Task 9238550
| Name | ParityModified-1636177539-9927-3-0_0 |
| Workunit | 6670997 |
| Created | 28 Nov 2021, 11:24:53 UTC |
| Sent | 4 Dec 2021, 11:00:00 UTC |
| Report deadline | 12 Dec 2021, 11:00:00 UTC |
| Received | 4 Dec 2021, 13:52:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16800 |
| Run time | 1 hours 30 min 50 sec |
| CPU time | 1 hours 30 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,249.12 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.59 GB |
| Peak swap size | 4.38 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: 0.031156 | val_loss: 0.0311727 | Time: 1388.28 ms
[2021-12-04 12:41:08 main:574] : INFO : Epoch 1543 | loss: 0.0311562 | val_loss: 0.03117 | Time: 1354.8 ms
[2021-12-04 12:41:10 main:574] : INFO : Epoch 1544 | loss: 0.0311573 | val_loss: 0.0311724 | Time: 1398.68 ms
[2021-12-04 12:41:11 main:574] : INFO : Epoch 1545 | loss: 0.0311565 | val_loss: 0.0311696 | Time: 1398.37 ms
[2021-12-04 12:41:13 main:574] : INFO : Epoch 1546 | loss: 0.0311545 | val_loss: 0.0311724 | Time: 1352.73 ms
[2021-12-04 12:41:14 main:574] : INFO : Epoch 1547 | loss: 0.0311549 | val_loss: 0.0311726 | Time: 1382.55 ms
[2021-12-04 12:41:15 main:574] : INFO : Epoch 1548 | loss: 0.0311553 | val_loss: 0.0311718 | Time: 1369.18 ms
[2021-12-04 12:41:17 main:574] : INFO : Epoch 1549 | loss: 0.0311542 | val_loss: 0.0311696 | Time: 1370.34 ms
[2021-12-04 12:41:18 main:574] : INFO : Epoch 1550 | loss: 0.0311524 | val_loss: 0.0311695 | Time: 1355.82 ms
[2021-12-04 12:41:20 main:574] : INFO : Epoch 1551 | loss: 0.0311532 | val_loss: 0.0311688 | Time: 1406 ms
[2021-12-04 12:41:21 main:574] : INFO : Epoch 1552 | loss: 0.0311564 | val_loss: 0.0311712 | Time: 1397.14 ms
[2021-12-04 12:41:22 main:574] : INFO : Epoch 1553 | loss: 0.0311571 | val_loss: 0.031173 | Time: 1363.78 ms
[2021-12-04 12:41:24 main:574] : INFO : Epoch 1554 | loss: 0.0311569 | val_loss: 0.0311752 | Time: 1408.93 ms
[2021-12-04 12:41:25 main:574] : INFO : Epoch 1555 | loss: 0.0311562 | val_loss: 0.0311705 | Time: 1372.26 ms
[2021-12-04 12:41:26 main:574] : INFO : Epoch 1556 | loss: 0.0311535 | val_loss: 0.0311695 | Time: 1352.98 ms
[2021-12-04 12:41:28 main:574] : INFO : Epoch 1557 | loss: 0.0311527 | val_loss: 0.031169 | Time: 1363.33 ms
[2021-12-04 12:41:29 main:574] : INFO : Epoch 1558 | loss: 0.0311519 | val_loss: 0.0311675 | Time: 1376.75 ms
[2021-12-04 12:41:31 main:574] : INFO : Epoch 1559 | loss: 0.0311547 | val_loss: 0.0311697 | Time: 1357.39 ms
[2021-12-04 12:41:32 main:574] : INFO : Epoch 1560 | loss: 0.0311542 | val_loss: 0.0311682 | Time: 1366.03 ms
[2021-12-04 12:41:33 main:574] : INFO : Epoch 1561 | loss: 0.0311531 | val_loss: 0.0311682 | Time: 1330.19 ms
[2021-12-04 12:41:35 main:574] : INFO : Epoch 1562 | loss: 0.0311545 | val_loss: 0.031168 | Time: 1339.08 ms
[2021-12-04 12:41:36 main:574] : INFO : Epoch 1563 | loss: 0.0311543 | val_loss: 0.031171 | Time: 1378.78 ms
[2021-12-04 12:41:37 main:574] : INFO : Epoch 1564 | loss: 0.0311569 | val_loss: 0.0311717 | Time: 1350.72 ms
[2021-12-04 12:41:39 main:574] : INFO : Epoch 1565 | loss: 0.0311569 | val_loss: 0.0311725 | Time: 1381.63 ms
[2021-12-04 12:41:40 main:574] : INFO : Epoch 1566 | loss: 0.0311571 | val_loss: 0.0311709 | Time: 1354.59 ms
[2021-12-04 12:41:41 main:574] : INFO : Epoch 1567 | loss: 0.0311585 | val_loss: 0.0311719 | Time: 1348.92 ms
[2021-12-04 12:41:43 main:574] : INFO : Epoch 1568 | loss: 0.0311582 | val_loss: 0.0311677 | Time: 1365.74 ms
[2021-12-04 12:41:44 main:574] : INFO : Epoch 1569 | loss: 0.0311571 | val_loss: 0.0311688 | Time: 1341.67 ms
[2021-12-04 12:41:46 main:574] : INFO : Epoch 1570 | loss: 0.0311575 | val_loss: 0.0311742 | Time: 1347.81 ms
[2021-12-04 12:41:47 main:574] : INFO : Epoch 1571 | loss: 0.0311598 | val_loss: 0.0311705 | Time: 1370.26 ms
[2021-12-04 12:41:48 main:574] : INFO : Epoch 1572 | loss: 0.0311583 | val_loss: 0.0311736 | Time: 1363.39 ms
[2021-12-04 12:41:50 main:574] : INFO : Epoch 1573 | loss: 0.0311603 | val_loss: 0.0311723 | Time: 1368.61 ms
[2021-12-04 12:41:51 main:574] : INFO : Epoch 1574 | loss: 0.0311595 | val_loss: 0.0311687 | Time: 1369.11 ms
[2021-12-04 12:41:52 main:574] : INFO : Epoch 1575 | loss: 0.0311618 | val_loss: 0.0311853 | Time: 1380.52 ms
[2021-12-04 12:41:54 main:574] : INFO : Epoch 1576 | loss: 0.0311595 | val_loss: 0.0311705 | Time: 1381.24 ms
[2021-12-04 12:41:55 main:574] : INFO : Epoch 1577 | loss: 0.0311582 | val_loss: 0.0311688 | Time: 1361.35 ms
[2021-12-04 12:41:57 main:574] : INFO : Epoch 1578 | loss: 0.0311551 | val_loss: 0.0311685 | Time: 1395.07 ms
[2021-12-04 12:41:58 main:574] : INFO : Epoch 1579 | loss: 0.0311546 | val_loss: 0.031168 | Time: 1361.13 ms
[2021-12-04 12:41:59 main:574] : INFO : Epoch 1580 | loss: 0.0311544 | val_loss: 0.0311693 | Time: 1404 ms
[2021-12-04 12:42:01 main:574] : INFO : Epoch 1581 | loss: 0.0311553 | val_loss: 0.0311718 | Time: 1363.77 ms
[2021-12-04 12:42:02 main:574] : INFO : Epoch 1582 | loss: 0.0311559 | val_loss: 0.0311677 | Time: 1400.65 ms
[2021-12-04 12:42:04 main:574] : INFO : Epoch 1583 | loss: 0.0311547 | val_loss: 0.0311706 | Time: 1402.97 ms
[2021-12-04 12:42:05 main:574] : INFO : Epoch 1584 | loss: 0.0311542 | val_loss: 0.031168 | Time: 1383.99 ms
[2021-12-04 12:42:06 main:574] : INFO : Epoch 1585 | loss: 0.0311533 | val_loss: 0.0311705 | Time: 1333.3 ms
[2021-12-04 12:42:08 main:574] : INFO : Epoch 1586 | loss: 0.0311551 | val_loss: 0.0311699 | Time: 1347.37 ms
[2021-12-04 12:42:09 main:574] : INFO : Epoch 1587 | loss: 0.0311558 | val_loss: 0.0311748 | Time: 1334.18 ms
[2021-12-04 12:42:10 main:574] : INFO : Epoch 1588 | loss: 0.0311573 | val_loss: 0.0311704 | Time: 1357.91 ms
[2021-12-04 12:42:12 main:574] : INFO : Epoch 1589 | loss: 0.0311549 | val_loss: 0.0311711 | Time: 1367.83 ms
[2021-12-04 12:42:13 main:574] : INFO : Epoch 1590 | loss: 0.031155 | val_loss: 0.031171 | Time: 1373.5 ms
[2021-12-04 12:42:15 main:574] : INFO : Epoch 1591 | loss: 0.0311558 | val_loss: 0.031169 | Time: 1428.31 ms
[2021-12-04 12:42:16 main:574] : INFO : Epoch 1592 | loss: 0.0311594 | val_loss: 0.0311728 | Time: 1413.62 ms
[2021-12-04 12:42:17 main:574] : INFO : Epoch 1593 | loss: 0.0311569 | val_loss: 0.0311708 | Time: 1386.7 ms
[2021-12-04 12:42:19 main:574] : INFO : Epoch 1594 | loss: 0.0311567 | val_loss: 0.031171 | Time: 1320.14 ms
[2021-12-04 12:42:20 main:574] : INFO : Epoch 1595 | loss: 0.0311575 | val_loss: 0.0311712 | Time: 1355.23 ms
[2021-12-04 12:42:21 main:574] : INFO : Epoch 1596 | loss: 0.0311611 | val_loss: 0.0311729 | Time: 1338.75 ms
[2021-12-04 12:42:23 main:574] : INFO : Epoch 1597 | loss: 0.0311606 | val_loss: 0.0311702 | Time: 1362.48 ms
[2021-12-04 12:42:24 main:574] : INFO : Epoch 1598 | loss: 0.0311599 | val_loss: 0.0311733 | Time: 1391.56 ms
[2021-12-04 12:42:26 main:574] : INFO : Epoch 1599 | loss: 0.0311586 | val_loss: 0.0311728 | Time: 1342.34 ms
[2021-12-04 12:42:27 main:574] : INFO : Epoch 1600 | loss: 0.0311574 | val_loss: 0.0311706 | Time: 1385.7 ms
[2021-12-04 12:42:28 main:574] : INFO : Epoch 1601 | loss: 0.0311565 | val_loss: 0.0311725 | Time: 1394.22 ms
