Task 14622541
| Name | ParityModified-1647048449-11994-3-0_0 |
| Workunit | 11639522 |
| Created | 17 Apr 2022, 3:00:34 UTC |
| Sent | 17 Apr 2022, 3:00:53 UTC |
| Report deadline | 25 Apr 2022, 3:00:53 UTC |
| Received | 24 Apr 2022, 0:24:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7122 |
| Run time | 48 min 36 sec |
| CPU time | 47 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,381.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0311419 | val_loss: 0.0311636 | Time: 1450.75 ms [2022-04-24 10:12:10 main:574] : INFO : Epoch 1543 | loss: 0.031144 | val_loss: 0.0311658 | Time: 1409.08 ms [2022-04-24 10:12:12 main:574] : INFO : Epoch 1544 | loss: 0.0311435 | val_loss: 0.0311651 | Time: 1397.17 ms [2022-04-24 10:12:13 main:574] : INFO : Epoch 1545 | loss: 0.0311446 | val_loss: 0.0311622 | Time: 1426.45 ms [2022-04-24 10:12:15 main:574] : INFO : Epoch 1546 | loss: 0.0311433 | val_loss: 0.0311615 | Time: 1382.76 ms [2022-04-24 10:12:16 main:574] : INFO : Epoch 1547 | loss: 0.031143 | val_loss: 0.0311669 | Time: 1417.89 ms [2022-04-24 10:12:17 main:574] : INFO : Epoch 1548 | loss: 0.0311433 | val_loss: 0.0311615 | Time: 1389.31 ms [2022-04-24 10:12:19 main:574] : INFO : Epoch 1549 | loss: 0.0311428 | val_loss: 0.0311595 | Time: 1422.13 ms [2022-04-24 10:12:20 main:574] : INFO : Epoch 1550 | loss: 0.0311425 | val_loss: 0.0311606 | Time: 1424.95 ms [2022-04-24 10:12:22 main:574] : INFO : Epoch 1551 | loss: 0.0311447 | val_loss: 0.0311698 | Time: 1390.96 ms [2022-04-24 10:12:23 main:574] : INFO : Epoch 1552 | loss: 0.0311453 | val_loss: 0.0311616 | Time: 1395.89 ms [2022-04-24 10:12:25 main:574] : INFO : Epoch 1553 | loss: 0.0311443 | val_loss: 0.0311622 | Time: 1416.16 ms [2022-04-24 10:12:26 main:574] : INFO : Epoch 1554 | loss: 0.0311446 | val_loss: 0.0311693 | Time: 1419.83 ms [2022-04-24 10:12:27 main:574] : INFO : Epoch 1555 | loss: 0.0311408 | val_loss: 0.0311627 | Time: 1392.21 ms [2022-04-24 10:12:29 main:574] : INFO : Epoch 1556 | loss: 0.031141 | val_loss: 0.0311587 | Time: 1432.18 ms [2022-04-24 10:12:30 main:574] : INFO : Epoch 1557 | loss: 0.031143 | val_loss: 0.0311639 | Time: 1412.19 ms [2022-04-24 10:12:32 main:574] : INFO : Epoch 1558 | loss: 0.0311432 | val_loss: 0.0311638 | Time: 1410.08 ms [2022-04-24 10:12:33 main:574] : INFO : Epoch 1559 | loss: 0.0311413 | val_loss: 0.0311599 | Time: 1408.78 ms [2022-04-24 10:12:35 main:574] : INFO : Epoch 1560 | loss: 0.0311421 | val_loss: 0.0311631 | Time: 1421.39 ms [2022-04-24 10:12:36 main:574] : INFO : Epoch 1561 | loss: 0.0311435 | val_loss: 0.0311609 | Time: 1398.3 ms [2022-04-24 10:12:37 main:574] : INFO : Epoch 1562 | loss: 0.0311432 | val_loss: 0.0311645 | Time: 1390.73 ms [2022-04-24 10:12:39 main:574] : INFO : Epoch 1563 | loss: 0.0311438 | val_loss: 0.0311606 | Time: 1402.47 ms [2022-04-24 10:12:40 main:574] : INFO : Epoch 1564 | loss: 0.0311423 | val_loss: 0.03116 | Time: 1392.53 ms [2022-04-24 10:12:42 main:574] : INFO : Epoch 1565 | loss: 0.0311462 | val_loss: 0.0311696 | Time: 1408.22 ms [2022-04-24 10:12:43 main:574] : INFO : Epoch 1566 | loss: 0.0311448 | val_loss: 0.0311573 | Time: 1441.73 ms [2022-04-24 10:12:44 main:574] : INFO : Epoch 1567 | loss: 0.0311415 | val_loss: 0.031158 | Time: 1424.53 ms [2022-04-24 10:12:46 main:574] : INFO : Epoch 1568 | loss: 0.0311408 | val_loss: 0.0311595 | Time: 1458.08 ms [2022-04-24 10:12:47 main:574] : INFO : Epoch 1569 | loss: 0.0311451 | val_loss: 0.031161 | Time: 1421.67 ms [2022-04-24 10:12:49 main:574] : INFO : Epoch 1570 | loss: 0.0311421 | val_loss: 0.0311664 | Time: 1425.66 ms [2022-04-24 10:12:50 main:574] : INFO : Epoch 1571 | loss: 0.0311436 | val_loss: 0.0311654 | Time: 1404.62 ms [2022-04-24 10:12:52 main:574] : INFO : Epoch 1572 | loss: 0.0311396 | val_loss: 0.0311586 | Time: 1378.59 ms [2022-04-24 10:12:53 main:574] : INFO : Epoch 1573 | loss: 0.0311389 | val_loss: 0.0311589 | Time: 1398.13 ms [2022-04-24 10:12:54 main:574] : INFO : Epoch 1574 | loss: 0.0311391 | val_loss: 0.03116 | Time: 1352.54 ms [2022-04-24 10:12:56 main:574] : INFO : Epoch 1575 | loss: 0.0311384 | val_loss: 0.0311609 | Time: 1398.31 ms [2022-04-24 10:12:57 main:574] : INFO : Epoch 1576 | loss: 0.0311382 | val_loss: 0.0311582 | Time: 1452.49 ms [2022-04-24 10:12:59 main:574] : INFO : Epoch 1577 | loss: 0.0311397 | val_loss: 0.0311582 | Time: 1452.68 ms [2022-04-24 10:13:00 main:574] : INFO : Epoch 1578 | loss: 0.0311401 | val_loss: 0.0311574 | Time: 1490.55 ms [2022-04-24 10:13:02 main:574] : INFO : Epoch 1579 | loss: 0.0311417 | val_loss: 0.0311604 | Time: 1398.66 ms [2022-04-24 10:13:03 main:574] : INFO : Epoch 1580 | loss: 0.0311383 | val_loss: 0.0311584 | Time: 1388.28 ms [2022-04-24 10:13:04 main:574] : INFO : Epoch 1581 | loss: 0.03114 | val_loss: 0.0311566 | Time: 1423.02 ms [2022-04-24 10:13:06 main:574] : INFO : Epoch 1582 | loss: 0.0311397 | val_loss: 0.0311573 | Time: 1380.46 ms [2022-04-24 10:13:07 main:574] : INFO : Epoch 1583 | loss: 0.0311375 | val_loss: 0.0311591 | Time: 1435.42 ms [2022-04-24 10:13:09 main:574] : INFO : Epoch 1584 | loss: 0.0311373 | val_loss: 0.0311632 | Time: 1439.01 ms [2022-04-24 10:13:10 main:574] : INFO : Epoch 1585 | loss: 0.0311395 | val_loss: 0.0311614 | Time: 1408.16 ms [2022-04-24 10:13:12 main:574] : INFO : Epoch 1586 | loss: 0.0311436 | val_loss: 0.0311665 | Time: 1421.12 ms [2022-04-24 10:13:13 main:574] : INFO : Epoch 1587 | loss: 0.0311453 | val_loss: 0.0311656 | Time: 1418.3 ms [2022-04-24 10:13:14 main:574] : INFO : Epoch 1588 | loss: 0.0311458 | val_loss: 0.0311605 | Time: 1405.96 ms [2022-04-24 10:13:16 main:574] : INFO : Epoch 1589 | loss: 0.0311436 | val_loss: 0.0311661 | Time: 1383.23 ms [2022-04-24 10:13:17 main:574] : INFO : Epoch 1590 | loss: 0.0311476 | val_loss: 0.0311784 | Time: 1409.54 ms [2022-04-24 10:13:19 main:574] : INFO : Epoch 1591 | loss: 0.0311673 | val_loss: 0.0311696 | Time: 1409.11 ms [2022-04-24 10:13:20 main:574] : INFO : Epoch 1592 | loss: 0.0313623 | val_loss: 0.0313975 | Time: 1421.02 ms [2022-04-24 10:13:22 main:574] : INFO : Epoch 1593 | loss: 0.0376524 | val_loss: 0.036057 | Time: 1395.97 ms [2022-04-24 10:13:23 main:574] : INFO : Epoch 1594 | loss: 0.032371 | val_loss: 0.0314951 | Time: 1413.54 ms [2022-04-24 10:13:24 main:574] : INFO : Epoch 1595 | loss: 0.0313707 | val_loss: 0.0312873 | Time: 1409.32 ms [2022-04-24 10:13:26 main:574] : INFO : Epoch 1596 | loss: 0.0312564 | val_loss: 0.0312343 | Time: 1392.84 ms [2022-04-24 10:13:27 main:574] : INFO : Epoch 1597 | loss: 0.0312243 | val_loss: 0.0312139 | Time: 1411.95 ms [2022-04-24 10:13:29 main:574] : INFO : Epoch 1598 | loss: 0.0312052 | val_loss: 0.0311983 | Time: 1404.57 ms [2022-04-24 10:13:30 main:574] : INFO : Epoch 1599 | loss: 0.0311952 | val_loss: 0.03119 | Time: 1393.64 ms [2022-04-24 10:13:31 main:574] : INFO : Epoch 1600 | loss: 0.0311939 | val_loss: 0.0311801 | Time: 1440.14 ms [2022-04-24 10:13:33 main:574] : INFO : Epoch 1601 | loss: 0.0311862 | val_loss: 0.0311863 | Time: 1425.45 ms [2022-04-24 10:13:34 main:574] : INFO : Epoch 1602 | loss: 