Task 14622465
| Name | ParityModified-1647043684-4653-3-0_1 |
| Workunit | 11217614 |
| Created | 16 Apr 2022, 20:08:24 UTC |
| Sent | 16 Apr 2022, 20:08:33 UTC |
| Report deadline | 24 Apr 2022, 20:08:33 UTC |
| Received | 23 Apr 2022, 12:21:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7122 |
| Run time | 48 min 51 sec |
| CPU time | 48 min 13 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: 0.0312457 | val_loss: 0.0312455 | Time: 1415.53 ms [2022-04-23 22:09:06 main:574] : INFO : Epoch 1543 | loss: 0.0312473 | val_loss: 0.0312451 | Time: 1441.59 ms [2022-04-23 22:09:07 main:574] : INFO : Epoch 1544 | loss: 0.0312461 | val_loss: 0.0312451 | Time: 1404.77 ms [2022-04-23 22:09:09 main:574] : INFO : Epoch 1545 | loss: 0.0312467 | val_loss: 0.0312454 | Time: 1391.17 ms [2022-04-23 22:09:10 main:574] : INFO : Epoch 1546 | loss: 0.0312458 | val_loss: 0.0312447 | Time: 1434.38 ms [2022-04-23 22:09:11 main:574] : INFO : Epoch 1547 | loss: 0.0312458 | val_loss: 0.031245 | Time: 1432.09 ms [2022-04-23 22:09:13 main:574] : INFO : Epoch 1548 | loss: 0.0312457 | val_loss: 0.0312447 | Time: 1436.25 ms [2022-04-23 22:09:14 main:574] : INFO : Epoch 1549 | loss: 0.0312455 | val_loss: 0.0312455 | Time: 1417.8 ms [2022-04-23 22:09:16 main:574] : INFO : Epoch 1550 | loss: 0.0312461 | val_loss: 0.0312473 | Time: 1405.08 ms [2022-04-23 22:09:17 main:574] : INFO : Epoch 1551 | loss: 0.0312466 | val_loss: 0.0312472 | Time: 1397.73 ms [2022-04-23 22:09:19 main:574] : INFO : Epoch 1552 | loss: 0.0312464 | val_loss: 0.0312458 | Time: 1457.04 ms [2022-04-23 22:09:20 main:574] : INFO : Epoch 1553 | loss: 0.031246 | val_loss: 0.0312453 | Time: 1375.17 ms [2022-04-23 22:09:21 main:574] : INFO : Epoch 1554 | loss: 0.0312455 | val_loss: 0.0312446 | Time: 1419.38 ms [2022-04-23 22:09:23 main:574] : INFO : Epoch 1555 | loss: 0.0312456 | val_loss: 0.0312448 | Time: 1425.21 ms [2022-04-23 22:09:24 main:574] : INFO : Epoch 1556 | loss: 0.0312471 | val_loss: 0.0312454 | Time: 1403.73 ms [2022-04-23 22:09:26 main:574] : INFO : Epoch 1557 | loss: 0.0312483 | val_loss: 0.031246 | Time: 1393.38 ms [2022-04-23 22:09:27 main:574] : INFO : Epoch 1558 | loss: 0.0312461 | val_loss: 0.0312473 | Time: 1413.45 ms [2022-04-23 22:09:29 main:574] : INFO : Epoch 1559 | loss: 0.0312464 | val_loss: 0.031245 | Time: 1418.13 ms [2022-04-23 22:09:30 main:574] : INFO : Epoch 1560 | loss: 0.0312464 | val_loss: 0.0312448 | Time: 1427.59 ms [2022-04-23 22:09:31 main:574] : INFO : Epoch 1561 | loss: 0.0312453 | val_loss: 0.0312447 | Time: 1435.02 ms [2022-04-23 22:09:33 main:574] : INFO : Epoch 1562 | loss: 0.0312456 | val_loss: 