[2021-12-04 12:42:30 main:574] : INFO : Epoch 1602 | loss: 0.0311548 | val_loss: 0.0311713 | Time: 1341.08 ms
[2021-12-04 12:42:31 main:574] : INFO : Epoch 1603 | loss: 0.0311558 | val_loss: 0.0311717 | Time: 1366.85 ms
[2021-12-04 12:42:32 main:574] : INFO : Epoch 1604 | loss: 0.0311539 | val_loss: 0.031171 | Time: 1371.02 ms
[2021-12-04 12:42:34 main:574] : INFO : Epoch 1605 | loss: 0.0311544 | val_loss: 0.0311711 | Time: 1343.66 ms
[2021-12-04 12:42:35 main:574] : INFO : Epoch 1606 | loss: 0.0311536 | val_loss: 0.0311719 | Time: 1365.84 ms
[2021-12-04 12:42:36 main:574] : INFO : Epoch 1607 | loss: 0.0311538 | val_loss: 0.0311711 | Time: 1371.43 ms
[2021-12-04 12:42:38 main:574] : INFO : Epoch 1608 | loss: 0.031154 | val_loss: 0.031171 | Time: 1359.17 ms
[2021-12-04 12:42:39 main:574] : INFO : Epoch 1609 | loss: 0.0311518 | val_loss: 0.0311729 | Time: 1364.58 ms
[2021-12-04 12:42:41 main:574] : INFO : Epoch 1610 | loss: 0.0311514 | val_loss: 0.0311705 | Time: 1345.01 ms
[2021-12-04 12:42:42 main:574] : INFO : Epoch 1611 | loss: 0.0311524 | val_loss: 0.0311717 | Time: 1360.86 ms
[2021-12-04 12:42:43 main:574] : INFO : Epoch 1612 | loss: 0.0311562 | val_loss: 0.0311712 | Time: 1376.15 ms
[2021-12-04 12:42:45 main:574] : INFO : Epoch 1613 | loss: 0.0311579 | val_loss: 0.0311729 | Time: 1332.93 ms
[2021-12-04 12:42:46 main:574] : INFO : Epoch 1614 | loss: 0.0311575 | val_loss: 0.03117 | Time: 1370.07 ms
[2021-12-04 12:42:47 main:574] : INFO : Epoch 1615 | loss: 0.0311552 | val_loss: 0.0311716 | Time: 1355 ms
[2021-12-04 12:42:49 main:574] : INFO : Epoch 1616 | loss: 0.0311736 | val_loss: 0.0311833 | Time: 1372.2 ms
[2021-12-04 12:42:50 main:574] : INFO : Epoch 1617 | loss: 0.0311725 | val_loss: 0.0311767 | Time: 1356.73 ms
[2021-12-04 12:42:52 main:574] : INFO : Epoch 1618 | loss: 0.0311633 | val_loss: 0.0311718 | Time: 1358.47 ms
[2021-12-04 12:42:53 main:574] : INFO : Epoch 1619 | loss: 0.0311611 | val_loss: 0.0311694 | Time: 1394.74 ms
[2021-12-04 12:42:54 main:574] : INFO : Epoch 1620 | loss: 0.0311617 | val_loss: 0.0311697 | Time: 1391.13 ms
[2021-12-04 12:42:56 main:574] : INFO : Epoch 1621 | loss: 0.031159 | val_loss: 0.0311717 | Time: 1342.4 ms
[2021-12-04 12:42:57 main:574] : INFO : Epoch 1622 | loss: 0.0311573 | val_loss: 0.0311677 | Time: 1385.19 ms
[2021-12-04 12:42:58 main:574] : INFO : Epoch 1623 | loss: 0.0311579 | val_loss: 0.0311678 | Time: 1369.44 ms
[2021-12-04 12:43:00 main:574] : INFO : Epoch 1624 | loss: 0.0311598 | val_loss: 0.0311722 | Time: 1347.64 ms
[2021-12-04 12:43:01 main:574] : INFO : Epoch 1625 | loss: 0.0311582 | val_loss: 0.0311788 | Time: 1400.98 ms
[2021-12-04 12:43:03 main:574] : INFO : Epoch 1626 | loss: 0.0311572 | val_loss: 0.0311703 | Time: 1390.4 ms
[2021-12-04 12:43:04 main:574] : INFO : Epoch 1627 | loss: 0.0311569 | val_loss: 0.0311696 | Time: 1364.76 ms
[2021-12-04 12:43:05 main:574] : INFO : Epoch 1628 | loss: 0.0311597 | val_loss: 0.0311678 | Time: 1344.99 ms
[2021-12-04 12:43:07 main:574] : INFO : Epoch 1629 | loss: 0.0311596 | val_loss: 0.0311718 | Time: 1380.73 ms
[2021-12-04 12:43:08 main:574] : INFO : Epoch 1630 | loss: 0.0311607 | val_loss: 0.0311726 | Time: 1368.74 ms
[2021-12-04 12:43:09 main:574] : INFO : Epoch 1631 | loss: 0.0311603 | val_loss: 0.0311774 | Time: 1321.73 ms
[2021-12-04 12:43:11 main:574] : INFO : Epoch 1632 | loss: 0.0311609 | val_loss: 0.0311722 | Time: 1333.71 ms
[2021-12-04 12:43:12 main:574] : INFO : Epoch 1633 | loss: 0.0311609 | val_loss: 0.0311721 | Time: 1377.48 ms
[2021-12-04 12:43:13 main:574] : INFO : Epoch 1634 | loss: 0.0311599 | val_loss: 0.0311677 | Time: 1353.37 ms
[2021-12-04 12:43:15 main:574] : INFO : Epoch 1635 | loss: 0.0311555 | val_loss: 0.0311685 | Time: 1343.99 ms
[2021-12-04 12:43:16 main:574] : INFO : Epoch 1636 | loss: 0.0311538 | val_loss: 0.031173 | Time: 1362.86 ms
[2021-12-04 12:43:18 main:574] : INFO : Epoch 1637 | loss: 0.0311565 | val_loss: 0.0311697 | Time: 1364.79 ms
[2021-12-04 12:43:19 main:574] : INFO : Epoch 1638 | loss: 0.0311552 | val_loss: 0.0311695 | Time: 1374.68 ms
[2021-12-04 12:43:20 main:574] : INFO : Epoch 1639 | loss: 0.0311536 | val_loss: 0.0311683 | Time: 1360.57 ms
[2021-12-04 12:43:22 main:574] : INFO : Epoch 1640 | loss: 0.0311545 | val_loss: 0.0311731 | Time: 1346.25 ms
[2021-12-04 12:43:23 main:574] : INFO : Epoch 1641 | loss: 0.0311526 | val_loss: 0.0311687 | Time: 1372.5 ms
[2021-12-04 12:43:24 main:574] : INFO : Epoch 1642 | loss: 0.0311507 | val_loss: 0.0311694 | Time: 1390.3 ms
[2021-12-04 12:43:26 main:574] : INFO : Epoch 1643 | loss: 0.0311535 | val_loss: 0.0311744 | Time: 1361.43 ms
[2021-12-04 12:43:27 main:574] : INFO : Epoch 1644 | loss: 0.0311528 | val_loss: 0.0311668 | Time: 1353.91 ms
[2021-12-04 12:43:29 main:574] : INFO : Epoch 1645 | loss: 0.0311523 | val_loss: 0.031167 | Time: 1339.87 ms
[2021-12-04 12:43:30 main:574] : INFO : Epoch 1646 | loss: 0.0311521 | val_loss: 0.0311701 | Time: 1339.01 ms
[2021-12-04 12:43:31 main:574] : INFO : Epoch 1647 | loss: 0.0311519 | val_loss: 0.031169 | Time: 1380.24 ms
[2021-12-04 12:43:33 main:574] : INFO : Epoch 1648 | loss: 0.0311563 | val_loss: 0.0311714 | Time: 1336.64 ms
[2021-12-04 12:43:34 main:574] : INFO : Epoch 1649 | loss: 0.0311566 | val_loss: 0.0311693 | Time: 1361.75 ms
[2021-12-04 12:43:35 main:574] : INFO : Epoch 1650 | loss: 0.0311581 | val_loss: 0.0311709 | Time: 1337.84 ms
[2021-12-04 12:43:37 main:574] : INFO : Epoch 1651 | loss: 0.0311548 | val_loss: 0.0311692 | Time: 1366.25 ms
[2021-12-04 12:43:38 main:574] : INFO : Epoch 1652 | loss: 0.0311514 | val_loss: 0.0311673 | Time: 1366.13 ms
[2021-12-04 12:43:39 main:574] : INFO : Epoch 1653 | loss: 0.0311522 | val_loss: 0.0311712 | Time: 1369.58 ms
[2021-12-04 12:43:41 main:574] : INFO : Epoch 1654 | loss: 0.0311531 | val_loss: 0.0311697 | Time: 1350.76 ms
[2021-12-04 12:43:42 main:574] : INFO : Epoch 1655 | loss: 0.0311559 | val_loss: 0.0311736 | Time: 1349.04 ms
[2021-12-04 12:43:43 main:574] : INFO : Epoch 1656 | loss: 0.0311549 | val_loss: 0.0311776 | Time: 1344.24 ms
[2021-12-04 12:43:45 main:574] : INFO : Epoch 1657 | loss: 0.0311519 | val_loss: 0.03117 | Time: 1343.92 ms
[2021-12-04 12:43:46 main:574] : INFO : Epoch 1658 | loss: 0.0311503 | val_loss: 0.0311695 | Time: 1333.01 ms
[2021-12-04 12:43:48 main:574] : INFO : Epoch 1659 | loss: 0.0311513 | val_loss: 0.0311676 | Time: 1355.48 ms
[2021-12-04 12:43:49 main:574] : INFO : Epoch 1660 | loss: 0.0311495 | val_loss: 0.0311678 | Time: 1353.78 ms
[2021-12-04 12:43:50 main:574] : INFO : Epoch 1661 | loss: 0.0311488 | val_loss: 0.0311713 | Time: 1353.3 ms
[2021-12-04 12:43:52 main:574] : INFO : Epoch 1662 | loss: 0.0311492 | val_loss: 0.0311687 | Time: 1334.94 ms
[2021-12-04 12:43:53 main:574] : INFO : Epoch 1663 | loss: 0.0311489 | val_loss: 0.03117 | Time: 1378.54 ms
[2021-12-04 12:43:54 main:574] : INFO : Epoch 1664 | loss: 0.0311483 | val_loss: 0.0311707 | Time: 1368.35 ms
[2021-12-04 12:43:56 main:574] : INFO : Epoch 1665 | loss: 0.0311475 | val_loss: 0.0311715 | Time: 1370.19 ms