0.0311762 | val_loss: 0.0311734 | Time: 1403.8 ms [2022-04-24 10:13:36 main:574] : INFO : Epoch 1603 | loss: 0.031172 | val_loss: 0.0311711 | Time: 1411.96 ms [2022-04-24 10:13:37 main:574] : INFO : Epoch 1604 | loss: 0.0311664 | val_loss: 0.0311687 | Time: 1419.9 ms [2022-04-24 10:13:39 main:574] : INFO : Epoch 1605 | loss: 0.0311671 | val_loss: 0.0311697 | Time: 1390.32 ms [2022-04-24 10:13:40 main:574] : INFO : Epoch 1606 | loss: 0.0311706 | val_loss: 0.0311672 | Time: 1378.03 ms [2022-04-24 10:13:41 main:574] : INFO : Epoch 1607 | loss: 0.0311634 | val_loss: 0.0311679 | Time: 1346.82 ms [2022-04-24 10:13:43 main:574] : INFO : Epoch 1608 | loss: 0.0311616 | val_loss: 0.031165 | Time: 1358.49 ms [2022-04-24 10:13:44 main:574] : INFO : Epoch 1609 | loss: 0.0311671 | val_loss: 0.0311757 | Time: 1419.52 ms [2022-04-24 10:13:46 main:574] : INFO : Epoch 1610 | loss: 0.0311634 | val_loss: 0.031164 | Time: 1527.76 ms [2022-04-24 10:13:47 main:574] : INFO : Epoch 1611 | loss: 0.031159 | val_loss: 0.0311709 | Time: 1496.83 ms [2022-04-24 10:13:49 main:574] : INFO : Epoch 1612 | loss: 0.0311585 | val_loss: 0.0311627 | Time: 1427.26 ms [2022-04-24 10:13:50 main:574] : INFO : Epoch 1613 | loss: 0.0311582 | val_loss: 0.0311696 | Time: 1403.62 ms [2022-04-24 10:13:51 main:574] : INFO : Epoch 1614 | loss: 0.0311589 | val_loss: 0.0311629 | Time: 1378.01 ms [2022-04-24 10:13:53 main:574] : INFO : Epoch 1615 | loss: 0.0311583 | val_loss: 0.0311641 | Time: 1433.99 ms [2022-04-24 10:13:54 main:574] : INFO : Epoch 1616 | loss: 0.0311577 | val_loss: 0.0311644 | Time: 1391.13 ms [2022-04-24 10:13:56 main:574] : INFO : Epoch 1617 | loss: 0.031156 | val_loss: 0.0311652 | Time: 1420.25 ms [2022-04-24 10:13:57 main:574] : INFO : Epoch 1618 | loss: 0.031156 | val_loss: 0.0311621 | Time: 1397.89 ms [2022-04-24 10:13:58 main:574] : INFO : Epoch 1619 | loss: 0.0311549 | val_loss: 0.0311598 | Time: 1417.66 ms [2022-04-24 10:14:00 main:574] : INFO : Epoch 1620 | loss: 0.031155 | val_loss: 0.0311611 | Time: 1405.04 ms [2022-04-24 10:14:01 main:574] : INFO : Epoch 1621 | loss: 0.031154 | val_loss: 0.0311615 | Time: 1419.97 ms [2022-04-24 10:14:03 main:574] : INFO : Epoch 1622 | loss: 0.031154 | val_loss: 0.0311638 | Time: 1395.33 ms [2022-04-24 10:14:04 main:574] : INFO : Epoch 1623 | loss: 0.0311583 | val_loss: 0.031178 | Time: 1431.65 ms [2022-04-24 10:14:06 main:574] : INFO : Epoch 1624 | loss: 0.0311576 | val_loss: 0.0311732 | Time: 1414.84 ms [2022-04-24 10:14:07 main:574] : INFO : Epoch 1625 | loss: 0.0311651 | val_loss: 0.0311877 | Time: 1394.88 ms [2022-04-24 10:14:08 main:574] : INFO : Epoch 1626 | loss: 0.0311695 | val_loss: 0.0311759 | Time: 1426.63 ms [2022-04-24 10:14:10 main:574] : INFO : Epoch 1627 | loss: 0.0311631 | val_loss: 0.0311661 | Time: 1393.76 ms [2022-04-24 10:14:11 main:574] : INFO : Epoch 1628 | loss: 0.0311604 | val_loss: 0.0311644 | Time: 1416.44 ms [2022-04-24 10:14:13 main:574] : INFO : Epoch 1629 | loss: 0.0311586 | val_loss: 0.0311663 | Time: 1413.59 ms [2022-04-24 10:14:14 main:574] : INFO : Epoch 1630 | loss: 0.0311569 | val_loss: 0.0311619 | Time: 1409.53 ms [2022-04-24 10:14:16 main:574] : INFO : Epoch 1631 | loss: 0.0311554 | val_loss: 0.0311631 | Time: 1408.78 ms [2022-04-24 10:14:17 main:574] : INFO : Epoch 1632 | loss: 0.0311543 | val_loss: 0.0311614 | Time: 1412.64 ms [2022-04-24 10:14:18 main:574] : INFO : Epoch 1633 | loss: 0.0311571 | val_loss: 0.0311778 | Time: 1387.13 ms [2022-04-24 10:14:20 main:574] : INFO : Epoch 1634 | loss: 0.0311617 | val_loss: 0.0311605 | Time: 1406.23 ms [2022-04-24 10:14:21 main:574] : INFO : Epoch 1635 | loss: 0.0311557 | val_loss: 0.031165 | Time: 1408.94 ms [2022-04-24 10:14:23 main:574] : INFO : Epoch 1636 | loss: 0.0311531 | val_loss: 0.0311623 | Time: 1397.37 ms [2022-04-24 10:14:24 main:574] : INFO : Epoch 1637 | loss: 0.0311516 | val_loss: 0.0311633 | Time: 1406.06 ms [2022-04-24 10:14:25 main:574] : INFO : Epoch 1638 | loss: 0.0311515 | val_loss: 0.0311602 | Time: 1373.42 ms [2022-04-24 10:14:27 main:574] : INFO : Epoch 1639 | loss: 0.0311547 | val_loss: 0.0311626 | Time: 1424.14 ms [2022-04-24 10:14:28 main:574] : INFO : Epoch 1640 | loss: 0.0311528 | val_loss: 0.0311607 | Time: 1403.1 ms [2022-04-24 10:14:30 main:574] : INFO : Epoch 1641 | loss: 0.0311506 | val_loss: 0.031161 | Time: 1410.16 ms [2022-04-24 10:14:31 main:574] : INFO : Epoch 1642 | loss: 0.0311539 | val_loss: 0.0311642 | Time: 1434.93 ms [2022-04-24 10:14:33 main:574] : INFO : Epoch 1643 | loss: 0.0311588 | val_loss: 0.0311788 | Time: 1425.31 ms [2022-04-24 10:14:34 main:574] : INFO : Epoch 1644 | loss: 0.0311625 | val_loss: 0.0311674 | Time: 1424.21 ms [2022-04-24 10:14:35 main:574] : INFO : Epoch 1645 | loss: 0.0311605 | val_loss: 0.0311676 | Time: 1405.45 ms [2022-04-24 10:14:37 main:574] : INFO : Epoch 1646 | loss: 0.0311582 | val_loss: 0.031167 | Time: 1403.08 ms [2022-04-24 10:14:38 main:574] : INFO : Epoch 1647 | loss: 0.0311549 | val_loss: 0.0311626 | Time: 1403.61 ms [2022-04-24 10:14:40 main:574] : INFO : Epoch 1648 | loss: 0.031157 | val_loss: 0.0311682 | Time: 1407.53 ms [2022-04-24 10:14:41 main:574] : INFO : Epoch 1649 | loss: 0.0311556 | val_loss: 0.0311615 | Time: 1440.58 ms [2022-04-24 10:14:42 main:574] : INFO : Epoch 1650 | loss: 0.0311538 | val_loss: 0.0311627 | Time: 1413.37 ms [2022-04-24 10:14:44 main:574] : INFO : Epoch 1651 | loss: 0.0311538 | val_loss: 0.0311626 | Time: 1403.88 ms [2022-04-24 10:14:45 main:574] : INFO : Epoch 1652 | loss: 0.031153 | val_loss: 0.0311627 | Time: 1436.41 ms [2022-04-24 10:14:47 main:574] : INFO : Epoch 1653 | loss: 0.0311514 | val_loss: 0.0311674 | Time: 1431.91 ms [2022-04-24 10:14:48 main:574] : INFO : Epoch 1654 | loss: 0.0311555 | val_loss: 0.0311614 | Time: 1414.29 ms [2022-04-24 10:14:50 main:574] : INFO : Epoch 1655 | loss: 0.0311538 | val_loss: 0.0311698 | Time: 1392.22 ms [2022-04-24 10:14:51 main:574] : INFO : Epoch 1656 | loss: 0.0311541 | val_loss: 0.0311624 | Time: 1420.32 ms [2022-04-24 10:14:52 main:574] : INFO : Epoch 1657 | loss: 0.0311532 | val_loss: 0.0311638 | Time: 1423.72 ms [2022-04-24 10:14:54 main:574] : INFO : Epoch 1658 | loss: 0.0311508 | val_loss: 0.0311617 | Time: 1422.66 ms [2022-04-24 10:14:55 main:574] : INFO : Epoch 1659 | loss: 0.0311522 | val_loss: 0.0311611 | Time: 1398.01 ms [2022-04-24 10:14:57 main:574] : INFO : Epoch 1660 | loss: 0.0311525 | val_loss: 0.031164 | Time: 1407.72 ms [2022-04-24 10:14:58 main:574] : INFO : Epoch 1661 | loss: 0.0311523 | val_loss: 0.0311669 | Time: 1412.33 ms [2022-04-24 10:15:00 main:574] : INFO : Epoch 1662 | loss: 0.0311511 | val_loss: 0.0311635 | Time: 1393.11 ms [2022-04-24 10:15:01 main:574] : INFO : Epoch 1663 | loss: 0.0311501 | val_loss: 0.0311621 | Time: 1402.5 ms [2022-04-24 10:15:02 main:574] : INFO : Epoch 1664 | loss: 0.0311523 | val_loss: 0.0311846 | Time: 1390.02 ms [2022-04-24 10:15:04 main:574] : INFO : Epoch 1665 | loss: 0.0311628 | val_loss: 0.0311858 | Time: 1397.66 ms [2022-04-24 10:15:05 main:574] : INFO : Epoch 1666 | loss: 0.0311539 | val_loss: 