0.0311461 | val_loss: 0.0311637 | Time: 1440.96 ms [2022-04-24 11:10:21 main:574] : INFO : Epoch 1949 | loss: 0.0311465 | val_loss: 0.031166 | Time: 1439.75 ms [2022-04-24 11:10:23 main:574] : INFO : Epoch 1950 | loss: 0.0311448 | val_loss: 0.031161 | Time: 1405.65 ms [2022-04-24 11:10:24 main:574] : INFO : Epoch 1951 | loss: 0.0311445 | val_loss: 0.031162 | Time: 1395.36 ms [2022-04-24 11:10:26 main:574] : INFO : Epoch 1952 | loss: 0.0311449 | val_loss: 0.0311606 | Time: 1400.02 ms [2022-04-24 11:10:27 main:574] : INFO : Epoch 1953 | loss: 0.0311444 | val_loss: 0.0311604 | Time: 1416.13 ms [2022-04-24 11:10:29 main:574] : INFO : Epoch 1954 | loss: 0.0311445 | val_loss: 0.0311612 | Time: 1404.87 ms [2022-04-24 11:10:30 main:574] : INFO : Epoch 1955 | loss: 0.031146 | val_loss: 0.031163 | Time: 1423.71 ms [2022-04-24 11:10:31 main:574] : INFO : Epoch 1956 | loss: 0.0311475 | val_loss: 0.0311633 | Time: 1426.39 ms [2022-04-24 11:10:33 main:574] : INFO : Epoch 1957 | loss: 0.0311474 | val_loss: 0.0311656 | Time: 1411.63 ms [2022-04-24 11:10:34 main:574] : INFO : Epoch 1958 | loss: 0.0311457 | val_loss: 0.0311646 | Time: 1420.01 ms [2022-04-24 11:10:36 main:574] : INFO : Epoch 1959 | loss: 0.0311436 | val_loss: 0.0311596 | Time: 1425.63 ms [2022-04-24 11:10:37 main:574] : INFO : Epoch 1960 | loss: 0.0311468 | val_loss: 0.0311628 | Time: 1415.71 ms [2022-04-24 11:10:39 main:574] : INFO : Epoch 1961 | loss: 0.0311467 | val_loss: 0.031161 | Time: 1358.97 ms [2022-04-24 11:10:40 main:574] : INFO : Epoch 1962 | loss: 0.0311449 | val_loss: 0.0311618 | Time: 1405.8 ms [2022-04-24 11:10:41 main:574] : INFO : Epoch 1963 | loss: 0.0311437 | val_loss: 0.0311629 | Time: 1420.66 ms [2022-04-24 11:10:43 main:574] : INFO : Epoch 1964 | loss: 0.0311447 | val_loss: 0.0311635 | Time: 1408.3 ms [2022-04-24 11:10:44 main:574] : INFO : Epoch 1965 | loss: 0.031143 | val_loss: 0.0311601 | Time: 1421.43 ms [2022-04-24 11:10:46 main:574] : INFO : Epoch 1966 | loss: 0.0311436 | val_loss: 0.0311614 | Time: 1487.76 ms [2022-04-24 11:10:47 main:574] : INFO : Epoch 1967 | loss: 0.0311474 | val_loss: 0.031161 | Time: 1478.99 ms [2022-04-24 11:10:49 main:574] : INFO : Epoch 1968 | loss: 0.0311444 | val_loss: 0.0311609 | Time: 1404.5 ms [2022-04-24 11:10:50 main:574] : INFO : Epoch 1969 | loss: 0.0311452 | val_loss: 0.0311597 | Time: 1413.3 ms [2022-04-24 11:10:52 main:574] : INFO : Epoch 1970 | loss: 0.0311442 | val_loss: 0.0311595 | Time: 1471.36 ms [2022-04-24 11:10:53 main:574] : INFO : Epoch 1971 | loss: 0.0311443 | val_loss: 0.0311647 | Time: 1457.54 ms [2022-04-24 11:10:54 main:574] : INFO : Epoch 1972 | loss: 0.0311448 | val_loss: 0.031163 | Time: 1400.85 ms [2022-04-24 11:10:56 main:574] : INFO : Epoch 1973 | loss: 0.0311459 | val_loss: 0.0311612 | Time: 1399.12 ms [2022-04-24 11:10:57 main:574] : INFO : Epoch 1974 | loss: 0.0311453 | val_loss: 0.0311611 | Time: 1397.99 ms [2022-04-24 11:10:59 main:574] : INFO : Epoch 1975 | loss: 0.0311455 | val_loss: 0.0311594 | Time: 1375.54 ms [2022-04-24 11:11:00 main:574] : INFO : Epoch 1976 | loss: 0.0311449 | val_loss: 0.0311608 | Time: 1374.06 ms [2022-04-24 11:11:02 main:574] : INFO : Epoch 1977 | loss: 0.0311446 | val_loss: 0.0311588 | Time: 1484.42 ms [2022-04-24 11:11:03 main:574] : INFO : Epoch 1978 | loss: 0.031145 | val_loss: 0.031161 | Time: 1470.97 ms [2022-04-24 11:11:05 main:574] : INFO : Epoch 1979 | loss: 0.0311451 | val_loss: 0.0311656 | Time: 1486 ms [2022-04-24 11:11:06 main:574] : INFO : Epoch 1980 | loss: 0.0311439 | val_loss: 0.0311604 | Time: 1448.91 ms [2022-04-24 11:11:07 main:574] : INFO : Epoch 1981 | loss: 0.0311427 | val_loss: 0.0311634 | Time: 1471.54 ms [2022-04-24 11:11:09 main:574] : INFO : Epoch 1982 | loss: 0.0311442 | val_loss: 0.0311609 | Time: 1452.01 ms [2022-04-24 11:11:10 main:574] : INFO : Epoch 1983 | loss: 0.0311432 | val_loss: 0.0311653 | Time: 1424.99 ms [2022-04-24 11:11:12 main:574] : INFO : Epoch 1984 | loss: 0.0311448 | val_loss: 0.0311644 | Time: 1470.88 ms [2022-04-24 11:11:13 main:574] : INFO : Epoch 1985 | loss: 0.0311439 | val_loss: 0.0311644 | Time: 1456.96 ms [2022-04-24 11:11:15 main:574] : INFO : Epoch 1986 | loss: 0.0311444 | val_loss: 0.0311649 | Time: 1428.47 ms [2022-04-24 11:11:16 main:574] : INFO : Epoch 1987 | loss: 0.0311418 | val_loss: 0.0311684 | Time: 1442.18 ms [2022-04-24 11:11:18 main:574] : INFO : Epoch 1988 | loss: 0.0311442 | val_loss: 0.0311667 | Time: 1434.87 ms [2022-04-24 11:11:19 main:574] : INFO : Epoch 1989 | loss: 0.0311438 | val_loss: 0.0311645 | Time: 1480.6 ms [2022-04-24 11:11:21 main:574] : INFO : Epoch 1990 | loss: 0.0311426 | val_loss: 0.0311639 | Time: 1439.24 ms [2022-04-24 11:11:22 main:574] : INFO : Epoch 1991 | loss: 0.0311449 | val_loss: 0.0311655 | Time: 1437.02 ms [2022-04-24 11:11:23 main:574] : INFO : Epoch 1992 | loss: 0.0311464 | val_loss: 0.0311619 | Time: 1441.67 ms [2022-04-24 11:11:25 main:574] : INFO : Epoch 1993 | loss: 0.0311448 | val_loss: 0.0311622 | Time: 1446.28 ms [2022-04-24 11:11:26 main:574] : INFO : Epoch 1994 | loss: 0.0311421 | val_loss: 0.0311649 | Time: 1438.31 ms [2022-04-24 11:11:28 main:574] : INFO : Epoch 1995 | loss: 0.0311427 | val_loss: 0.0311642 | Time: 1437.97 ms [2022-04-24 11:11:29 main:574] : INFO : Epoch 1996 | loss: 0.0311437 | val_loss: 0.0311635 | Time: 1443.84 ms [2022-04-24 11:11:31 main:574] : INFO : Epoch 1997 | loss: 0.0311425 | val_loss: 0.0311737 | Time: 1443.69 ms [2022-04-24 11:11:32 main:574] : INFO : Epoch 1998 | loss: 0.0311445 | val_loss: 0.0311639 | Time: 1467.14 ms [2022-04-24 11:11:34 main:574] : INFO : Epoch 1999 | loss: 0.0311442 | val_loss: 0.031164 | Time: 1436.78 ms [2022-04-24 11:11:35 main:574] : INFO : Epoch 2000 | loss: 0.0311415 | val_loss: 0.0311662 | Time: 1413.1 ms [2022-04-24 11:11:37 main:574] : INFO : Epoch 2001 | loss: 0.0311424 | val_loss: 0.0311685 | Time: 1448 ms [2022-04-24 11:11:38 main:574] : INFO : Epoch 2002 | loss: 0.0311418 | val_loss: 0.0311642 | Time: 1452.26 ms [2022-04-24 11:11:39 main:574] : INFO : Epoch 2003 | loss: 0.0311406 | val_loss: 0.0311647 | Time: 1462.79 ms [2022-04-24 11:11:41 main:574] : INFO : Epoch 2004 | loss: 0.0311421 | val_loss: 0.031168 | Time: 1424.5 ms [2022-04-24 11:11:42 main:574] : INFO : Epoch 2005 | loss: 0.0311418 | val_loss: 0.031166 | Time: 1435.09 ms [2022-04-24 11:11:44 main:574] : INFO : Epoch 2006 | loss: 0.031143 | val_loss: 0.0311656 | Time: 1442.58 ms [2022-04-24 11:11:45 main:574] : INFO : Epoch 2007 | loss: 0.0311418 | val_loss: 0.0311691 | Time: 1468.05 ms [2022-04-24 11:11:47 main:574] : INFO : Epoch 2008 | loss: 0.0311453 | val_loss: 0.0311806 | Time: 1430.9 ms [2022-04-24 11:11:48 main:574] : INFO : Epoch 2009 | loss: 0.0311475 | val_loss: 0.031168 | Time: 1464.17 ms [2022-04-24 11:11:50 main:574] : INFO : Epoch 2010 | loss: 0.0311418 | val_loss: 0.0311645 | Time: 1433.61 ms [2022-04-24 11:11:51 main:574] : INFO : Epoch 2011 | loss: 0.0311422 | val_loss: 0.0311669 | Time: 1432.79 ms [2022-04-24 11:11:52 main:574] : INFO : Epoch 2012 | loss: 0.0311429 | val_loss: 0.0311654 | Time: 1389.78 ms [2022-04-24 11:11:54 main:574] : INFO : Epoch 2013 | loss: 0.0311448 | val_loss: 0.0311697 | Time: 1422.34 ms [2022-04-24 11:11:55 main:574] : INFO : Epoch 2014 | loss: 0.0311467 | val_loss: 0.0311653 | Time: 1446.89 ms [2022-04-24 11:11:57 main:574] : INFO : Epoch 2015 | loss: 0.0311446 | val_loss: 0.0311666 | Time: 1402.62 ms [2022-04-24 11:11:58 main:574] : INFO : Epoch 2016 | loss: 0.0311422 | val_loss: 0.0311666 | Time: 1434.33 ms [2022-04-24 11:12:00 main:574] : INFO : Epoch 2017 | loss: 0.0311429 | val_loss: 0.0311687 | Time: 1447.66 ms [2022-04-24 11:12:01 main:574] : INFO : Epoch 2018 | loss: 0.0311429 | val_loss: 0.0311672 | Time: 1434.16 ms [2022-04-24 11:12:03 main:574] : INFO : Epoch 2019 | loss: 0.0311435 | val_loss: 0.0311702 | Time: 1413 ms [2022-04-24 11:12:04 main:574] : INFO : Epoch 2020 | loss: 0.0311448 | val_loss: 0.0311675 | Time: 1446.34 ms [2022-04-24 11:12:05 main:574] : INFO : Epoch 2021 | loss: 0.0311444 | val_loss: 0.0311642 | Time: 1415.71 ms [2022-04-24 11:12:07 main:574] : INFO : Epoch 2022 | loss: 0.0311431 | val_loss: 0.0311659 | Time: 1461.94 ms [2022-04-24 11:12:08 main:574] : INFO : Epoch 2023 | loss: 0.0311487 | val_loss: 0.0311651 | Time: 1384.71 ms [2022-04-24 11:12:10 main:574] : INFO : Epoch 2024 | loss: 0.0311511 | val_loss: 0.0311703 | Time: 1425.02 ms [2022-04-24 11:12:11 main:574] : INFO : Epoch 2025 | loss: 0.0311535 | val_loss: 0.031169 | Time: 1462.63 ms [2022-04-24 11:12:13 main:574] : INFO : Epoch 2026 | loss: 0.0311521 | val_loss: 0.031166 | Time: 1436.89 ms [2022-04-24 11:12:14 main:574] : INFO : Epoch 2027 | loss: 0.0311515 | val_loss: 0.0311656 | Time: 1417.73 ms [2022-04-24 11:12:16 main:574] : INFO : Epoch 2028 | loss: 0.0311491 | val_loss: 0.0311635 | Time: 1458.67 ms [2022-04-24 11:12:17 main:574] : INFO : Epoch 2029 | loss: 0.0311469 | val_loss: 0.0311652 | Time: 1416.42 ms [2022-04-24 11:12:18 main:574] : INFO : Epoch 2030 | loss: 0.031148 | val_loss: 0.0311643 | Time: 1404.39 ms [2022-04-24 11:12:20 main:574] : INFO : Epoch 2031 | loss: 0.0311496 | val_loss: 0.0311622 | Time: 1455.37 ms [2022-04-24 11:12:21 main:574] : INFO : Epoch 2032 | loss: 0.0311489 | val_loss: 0.0311659 | Time: 1425.99 ms [2022-04-24 11:12:23 main:574] : INFO : Epoch 2033 | loss: 0.0311494 | val_loss: 0.0311634 | Time: 1374.44 ms [2022-04-24 11:12:24 main:574] : INFO : Epoch 2034 | loss: 0.0311474 | val_loss: 0.0311663 | Time: 1444.89 ms [2022-04-24 11:12:26 main:574] : INFO : Epoch 2035 | loss: 0.0311494 | val_loss: 0.0311702 | Time: 1438.92 ms [2022-04-24 11:12:27 main:574] : INFO : Epoch 2036 | loss: 0.0311528 | val_loss: 0.0311718 | Time: 1424.31 ms [2022-04-24 11:12:29 main:574] : INFO : Epoch 2037 | loss: 0.0311525 | val_loss: 0.0311661 | Time: 1407.48 ms [2022-04-24 11:12:30 main:574] : INFO : Epoch 2038 | loss: 0.0311522 | val_loss: 0.0311737 | Time: 1422.04 ms [2022-04-24 11:12:31 main:574] : INFO : Epoch 2039 | loss: 0.0311587 | val_loss: 0.0311764 | Time: 1442.5 ms [2022-04-24 11:12:33 main:574] : INFO : Epoch 2040 | loss: 0.0311559 | val_loss: 0.0311735 | Time: 1441.29 ms [2022-04-24 11:12:34 main:574] : INFO : Epoch 2041 | loss: 0.0311558 | val_loss: 0.0311718 | Time: 1412.19 ms [2022-04-24 11:12:36 main:574] : INFO : Epoch 2042 | loss: 0.0311529 | val_loss: 0.031173 | Time: 1424.35 ms [2022-04-24 11:12:37 main:574] : INFO : Epoch 2043 | loss: 0.0311522 | val_loss: 0.0311702 | Time: 1389.8 ms [2022-04-24 11:12:39 main:574] : INFO : Epoch 2044 | loss: 0.0311519 | val_loss: 0.0311669 | Time: 1383.77 ms [2022-04-24 11:12:40 main:574] : INFO : Epoch 2045 | loss: 0.0311502 | val_loss: 0.0311652 | Time: 1457.25 ms [2022-04-24 11:12:41 main:574] : INFO : Epoch 2046 | loss: 0.0311483 | val_loss: 0.0311633 | Time: 1474.02 ms [2022-04-24 11:12:43 main:574] : INFO : Epoch 2047 | loss: 0.0311485 | val_loss: 0.0311652 | Time: 1419.42 ms [2022-04-24 11:12:44 main:574] : INFO : Epoch 2048 | loss: 0.0311482 | val_loss: 0.0311647 | Time: 1406.7 ms [2022-04-24 11:12:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311647 [2022-04-24 11:12:44 main:603] : INFO : Saving end state to config to file [2022-04-24 11:12:44 main:608] : INFO : Success, exiting.. 11:12:44 (38432): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)