[2021-12-04 12:43:57 main:574] : INFO : Epoch 1666 | loss: 0.0311483 | val_loss: 0.0311697 | Time: 1376.7 ms
[2021-12-04 12:43:58 main:574] : INFO : Epoch 1667 | loss: 0.0311481 | val_loss: 0.0311739 | Time: 1369.14 ms
[2021-12-04 12:44:00 main:574] : INFO : Epoch 1668 | loss: 0.0311496 | val_loss: 0.0311693 | Time: 1359.01 ms
[2021-12-04 12:44:01 main:574] : INFO : Epoch 1669 | loss: 0.0311501 | val_loss: 0.0311717 | Time: 1367.43 ms
[2021-12-04 12:44:03 main:574] : INFO : Epoch 1670 | loss: 0.0311482 | val_loss: 0.0311696 | Time: 1361.81 ms
[2021-12-04 12:44:04 main:574] : INFO : Epoch 1671 | loss: 0.0311468 | val_loss: 0.0311704 | Time: 1362 ms
[2021-12-04 12:44:05 main:574] : INFO : Epoch 1672 | loss: 0.0311466 | val_loss: 0.0311725 | Time: 1398.13 ms
[2021-12-04 12:44:07 main:574] : INFO : Epoch 1673 | loss: 0.0311469 | val_loss: 0.0311696 | Time: 1347.44 ms
[2021-12-04 12:44:08 main:574] : INFO : Epoch 1674 | loss: 0.0311466 | val_loss: 0.0311729 | Time: 1367.53 ms
[2021-12-04 12:44:09 main:574] : INFO : Epoch 1675 | loss: 0.0311502 | val_loss: 0.0311761 | Time: 1385.62 ms
[2021-12-04 12:44:11 main:574] : INFO : Epoch 1676 | loss: 0.0311469 | val_loss: 0.0311714 | Time: 1337.5 ms
[2021-12-04 12:44:12 main:574] : INFO : Epoch 1677 | loss: 0.0311504 | val_loss: 0.031169 | Time: 1339.67 ms
[2021-12-04 12:44:14 main:574] : INFO : Epoch 1678 | loss: 0.0311579 | val_loss: 0.0311752 | Time: 1375.03 ms
[2021-12-04 12:44:15 main:574] : INFO : Epoch 1679 | loss: 0.0311619 | val_loss: 0.0311744 | Time: 1345.54 ms
[2021-12-04 12:44:16 main:574] : INFO : Epoch 1680 | loss: 0.0311619 | val_loss: 0.0311705 | Time: 1364.12 ms
[2021-12-04 12:44:18 main:574] : INFO : Epoch 1681 | loss: 0.0311617 | val_loss: 0.0311722 | Time: 1332.44 ms
[2021-12-04 12:44:19 main:574] : INFO : Epoch 1682 | loss: 0.0311608 | val_loss: 0.031172 | Time: 1354.7 ms
[2021-12-04 12:44:20 main:574] : INFO : Epoch 1683 | loss: 0.0311622 | val_loss: 0.0311731 | Time: 1359.67 ms
[2021-12-04 12:44:22 main:574] : INFO : Epoch 1684 | loss: 0.0311679 | val_loss: 0.0311706 | Time: 1356.1 ms
[2021-12-04 12:44:23 main:574] : INFO : Epoch 1685 | loss: 0.0311673 | val_loss: 0.031169 | Time: 1389.11 ms
[2021-12-04 12:44:24 main:574] : INFO : Epoch 1686 | loss: 0.0311668 | val_loss: 0.0311682 | Time: 1334.6 ms
[2021-12-04 12:44:26 main:574] : INFO : Epoch 1687 | loss: 0.0311653 | val_loss: 0.031167 | Time: 1346.68 ms
[2021-12-04 12:44:27 main:574] : INFO : Epoch 1688 | loss: 0.0311635 | val_loss: 0.0311675 | Time: 1397.67 ms
[2021-12-04 12:44:29 main:574] : INFO : Epoch 1689 | loss: 0.0311621 | val_loss: 0.0311657 | Time: 1360.22 ms
[2021-12-04 12:44:30 main:574] : INFO : Epoch 1690 | loss: 0.0311597 | val_loss: 0.0311655 | Time: 1378.3 ms
[2021-12-04 12:44:31 main:574] : INFO : Epoch 1691 | loss: 0.0311591 | val_loss: 0.0311661 | Time: 1360.45 ms
[2021-12-04 12:44:33 main:574] : INFO : Epoch 1692 | loss: 0.0311577 | val_loss: 0.0311647 | Time: 1362.82 ms
[2021-12-04 12:44:34 main:574] : INFO : Epoch 1693 | loss: 0.0311572 | val_loss: 0.0311666 | Time: 1375.91 ms
[2021-12-04 12:44:35 main:574] : INFO : Epoch 1694 | loss: 0.0311571 | val_loss: 0.0311657 | Time: 1349.79 ms
[2021-12-04 12:44:37 main:574] : INFO : Epoch 1695 | loss: 0.031158 | val_loss: 0.0311678 | Time: 1348.8 ms
[2021-12-04 12:44:38 main:574] : INFO : Epoch 1696 | loss: 0.0311574 | val_loss: 0.0311658 | Time: 1324.01 ms
[2021-12-04 12:44:39 main:574] : INFO : Epoch 1697 | loss: 0.0311574 | val_loss: 0.0311669 | Time: 1335.85 ms
[2021-12-04 12:44:41 main:574] : INFO : Epoch 1698 | loss: 0.0311577 | val_loss: 0.0311655 | Time: 1336.59 ms
[2021-12-04 12:44:42 main:574] : INFO : Epoch 1699 | loss: 0.0311569 | val_loss: 0.0311667 | Time: 1350.39 ms
[2021-12-04 12:44:44 main:574] : INFO : Epoch 1700 | loss: 0.0311568 | val_loss: 0.031168 | Time: 1370.11 ms
[2021-12-04 12:44:45 main:574] : INFO : Epoch 1701 | loss: 0.0311588 | val_loss: 0.0311688 | Time: 1369.33 ms
[2021-12-04 12:44:46 main:574] : INFO : Epoch 1702 | loss: 0.0311565 | val_loss: 0.0311677 | Time: 1399.69 ms
[2021-12-04 12:44:48 main:574] : INFO : Epoch 1703 | loss: 0.0311557 | val_loss: 0.0311656 | Time: 1362.26 ms
[2021-12-04 12:44:49 main:574] : INFO : Epoch 1704 | loss: 0.0311572 | val_loss: 0.0311653 | Time: 1385.81 ms
[2021-12-04 12:44:50 main:574] : INFO : Epoch 1705 | loss: 0.0311561 | val_loss: 0.0311648 | Time: 1361.65 ms
[2021-12-04 12:44:52 main:574] : INFO : Epoch 1706 | loss: 0.0311565 | val_loss: 0.0311635 | Time: 1374.35 ms
[2021-12-04 12:44:53 main:574] : INFO : Epoch 1707 | loss: 0.0311552 | val_loss: 0.0311657 | Time: 1371.81 ms
[2021-12-04 12:44:55 main:574] : INFO : Epoch 1708 | loss: 0.0311555 | val_loss: 0.0311642 | Time: 1351.42 ms
[2021-12-04 12:44:56 main:574] : INFO : Epoch 1709 | loss: 0.0311553 | val_loss: 0.0311651 | Time: 1364.91 ms
[2021-12-04 12:44:57 main:574] : INFO : Epoch 1710 | loss: 0.0311544 | val_loss: 0.0311649 | Time: 1332.07 ms
[2021-12-04 12:44:59 main:574] : INFO : Epoch 1711 | loss: 0.0311545 | val_loss: 0.0311695 | Time: 1351.78 ms
[2021-12-04 12:45:00 main:574] : INFO : Epoch 1712 | loss: 0.0311566 | val_loss: 0.0311649 | Time: 1351.8 ms
[2021-12-04 12:45:01 main:574] : INFO : Epoch 1713 | loss: 0.0311554 | val_loss: 0.0311685 | Time: 1355.01 ms
[2021-12-04 12:45:03 main:574] : INFO : Epoch 1714 | loss: 0.0311545 | val_loss: 0.0311658 | Time: 1391.32 ms
[2021-12-04 12:45:04 main:574] : INFO : Epoch 1715 | loss: 0.0311567 | val_loss: 0.031162 | Time: 1344.82 ms
[2021-12-04 12:45:05 main:574] : INFO : Epoch 1716 | loss: 0.0311566 | val_loss: 0.0311649 | Time: 1373.08 ms
[2021-12-04 12:45:07 main:574] : INFO : Epoch 1717 | loss: 0.031156 | val_loss: 0.0311653 | Time: 1341.68 ms
[2021-12-04 12:45:08 main:574] : INFO : Epoch 1718 | loss: 0.0311542 | val_loss: 0.0311659 | Time: 1369.81 ms
[2021-12-04 12:45:10 main:574] : INFO : Epoch 1719 | loss: 0.0311554 | val_loss: 0.0311673 | Time: 1342.86 ms
[2021-12-04 12:45:11 main:574] : INFO : Epoch 1720 | loss: 0.0311559 | val_loss: 0.0311648 | Time: 1333.36 ms
[2021-12-04 12:45:12 main:574] : INFO : Epoch 1721 | loss: 0.031154 | val_loss: 0.0311657 | Time: 1360.17 ms
[2021-12-04 12:45:14 main:574] : INFO : Epoch 1722 | loss: 0.031153 | val_loss: 0.031167 | Time: 1343.58 ms
[2021-12-04 12:45:15 main:574] : INFO : Epoch 1723 | loss: 0.0311527 | val_loss: 0.031165 | Time: 1351.88 ms
[2021-12-04 12:45:16 main:574] : INFO : Epoch 1724 | loss: 0.0311528 | val_loss: 0.0311655 | Time: 1348.43 ms
[2021-12-04 12:45:18 main:574] : INFO : Epoch 1725 | loss: 0.0311511 | val_loss: 0.0311645 | Time: 1369.66 ms
[2021-12-04 12:45:19 main:574] : INFO : Epoch 1726 | loss: 0.0311507 | val_loss: 0.0311712 | Time: 1351.17 ms
[2021-12-04 12:45:20 main:574] : INFO : Epoch 1727 | loss: 0.031151 | val_loss: 0.0311652 | Time: 1354.95 ms
[2021-12-04 12:45:22 main:574] : INFO : Epoch 1728 | loss: 0.0311504 | val_loss: 0.03117 | Time: 1361.64 ms
[2021-12-04 12:45:23 main:574] : INFO : Epoch 1729 | loss: 0.0311528 | val_loss: 0.031171 | Time: 1365.16 ms