0.0311625 | Time: 1419.02 ms [2022-04-24 10:15:07 main:574] : INFO : Epoch 1667 | loss: 0.0311516 | val_loss: 0.031161 | Time: 1419.2 ms [2022-04-24 10:15:08 main:574] : INFO : Epoch 1668 | loss: 0.0311548 | val_loss: 0.0311647 | Time: 1406.67 ms [2022-04-24 10:15:09 main:574] : INFO : Epoch 1669 | loss: 0.0311553 | val_loss: 0.0311728 | Time: 1409.68 ms [2022-04-24 10:15:11 main:574] : INFO : Epoch 1670 | loss: 0.0311532 | val_loss: 0.0311646 | Time: 1408.53 ms [2022-04-24 10:15:12 main:574] : INFO : Epoch 1671 | loss: 0.0311499 | val_loss: 0.0311629 | Time: 1448.18 ms [2022-04-24 10:15:14 main:574] : INFO : Epoch 1672 | loss: 0.0311489 | val_loss: 0.0311607 | Time: 1395.46 ms [2022-04-24 10:15:15 main:574] : INFO : Epoch 1673 | loss: 0.031153 | val_loss: 0.0311747 | Time: 1420.82 ms [2022-04-24 10:15:17 main:574] : INFO : Epoch 1674 | loss: 0.0311513 | val_loss: 0.0311686 | Time: 1399.1 ms [2022-04-24 10:15:18 main:574] : INFO : Epoch 1675 | loss: 0.0311525 | val_loss: 0.0311652 | Time: 1394.56 ms [2022-04-24 10:15:19 main:574] : INFO : Epoch 1676 | loss: 0.0311519 | val_loss: 0.0311602 | Time: 1371.36 ms [2022-04-24 10:15:21 main:574] : INFO : Epoch 1677 | loss: 0.0311503 | val_loss: 0.0311613 | Time: 1441.6 ms [2022-04-24 10:15:22 main:574] : INFO : Epoch 1678 | loss: 0.0311494 | val_loss: 0.0311604 | Time: 1381.4 ms [2022-04-24 10:15:24 main:574] : INFO : Epoch 1679 | loss: 0.0311494 | val_loss: 0.0311636 | Time: 1413.86 ms [2022-04-24 10:15:25 main:574] : INFO : Epoch 1680 | loss: 0.0311501 | val_loss: 0.0311612 | Time: 1395.32 ms [2022-04-24 10:15:26 main:574] : INFO : Epoch 1681 | loss: 0.0311507 | val_loss: 0.0311609 | Time: 1442.86 ms [2022-04-24 10:15:28 main:574] : INFO : Epoch 1682 | loss: 0.0311487 | val_loss: 0.0311614 | Time: 1384.92 ms [2022-04-24 10:15:29 main:574] : INFO : Epoch 1683 | loss: 0.0311476 | val_loss: 0.0311633 | Time: 1384.8 ms [2022-04-24 10:15:31 main:574] : INFO : Epoch 1684 | loss: 0.0311478 | val_loss: 0.0311719 | Time: 1399.66 ms [2022-04-24 10:15:32 main:574] : INFO : Epoch 1685 | loss: 0.0311517 | val_loss: 0.0311602 | Time: 1422.75 ms [2022-04-24 10:15:34 main:574] : INFO : Epoch 1686 | loss: 0.031149 | val_loss: 0.0311605 | Time: 1396.7 ms [2022-04-24 10:15:35 main:574] : INFO : Epoch 1687 | loss: 0.0311524 | val_loss: 0.031165 | Time: 1376.82 ms [2022-04-24 10:15:36 main:574] : INFO : Epoch 1688 | loss: 0.0311513 | val_loss: 0.031158 | Time: 1392.8 ms [2022-04-24 10:15:38 main:574] : INFO : Epoch 1689 | loss: 0.0311483 | val_loss: 0.0311596 | Time: 1393.76 ms [2022-04-24 10:15:39 main:574] : INFO : Epoch 1690 | loss: 0.0311471 | val_loss: 0.0311608 | Time: 1395.03 ms [2022-04-24 10:15:41 main:574] : INFO : Epoch 1691 | loss: 0.0311477 | val_loss: 0.0311742 | Time: 1431.93 ms [2022-04-24 10:15:42 main:574] : INFO : Epoch 1692 | loss: 0.0311488 | val_loss: 0.0311579 | Time: 1394.97 ms [2022-04-24 10:15:43 main:574] : INFO : Epoch 1693 | loss: 0.0311484 | val_loss: 0.0311582 | Time: 1424.6 ms [2022-04-24 10:15:45 main:574] : INFO : Epoch 1694 | loss: 0.0311478 | val_loss: 0.0311626 | Time: 1430.95 ms [2022-04-24 10:15:46 main:574] : INFO : Epoch 1695 | loss: 0.0311526 | val_loss: 0.0311594 | Time: 1423.43 ms [2022-04-24 10:15:48 main:574] : INFO : Epoch 1696 | loss: 0.0311546 | val_loss: 0.0311661 | Time: 1360.49 ms [2022-04-24 10:15:49 main:574] : INFO : Epoch 1697 | loss: 0.0311493 | val_loss: 0.0311556 | Time: 1416.3 ms [2022-04-24 10:15:51 main:574] : INFO : Epoch 1698 | loss: 0.0311482 | val_loss: 0.0311558 | Time: 1387.41 ms [2022-04-24 10:15:52 main:574] : INFO : Epoch 1699 | loss: 0.0311471 | val_loss: 0.0311541 | Time: 1388.15 ms [2022-04-24 10:15:53 main:574] : INFO : Epoch 1700 | loss: 0.031146 | val_loss: 0.0311555 | Time: 1420.61 ms [2022-04-24 10:15:55 main:574] : INFO : Epoch 1701 | loss: 0.0311498 | val_loss: 0.0311569 | Time: 1401.22 ms [2022-04-24 10:15:56 main:574] : INFO : Epoch 1702 | loss: 0.0311511 | val_loss: 0.0311562 | Time: 1398.52 ms [2022-04-24 10:15:58 main:574] : INFO : Epoch 1703 | loss: 0.0311521 | val_loss: 0.031159 | Time: 1383.13 ms [2022-04-24 10:15:59 main:574] : INFO : Epoch 1704 | loss: 0.0311564 | val_loss: 0.0311678 | Time: 1421.56 ms [2022-04-24 10:16:00 main:574] : INFO : Epoch 1705 | loss: 0.0311609 | val_loss: 0.031163 | Time: 1396.17 ms [2022-04-24 10:16:02 main:574] : INFO : Epoch 1706 | loss: 0.0311562 | val_loss: 0.0311609 | Time: 1367.01 ms [2022-04-24 10:16:03 main:574] : INFO : Epoch 1707 | loss: 0.031155 | val_loss: 0.0311598 | Time: 1421.05 ms [2022-04-24 10:16:05 main:574] : INFO : Epoch 1708 | loss: 0.0311539 | val_loss: 0.0311588 | Time: 1375.89 ms [2022-04-24 10:16:06 main:574] : INFO : Epoch 1709 | loss: 0.0311528 | val_loss: 0.0311592 | Time: 1395.92 ms [2022-04-24 10:16:07 main:574] : INFO : Epoch 1710 | loss: 0.0311566 | val_loss: 0.0311623 | Time: 1374.26 ms [2022-04-24 10:16:09 main:574] : INFO : Epoch 1711 | loss: 0.0311554 | val_loss: 0.0311595 | Time: 1373.01 ms [2022-04-24 10:16:10 main:574] : INFO : Epoch 1712 | loss: 0.0311544 | val_loss: 0.0311641 | Time: 1413.12 ms [2022-04-24 10:16:12 main:574] : INFO : Epoch 1713 | loss: 0.0311533 | val_loss: 0.0311623 | Time: 1434.34 ms [2022-04-24 10:16:13 main:574] : INFO : Epoch 1714 | loss: 0.0311496 | val_loss: 0.0311575 | Time: 1406.33 ms [2022-04-24 10:16:14 main:574] : INFO : Epoch 1715 | loss: 0.0311521 | val_loss: 0.0311662 | Time: 1379.72 ms [2022-04-24 10:16:16 main:574] : INFO : Epoch 1716 | loss: 0.031155 | val_loss: 0.0311651 | Time: 1439.12 ms [2022-04-24 10:16:17 main:574] : INFO : Epoch 1717 | loss: 0.0311526 | val_loss: 0.0311579 | Time: 1399.11 ms [2022-04-24 10:16:19 main:574] : INFO : Epoch 1718 | loss: 0.0311494 | val_loss: 0.0311589 | Time: 1423.67 ms [2022-04-24 10:16:20 main:574] : INFO : Epoch 1719 | loss: 0.0311498 | val_loss: 0.0311627 | Time: 1415.41 ms [2022-04-24 10:16:22 main:574] : INFO : Epoch 1720 | loss: 0.0311522 | val_loss: 0.0311629 | Time: 1418.81 ms [2022-04-24 10:16:23 main:574] : INFO : Epoch 1721 | loss: 0.0311511 | val_loss: 0.0311657 | Time: 1375.59 ms [2022-04-24 10:16:24 main:574] : INFO : Epoch 1722 | loss: 0.0311518 | val_loss: 0.0311627 | Time: 1414.07 ms [2022-04-24 10:16:26 main:574] : INFO : Epoch 1723 | loss: 0.0311548 | val_loss: 0.0311604 | Time: 1405.17 ms [2022-04-24 10:16:27 main:574] : INFO : Epoch 1724 | loss: 0.0311479 | val_loss: 0.0311584 | Time: 1391.65 ms [2022-04-24 10:16:29 main:574] : INFO : Epoch 1725 | loss: 0.0311455 | val_loss: 0.0311593 | Time: 1377.76 ms [2022-04-24 10:16:30 main:574] : INFO : Epoch 1726 | loss: 0.0311469 | val_loss: 0.0311604 | Time: 1386.26 ms [2022-04-24 10:16:31 main:574] : INFO : Epoch 1727 | loss: 0.0311516 | val_loss: 0.0311619 | Time: 1377.39 ms [2022-04-24 10:16:33 main:574] : INFO : Epoch 1728 | loss: 0.0311451 | val_loss: 0.0311588 | Time: 1405.17 ms [2022-04-24 10:16:34 main:574] : INFO : Epoch 1729 | loss: 0.0311443 | val_loss: 0.0311632 | Time: 1388.69 ms [2022-04-24 10:16:36 main:574] : INFO : Epoch 1730 | loss: 0.0311473 | val_loss: 0.0311595 | Time: 1396.2 ms [2022-04-24 10:16:37 main:574] : INFO : Epoch 1731 | loss: 0.0311466 | val_loss: 0.0311584 | Time: 1412.49 ms [2022-04-24 10:16:38 main:574] : INFO : Epoch 1732 | loss: 0.0311476 | val_loss: 0.0311584 | Time: 1404.84 ms [2022-04-24 10:16:40 main:574] : INFO : Epoch 1733 | loss: 0.0311449 | val_loss: 0.0311572 | Time: 1382.29 ms [2022-04-24 10:16:41 main:574] : INFO : Epoch 1734 | loss: 0.0311454 | val_loss: 0.0311629 | Time: 1399.73 ms [2022-04-24 10:16:43 main:574] : INFO : Epoch 1735 | loss: 0.0311466 | val_loss: 0.0311574 | Time: 1394.26 ms [2022-04-24 10:16:44 main:574] : INFO : Epoch 1736 | loss: 0.0311445 | val_loss: 0.0311565 | Time: 1402.79 ms [2022-04-24 10:16:46 main:574] : INFO : Epoch 1737 | loss: 0.0311447 | val_loss: 0.0311653 | Time: 1436.92 ms [2022-04-24 10:16:47 main:574] : INFO : Epoch 1738 | loss: 0.0311465 | val_loss: 0.0311616 | Time: 1412.41 ms [2022-04-24 10:16:48 main:574] : INFO : Epoch 1739 | loss: 0.0311457 | val_loss: 0.0311675 | Time: 1387.38 ms [2022-04-24 10:16:50 main:574] : INFO : Epoch 1740 | loss: 0.0311487 | val_loss: 0.0311645 | Time: 1390.52 ms [2022-04-24 10:16:51 main:574] : INFO : Epoch 1741 | loss: 0.0311452 | val_loss: 0.0311568 | Time: 1396.64 ms [2022-04-24 10:16:53 main:574] : INFO : Epoch 1742 | loss: 0.0311438 | val_loss: 0.0311584 | Time: 1427.98 ms [2022-04-24 10:16:54 main:574] : INFO : Epoch 1743 | loss: 0.0311476 | val_loss: 0.0311601 | Time: 1388.65 ms [2022-04-24 10:16:55 main:574] : INFO : Epoch 1744 | loss: 0.0311444 | val_loss: 0.0311613 | Time: 1400.73 ms [2022-04-24 10:16:57 main:574] : INFO : Epoch 1745 | loss: 0.0311453 | val_loss: 0.0311563 | Time: 1420.38 ms [2022-04-24 10:16:58 main:574] : INFO : Epoch 1746 | loss: 0.0311471 | val_loss: 0.0311599 | Time: 1394.74 ms [2022-04-24 10:17:00 main:574] : INFO : Epoch 1747 | loss: 0.0311444 | val_loss: 0.0311568 | Time: 1390.08 ms [2022-04-24 10:17:01 main:574] : INFO : Epoch 1748 | loss: 0.0311512 | val_loss: 0.0311604 | Time: 1402.9 ms [2022-04-24 10:17:03 main:574] : INFO : Epoch 1749 | loss: 0.0311469 | val_loss: 0.0311583 | Time: 1395.38 ms [2022-04-24 10:17:04 main:574] : INFO : Epoch 1750 | loss: 0.0311472 | val_loss: 0.0311544 | Time: 1400.34 ms [2022-04-24 10:17:05 main:574] : INFO : Epoch 1751 | loss: 0.0311489 | val_loss: 0.0311626 | Time: 1400.32 ms [2022-04-24 10:17:07 main:574] : INFO : Epoch 1752 | loss: 0.0311514 | val_loss: 0.031162 | Time: 1413.83 ms [2022-04-24 10:17:08 main:574] : INFO : Epoch 1753 | loss: 0.0311508 | val_loss: 0.0311591 | Time: 1372.33 ms [2022-04-24 10:17:10 main:574] : INFO : Epoch 1754 | loss: 0.0311483 | val_loss: 0.0311597 | Time: 1407.81 ms [2022-04-24 10:17:11 main:574] : INFO : Epoch 1755 | loss: 0.0311533 | val_loss: 0.0311594 | Time: 1409.16 ms [2022-04-24 10:17:12 main:574] : INFO : Epoch 1756 | loss: 0.0311523 | val_loss: 0.0311682 | Time: 1415.97 ms [2022-04-24 10:17:14 main:574] : INFO : Epoch 1757 | loss: 0.0311515 | val_loss: 0.0311592 | Time: 1414.03 ms [2022-04-24 10:17:15 main:574] : INFO : Epoch 1758 | loss: 0.0311462 | val_loss: 0.0311574 | Time: 1402.01 ms [2022-04-24 10:17:17 main:574] : INFO : Epoch 1759 | loss: 0.0311484 | val_loss: 0.0311566 | Time: 1400.98 ms [2022-04-24 10:17:18 main:574] : INFO : Epoch 1760 | loss: 0.0311465 | val_loss: 0.0311639 | Time: 1412.66 ms [2022-04-24 10:17:20 main:574] : INFO : Epoch 1761 | loss: 0.0311474 | val_loss: 0.031157 | Time: 1406.03 ms [2022-04-24 10:17:21 main:574] : INFO : Epoch 1762 | loss: 0.0311465 | val_loss: 0.0311566 | Time: 1421.85 ms [2022-04-24 10:17:22 main:574] : INFO : Epoch 1763 | loss: 0.0311454 | val_loss: 0.0311562 | Time: 1401.74 ms [2022-04-24 10:17:24 main:574] : INFO : Epoch 1764 | loss: 0.0311441 | val_loss: 0.0311557 | Time: 1431.82 ms [2022-04-24 10:17:25 main:574] : INFO : Epoch 1765 | loss: 0.0311441 | val_loss: 0.0311563 | Time: 1406.22 ms [2022-04-24 10:17:27 main:574] : INFO : Epoch 1766 | loss: 0.0311463 | val_loss: 0.0311575 | Time: 1428.13 ms [2022-04-24 10:17:28 main:574] : INFO : Epoch 1767 | loss: 0.031146 | val_loss: 0.0311567 | Time: 1396.22 ms [2022-04-24 10:17:30 main:574] : INFO : Epoch 1768 | loss: 0.0311416 | val_loss: 0.0311551 | Time: 1421.73 ms [2022-04-24 10:17:31 main:574] : INFO : Epoch 1769 | loss: 0.0311405 | val_loss: 0.0311563 | Time: 1433.48 ms [2022-04-24 10:17:32 main:574] : INFO : Epoch 1770 | loss: 0.031141 | val_loss: 0.0311555 | Time: 1394.44 ms [2022-04-24 10:17:34 main:574] : INFO : Epoch 1771 | loss: 0.0311402 | val_loss: 0.0311538 | Time: 1425.82 ms [2022-04-24 10:17:35 main:574] : INFO : Epoch 1772 | loss: 0.0311412 | val_loss: 0.0311623 | Time: 1391.4 ms [2022-04-24 10:17:37 main:574] : INFO : Epoch 1773 | loss: 0.0311436 | val_loss: 0.0311554 | Time: 1405.05 ms [2022-04-24 10:17:38 main:574] : INFO : Epoch 1774 | loss: 0.0311411 | val_loss: 0.0311541 | Time: 1413.94 ms [2022-04-24 10:17:39 main:574] : INFO : Epoch 1775 | loss: 0.0311391 | val_loss: 0.0311606 | Time: 1407.76 ms [2022-04-24 10:17:41 main:574] : INFO : Epoch 1776 | loss: 0.0311443 | val_loss: 0.0311619 | Time: 1403.14 ms [2022-04-24 10:17:42 main:574] : INFO : Epoch 1777 | loss: 0.0311575 | val_loss: 0.031165 | Time: 1398.04 ms [2022-04-24 10:17:44 main:574] : INFO : Epoch 1778 | loss: 0.031157 | val_loss: 0.0311713 | Time: 1380.21 ms [2022-04-24 10:17:45 main:574] : INFO : Epoch 1779 | loss: 0.0311595 | val_loss: 0.0311682 | Time: 1471.59 ms [2022-04-24 10:17:47 main:574] : INFO : Epoch 1780 | loss: 0.0311527 | val_loss: 0.0311635 | Time: 1429.55 ms [2022-04-24 10:17:48 main:574] : INFO : Epoch 1781 | loss: 0.0311499 | val_loss: 0.0311608 | Time: 1439.8 ms [2022-04-24 10:17:50 main:574] : INFO : Epoch 1782 | loss: 0.0311472 | val_loss: 0.0311616 | Time: 1403.14 ms [2022-04-24 10:17:51 main:574] : INFO : Epoch 1783 | loss: 0.0311463 | val_loss: 0.0311586 | Time: 1367.59 ms [2022-04-24 10:17:52 main:574] : INFO : Epoch 1784 | loss: 0.0311448 | val_loss: 0.0311635 | Time: 1408.72 ms [2022-04-24 10:17:54 main:574] : INFO : Epoch 1785 | loss: 0.0311487 | val_loss: 0.031162 | Time: 1407.78 ms [2022-04-24 10:17:55 main:574] : INFO : Epoch 1786 | loss: 0.0311434 | val_loss: 0.031157 | Time: 1373.32 ms [2022-04-24 10:17:57 main:574] : INFO : Epoch 1787 | loss: 0.0311433 | val_loss: 0.0311567 | Time: 1377.42 ms [2022-04-24 10:17:58 main:574] : INFO : Epoch 1788 | loss: 0.0311474 | val_loss: 0.0311664 | Time: 1411.59 ms [2022-04-24 10:17:59 main:574] : INFO : Epoch 1789 | loss: 0.0311462 | val_loss: 0.031161 | Time: 1401.01 ms [2022-04-24 10:18:01 main:574] : INFO : Epoch 1790 | loss: 0.0311458 | val_loss: 0.0311605 | Time: 1396.45 ms [2022-04-24 10:18:02 main:574] : INFO : Epoch 1791 | loss: 0.031141 | val_loss: 0.0311565 | Time: 1404.43 ms [2022-04-24 10:18:04 main:574] : INFO : Epoch 1792 | loss: 0.0311463 | val_loss: 0.0311622 | Time: 1372.61 ms [2022-04-24 10:18:05 main:574] : INFO : Epoch 1793 | loss: 0.0311474 | val_loss: 0.0311658 | Time: 1417.01 ms [2022-04-24 10:18:06 main:574] : INFO : Epoch 1794 | loss: 0.0311441 | val_loss: 0.0311598 | Time: 1404.16 