[2021-12-04 12:45:24 main:574] : INFO : Epoch 1730 | loss: 0.0311522 | val_loss: 0.0311681 | Time: 1338.31 ms
[2021-12-04 12:45:26 main:574] : INFO : Epoch 1731 | loss: 0.0311498 | val_loss: 0.0311656 | Time: 1353.81 ms
[2021-12-04 12:45:27 main:574] : INFO : Epoch 1732 | loss: 0.0311502 | val_loss: 0.0311674 | Time: 1341.11 ms
[2021-12-04 12:45:29 main:574] : INFO : Epoch 1733 | loss: 0.0311542 | val_loss: 0.0311698 | Time: 1375.34 ms
[2021-12-04 12:45:30 main:574] : INFO : Epoch 1734 | loss: 0.0311492 | val_loss: 0.0311673 | Time: 1335.72 ms
[2021-12-04 12:45:31 main:574] : INFO : Epoch 1735 | loss: 0.031149 | val_loss: 0.0311653 | Time: 1346.39 ms
[2021-12-04 12:45:33 main:574] : INFO : Epoch 1736 | loss: 0.0311484 | val_loss: 0.0311679 | Time: 1349.49 ms
[2021-12-04 12:45:34 main:574] : INFO : Epoch 1737 | loss: 0.0311493 | val_loss: 0.0311658 | Time: 1381.49 ms
[2021-12-04 12:45:35 main:574] : INFO : Epoch 1738 | loss: 0.0311487 | val_loss: 0.0311663 | Time: 1373.51 ms
[2021-12-04 12:45:37 main:574] : INFO : Epoch 1739 | loss: 0.0311482 | val_loss: 0.031168 | Time: 1398.87 ms
[2021-12-04 12:45:38 main:574] : INFO : Epoch 1740 | loss: 0.0311481 | val_loss: 0.0311637 | Time: 1345.59 ms
[2021-12-04 12:45:40 main:574] : INFO : Epoch 1741 | loss: 0.0311472 | val_loss: 0.0311662 | Time: 1393.91 ms
[2021-12-04 12:45:41 main:574] : INFO : Epoch 1742 | loss: 0.0311482 | val_loss: 0.0311668 | Time: 1382.08 ms
[2021-12-04 12:45:42 main:574] : INFO : Epoch 1743 | loss: 0.0311481 | val_loss: 0.0311655 | Time: 1345.58 ms
[2021-12-04 12:45:44 main:574] : INFO : Epoch 1744 | loss: 0.0311471 | val_loss: 0.0311664 | Time: 1358.41 ms
[2021-12-04 12:45:45 main:574] : INFO : Epoch 1745 | loss: 0.031148 | val_loss: 0.0311643 | Time: 1338.1 ms
[2021-12-04 12:45:46 main:574] : INFO : Epoch 1746 | loss: 0.0311496 | val_loss: 0.0311663 | Time: 1347.14 ms
[2021-12-04 12:45:48 main:574] : INFO : Epoch 1747 | loss: 0.0311484 | val_loss: 0.0311701 | Time: 1355.55 ms
[2021-12-04 12:45:49 main:574] : INFO : Epoch 1748 | loss: 0.0311518 | val_loss: 0.0311665 | Time: 1348.99 ms
[2021-12-04 12:45:50 main:574] : INFO : Epoch 1749 | loss: 0.0311519 | val_loss: 0.0311697 | Time: 1376.36 ms
[2021-12-04 12:45:52 main:574] : INFO : Epoch 1750 | loss: 0.0311501 | val_loss: 0.03117 | Time: 1345.32 ms
[2021-12-04 12:45:53 main:574] : INFO : Epoch 1751 | loss: 0.0311507 | val_loss: 0.0311677 | Time: 1370.43 ms
[2021-12-04 12:45:55 main:574] : INFO : Epoch 1752 | loss: 0.031153 | val_loss: 0.0311655 | Time: 1393.53 ms
[2021-12-04 12:45:56 main:574] : INFO : Epoch 1753 | loss: 0.0311515 | val_loss: 0.0311826 | Time: 1372.68 ms
[2021-12-04 12:45:57 main:574] : INFO : Epoch 1754 | loss: 0.0311536 | val_loss: 0.0311657 | Time: 1339.69 ms
[2021-12-04 12:45:59 main:574] : INFO : Epoch 1755 | loss: 0.031151 | val_loss: 0.0311652 | Time: 1389.58 ms
[2021-12-04 12:46:00 main:574] : INFO : Epoch 1756 | loss: 0.0311524 | val_loss: 0.0311652 | Time: 1326.88 ms
[2021-12-04 12:46:01 main:574] : INFO : Epoch 1757 | loss: 0.0311508 | val_loss: 0.0311632 | Time: 1353.19 ms
[2021-12-04 12:46:03 main:574] : INFO : Epoch 1758 | loss: 0.0311509 | val_loss: 0.0311688 | Time: 1364.09 ms
[2021-12-04 12:46:04 main:574] : INFO : Epoch 1759 | loss: 0.0311527 | val_loss: 0.0311673 | Time: 1360.7 ms
[2021-12-04 12:46:06 main:574] : INFO : Epoch 1760 | loss: 0.0311518 | val_loss: 0.0311632 | Time: 1376.91 ms
[2021-12-04 12:46:07 main:574] : INFO : Epoch 1761 | loss: 0.0311498 | val_loss: 0.0311656 | Time: 1371.29 ms
[2021-12-04 12:46:08 main:574] : INFO : Epoch 1762 | loss: 0.0311514 | val_loss: 0.0311654 | Time: 1364.67 ms
[2021-12-04 12:46:10 main:574] : INFO : Epoch 1763 | loss: 0.0311519 | val_loss: 0.0311696 | Time: 1389.58 ms
[2021-12-04 12:46:11 main:574] : INFO : Epoch 1764 | loss: 0.031153 | val_loss: 0.0311637 | Time: 1404.87 ms
[2021-12-04 12:46:12 main:574] : INFO : Epoch 1765 | loss: 0.0311526 | val_loss: 0.0311653 | Time: 1366.92 ms
[2021-12-04 12:46:14 main:574] : INFO : Epoch 1766 | loss: 0.0311531 | val_loss: 0.0311663 | Time: 1409.63 ms
[2021-12-04 12:46:15 main:574] : INFO : Epoch 1767 | loss: 0.0311531 | val_loss: 0.0311689 | Time: 1401.13 ms
[2021-12-04 12:46:17 main:574] : INFO : Epoch 1768 | loss: 0.031153 | val_loss: 0.0311709 | Time: 1358.62 ms
[2021-12-04 12:46:18 main:574] : INFO : Epoch 1769 | loss: 0.0311539 | val_loss: 0.0311666 | Time: 1394.57 ms
[2021-12-04 12:46:19 main:574] : INFO : Epoch 1770 | loss: 0.0311496 | val_loss: 0.0311689 | Time: 1394.6 ms
[2021-12-04 12:46:21 main:574] : INFO : Epoch 1771 | loss: 0.0311504 | val_loss: 0.0311674 | Time: 1387.54 ms
[2021-12-04 12:46:22 main:574] : INFO : Epoch 1772 | loss: 0.0311494 | val_loss: 0.0311639 | Time: 1341.44 ms
[2021-12-04 12:46:24 main:574] : INFO : Epoch 1773 | loss: 0.0311482 | val_loss: 0.031165 | Time: 1389.17 ms
[2021-12-04 12:46:25 main:574] : INFO : Epoch 1774 | loss: 0.03115 | val_loss: 0.0311673 | Time: 1390.78 ms
[2021-12-04 12:46:26 main:574] : INFO : Epoch 1775 | loss: 0.0311506 | val_loss: 0.0311664 | Time: 1383.46 ms
[2021-12-04 12:46:28 main:574] : INFO : Epoch 1776 | loss: 0.031154 | val_loss: 0.0311655 | Time: 1352.24 ms
[2021-12-04 12:46:29 main:574] : INFO : Epoch 1777 | loss: 0.0311534 | val_loss: 0.0311655 | Time: 1389.63 ms
[2021-12-04 12:46:31 main:574] : INFO : Epoch 1778 | loss: 0.0311526 | val_loss: 0.0311723 | Time: 1406.99 ms
[2021-12-04 12:46:32 main:574] : INFO : Epoch 1779 | loss: 0.0311774 | val_loss: 0.031216 | Time: 1411.05 ms
[2021-12-04 12:46:33 main:574] : INFO : Epoch 1780 | loss: 0.0311674 | val_loss: 0.0311821 | Time: 1362.53 ms
[2021-12-04 12:46:35 main:574] : INFO : Epoch 1781 | loss: 0.0311516 | val_loss: 0.0311704 | Time: 1404.33 ms
[2021-12-04 12:46:36 main:574] : INFO : Epoch 1782 | loss: 0.0311498 | val_loss: 0.0311654 | Time: 1374.83 ms
[2021-12-04 12:46:37 main:574] : INFO : Epoch 1783 | loss: 0.0311464 | val_loss: 0.0311687 | Time: 1360.51 ms
[2021-12-04 12:46:39 main:574] : INFO : Epoch 1784 | loss: 0.0311452 | val_loss: 0.0311728 | Time: 1384.87 ms
[2021-12-04 12:46:40 main:574] : INFO : Epoch 1785 | loss: 0.0311485 | val_loss: 0.0311651 | Time: 1396.09 ms
[2021-12-04 12:46:42 main:574] : INFO : Epoch 1786 | loss: 0.0311512 | val_loss: 0.0311646 | Time: 1360.68 ms
[2021-12-04 12:46:43 main:574] : INFO : Epoch 1787 | loss: 0.031154 | val_loss: 0.0311625 | Time: 1369.67 ms
[2021-12-04 12:46:44 main:574] : INFO : Epoch 1788 | loss: 0.0311519 | val_loss: 0.0311664 | Time: 1412.5 ms
[2021-12-04 12:46:46 main:574] : INFO : Epoch 1789 | loss: 0.031151 | val_loss: 0.0311642 | Time: 1363.86 ms
[2021-12-04 12:46:47 main:574] : INFO : Epoch 1790 | loss: 0.0311486 | val_loss: 0.0311661 | Time: 1360.78 ms
[2021-12-04 12:46:49 main:574] : INFO : Epoch 1791 | loss: 0.0311479 | val_loss: 0.0311638 | Time: 1365.97 ms
[2021-12-04 12:46:50 main:574] : INFO : Epoch 1792 | loss: 0.0311477 | val_loss: 0.0311667 | Time: 1372.66 ms
[2021-12-04 12:46:51 main:574] : INFO : Epoch 1793 | loss: 0.0311472 | val_loss: 0.0311687 | Time: 1342.36 ms
[2021-12-04 12:46:53 main:574] : INFO : Epoch 1794 | loss: 0.031149 | val_loss: 0.0311625 | Time: 1372.66 ms
[2021-12-04 12:46:54 main:574] : INFO : Epoch 1795 | loss: 0.0311504 | val_loss: 0.0311659 | Time: 1346.86 ms
[2021-12-04 12:46:55 main:574] : INFO : Epoch 1796 | loss: 0.0311507 | val_loss: 0.0311693 | Time: 1381.98 ms
[2021-12-04 12:46:57 main:574] : INFO : Epoch 1797 | loss: 0.0311516 | val_loss: 0.031165 | Time: 1385.2 ms
[2021-12-04 12:46:58 main:574] : INFO : Epoch 1798 | loss: 0.0311502 | val_loss: 0.0311635 | Time: 1368.63 ms
[2021-12-04 12:47:00 main:574] : INFO : Epoch 1799 | loss: 0.0311494 | val_loss: 0.0311656 | Time: 1382.61 ms
[2021-12-04 12:47:01 main:574] : INFO : Epoch 1800 | loss: 0.0311478 | val_loss: 0.0311638 | Time: 1362.34 ms
[2021-12-04 12:47:02 main:574] : INFO : Epoch 1801 | loss: 0.0311485 | val_loss: 0.0311639 | Time: 1346.05 ms
[2021-12-04 12:47:04 main:574] : INFO : Epoch 1802 | loss: 0.031149 | val_loss: 0.0311669 | Time: 1348.65 ms
[2021-12-04 12:47:05 main:574] : INFO : Epoch 1803 | loss: 0.0311478 | val_loss: 0.0311629 | Time: 1361.87 ms
[2021-12-04 12:47:06 main:574] : INFO : Epoch 1804 | loss: 0.0311468 | val_loss: 0.0311667 | Time: 1343.84 ms
[2021-12-04 12:47:08 main:574] : INFO : Epoch 1805 | loss: 0.0311467 | val_loss: 0.031165 | Time: 1365.63 ms
[2021-12-04 12:47:09 main:574] : INFO : Epoch 1806 | loss: 0.0311462 | val_loss: 0.0311639 | Time: 1346.42 ms
[2021-12-04 12:47:10 main:574] : INFO : Epoch 1807 | loss: 0.0311467 | val_loss: 0.0311644 | Time: 1354.25 ms
[2021-12-04 12:47:12 main:574] : INFO : Epoch 1808 | loss: 0.0311492 | val_loss: 0.0311696 | Time: 1335.89 ms
[2021-12-04 12:47:13 main:574] : INFO : Epoch 1809 | loss: 0.0311482 | val_loss: 0.0311692 | Time: 1374.53 ms
[2021-12-04 12:47:15 main:574] : INFO : Epoch 1810 | loss: 0.0311477 | val_loss: 0.0311611 | Time: 1397.13 ms
[2021-12-04 12:47:16 main:574] : INFO : Epoch 1811 | loss: 0.0311473 | val_loss: 0.0311631 | Time: 1368.82 ms
[2021-12-04 12:47:17 main:574] : INFO : Epoch 1812 | loss: 0.0311498 | val_loss: 0.0311603 | Time: 1356.32 ms
[2021-12-04 12:47:19 main:574] : INFO : Epoch 1813 | loss: 0.0311489 | val_loss: 0.0311608 | Time: 1383.82 ms
[2021-12-04 12:47:20 main:574] : INFO : Epoch 1814 | loss: 0.0311465 | val_loss: 0.0311627 | Time: 1387.27 ms
[2021-12-04 12:47:21 main:574] : INFO : Epoch 1815 | loss: 0.0311477 | val_loss: 0.0311667 | Time: 1373.26 ms
[2021-12-04 12:47:23 main:574] : INFO : Epoch 1816 | loss: 0.0311513 | val_loss: 0.0311642 | Time: 1380.23 ms
[2021-12-04 12:47:24 main:574] : INFO : Epoch 1817 | loss: 0.0311501 | val_loss: 0.0311634 | Time: 1406.49 ms
[2021-12-04 12:47:26 main:574] : INFO : Epoch 1818 | loss: 0.0311499 | val_loss: 0.031171 | Time: 1358.48 ms
[2021-12-04 12:47:27 main:574] : INFO : Epoch 1819 | loss: 0.0311494 | val_loss: 0.0311684 | Time: 1389.88 ms
[2021-12-04 12:47:28 main:574] : INFO : Epoch 1820 | loss: 0.0311477 | val_loss: 0.0311665 | Time: 1367.15 ms
[2021-12-04 12:47:30 main:574] : INFO : Epoch 1821 | loss: 0.0311462 | val_loss: 0.0311646 | Time: 1359.01 ms
[2021-12-04 12:47:31 main:574] : INFO : Epoch 1822 | loss: 0.0311469 | val_loss: 0.0311646 | Time: 1389.86 ms
[2021-12-04 12:47:33 main:574] : INFO : Epoch 1823 | loss: 0.0311463 | val_loss: 0.0311684 | Time: 1368.08 ms
[2021-12-04 12:47:34 main:574] : INFO : Epoch 1824 | loss: 0.0311475 | val_loss: 0.0311699 | Time: 1359.46 ms
[2021-12-04 12:47:35 main:574] : INFO : Epoch 1825 | loss: 0.0311437 | val_loss: 0.031164 | Time: 1377.83 ms
[2021-12-04 12:47:37 main:574] : INFO : Epoch 1826 | loss: 0.0311453 | val_loss: 0.0311674 | Time: 1386.62 ms
[2021-12-04 12:47:38 main:574] : INFO : Epoch 1827 | loss: 0.0311446 | val_loss: 0.0311672 | Time: 1411.97 ms
[2021-12-04 12:47:39 main:574] : INFO : Epoch 1828 | loss: 0.0311442 | val_loss: 0.0311678 | Time: 1357.45 ms
[2021-12-04 12:47:41 main:574] : INFO : Epoch 1829 | loss: 0.0311434 | val_loss: 0.0311682 | Time: 1375.21 ms
[2021-12-04 12:47:42 main:574] : INFO : Epoch 1830 | loss: 0.0311457 | val_loss: 0.0311661 | Time: 1386.62 ms
[2021-12-04 12:47:44 main:574] : INFO : Epoch 1831 | loss: 0.0311463 | val_loss: 0.0311638 | Time: 1367.01 ms
[2021-12-04 12:47:45 main:574] : INFO : Epoch 1832 | loss: 0.0311445 | val_loss: 0.0311716 | Time: 1344.97 ms
[2021-12-04 12:47:46 main:574] : INFO : Epoch 1833 | loss: 0.0311429 | val_loss: 0.03117 | Time: 1379.27 ms
[2021-12-04 12:47:48 main:574] : INFO : Epoch 1834 | loss: 0.0311444 | val_loss: 0.0311669 | Time: 1337.28 ms
[2021-12-04 12:47:49 main:574] : INFO : Epoch 1835 | loss: 0.0311462 | val_loss: 0.0311733 | Time: 1377.63 ms
[2021-12-04 12:47:50 main:574] : INFO : Epoch 1836 | loss: 0.0311481 | val_loss: 0.0311667 | Time: 1356.67 ms
[2021-12-04 12:47:52 main:574] : INFO : Epoch 1837 | loss: 0.0311461 | val_loss: 0.0311653 | Time: 1366.18 ms
[2021-12-04 12:47:53 main:574] : INFO : Epoch 1838 | loss: 0.0311605 | val_loss: 0.0311821 | Time: 1374.9 ms
[2021-12-04 12:47:55 main:574] : INFO : Epoch 1839 | loss: 0.0311758 | val_loss: 0.0311809 | Time: 1357.48 ms
[2021-12-04 12:47:56 main:574] : INFO : Epoch 1840 | loss: 0.0311732 | val_loss: 0.0311744 | Time: 1397.47 ms
[2021-12-04 12:47:57 main:574] : INFO : Epoch 1841 | loss: 0.0311696 | val_loss: 0.0311743 | Time: 1379.71 ms
[2021-12-04 12:47:59 main:574] : INFO : Epoch 1842 | loss: 0.0311671 | val_loss: 0.0311737 | Time: 1356.43 ms
[2021-12-04 12:48:00 main:574] : INFO : Epoch 1843 | loss: 0.0311677 | val_loss: 0.0311749 | Time: 1356.83 ms
[2021-12-04 12:48:01 main:574] : INFO : Epoch 1844 | loss: 0.0311672 | val_loss: 0.0311729 | Time: 1386.89 ms
[2021-12-04 12:48:03 main:574] : INFO : Epoch 1845 | loss: 0.0311629 | val_loss: 0.0311726 | Time: 1412.78 ms
[2021-12-04 12:48:04 main:574] : INFO : Epoch 1846 | loss: 0.0311626 | val_loss: 0.0311712 | Time: 1362.08 ms
[2021-12-04 12:48:06 main:574] : INFO : Epoch 1847 | loss: 0.0311619 | val_loss: 0.0311687 | Time: 1365.41 ms
[2021-12-04 12:48:07 main:574] : INFO : Epoch 1848 | loss: 0.0311621 | val_loss: 0.0311723 | Time: 1366.38 ms
[2021-12-04 12:48:08 main:574] : INFO : Epoch 1849 | loss: 0.0311611 | val_loss: 0.0311709 | Time: 1349.28 ms
[2021-12-04 12:48:10 main:574] : INFO : Epoch 1850 | loss: 0.0311591 | val_loss: 0.0311724 | Time: 1368.71 ms
[2021-12-04 12:48:11 main:574] : INFO : Epoch 1851 | loss: 0.031161 | val_loss: 0.0311713 | Time: 1349.03 ms
[2021-12-04 12:48:12 main:574] : INFO : Epoch 1852 | loss: 0.0311588 | val_loss: 0.0311711 | Time: 1360.68 ms
[2021-12-04 12:48:14 main:574] : INFO : Epoch 1853 | loss: 0.0311577 | val_loss: 0.0311678 | Time: 1364.46 ms
[2021-12-04 12:48:15 main:574] : INFO : Epoch 1854 | loss: 0.0311571 | val_loss: 0.0311699 | Time: 1341.69 ms
[2021-12-04 12:48:17 main:574] : INFO : Epoch 1855 | loss: 0.0311591 | val_loss: 0.0311927 | Time: 1377.05 ms
[2021-12-04 12:48:18 main:574] : INFO : Epoch 1856 | loss: 0.0311805 | val_loss: 0.0311832 | Time: 1399.44 ms
[2021-12-04 12:48:19 main:574] : INFO : Epoch 1857 | loss: 0.0311756 | val_loss: 0.0311755 | Time: 1368.43 ms
[2021-12-04 12:48:21 main:574] : INFO : Epoch 1858 | loss: 0.0311684 | val_loss: 0.0311722 | Time: 1352.37 ms