ms [2022-04-24 10:18:08 main:574] : INFO : Epoch 1795 | loss: 0.0311474 | val_loss: 0.031161 | Time: 1405.4 ms [2022-04-24 10:18:09 main:574] : INFO : Epoch 1796 | loss: 0.0311451 | val_loss: 0.0311613 | Time: 1418.37 ms [2022-04-24 10:18:11 main:574] : INFO : Epoch 1797 | loss: 0.0311458 | val_loss: 0.0311606 | Time: 1385.99 ms [2022-04-24 10:18:12 main:574] : INFO : Epoch 1798 | loss: 0.0311461 | val_loss: 0.0311617 | Time: 1431.31 ms [2022-04-24 10:18:14 main:574] : INFO : Epoch 1799 | loss: 0.0311446 | val_loss: 0.0311628 | Time: 1394.28 ms [2022-04-24 10:18:15 main:574] : INFO : Epoch 1800 | loss: 0.0311493 | val_loss: 0.0311591 | Time: 1392.31 ms [2022-04-24 10:18:16 main:574] : INFO : Epoch 1801 | loss: 0.0311463 | val_loss: 0.0311608 | Time: 1435.17 ms [2022-04-24 10:18:18 main:574] : INFO : Epoch 1802 | loss: 0.0311441 | val_loss: 0.0311594 | Time: 1415.38 ms [2022-04-24 10:18:19 main:574] : INFO : Epoch 1803 | loss: 0.0311438 | val_loss: 0.0311577 | Time: 1416.44 ms [2022-04-24 10:18:21 main:574] : INFO : Epoch 1804 | loss: 0.0311439 | val_loss: 0.0311589 | Time: 1396.16 ms [2022-04-24 10:18:22 main:574] : INFO : Epoch 1805 | loss: 0.0311439 | val_loss: 0.0311578 | Time: 1394.11 ms [2022-04-24 10:18:23 main:574] : INFO : Epoch 1806 | loss: 0.0311446 | val_loss: 0.0311589 | Time: 1427.24 ms [2022-04-24 10:18:25 main:574] : INFO : Epoch 1807 | loss: 0.0311453 | val_loss: 0.0311601 | Time: 1417 ms [2022-04-24 10:18:26 main:574] : INFO : Epoch 1808 | loss: 0.0311463 | val_loss: 0.0311599 | Time: 1432.74 ms [2022-04-24 10:18:28 main:574] : INFO : Epoch 1809 | loss: 0.0311445 | val_loss: 0.031156 | Time: 1393.61 ms [2022-04-24 10:18:29 main:574] : INFO : Epoch 1810 | loss: 0.0311432 | val_loss: 0.0311579 | Time: 1413.67 ms [2022-04-24 10:18:31 main:574] : INFO : Epoch 1811 | loss: 0.0311422 | val_loss: 0.0311567 | Time: 1435.82 ms [2022-04-24 10:18:32 main:574] : INFO : Epoch 1812 | loss: 0.0311403 | val_loss: 0.0311576 | Time: 1402.17 ms [2022-04-24 10:18:34 main:574] : INFO : Epoch 1813 | loss: 0.0311421 | val_loss: 0.0311573 | Time: 1432.84 ms [2022-04-24 10:18:35 main:574] : INFO : Epoch 1814 | loss: 0.0311419 | val_loss: 0.0311658 | Time: 1381.43 ms [2022-04-24 10:18:36 main:574] : INFO : Epoch 1815 | loss: 0.0311483 | val_loss: 0.0311559 | Time: 1406.12 ms [2022-04-24 10:18:38 main:574] : INFO : Epoch 1816 | loss: 0.0311422 | val_loss: 0.0311569 | Time: 1360.06 ms [2022-04-24 10:18:39 main:574] : INFO : Epoch 1817 | loss: 0.031139 | val_loss: 0.0311558 | Time: 1407.85 ms [2022-04-24 10:18:41 main:574] : INFO : Epoch 1818 | loss: 0.0311389 | val_loss: 0.0311543 | Time: 1387.05 ms [2022-04-24 10:18:42 main:574] : INFO : Epoch 1819 | loss: 0.031138 | val_loss: 0.0311567 | Time: 1403.16 ms [2022-04-24 10:18:43 main:574] : INFO : Epoch 1820 | loss: 0.0311383 | val_loss: 0.0311579 | Time: 1402.77 ms [2022-04-24 10:18:45 main:574] : INFO : Epoch 1821 | loss: 0.0311391 | val_loss: 0.0311565 | Time: 1441.96 ms [2022-04-24 10:18:46 main:574] : INFO : Epoch 1822 | loss: 0.0311389 | val_loss: 0.0311609 | Time: 1437.77 ms [2022-04-24 10:18:48 main:574] : INFO : Epoch 1823 | loss: 0.0311414 | val_loss: 0.0311584 | Time: 1470.16 ms [2022-04-24 10:18:49 main:574] : INFO : Epoch 1824 | loss: 0.0311379 | val_loss: 0.0311595 | Time: 1423.29 ms [2022-04-24 10:18:51 main:574] : INFO : Epoch 1825 | loss: 0.0311395 | val_loss: 0.0311604 | Time: 1396.85 ms [2022-04-24 10:18:52 main:574] : INFO : Epoch 1826 | loss: 0.0311455 | val_loss: 0.0311583 | Time: 1407.11 ms [2022-04-24 10:18:53 main:574] : INFO : Epoch 1827 | loss: 0.031144 | val_loss: 0.031156 | Time: 1396.61 ms [2022-04-24 10:18:55 main:574] : INFO : Epoch 1828 | loss: 0.0311426 | val_loss: 0.0311564 | Time: 1406.06 ms [2022-04-24 10:18:56 main:574] : INFO : Epoch 1829 | loss: 0.0311476 | val_loss: 0.0311638 | Time: 1425.04 ms [2022-04-24 10:18:58 main:574] : INFO : Epoch 1830 | loss: 0.0311404 | val_loss: 0.0311563 | Time: 1395.44 ms [2022-04-24 10:18:59 main:574] : INFO : Epoch 1831 | loss: 0.0311397 | val_loss: 0.0311572 | Time: 1445.4 ms [2022-04-24 10:19:01 main:574] : INFO : Epoch 1832 | loss: 0.0311377 | val_loss: 0.031157 | Time: 1438.63 ms [2022-04-24 10:19:02 main:574] : INFO : Epoch 1833 | loss: 0.0311375 | val_loss: 0.0311566 | Time: 1401.41 ms [2022-04-24 10:19:03 main:574] : INFO : Epoch 1834 | loss: 0.0311388 | val_loss: 0.0311631 | Time: 1378.45 ms [2022-04-24 10:19:05 main:574] : INFO : Epoch 1835 | loss: 0.0311369 | val_loss: 0.0311618 | Time: 1395.09 ms [2022-04-24 10:19:06 main:574] : INFO : Epoch 1836 | loss: 0.0311398 | val_loss: 0.0311593 | Time: 1393.84 ms [2022-04-24 10:19:08 main:574] : INFO : Epoch 1837 | loss: 0.0311366 | val_loss: 0.0311557 | Time: 1422.85 ms [2022-04-24 10:19:09 main:574] : INFO : Epoch 1838 | loss: 0.0311352 | val_loss: 0.0311573 | Time: 1384.83 ms [2022-04-24 10:19:10 main:574] : INFO : Epoch 1839 | loss: 0.0311383 | val_loss: 0.0311564 | Time: 1399.07 ms [2022-04-24 10:19:12 main:574] : INFO : Epoch 1840 | loss: 0.0311407 | val_loss: 0.0311583 | Time: 1415.71 ms [2022-04-24 10:19:13 main:574] : INFO : Epoch 1841 | loss: 0.0311374 | val_loss: 0.0311563 | Time: 1422.96 ms [2022-04-24 10:19:15 main:574] : INFO : Epoch 1842 | loss: 0.031135 | val_loss: 0.0311571 | Time: 1393.76 ms [2022-04-24 10:19:16 main:574] : INFO : Epoch 1843 | loss: 0.0311373 | val_loss: 0.031159 | Time: 1403.97 ms [2022-04-24 10:19:18 main:574] : INFO : Epoch 1844 | loss: 0.0311382 | val_loss: 0.0311541 | Time: 1443.7 ms [2022-04-24 10:19:19 main:574] : INFO : Epoch 1845 | loss: 0.0311398 | val_loss: 0.0311664 | Time: 1391.32 ms [2022-04-24 10:19:20 main:574] : INFO : Epoch 1846 | loss: 0.0311411 | val_loss: 0.0311546 | Time: 1393.85 ms [2022-04-24 10:19:22 main:574] : INFO : Epoch 1847 | loss: 0.0311392 | val_loss: 0.0311569 | Time: 1450.73 ms [2022-04-24 10:19:23 main:574] : INFO : Epoch 1848 | loss: 0.0311376 | val_loss: 0.0311617 | Time: 1525.61 ms [2022-04-24 10:19:25 main:574] : INFO : Epoch 1849 | loss: 0.0311448 | val_loss: 0.031164 | Time: 1526.41 ms [2022-04-24 10:19:26 main:574] : INFO : Epoch 1850 | loss: 0.0311481 | val_loss: 0.0311691 | Time: 1417.99 ms [2022-04-24 10:19:28 main:574] : INFO : Epoch 1851 | loss: 0.0311379 | val_loss: 0.0311563 | Time: 1411.6 ms [2022-04-24 10:19:29 main:574] : INFO : Epoch 1852 | loss: 0.0311385 | val_loss: 0.0311578 | Time: 1427.32 ms [2022-04-24 10:19:31 main:574] : INFO : Epoch 1853 | loss: 0.0311402 | val_loss: 0.0311572 | Time: 1415.15 ms [2022-04-24 10:19:32 main:574] : INFO : Epoch 1854 | loss: 0.0311418 | val_loss: 0.0311598 | Time: 1434.42 ms [2022-04-24 10:19:34 main:574] : INFO : Epoch 1855 | loss: 0.031136 | val_loss: 0.0311571 | Time: 1415.27 ms [2022-04-24 10:19:35 main:574] : INFO : Epoch 1856 | loss: 0.0311387 | val_loss: 0.0311558 | Time: 1421.6 ms [2022-04-24 10:19:36 main:574] : INFO : Epoch 1857 | loss: 0.0311408 | val_loss: 0.0311603 | Time: 1422.57 ms [2022-04-24 10:19:38 main:574] : INFO : Epoch 1858 | loss: 0.0311444 | val_loss: 0.0311697 | Time: 1413.03 ms [2022-04-24 