[2021-12-04 12:48:22 main:574] : INFO : Epoch 1859 | loss: 0.031165 | val_loss: 0.0311755 | Time: 1378.8 ms
[2021-12-04 12:48:23 main:574] : INFO : Epoch 1860 | loss: 0.0311689 | val_loss: 0.0311777 | Time: 1373.45 ms
[2021-12-04 12:48:25 main:574] : INFO : Epoch 1861 | loss: 0.0311637 | val_loss: 0.0311723 | Time: 1406.32 ms
[2021-12-04 12:48:26 main:574] : INFO : Epoch 1862 | loss: 0.0311618 | val_loss: 0.0311734 | Time: 1394.78 ms
[2021-12-04 12:48:28 main:574] : INFO : Epoch 1863 | loss: 0.0311612 | val_loss: 0.0311754 | Time: 1390.99 ms
[2021-12-04 12:48:29 main:574] : INFO : Epoch 1864 | loss: 0.031161 | val_loss: 0.0311734 | Time: 1348.8 ms
[2021-12-04 12:48:30 main:574] : INFO : Epoch 1865 | loss: 0.0311597 | val_loss: 0.0311715 | Time: 1401.44 ms
[2021-12-04 12:48:32 main:574] : INFO : Epoch 1866 | loss: 0.0311604 | val_loss: 0.0311733 | Time: 1380.02 ms
[2021-12-04 12:48:33 main:574] : INFO : Epoch 1867 | loss: 0.031158 | val_loss: 0.0311708 | Time: 1345.82 ms
[2021-12-04 12:48:35 main:574] : INFO : Epoch 1868 | loss: 0.0311571 | val_loss: 0.0311721 | Time: 1358.13 ms
[2021-12-04 12:48:36 main:574] : INFO : Epoch 1869 | loss: 0.0311556 | val_loss: 0.0311708 | Time: 1376.02 ms
[2021-12-04 12:48:37 main:574] : INFO : Epoch 1870 | loss: 0.0311546 | val_loss: 0.0311709 | Time: 1347.25 ms
[2021-12-04 12:48:39 main:574] : INFO : Epoch 1871 | loss: 0.0311553 | val_loss: 0.0311718 | Time: 1373.58 ms
[2021-12-04 12:48:40 main:574] : INFO : Epoch 1872 | loss: 0.0311555 | val_loss: 0.0311713 | Time: 1376.03 ms
[2021-12-04 12:48:41 main:574] : INFO : Epoch 1873 | loss: 0.0311536 | val_loss: 0.0311745 | Time: 1356.82 ms
[2021-12-04 12:48:43 main:574] : INFO : Epoch 1874 | loss: 0.0311543 | val_loss: 0.03117 | Time: 1389.23 ms
[2021-12-04 12:48:44 main:574] : INFO : Epoch 1875 | loss: 0.0311563 | val_loss: 0.0311698 | Time: 1416.62 ms
[2021-12-04 12:48:46 main:574] : INFO : Epoch 1876 | loss: 0.0311526 | val_loss: 0.0311694 | Time: 1380.68 ms
[2021-12-04 12:48:47 main:574] : INFO : Epoch 1877 | loss: 0.0311526 | val_loss: 0.0311674 | Time: 1384.38 ms
[2021-12-04 12:48:48 main:574] : INFO : Epoch 1878 | loss: 0.0311519 | val_loss: 0.0311688 | Time: 1377.5 ms
[2021-12-04 12:48:50 main:574] : INFO : Epoch 1879 | loss: 0.0311512 | val_loss: 0.031168 | Time: 1363.98 ms
[2021-12-04 12:48:51 main:574] : INFO : Epoch 1880 | loss: 0.0311525 | val_loss: 0.0311704 | Time: 1369.71 ms
[2021-12-04 12:48:52 main:574] : INFO : Epoch 1881 | loss: 0.0311499 | val_loss: 0.0311736 | Time: 1353.11 ms
[2021-12-04 12:48:54 main:574] : INFO : Epoch 1882 | loss: 0.0311514 | val_loss: 0.0311752 | Time: 1339.2 ms
[2021-12-04 12:48:55 main:574] : INFO : Epoch 1883 | loss: 0.0311524 | val_loss: 0.0311723 | Time: 1372.77 ms
[2021-12-04 12:48:57 main:574] : INFO : Epoch 1884 | loss: 0.0311533 | val_loss: 0.0311687 | Time: 1360.48 ms
[2021-12-04 12:48:58 main:574] : INFO : Epoch 1885 | loss: 0.0311503 | val_loss: 0.0311725 | Time: 1379.13 ms
[2021-12-04 12:48:59 main:574] : INFO : Epoch 1886 | loss: 0.0311523 | val_loss: 0.0311681 | Time: 1384.12 ms
[2021-12-04 12:49:01 main:574] : INFO : Epoch 1887 | loss: 0.0311507 | val_loss: 0.0311699 | Time: 1388.55 ms
[2021-12-04 12:49:02 main:574] : INFO : Epoch 1888 | loss: 0.0311495 | val_loss: 0.0311721 | Time: 1405.86 ms
[2021-12-04 12:49:04 main:574] : INFO : Epoch 1889 | loss: 0.0311482 | val_loss: 0.0311694 | Time: 1365.4 ms
[2021-12-04 12:49:05 main:574] : INFO : Epoch 1890 | loss: 0.0311469 | val_loss: 0.0311735 | Time: 1369.73 ms
[2021-12-04 12:49:06 main:574] : INFO : Epoch 1891 | loss: 0.0311488 | val_loss: 0.0311685 | Time: 1377.7 ms
[2021-12-04 12:49:08 main:574] : INFO : Epoch 1892 | loss: 0.0311496 | val_loss: 0.0311665 | Time: 1361 ms
[2021-12-04 12:49:09 main:574] : INFO : Epoch 1893 | loss: 0.0311476 | val_loss: 0.0311723 | Time: 1375.5 ms
[2021-12-04 12:49:10 main:574] : INFO : Epoch 1894 | loss: 0.0311491 | val_loss: 0.0311697 | Time: 1377.01 ms
[2021-12-04 12:49:12 main:574] : INFO : Epoch 1895 | loss: 0.0311476 | val_loss: 0.0311673 | Time: 1347.54 ms
[2021-12-04 12:49:13 main:574] : INFO : Epoch 1896 | loss: 0.0311466 | val_loss: 0.0311717 | Time: 1354.46 ms
[2021-12-04 12:49:15 main:574] : INFO : Epoch 1897 | loss: 0.0311471 | val_loss: 0.0311692 | Time: 1377.54 ms
[2021-12-04 12:49:16 main:574] : INFO : Epoch 1898 | loss: 0.031146 | val_loss: 0.031169 | Time: 1343.55 ms
[2021-12-04 12:49:17 main:574] : INFO : Epoch 1899 | loss: 0.0311487 | val_loss: 0.0311662 | Time: 1372.39 ms
[2021-12-04 12:49:19 main:574] : INFO : Epoch 1900 | loss: 0.0311486 | val_loss: 0.0311695 | Time: 1417.55 ms
[2021-12-04 12:49:20 main:574] : INFO : Epoch 1901 | loss: 0.0311493 | val_loss: 0.0311677 | Time: 1358.52 ms
[2021-12-04 12:49:21 main:574] : INFO : Epoch 1902 | loss: 0.0311487 | val_loss: 0.0311667 | Time: 1372.87 ms
[2021-12-04 12:49:23 main:574] : INFO : Epoch 1903 | loss: 0.0311469 | val_loss: 0.031167 | Time: 1384.35 ms
[2021-12-04 12:49:24 main:574] : INFO : Epoch 1904 | loss: 0.031147 | val_loss: 0.0311687 | Time: 1344.16 ms
[2021-12-04 12:49:26 main:574] : INFO : Epoch 1905 | loss: 0.031147 | val_loss: 0.0311673 | Time: 1371.17 ms
[2021-12-04 12:49:27 main:574] : INFO : Epoch 1906 | loss: 0.0311453 | val_loss: 0.031166 | Time: 1377.23 ms
[2021-12-04 12:49:28 main:574] : INFO : Epoch 1907 | loss: 0.0311461 | val_loss: 0.0311681 | Time: 1370.05 ms
[2021-12-04 12:49:30 main:574] : INFO : Epoch 1908 | loss: 0.0311479 | val_loss: 0.0311679 | Time: 1371.95 ms
[2021-12-04 12:49:31 main:574] : INFO : Epoch 1909 | loss: 0.0311464 | val_loss: 0.0311712 | Time: 1388.62 ms
[2021-12-04 12:49:32 main:574] : INFO : Epoch 1910 | loss: 0.0311462 | val_loss: 0.0311648 | Time: 1359.54 ms
[2021-12-04 12:49:34 main:574] : INFO : Epoch 1911 | loss: 0.0311447 | val_loss: 0.0311674 | Time: 1414.54 ms
[2021-12-04 12:49:35 main:574] : INFO : Epoch 1912 | loss: 0.0311445 | val_loss: 0.031168 | Time: 1377.18 ms
[2021-12-04 12:49:37 main:574] : INFO : Epoch 1913 | loss: 0.0311492 | val_loss: 0.031166 | Time: 1378.49 ms
[2021-12-04 12:49:38 main:574] : INFO : Epoch 1914 | loss: 0.0311502 | val_loss: 0.0311712 | Time: 1379.58 ms
[2021-12-04 12:49:39 main:574] : INFO : Epoch 1915 | loss: 0.0311533 | val_loss: 0.0311675 | Time: 1355.42 ms
[2021-12-04 12:49:41 main:574] : INFO : Epoch 1916 | loss: 0.0311533 | val_loss: 0.0311652 | Time: 1366.25 ms
[2021-12-04 12:49:42 main:574] : INFO : Epoch 1917 | loss: 0.0311552 | val_loss: 0.0311668 | Time: 1370.25 ms
[2021-12-04 12:49:44 main:574] : INFO : Epoch 1918 | loss: 0.0311529 | val_loss: 0.0311662 | Time: 1400.91 ms
[2021-12-04 12:49:45 main:574] : INFO : Epoch 1919 | loss: 0.0311485 | val_loss: 0.0311631 | Time: 1367.58 ms
[2021-12-04 12:49:46 main:574] : INFO : Epoch 1920 | loss: 0.0311472 | val_loss: 0.0311647 | Time: 1325.83 ms
[2021-12-04 12:49:48 main:574] : INFO : Epoch 1921 | loss: 0.0311458 | val_loss: 0.0311662 | Time: 1378.28 ms
[2021-12-04 12:49:49 main:574] : INFO : Epoch 1922 | loss: 0.031146 | val_loss: 0.0311665 | Time: 1397.2 ms
[2021-12-04 12:49:50 main:574] : INFO : Epoch 1923 | loss: 0.0311448 | val_loss: 0.0311674 | Time: 1364.69 ms
[2021-12-04 12:49:52 main:574] : INFO : Epoch 1924 | loss: 0.0311449 | val_loss: 0.0311691 | Time: 1379.2 ms
[2021-12-04 12:49:53 main:574] : INFO : Epoch 1925 | loss: 0.0311443 | val_loss: 0.0311665 | Time: 1389.61 ms
[2021-12-04 12:49:54 main:574] : INFO : Epoch 1926 | loss: 0.0311442 | val_loss: 0.0311659 | Time: 1330.49 ms
[2021-12-04 12:49:56 main:574] : INFO : Epoch 1927 | loss: 0.0311433 | val_loss: 0.0311644 | Time: 1372.1 ms
[2021-12-04 12:49:57 main:574] : INFO : Epoch 1928 | loss: 0.0311449 | val_loss: 0.0311651 | Time: 1365.42 ms
[2021-12-04 12:49:59 main:574] : INFO : Epoch 1929 | loss: 0.0311472 | val_loss: 0.0311657 | Time: 1341.67 ms
[2021-12-04 12:50:00 main:574] : INFO : Epoch 1930 | loss: 0.0311496 | val_loss: 0.0311675 | Time: 1361.99 ms
[2021-12-04 12:50:01 main:574] : INFO : Epoch 1931 | loss: 0.0311474 | val_loss: 0.0311654 | Time: 1358.79 ms
[2021-12-04 12:50:03 main:574] : INFO : Epoch 1932 | loss: 0.0311491 | val_loss: 0.0311633 | Time: 1364.84 ms
[2021-12-04 12:50:04 main:574] : INFO : Epoch 1933 | loss: 0.0311547 | val_loss: 0.0311624 | Time: 1375.26 ms
[2021-12-04 12:50:05 main:574] : INFO : Epoch 1934 | loss: 0.0311511 | val_loss: 0.0311645 | Time: 1336.33 ms
[2021-12-04 12:50:07 main:574] : INFO : Epoch 1935 | loss: 0.0311496 | val_loss: 0.0311634 | Time: 1371.47 ms
[2021-12-04 12:50:08 main:574] : INFO : Epoch 1936 | loss: 0.0311486 | val_loss: 0.0311674 | Time: 1384.32 ms
[2021-12-04 12:50:10 main:574] : INFO : Epoch 1937 | loss: 0.0311483 | val_loss: 0.0311635 | Time: 1379.36 ms
[2021-12-04 12:50:11 main:574] : INFO : Epoch 1938 | loss: 0.0311457 | val_loss: 0.0311695 | Time: 1376.1 ms
[2021-12-04 12:50:12 main:574] : INFO : Epoch 1939 | loss: 0.0311561 | val_loss: 0.0311712 | Time: 1361.85 ms
[2021-12-04 12:50:14 main:574] : INFO : Epoch 1940 | loss: 0.0311625 | val_loss: 0.0311737 | Time: 1358.51 ms
[2021-12-04 12:50:15 main:574] : INFO : Epoch 1941 | loss: 0.0311621 | val_loss: 0.0311676 | Time: 1393.01 ms
[2021-12-04 12:50:16 main:574] : INFO : Epoch 1942 | loss: 0.0311554 | val_loss: 0.0311684 | Time: 1369.07 ms
[2021-12-04 12:50:18 main:574] : INFO : Epoch 1943 | loss: 0.0311511 | val_loss: 0.0311671 | Time: 1354.24 ms
[2021-12-04 12:50:19 main:574] : INFO : Epoch 1944 | loss: 0.0311504 | val_loss: 0.0311686 | Time: 1365.16 ms
[2021-12-04 12:50:21 main:574] : INFO : Epoch 1945 | loss: 0.0311485 | val_loss: 0.0311703 | Time: 1354.21 ms
[2021-12-04 12:50:22 main:574] : INFO : Epoch 1946 | loss: 0.0311474 | val_loss: 0.0311652 | Time: 1382.19 ms
[2021-12-04 12:50:23 main:574] : INFO : Epoch 1947 | loss: 0.0311487 | val_loss: 0.0311644 | Time: 1401.44 ms
[2021-12-04 12:50:25 main:574] : INFO : Epoch 1948 | loss: 0.0311476 | val_loss: 0.0311623 | Time: 1393.03 ms
[2021-12-04 12:50:26 main:574] : INFO : Epoch 1949 | loss: 0.0311464 | val_loss: 0.0311651 | Time: 1359.84 ms
[2021-12-04 12:50:28 main:574] : INFO : Epoch 1950 | loss: 0.0311475 | val_loss: 0.0311631 | Time: 1384.17 ms
[2021-12-04 12:50:29 main:574] : INFO : Epoch 1951 | loss: 0.0311458 | val_loss: 0.031163 | Time: 1378.53 ms
[2021-12-04 12:50:30 main:574] : INFO : Epoch 1952 | loss: 0.0311447 | val_loss: 0.0311672 | Time: 1331.74 ms
[2021-12-04 12:50:32 main:574] : INFO : Epoch 1953 | loss: 0.0311441 | val_loss: 0.0311644 | Time: 1370.58 ms
[2021-12-04 12:50:33 main:574] : INFO : Epoch 1954 | loss: 0.0311437 | val_loss: 0.0311633 | Time: 1395.12 ms
[2021-12-04 12:50:34 main:574] : INFO : Epoch 1955 | loss: 0.0311443 | val_loss: 0.0311644 | Time: 1359.21 ms
[2021-12-04 12:50:36 main:574] : INFO : Epoch 1956 | loss: 0.0311436 | val_loss: 0.0311617 | Time: 1342.86 ms
[2021-12-04 12:50:37 main:574] : INFO : Epoch 1957 | loss: 0.0311429 | val_loss: 0.0311651 | Time: 1350.18 ms
[2021-12-04 12:50:38 main:574] : INFO : Epoch 1958 | loss: 0.0311423 | val_loss: 0.0311648 | Time: 1364.21 ms
[2021-12-04 12:50:40 main:574] : INFO : Epoch 1959 | loss: 0.0311436 | val_loss: 0.0311636 | Time: 1379.94 ms
[2021-12-04 12:50:41 main:574] : INFO : Epoch 1960 | loss: 0.031143 | val_loss: 0.0311636 | Time: 1359.75 ms
[2021-12-04 12:50:43 main:574] : INFO : Epoch 1961 | loss: 0.0311423 | val_loss: 0.0311617 | Time: 1338.03 ms
[2021-12-04 12:50:44 main:574] : INFO : Epoch 1962 | loss: 0.0311444 | val_loss: 0.0311636 | Time: 1392.94 ms
[2021-12-04 12:50:45 main:574] : INFO : Epoch 1963 | loss: 0.0311428 | val_loss: 0.0311676 | Time: 1350.42 ms
[2021-12-04 12:50:47 main:574] : INFO : Epoch 1964 | loss: 0.031145 | val_loss: 0.0311611 | Time: 1354.1 ms
[2021-12-04 12:50:48 main:574] : INFO : Epoch 1965 | loss: 0.0311436 | val_loss: 0.0311636 | Time: 1351.21 ms
[2021-12-04 12:50:49 main:574] : INFO : Epoch 1966 | loss: 0.0311431 | val_loss: 0.0311672 | Time: 1359.48 ms
[2021-12-04 12:50:51 main:574] : INFO : Epoch 1967 | loss: 0.0311445 | val_loss: 0.0311657 | Time: 1365.46 ms
[2021-12-04 12:50:52 main:574] : INFO : Epoch 1968 | loss: 0.0311442 | val_loss: 0.031167 | Time: 1341.48 ms
[2021-12-04 12:50:53 main:574] : INFO : Epoch 1969 | loss: 0.0311437 | val_loss: 0.0311658 | Time: 1373.07 ms
[2021-12-04 12:50:55 main:574] : INFO : Epoch 1970 | loss: 0.0311421 | val_loss: 0.0311619 | Time: 1388.72 ms
[2021-12-04 12:50:56 main:574] : INFO : Epoch 1971 | loss: 0.0311417 | val_loss: 0.0311651 | Time: 1353.44 ms
[2021-12-04 12:50:58 main:574] : INFO : Epoch 1972 | loss: 0.031146 | val_loss: 0.0311627 | Time: 1376.02 ms
[2021-12-04 12:50:59 main:574] : INFO : Epoch 1973 | loss: 0.0311448 | val_loss: 0.0311632 | Time: 1395.95 ms
[2021-12-04 12:51:00 main:574] : INFO : Epoch 1974 | loss: 0.0311454 | val_loss: 0.0311651 | Time: 1359.29 ms
[2021-12-04 12:51:02 main:574] : INFO : Epoch 1975 | loss: 0.0311472 | val_loss: 0.0311615 | Time: 1381.21 ms
[2021-12-04 12:51:03 main:574] : INFO : Epoch 1976 | loss: 0.0311476 | val_loss: 0.0311651 | Time: 1382.55 ms
[2021-12-04 12:51:05 main:574] : INFO : Epoch 1977 | loss: 0.0311454 | val_loss: 0.0311626 | Time: 1370.07 ms
[2021-12-04 12:51:06 main:574] : INFO : Epoch 1978 | loss: 0.0311434 | val_loss: 0.0311647 | Time: 1346.04 ms
[2021-12-04 12:51:07 main:574] : INFO : Epoch 1979 | loss: 0.0311463 | val_loss: 0.0311673 | Time: 1360.56 ms
[2021-12-04 12:51:09 main:574] : INFO : Epoch 1980 | loss: 0.0311453 | val_loss: 0.0311638 | Time: 1333.62 ms
[2021-12-04 12:51:10 main:574] : INFO : Epoch 1981 | loss: 0.0311493 | val_loss: 0.0311737 | Time: 1359.5 ms
[2021-12-04 12:51:11 main:574] : INFO : Epoch 1982 | loss: 0.0311569 | val_loss: 0.0311717 | Time: 1355.07 ms
[2021-12-04 12:51:13 main:574] : INFO : Epoch 1983 | loss: 0.0311551 | val_loss: 0.0311708 | Time: 1368.86 ms
[2021-12-04 12:51:14 main:574] : INFO : Epoch 1984 | loss: 0.0311526 | val_loss: 0.0311716 | Time: 1406.37 ms
[2021-12-04 12:51:15 main:574] : INFO : Epoch 1985 | loss: 0.031151 | val_loss: 0.0311662 | Time: 1369.51 ms
[2021-12-04 12:51:17 main:574] : INFO : Epoch 1986 | loss: 0.03115 | val_loss: 0.0311667 | Time: 1355.24 ms