10:19:39 main:574] : INFO : Epoch 1859 | loss: 0.0311437 | val_loss: 0.0311617 | Time: 1399.1 ms [2022-04-24 10:19:41 main:574] : INFO : Epoch 1860 | loss: 0.0311433 | val_loss: 0.0311639 | Time: 1393.72 ms [2022-04-24 10:19:42 main:574] : INFO : Epoch 1861 | loss: 0.0311427 | val_loss: 0.0311692 | Time: 1381.78 ms [2022-04-24 10:19:43 main:574] : INFO : Epoch 1862 | loss: 0.031145 | val_loss: 0.0311586 | Time: 1435.26 ms [2022-04-24 10:19:45 main:574] : INFO : Epoch 1863 | loss: 0.0311429 | val_loss: 0.0311577 | Time: 1426.8 ms [2022-04-24 10:19:46 main:574] : INFO : Epoch 1864 | loss: 0.0311379 | val_loss: 0.03116 | Time: 1465.53 ms [2022-04-24 10:19:48 main:574] : INFO : Epoch 1865 | loss: 0.0311387 | val_loss: 0.0311583 | Time: 1398.71 ms [2022-04-24 10:19:49 main:574] : INFO : Epoch 1866 | loss: 0.031138 | val_loss: 0.0311584 | Time: 1412.09 ms [2022-04-24 10:19:51 main:574] : INFO : Epoch 1867 | loss: 0.0311372 | val_loss: 0.0311559 | Time: 1407.46 ms [2022-04-24 10:19:52 main:574] : INFO : Epoch 1868 | loss: 0.0311365 | val_loss: 0.0311571 | Time: 1384.41 ms [2022-04-24 10:19:53 main:574] : INFO : Epoch 1869 | loss: 0.0311374 | val_loss: 0.0311565 | Time: 1387.41 ms [2022-04-24 10:19:55 main:574] : INFO : Epoch 1870 | loss: 0.0311406 | val_loss: 0.0311628 | Time: 1403.96 ms [2022-04-24 10:19:56 main:574] : INFO : Epoch 1871 | loss: 0.0311434 | val_loss: 0.0311608 | Time: 1393.81 ms [2022-04-24 10:19:58 main:574] : INFO : Epoch 1872 | loss: 0.0311441 | val_loss: 0.0311625 | Time: 1426.36 ms [2022-04-24 10:19:59 main:574] : INFO : Epoch 1873 | loss: 0.0311466 | val_loss: 0.0311588 | Time: 1366.14 ms [2022-04-24 10:20:00 main:574] : INFO : Epoch 1874 | loss: 0.0311458 | val_loss: 0.0311589 | Time: 1397.77 ms [2022-04-24 10:20:02 main:574] : INFO : Epoch 1875 | loss: 0.0311461 | val_loss: 0.0311536 | Time: 1387.2 ms [2022-04-24 10:20:03 main:574] : INFO : Epoch 1876 | loss: 0.0311453 | val_loss: 0.0311575 | Time: 1398.88 ms [2022-04-24 10:20:05 main:574] : INFO : Epoch 1877 | loss: 0.0311435 | val_loss: 0.0311551 | Time: 1420.87 ms [2022-04-24 10:20:06 main:574] : INFO : Epoch 1878 | loss: 0.0311417 | val_loss: 0.0311541 | Time: 1395.23 ms [2022-04-24 10:20:08 main:574] : INFO : Epoch 1879 | loss: 0.0311402 | val_loss: 0.0311571 | Time: 1444.04 ms [2022-04-24 10:20:09 main:574] : INFO : Epoch 1880 | loss: 0.0311399 | val_loss: 0.031154 | Time: 1393.5 ms [2022-04-24 10:20:10 main:574] : INFO : Epoch 1881 | loss: 0.0311388 | val_loss: 0.0311566 | Time: 1396.42 ms [2022-04-24 10:20:12 main:574] : INFO : Epoch 1882 | loss: 0.0311413 | val_loss: 0.0311531 | Time: 1405.07 ms [2022-04-24 10:20:13 main:574] : INFO : Epoch 1883 | loss: 0.0311423 | val_loss: 0.0311554 | Time: 1376.1 ms [2022-04-24 10:20:15 main:574] : INFO : Epoch 1884 | loss: 0.0311419 | val_loss: 0.0311561 | Time: 1415.09 ms [2022-04-24 10:20:16 main:574] : INFO : Epoch 1885 | loss: 0.0311376 | val_loss: 0.0311566 | Time: 1406.86 ms [2022-04-24 10:20:17 main:574] : INFO : Epoch 1886 | loss: 0.03114 | val_loss: 0.0311682 | Time: 1422.4 ms [2022-04-24 10:20:19 main:574] : INFO : Epoch 1887 | loss: 0.0311443 | val_loss: 0.0311672 | Time: 1395.96 ms [2022-04-24 10:20:20 main:574] : INFO : Epoch 1888 | loss: 0.0311431 | val_loss: 0.0311605 | Time: 1433.56 ms [2022-04-24 10:20:22 main:574] : INFO : Epoch 1889 | loss: 0.031139 | val_loss: 0.0311548 | Time: 1432.68 ms [2022-04-24 10:20:23 main:574] : INFO : Epoch 1890 | loss: 0.031138 | val_loss: 0.0311588 | Time: 1424.23 ms [2022-04-24 10:20:25 main:574] : INFO : Epoch 1891 | loss: 0.0311438 | val_loss: 0.0311609 | Time: 1385.95 ms [2022-04-24 10:20:26 main:574] : INFO : Epoch 1892 | loss: 0.0311434 | val_loss: 0.031159 | Time: 1392.48 ms [2022-04-24 10:20:27 main:574] : INFO : Epoch 1893 | loss: 0.031141 | val_loss: 0.0311617 | Time: 1393.76 ms [2022-04-24 10:20:29 main:574] : INFO : Epoch 1894 | loss: 0.0311402 | val_loss: 0.0311608 | Time: 1448.23 ms [2022-04-24 10:20:30 main:574] : INFO : Epoch 1895 | loss: 0.0311397 | val_loss: 0.0311605 | Time: 1397.35 ms [2022-04-24 10:20:32 main:574] : INFO : Epoch 1896 | loss: 0.0311372 | val_loss: 0.0311619 | Time: 1419.56 ms [2022-04-24 10:20:33 main:574] : INFO : Epoch 1897 | loss: 0.0311382 | val_loss: 0.0311591 | Time: 1403.91 ms [2022-04-24 10:20:34 main:574] : INFO : Epoch 1898 | loss: 0.0311365 | val_loss: 0.0311626 | Time: 1391 ms [2022-04-24 10:20:36 main:574] : INFO : Epoch 1899 | loss: 0.031137 | val_loss: 0.0311626 | Time: 1376.42 ms [2022-04-24 10:20:37 main:574] : INFO : Epoch 1900 | loss: 0.0311376 | val_loss: 0.0311569 | Time: 1404.82 ms [2022-04-24 10:20:39 main:574] : INFO : Epoch 1901 | loss: 0.0311363 | val_loss: 0.0311602 | Time: 1422.94 ms [2022-04-24 10:20:40 main:574] : INFO : Epoch 1902 | loss: 0.0311365 | val_loss: 0.0311583 | Time: 1416.75 ms [2022-04-24 10:20:42 main:574] : INFO : Epoch 1903 | loss: 0.0311359 | val_loss: 0.0311675 | Time: 1429.45 ms [2022-04-24 10:20:43 main:574] : INFO : Epoch 1904 | loss: 0.0311404 | val_loss: 0.0311649 | Time: 1376.41 ms [2022-04-24 10:20:44 main:574] : INFO : Epoch 1905 | loss: 0.0311386 | val_loss: 0.0311683 | Time: 1406.13 ms [2022-04-24 10:20:46 main:574] : INFO : Epoch 1906 | loss: 0.0311412 | val_loss: 0.0311662 | Time: 1465.19 ms [2022-04-24 10:20:47 main:574] : INFO : Epoch 1907 | loss: 0.0311458 | val_loss: 0.0311592 | Time: 1392.44 ms [2022-04-24 10:20:49 main:574] : INFO : Epoch 1908 | loss: 0.0311409 | val_loss: 0.031157 | Time: 1398.14 ms [2022-04-24 10:20:50 main:574] : INFO : Epoch 1909 | loss: 0.0311349 | val_loss: 0.0311557 | Time: 1395.88 ms [2022-04-24 10:20:52 main:574] : INFO : Epoch 1910 | loss: 0.0311336 | val_loss: 0.0311544 | Time: 1420.17 ms [2022-04-24 10:20:53 main:574] : INFO : Epoch 1911 | loss: 0.0311335 | val_loss: 0.0311556 | Time: 1411.58 ms [2022-04-24 10:20:54 main:574] : INFO : Epoch 1912 | loss: 0.0311323 | val_loss: 0.0311619 | Time: 1388.05 ms [2022-04-24 10:20:56 main:574] : INFO : Epoch 1913 | loss: 0.0311346 | val_loss: 0.0311587 | Time: 1376.66 ms [2022-04-24 10:20:57 main:574] : INFO : Epoch 1914 | loss: 0.0311328 | val_loss: 0.0311536 | Time: 1435.02 ms [2022-04-24 10:20:59 main:574] : INFO : Epoch 1915 | loss: 0.0311331 | val_loss: 0.0311563 | Time: 1383.42 ms [2022-04-24 10:21:00 main:574] : INFO : Epoch 1916 | loss: 0.0311328 | val_loss: 0.0311517 | Time: 1415.08 ms [2022-04-24 10:21:01 main:574] : INFO : Epoch 1917 | loss: 0.0311315 | val_loss: 0.0311621 | Time: 1381.12 ms [2022-04-24 10:21:03 main:574] : INFO : Epoch 1918 | loss: 0.0311324 | val_loss: 0.0311527 | Time: 1375.89 ms [2022-04-24 10:21:04 main:574] : INFO : Epoch 1919 | loss: 0.0311343 | val_loss: 0.0311551 | Time: 1384.54 ms [2022-04-24 10:21:06 main:574] : INFO : Epoch 1920 | loss: 0.0311328 | val_loss: 0.0311546 | Time: 1383.6 ms [2022-04-24 10:21:07 main:574] : INFO : Epoch 1921 | loss: 0.031132 | val_loss: 0.0311563 | Time: 1374.46 ms [2022-04-24 10:21:08 main:574] : INFO : Epoch 1922 | loss: 0.0311319 | val_loss: 0.031152 | Time: 1438.95 ms [2022-04-24 10:21:10 main:574] : INFO : Epoch 1923 | loss: 0.0311309 | val_loss: 0.0311538 | Time: 1426.52 ms [2022-04-24 10:21:11 main:574] : INFO : Epoch 1924 | loss: 0.0311307 | val_loss: 0.0311544 | Time: 1420.06 ms [2022-04-24 10:21:13 main:574] : INFO : Epoch 1925 | loss: 0.0311324 | val_loss: 0.0311525 | Time: 1392.96 ms [2022-04-24 10:21:14 main:574] : INFO : Epoch 1926 | loss: 0.0311313 | val_loss: 0.0311516 | Time: 1398.67 ms [2022-04-24 10:21:16 main:574] : INFO : Epoch 1927 | loss: 0.0311321 | val_loss: 0.0311579 | Time: 1404.17 ms [2022-04-24 10:21:17 main:574] : INFO : Epoch 1928 | loss: 0.0311324 | val_loss: 0.0311526 | Time: 1433.65 ms [2022-04-24 10:21:18 main:574] : INFO : Epoch 1929 | loss: 0.0311309 | val_loss: 0.031151 | Time: 1427.21 ms [2022-04-24 10:21:20 main:574] : INFO : Epoch 1930 | loss: 0.0311305 | val_loss: 0.0311563 | Time: 1442.67 ms [2022-04-24 10:21:21 main:574] : INFO : Epoch 1931 | loss: 0.0311306 | val_loss: 0.0311564 | Time: 1406.09 ms [2022-04-24 10:21:23 main:574] : INFO : Epoch 1932 | loss: 0.0311329 | val_loss: 0.0311628 | Time: 1382.08 ms [2022-04-24 10:21:24 main:574] : INFO : Epoch 1933 | loss: 0.0311325 | val_loss: 0.0311529 | Time: 1425 ms [2022-04-24 10:21:26 main:574] : INFO : Epoch 1934 | loss: 0.0311318 | val_loss: 0.0311585 | Time: 1426.89 ms [2022-04-24 10:21:27 main:574] : INFO : Epoch 1935 | loss: 0.0311449 | val_loss: 0.0311589 | Time: 1415.13 ms [2022-04-24 10:21:28 main:574] : INFO : Epoch 1936 | loss: 0.0311441 | val_loss: 0.0311536 | Time: 1409.28 ms [2022-04-24 10:21:30 main:574] : INFO : Epoch 1937 | loss: 0.0311392 | val_loss: 0.0311512 | Time: 1424.4 ms [2022-04-24 10:21:31 main:574] : INFO : Epoch 1938 | loss: 0.0311361 | val_loss: 0.0311539 | Time: 1393.7 ms [2022-04-24 10:21:33 main:574] : INFO : Epoch 1939 | loss: 0.0311372 | val_loss: 0.0311513 | Time: 1417.16 ms [2022-04-24 10:21:34 main:574] : INFO : Epoch 1940 | loss: 0.0311383 | val_loss: 0.0311673 | Time: 1400.68 ms [2022-04-24 10:21:36 main:574] : INFO : Epoch 1941 | loss: 0.0311397 | val_loss: 0.0311615 | Time: 1410.41 ms [2022-04-24 10:21:37 main:574] : INFO : Epoch 1942 | loss: 0.0311392 | val_loss: 0.0311576 | Time: 1391.98 ms [2022-04-24 10:21:38 main:574] : INFO : Epoch 1943 | loss: 0.0311393 | val_loss: 0.0311574 | Time: 1389.19 ms [2022-04-24 10:21:40 main:574] : INFO : Epoch 1944 | loss: 0.031137 | val_loss: 0.031168 | Time: 1410.61 ms [2022-04-24 10:21:41 main:574] : INFO : Epoch 1945 | loss: 0.0311352 | val_loss: 0.031162 | Time: 1402.52 ms [2022-04-24 10:21:43 main:574] : INFO : Epoch 1946 | loss: 0.0311376 | val_loss: 0.0311571 | Time: 1389.67 ms [2022-04-24 10:21:44 main:574] : INFO : Epoch 1947 | loss: 0.0311387 | val_loss: 0.0311595 | Time: 1421.38 ms [2022-04-24 10:21:45 main:574] : INFO : Epoch 1948 | loss: 0.0311393 | val_loss: 0.0311547 | Time: 1440.24 ms [2022-04-24 10:21:47 main:574] : INFO : Epoch 1949 | loss: 0.031135 | val_loss: 0.0311589 | Time: 1417.87 ms [2022-04-24 10:21:48 main:574] : INFO : Epoch 1950 | loss: 0.0311363 | val_loss: 0.031168 | Time: 1403.94 ms [2022-04-24 10:21:50 main:574] : INFO : Epoch 1951 | loss: 0.0311361 | val_loss: 0.031158 | Time: 1427.42 ms [2022-04-24 10:21:51 main:574] : INFO : Epoch 1952 | loss: 0.0311343 | val_loss: 0.0311569 | Time: 1402.52 ms [2022-04-24 10:21:53 main:574] : INFO : Epoch 1953 | loss: 0.0311337 | val_loss: 0.0311613 | Time: 1396.23 ms [2022-04-24 10:21:54 main:574] : INFO : Epoch 1954 | loss: 0.0311324 | val_loss: 0.0311577 | Time: 1404.82 ms [2022-04-24 10:21:55 main:574] : INFO : Epoch 1955 | loss: 0.0311322 | val_loss: 0.0311566 | Time: 1392.57 ms [2022-04-24 10:21:57 main:574] : INFO : Epoch 1956 | loss: 0.031132 | val_loss: 0.0311575 | Time: 1436.95 ms [2022-04-24 10:21:58 main:574] : INFO : Epoch 1957 | loss: 0.0311308 | val_loss: 0.0311578 | Time: 1422.38 ms [2022-04-24 10:22:00 main:574] : INFO : Epoch 1958 | loss: 0.0311309 | val_loss: 0.0311576 | Time: 1446.9 ms [2022-04-24 10:22:01 main:574] : INFO : Epoch 1959 | loss: 0.0311295 | val_loss: 0.0311592 | Time: 1385.39 ms [2022-04-24 10:22:03 main:574] : INFO : Epoch 1960 | loss: 0.0311305 | val_loss: 0.031166 | Time: 1390.49 ms [2022-04-24 10:22:04 main:574] : INFO : Epoch 1961 | loss: 0.0311297 | val_loss: 0.0311583 | Time: 1433.77 ms [2022-04-24 10:22:05 main:574] : INFO : Epoch 1962 | loss: 0.0311312 | val_loss: 0.0311605 | Time: 1389.98 ms [2022-04-24 10:22:07 main:574] : INFO : Epoch 1963 | loss: 0.0311317 | val_loss: 0.0311631 | Time: 1406.83 ms [2022-04-24 10:22:08 main:574] : INFO : Epoch 1964 | loss: 0.0311343 | val_loss: 0.0311554 | Time: 1394.52 ms [2022-04-24 10:22:10 main:574] : INFO : Epoch 1965 | loss: 0.03113 | val_loss: 0.0311637 | Time: 1449.31 ms [2022-04-24 10:22:11 main:574] : INFO : Epoch 1966 | loss: 0.0311303 | val_loss: 0.0311608 | Time: 1401.78 ms [2022-04-24 10:22:12 main:574] : INFO : Epoch 1967 | loss: 0.0311342 | val_loss: 0.031161 | Time: 1388.25 ms [2022-04-24 10:22:14 main:574] : INFO : Epoch 1968 | loss: 0.0311361 | val_loss: 0.0311558 | Time: 1373.56 ms [2022-04-24 10:22:15 main:574] : INFO : Epoch 1969 | loss: 0.0311361 | val_loss: 0.0311568 | Time: 1394.78 ms [2022-04-24 10:22:17 main:574] : INFO : Epoch 1970 | loss: 0.0311402 | val_loss: 0.0311566 | Time: 1413.28 ms [2022-04-24 10:22:18 main:574] : INFO : Epoch 1971 | loss: 0.0311369 | val_loss: 0.0311584 | Time: 1430.51 ms [2022-04-24 10:22:20 main:574] : INFO : Epoch 1972 | loss: 0.031136 | val_loss: 0.0311608 | Time: 1490.59 ms [2022-04-24 10:22:21 main:574] : INFO : Epoch 1973 | loss: 0.0311372 | val_loss: 0.0311601 | Time: 1451.87 ms [2022-04-24 10:22:23 main:574] : INFO : Epoch 1974 | loss: 0.0311365 | val_loss: 0.0311621 | Time: 1394.43 ms [2022-04-24 10:22:24 main:574] : INFO : Epoch 1975 | loss: 0.0311337 | val_loss: 0.0311553 | Time: 1389.16 ms [2022-04-24 10:22:25 main:574] : INFO : Epoch 1976 | loss: 0.0311322 | val_loss: 0.0311569 | Time: 1414.06 ms [2022-04-24 10:22:27 main:574] : INFO : Epoch 1977 | loss: 0.0311318 | val_loss: 0.0311577 | Time: 1393.41 ms [2022-04-24 10:22:28 main:574] : INFO : Epoch 1978 | loss: 0.0311325 | val_loss: 0.0311586 | Time: 1394.16 ms [2022-04-24 10:22:30 main:574] : INFO : Epoch 1979 | loss: 0.0311307 | val_loss: 0.0311543 | Time: 1399.82 ms [2022-04-24 10:22:31 main:574] : INFO : Epoch 1980 | loss: 0.0311336 | val_loss: 0.0311638 | Time: 1437.76 ms [2022-04-24 10:22:32 main:574] : INFO : Epoch 1981 | loss: 0.0311333 | val_loss: 0.0311557 | Time: 1378.81 ms [2022-04-24 10:22:34 main:574] : INFO : Epoch 1982 | loss: 0.0311372 | val_loss: 0.0311582 | Time: 1409.74 ms [2022-04-24 10:22:35 main:574] : INFO : Epoch 1983 | loss: 0.0311321 | val_loss: 0.0311602 | Time: 1389.69 ms [2022-04-24 10:22:37 main:574] : INFO : Epoch 1984 | loss: 0.0311379 | val_loss: 0.031164 | Time: 1372.06 ms [2022-04-24 10:22:38 main:574] : INFO : Epoch 1985 | loss: 0.031136 | val_loss: 0.0311594 | Time: 1391.9 ms [2022-04-24 10:22:39 main:574] : INFO : Epoch 1986 | loss: 0.0311366 | val_loss: 0.0311573 | Time: 1390.87 ms [2022-04-24 10:22:41 main:574] : INFO : Epoch 1987 | loss: 0.0311393 | val_loss: 0.0311647 | Time: 1416.1 ms [2022-04-24 10:22:42 main:574] : INFO : Epoch 1988 | loss: 0.0311406 | val_loss: 0.031159 | Time: 1421.33 ms [2022-04-24 10:22:44 main:574] : INFO : Epoch 1989 | loss: 0.0311393 | val_loss: 0.0311573 | Time: 1408.14 ms [2022-04-24 10:22:45 main:574] : INFO : Epoch 1990 | loss: 0.0311363 | val_loss: 0.0311594 | Time: 1454.2 ms [2022-04-24 10:22:47 main:574] : INFO : Epoch 1991 | loss: 0.0311348 | val_loss: 0.0311565 | Time: 1430.46 ms [2022-04-24 10:22:48 main:574] : INFO : Epoch 1992 | loss: 0.031135 | val_loss: 0.0311537 | Time: 1424.15 ms [2022-04-24 10:22:49 main:574] : INFO : Epoch 1993 | loss: 0.0311362 | val_loss: 0.0311561 | Time: 1421.82 ms [2022-04-24 10:22:51 main:574] : INFO : Epoch 1994 | loss: 0.0311362 | val_loss: 0.0311643 | Time: 1442.93 ms [2022-04-24 10:22:52 main:574] : INFO : Epoch 1995 | loss: 0.0311392 | val_loss: 0.0311665 | Time: 1397.74 ms [2022-04-24 10:22:54 main:574] : INFO : Epoch 1996 | loss: 0.0311428 | val_loss: 0.0311697 | Time: 1389.18 ms [2022-04-24 10:22:55 main:574] : INFO : Epoch 1997 | loss: 0.0311422 | val_loss: 0.0311595 | Time: 1419.22 ms [2022-04-24 10:22:57 main:574] : INFO : Epoch 1998 | loss: 0.0311441 | val_loss: 0.031154 | Time: 1362.26 ms [2022-04-24 10:22:58 main:574] : INFO : Epoch 1999 | loss: 0.0311401 | val_loss: 0.0311522 | Time: 1417.33 ms [2022-04-24 10:22:59 main:574] : INFO : Epoch 2000 | loss: 0.0311376 | val_loss: 0.0311517 | Time: 1400.67 ms [2022-04-24 10:23:01 main:574] : INFO : Epoch 2001 | loss: 0.0311355 | val_loss: 0.0311552 | Time: 1370.75 ms [2022-04-24 10:23:02 main:574] : INFO : Epoch 2002 | loss: 0.031136 | val_loss: 0.0311544 | Time: 1419.02 ms [2022-04-24 10:23:04 main:574] : INFO : Epoch 2003 | loss: 0.0311351 | val_loss: 0.0311541 | Time: 1407.39 ms [2022-04-24 10:23:05 main:574] : INFO : Epoch 2004 | loss: 0.0311339 | val_loss: 0.0311605 | Time: 1415.86 ms [2022-04-24 10:23:06 main:574] : INFO : Epoch 2005 | loss: 0.0311387 | val_loss: 0.0311553 | Time: 1393.06 ms [2022-04-24 10:23:08 main:574] : INFO : Epoch 2006 | loss: 0.0311371 | val_loss: 0.031155 | Time: 1393.42 ms [2022-04-24 10:23:09 main:574] : INFO : Epoch 2007 | loss: 0.0311377 | val_loss: 0.0311548 | Time: 1417.67 ms [2022-04-24 10:23:11 main:574] : INFO : Epoch 2008 | loss: 0.0311391 | val_loss: 0.0311551 | Time: 1424.45 ms [2022-04-24 10:23:12 main:574] : INFO : Epoch 2009 | loss: 0.0311351 | val_loss: 0.0311504 | Time: 1428.61 ms [2022-04-24 10:23:14 main:574] : INFO : Epoch 2010 | loss: 0.0311339 | val_loss: 0.0311651 | Time: 1417.15 ms [2022-04-24 10:23:15 main:574] : INFO : Epoch 2011 | loss: 0.0311342 | val_loss: 0.0311485 | Time: 1408.11 ms [2022-04-24 10:23:16 main:574] : INFO : Epoch 2012 | loss: 0.0311341 | val_loss: 0.0311574 | Time: 1384.57 ms [2022-04-24 10:23:18 main:574] : INFO : Epoch 2013 | loss: 0.0311397 | val_loss: 0.0311559 | Time: 1411.06 ms [2022-04-24 10:23:19 main:574] : INFO : Epoch 2014 | loss: 0.0311411 | val_loss: 0.0311556 | Time: 1403.23 ms [2022-04-24 10:23:21 main:574] : INFO : Epoch 2015 | loss: 0.0311382 | val_loss: 0.0311527 | Time: 1408.2 ms [2022-04-24 10:23:22 main:574] : INFO : Epoch 2016 | loss: 0.0311386 | val_loss: 0.031155 | Time: 1434.43 ms [2022-04-24 10:23:24 main:574] : INFO : Epoch 2017 | loss: 0.0311386 | val_loss: 0.0311527 | Time: 1420.53 ms [2022-04-24 10:23:25 main:574] : INFO : Epoch 2018 | loss: 0.0311379 | val_loss: 0.0311545 | Time: 1413.94 ms [2022-04-24 10:23:26 main:574] : INFO : Epoch 2019 | loss: 0.0311345 | val_loss: 0.0311498 | Time: 1420.15 ms [2022-04-24 10:23:28 main:574] : INFO : Epoch 2020 | loss: 0.0311337 | val_loss: 0.031149 | Time: 1387.63 ms [2022-04-24 10:23:29 main:574] : INFO : Epoch 2021 | loss: 0.0311351 | val_loss: 0.03115 | Time: 1435.87 ms [2022-04-24 10:23:31 main:574] : INFO : Epoch 2022 | loss: 0.0311418 | val_loss: 0.0311545 | Time: 1422.31 ms [2022-04-24 10:23:32 main:574] : INFO : Epoch 2023 | loss: 0.0311367 | val_loss: 0.0311515 | Time: 1437.24 ms [2022-04-24 10:23:34 main:574] : INFO : Epoch 2024 | loss: 0.0311335 | val_loss: 0.0311511 | Time: 1435.21 ms [2022-04-24 10:23:35 main:574] : INFO : Epoch 2025 | loss: 0.0311317 | val_loss: 0.0311505 | Time: 1392.07 ms [2022-04-24 10:23:36 main:574] : INFO : Epoch 2026 | loss: 0.0311332 | val_loss: 0.0311527 | Time: 1408.96 ms [2022-04-24 10:23:38 main:574] : INFO : Epoch 2027 | loss: 0.0311336 | val_loss: 0.0311538 | Time: 1389.84 ms [2022-04-24 10:23:39 main:574] : INFO : Epoch 2028 | loss: 0.0311345 | val_loss: 0.031152 | Time: 1401.06 ms [2022-04-24 10:23:41 main:574] : INFO : Epoch 2029 | loss: 0.0311304 | val_loss: 0.0311529 | Time: 1402.98 ms [2022-04-24 10:23:42 main:574] : INFO : Epoch 2030 | loss: 0.0311304 | val_loss: 0.0311498 | Time: 1441.84 ms [2022-04-24 10:23:44 main:574] : INFO : Epoch 2031 | loss: 0.0311299 | val_loss: 0.0311504 | Time: 1391.45 ms [2022-04-24 10:23:45 main:574] : INFO : Epoch 2032 | loss: 0.0311295 | val_loss: 0.0311532 | Time: 1451.31 ms [2022-04-24 10:23:46 main:574] : INFO : Epoch 2033 | loss: 0.0311329 | val_loss: 0.0311536 | Time: 1464.52 ms [2022-04-24 10:23:48 main:574] : INFO : Epoch 2034 | loss: 0.0311359 | val_loss: 0.031152 | Time: 1398.86 ms [2022-04-24 10:23:49 main:574] : INFO : Epoch 2035 | loss: 0.0311338 | val_loss: 0.0311489 | Time: 1429.31 ms [2022-04-24 10:23:51 main:574] : INFO : Epoch 2036 | loss: 0.031135 | val_loss: 0.031148 | Time: 1410.38 ms [2022-04-24 10:23:52 main:574] : INFO : Epoch 2037 | loss: 0.0311323 | val_loss: 0.0311517 | Time: 1414.35 ms [2022-04-24 10:23:54 main:574] : INFO : Epoch 2038 | loss: 0.0311334 | val_loss: 0.0311517 | Time: 1419.82 ms [2022-04-24 10:23:55 main:574] : INFO : Epoch 2039 | loss: 0.0311347 | val_loss: 0.0311507 | Time: 1432.86 ms [2022-04-24 10:23:56 main:574] : INFO : Epoch 2040 | loss: 0.031134 | val_loss: 0.0311523 | Time: 1357.19 ms [2022-04-24 10:23:58 main:574] : INFO : Epoch 2041 | loss: 0.0311351 | val_loss: 0.0311522 | Time: 1425.1 ms [2022-04-24 10:23:59 main:574] : INFO : Epoch 2042 | loss: 0.0311343 | val_loss: 0.0311528 | Time: 1402.92 ms [2022-04-24 10:24:01 main:574] : INFO : Epoch 2043 | loss: 0.0311332 | val_loss: 0.0311503 | Time: 1406.72 ms [2022-04-24 10:24:02 main:574] : INFO : Epoch 2044 | loss: 0.0311328 | val_loss: 0.0311511 | Time: 1417.1 ms [2022-04-24 10:24:03 main:574] : INFO : Epoch 2045 | loss: 0.0311318 | val_loss: 0.0311512 | Time: 1370.34 ms [2022-04-24 10:24:05 main:574] : INFO : Epoch 2046 | loss: 0.0311296 | val_loss: 0.0311538 | Time: 1400.36 ms [2022-04-24 10:24:06 main:574] : INFO : Epoch 2047 | loss: 0.0311302 | val_loss: 0.0311514 | Time: 1386.91 ms [2022-04-24 10:24:08 main:574] : INFO : Epoch 2048 | loss: 0.0311309 | val_loss: 0.0311562 | Time: 1407.11 ms [2022-04-24 10:24:08 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311562 [2022-04-24 10:24:08 main:603] : INFO : Saving end state to config to file [2022-04-24 10:24:08 main:608] : INFO : Success, exiting.. 10:24:08 (75924): 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)