[2021-12-04 12:51:18 main:574] : INFO : Epoch 1987 | loss: 0.0311477 | val_loss: 0.0311661 | Time: 1419.63 ms
[2021-12-04 12:51:20 main:574] : INFO : Epoch 1988 | loss: 0.031149 | val_loss: 0.0311653 | Time: 1375.21 ms
[2021-12-04 12:51:21 main:574] : INFO : Epoch 1989 | loss: 0.0311475 | val_loss: 0.0311687 | Time: 1379.84 ms
[2021-12-04 12:51:22 main:574] : INFO : Epoch 1990 | loss: 0.0311461 | val_loss: 0.0311695 | Time: 1354.52 ms
[2021-12-04 12:51:24 main:574] : INFO : Epoch 1991 | loss: 0.031146 | val_loss: 0.0311686 | Time: 1353.65 ms
[2021-12-04 12:51:25 main:574] : INFO : Epoch 1992 | loss: 0.0311431 | val_loss: 0.0311679 | Time: 1336.61 ms
[2021-12-04 12:51:26 main:574] : INFO : Epoch 1993 | loss: 0.0311441 | val_loss: 0.0311656 | Time: 1347.63 ms
[2021-12-04 12:51:28 main:574] : INFO : Epoch 1994 | loss: 0.0311442 | val_loss: 0.0311668 | Time: 1353.86 ms
[2021-12-04 12:51:29 main:574] : INFO : Epoch 1995 | loss: 0.031144 | val_loss: 0.0311665 | Time: 1361.57 ms
[2021-12-04 12:51:31 main:574] : INFO : Epoch 1996 | loss: 0.0311441 | val_loss: 0.0311642 | Time: 1386.44 ms
[2021-12-04 12:51:32 main:574] : INFO : Epoch 1997 | loss: 0.0311422 | val_loss: 0.0311651 | Time: 1359.01 ms
[2021-12-04 12:51:33 main:574] : INFO : Epoch 1998 | loss: 0.0311411 | val_loss: 0.0311644 | Time: 1360.46 ms
[2021-12-04 12:51:35 main:574] : INFO : Epoch 1999 | loss: 0.0311411 | val_loss: 0.0311624 | Time: 1408.75 ms
[2021-12-04 12:51:36 main:574] : INFO : Epoch 2000 | loss: 0.0311418 | val_loss: 0.0311643 | Time: 1362.51 ms
[2021-12-04 12:51:37 main:574] : INFO : Epoch 2001 | loss: 0.0311404 | val_loss: 0.0311641 | Time: 1362.07 ms
[2021-12-04 12:51:39 main:574] : INFO : Epoch 2002 | loss: 0.0311416 | val_loss: 0.0311648 | Time: 1375 ms
[2021-12-04 12:51:40 main:574] : INFO : Epoch 2003 | loss: 0.03114 | val_loss: 0.0311668 | Time: 1344.1 ms
[2021-12-04 12:51:42 main:574] : INFO : Epoch 2004 | loss: 0.0311397 | val_loss: 0.0311662 | Time: 1380.13 ms
[2021-12-04 12:51:43 main:574] : INFO : Epoch 2005 | loss: 0.0311468 | val_loss: 0.0311631 | Time: 1382.54 ms
[2021-12-04 12:51:44 main:574] : INFO : Epoch 2006 | loss: 0.0311474 | val_loss: 0.0311692 | Time: 1341.11 ms
[2021-12-04 12:51:46 main:574] : INFO : Epoch 2007 | loss: 0.0311462 | val_loss: 0.0311653 | Time: 1345.97 ms
[2021-12-04 12:51:47 main:574] : INFO : Epoch 2008 | loss: 0.0311446 | val_loss: 0.031164 | Time: 1334.97 ms
[2021-12-04 12:51:48 main:574] : INFO : Epoch 2009 | loss: 0.0311432 | val_loss: 0.0311641 | Time: 1370.84 ms
[2021-12-04 12:51:50 main:574] : INFO : Epoch 2010 | loss: 0.031144 | val_loss: 0.0311693 | Time: 1349.38 ms
[2021-12-04 12:51:51 main:574] : INFO : Epoch 2011 | loss: 0.0311437 | val_loss: 0.0311692 | Time: 1383.49 ms
[2021-12-04 12:51:53 main:574] : INFO : Epoch 2012 | loss: 0.031142 | val_loss: 0.0311697 | Time: 1383.59 ms
[2021-12-04 12:51:54 main:574] : INFO : Epoch 2013 | loss: 0.0311401 | val_loss: 0.031167 | Time: 1390.59 ms
[2021-12-04 12:51:55 main:574] : INFO : Epoch 2014 | loss: 0.0311408 | val_loss: 0.0311675 | Time: 1326.13 ms
[2021-12-04 12:51:57 main:574] : INFO : Epoch 2015 | loss: 0.0311393 | val_loss: 0.0311677 | Time: 1376.24 ms
[2021-12-04 12:51:58 main:574] : INFO : Epoch 2016 | loss: 0.031141 | val_loss: 0.0311723 | Time: 1369.8 ms
[2021-12-04 12:51:59 main:574] : INFO : Epoch 2017 | loss: 0.0311433 | val_loss: 0.0311666 | Time: 1367.95 ms
[2021-12-04 12:52:01 main:574] : INFO : Epoch 2018 | loss: 0.031143 | val_loss: 0.0311635 | Time: 1358.27 ms
[2021-12-04 12:52:02 main:574] : INFO : Epoch 2019 | loss: 0.0311469 | val_loss: 0.0311684 | Time: 1347.39 ms
[2021-12-04 12:52:03 main:574] : INFO : Epoch 2020 | loss: 0.0311463 | val_loss: 0.031172 | Time: 1364.31 ms
[2021-12-04 12:52:05 main:574] : INFO : Epoch 2021 | loss: 0.0311472 | val_loss: 0.0311673 | Time: 1392.98 ms
[2021-12-04 12:52:06 main:574] : INFO : Epoch 2022 | loss: 0.031146 | val_loss: 0.0311638 | Time: 1355.03 ms
[2021-12-04 12:52:08 main:574] : INFO : Epoch 2023 | loss: 0.031145 | val_loss: 0.0311655 | Time: 1373.81 ms
[2021-12-04 12:52:09 main:574] : INFO : Epoch 2024 | loss: 0.0311429 | val_loss: 0.0311661 | Time: 1373.21 ms
[2021-12-04 12:52:10 main:574] : INFO : Epoch 2025 | loss: 0.0311435 | val_loss: 0.0311636 | Time: 1334.4 ms
[2021-12-04 12:52:12 main:574] : INFO : Epoch 2026 | loss: 0.0311426 | val_loss: 0.0311636 | Time: 1366.56 ms
[2021-12-04 12:52:13 main:574] : INFO : Epoch 2027 | loss: 0.0311405 | val_loss: 0.0311642 | Time: 1362.44 ms
[2021-12-04 12:52:14 main:574] : INFO : Epoch 2028 | loss: 0.0311401 | val_loss: 0.0311649 | Time: 1343.25 ms
[2021-12-04 12:52:16 main:574] : INFO : Epoch 2029 | loss: 0.03114 | val_loss: 0.0311647 | Time: 1354.56 ms
[2021-12-04 12:52:17 main:574] : INFO : Epoch 2030 | loss: 0.0311425 | val_loss: 0.0311721 | Time: 1356.66 ms
[2021-12-04 12:52:19 main:574] : INFO : Epoch 2031 | loss: 0.0311409 | val_loss: 0.0311649 | Time: 1363.05 ms
[2021-12-04 12:52:20 main:574] : INFO : Epoch 2032 | loss: 0.0311413 | val_loss: 0.0311643 | Time: 1365.29 ms
[2021-12-04 12:52:21 main:574] : INFO : Epoch 2033 | loss: 0.0311444 | val_loss: 0.031168 | Time: 1352.2 ms
[2021-12-04 12:52:23 main:574] : INFO : Epoch 2034 | loss: 0.0311464 | val_loss: 0.0311696 | Time: 1379.65 ms
[2021-12-04 12:52:24 main:574] : INFO : Epoch 2035 | loss: 0.031147 | val_loss: 0.0311678 | Time: 1354.43 ms
[2021-12-04 12:52:25 main:574] : INFO : Epoch 2036 | loss: 0.0311449 | val_loss: 0.0311689 | Time: 1350.37 ms
[2021-12-04 12:52:27 main:574] : INFO : Epoch 2037 | loss: 0.0311451 | val_loss: 0.0311738 | Time: 1358.24 ms
[2021-12-04 12:52:28 main:574] : INFO : Epoch 2038 | loss: 0.0311468 | val_loss: 0.0311716 | Time: 1392.87 ms
[2021-12-04 12:52:29 main:574] : INFO : Epoch 2039 | loss: 0.0311441 | val_loss: 0.0311666 | Time: 1353.23 ms
[2021-12-04 12:52:31 main:574] : INFO : Epoch 2040 | loss: 0.0311446 | val_loss: 0.0311622 | Time: 1368.67 ms
[2021-12-04 12:52:32 main:574] : INFO : Epoch 2041 | loss: 0.0311459 | val_loss: 0.0311632 | Time: 1335.89 ms
[2021-12-04 12:52:34 main:574] : INFO : Epoch 2042 | loss: 0.0311466 | val_loss: 0.0311642 | Time: 1381.5 ms
[2021-12-04 12:52:35 main:574] : INFO : Epoch 2043 | loss: 0.0311443 | val_loss: 0.0311629 | Time: 1359.92 ms
[2021-12-04 12:52:36 main:574] : INFO : Epoch 2044 | loss: 0.0311451 | val_loss: 0.0311621 | Time: 1361.28 ms
[2021-12-04 12:52:38 main:574] : INFO : Epoch 2045 | loss: 0.0311439 | val_loss: 0.031162 | Time: 1392.78 ms
[2021-12-04 12:52:39 main:574] : INFO : Epoch 2046 | loss: 0.0311443 | val_loss: 0.0311651 | Time: 1357.72 ms
[2021-12-04 12:52:40 main:574] : INFO : Epoch 2047 | loss: 0.0311413 | val_loss: 0.0311632 | Time: 1359.45 ms
[2021-12-04 12:52:42 main:574] : INFO : Epoch 2048 | loss: 0.0311419 | val_loss: 0.0311663 | Time: 1387.26 ms
[2021-12-04 12:52:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311663
[2021-12-04 12:52:42 main:603] : INFO : Saving end state to config to file
[2021-12-04 12:52:42 main:608] : INFO : Success, exiting..
12:52:42 (5072): 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)