0.0312447 | Time: 1403.9 ms [2022-04-23 22:09:34 main:574] : INFO : Epoch 1563 | loss: 0.0312464 | val_loss: 0.0312482 | Time: 1375.62 ms [2022-04-23 22:09:36 main:574] : INFO : Epoch 1564 | loss: 0.0312474 | val_loss: 0.0312457 | Time: 1402.82 ms [2022-04-23 22:09:37 main:574] : INFO : Epoch 1565 | loss: 0.0312462 | val_loss: 0.0312456 | Time: 1431.7 ms [2022-04-23 22:09:39 main:574] : INFO : Epoch 1566 | loss: 0.0312462 | val_loss: 0.031245 | Time: 1426.4 ms [2022-04-23 22:09:40 main:574] : INFO : Epoch 1567 | loss: 0.0312492 | val_loss: 0.0312483 | Time: 1473.02 ms [2022-04-23 22:09:41 main:574] : INFO : Epoch 1568 | loss: 0.0312461 | val_loss: 0.0312454 | Time: 1418.09 ms [2022-04-23 22:09:43 main:574] : INFO : Epoch 1569 | loss: 0.0312459 | val_loss: 0.0312448 | Time: 1432.26 ms [2022-04-23 22:09:44 main:574] : INFO : Epoch 1570 | loss: 0.0312457 | val_loss: 0.031246 | Time: 1453.33 ms [2022-04-23 22:09:46 main:574] : INFO : Epoch 1571 | loss: 0.0312459 | val_loss: 0.031245 | Time: 1398.25 ms [2022-04-23 22:09:47 main:574] : INFO : Epoch 1572 | loss: 0.0312455 | val_loss: 0.0312446 | Time: 1433.07 ms [2022-04-23 22:09:49 main:574] : INFO : Epoch 1573 | loss: 0.0312471 | val_loss: 0.031245 | Time: 1412.78 ms [2022-04-23 22:09:50 main:574] : INFO : Epoch 1574 | loss: 0.0312473 | val_loss: 0.0312449 | Time: 1418.96 ms [2022-04-23 22:09:51 main:574] : INFO : Epoch 1575 | loss: 0.0312459 | val_loss: 0.0312468 | Time: 1384.67 ms [2022-04-23 22:09:53 main:574] : INFO : Epoch 1576 | loss: 0.0312471 | val_loss: 0.0312467 | Time: 1387.81 ms [2022-04-23 22:09:54 main:574] : INFO : Epoch 1577 | loss: 0.0312463 | val_loss: 0.0312452 | Time: 1420.69 ms [2022-04-23 22:09:56 main:574] : INFO : Epoch 1578 | loss: 0.0312458 | val_loss: 0.0312455 | Time: 1403.61 ms [2022-04-23 22:09:57 main:574] : INFO : Epoch 1579 | loss: 0.031246 | val_loss: 0.0312453 | Time: 1415.36 ms [2022-04-23 22:09:59 main:574] : INFO : Epoch 1580 | loss: 0.031246 | val_loss: 0.0312446 | Time: 1427.29 ms [2022-04-23 22:10:00 main:574] : INFO : Epoch 1581 | loss: 0.0312463 | val_loss: 0.0312453 | Time: 1404.86 ms [2022-04-23 22:10:01 main:574] : INFO : Epoch 1582 | loss: 0.0312461 | val_loss: 0.0312449 | Time: 1402.02 ms [2022-04-23 22:10:03 main:574] : INFO : Epoch 1583 | loss: 0.0312453 | val_loss: 0.0312445 | Time: 1412.64 ms [2022-04-23 22:10:04 main:574] : INFO : Epoch 1584 | loss: 0.0312453 | val_loss: 0.0312445 | Time: 1407.43 ms [2022-04-23 22:10:06 main:574] : INFO : Epoch 1585 | loss: 0.0312457 | val_loss: 0.0312458 | Time: 1418.8 ms [2022-04-23 22:10:07 main:574] : INFO : Epoch 1586 | loss: 0.0312462 | val_loss: 0.0312454 | Time: 1416.09 ms [2022-04-23 22:10:08 main:574] : INFO : Epoch 1587 | loss: 0.0312475 | val_loss: 0.0312462 | Time: 1371.11 ms [2022-04-23 22:10:10 main:574] : INFO : Epoch 1588 | loss: 0.0312457 | val_loss: 0.0312448 | Time: 1418.1 ms [2022-04-23 22:10:11 main:574] : INFO : Epoch 1589 | loss: 0.0312459 | val_loss: 0.0312493 | Time: 1416.04 ms [2022-04-23 22:10:13 main:574] : INFO : Epoch 1590 | loss: 0.0312489 | val_loss: 0.031247 | Time: 1443.22 ms [2022-04-23 22:10:14 main:574] : INFO : Epoch 1591 | loss: 0.0312461 | val_loss: 0.0312473 | Time: 1395.74 ms [2022-04-23 22:10:16 main:574] : INFO : Epoch 1592 | loss: 0.0312464 | val_loss: 0.0312447 | Time: 1456.57 ms [2022-04-23 22:10:17 main:574] : INFO : Epoch 1593 | loss: 0.031247 | val_loss: 0.0312459 | Time: 1428.07 ms [2022-04-23 22:10:19 main:574] : INFO : Epoch 1594 | loss: 0.0312461 | val_loss: 0.031245 | Time: 1432.2 ms [2022-04-23 22:10:20 main:574] : INFO : Epoch 1595 | loss: 0.031246 | val_loss: 0.0312453 | Time: 1414.9 ms [2022-04-23 22:10:21 main:574] : INFO : Epoch 1596 | loss: 0.031246 | val_loss: 0.0312447 | Time: 1406.54 ms [2022-04-23 22:10:23 main:574] : INFO : Epoch 1597 | loss: 0.0312463 | val_loss: 0.0312448 | Time: 1399.31 ms [2022-04-23 22:10:24 main:574] : INFO : Epoch 1598 | loss: 0.0312456 | val_loss: 0.0312447 | Time: 1419.78 ms [2022-04-23 22:10:26 main:574] : INFO : Epoch 1599 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 1436.89 ms [2022-04-23 22:10:27 main:574] : INFO : Epoch 1600 | loss: 0.0312469 | val_loss: 0.0312458 | Time: 1425.21 ms [2022-04-23 22:10:29 main:574] : INFO : Epoch 1601 | loss: 0.0312468 | val_loss: 0.0312449 | Time: 1425.48 ms [2022-04-23 22:10:30 main:574] : INFO : Epoch 1602 | loss: 0.0312457 | val_loss: 0.0312452 | Time: 1444.52 ms [2022-04-23 22:10:31 main:574] : INFO : Epoch 1603 | loss: 0.031246 | val_loss: 0.0312455 | Time: 1392.37 ms [2022-04-23 22:10:33 main:574] : INFO : Epoch 1604 | loss: 0.0312456 | val_loss: 0.0312461 | Time: 1432.53 ms [2022-04-23 22:10:34 main:574] : INFO : Epoch 1605 | loss: 0.0312461 | val_loss: 0.0312446 | Time: 1394.73 ms [2022-04-23 22:10:36 main:574] : INFO : Epoch 1606 | loss: 0.0312454 | val_loss: 0.0312446 | Time: 1412.44 ms [2022-04-23 22:10:37 main:574] : INFO : Epoch 1607 | loss: 0.0312458 | val_loss: 0.0312454 | Time: 1411.65 ms [2022-04-23 22:10:39 main:574] : INFO : Epoch 1608 | loss: 0.0312459 | val_loss: 0.0312473 | Time: 1433.16 ms [2022-04-23 22:10:40 main:574] : INFO : Epoch 1609 | loss: 0.0312482 | val_loss: 0.0312553 | Time: 1431.86 ms [2022-04-23 22:10:41 main:574] : INFO : Epoch 1610 | loss: 0.0312474 | val_loss: 0.0312451 | Time: 1446.01 ms [2022-04-23 22:10:43 main:574] : INFO : Epoch 1611 | loss: 0.0312453 | val_loss: 0.0312446 | Time: 1393.95 ms [2022-04-23 22:10:44 main:574] : INFO : Epoch 1612 | loss: 0.0312465 | val_loss: 0.0312458 | Time: 1406.2 ms [2022-04-23 22:10:46 main:574] : INFO : Epoch 1613 | loss: 0.0312461 | val_loss: 0.0312451 | Time: 1443.26 ms [2022-04-23 22:10:47 main:574] : INFO : Epoch 1614 | loss: 0.0312463 | val_loss: 0.0312448 | Time: 1420.74 ms [2022-04-23 22:10:49 main:574] : INFO : Epoch 1615 | loss: 0.0312462 | val_loss: 0.0312448 | Time: 1412.1 ms [2022-04-23 22:10:50 main:574] : INFO : Epoch 1616 | loss: 0.0312454 | val_loss: 0.0312453 | Time: 1414.94 ms [2022-04-23 22:10:51 main:574] : INFO : Epoch 1617 | loss: 0.0312465 | val_loss: 0.031245 | Time: 1413.26 ms [2022-04-23 22:10:53 main:574] : INFO : Epoch 1618 | loss: 0.0312469 | val_loss: 0.0312479 | Time: 1422.53 ms [2022-04-23 22:10:54 main:574] : INFO : Epoch 1619 | loss: 0.0312463 | val_loss: 0.0312448 | Time: 1439.56 ms [2022-04-23 22:10:56 main:574] : INFO : Epoch 1620 | loss: 0.0312455 | val_loss: 0.0312445 | Time: 1418.53 ms [2022-04-23 22:10:57 main:574] : INFO : Epoch 1621 | loss: 0.0312453 | val_loss: 0.0312444 | Time: 1413.67 ms [2022-04-23 22:10:59 main:574] : INFO : Epoch 1622 | loss: 0.0312459 | val_loss: 0.031247 | Time: 1427.91 ms [2022-04-23 22:11:00 main:574] : INFO : Epoch 1623 | loss: 0.0312464 | val_loss: 0.0312451 | Time: 1382.08 ms [2022-04-23 22:11:01 main:574] : INFO : Epoch 1624 | loss: 0.031246 | val_loss: 0.0312454 | Time: 1394.68 ms [2022-04-23 22:11:03 main:574] : INFO : Epoch 1625 | loss: 0.0312464 | val_loss: 0.0312448 | Time: 1399.98 ms [2022-04-23 22:11:04 main:574] : INFO : Epoch 1626 | loss: 0.0312461 | val_loss: 0.031245 | Time: 1427.29 ms [2022-04-23 22:11:06 main:574] : INFO : Epoch 1627 | loss: 0.0312457 | val_loss: 0.0312458 | Time: 1433.2 ms [2022-04-23 22:11:07 main:574] : INFO : Epoch 1628 | loss: 0.0312465 | val_loss: 0.0312454 | Time: 1395.6 ms [2022-04-23 22:11:08 main:574] : INFO : Epoch 1629 | loss: 0.0312458 | val_loss: 0.0312452 | Time: 1382.89 ms [2022-04-23 22:11:10 main:574] : INFO : Epoch 1630 | loss: 0.0312464 | val_loss: 0.0312467 | Time: 1406.03 ms [2022-04-23 22:11:11 main:574] : INFO : Epoch 1631 | loss: 0.0312466 | val_loss: 0.0312473 | Time: 1425.81 ms [2022-04-23 22:11:13 main:574] : INFO : Epoch 1632 | loss: 0.0312469 | val_loss: 0.0312454 | Time: 1423.78 ms [2022-04-23 22:11:14 main:574] : INFO : Epoch 1633 | loss: 0.0312455 | val_loss: 0.0312448 | Time: 1444.63 ms [2022-04-23 22:11:16 main:574] : INFO : Epoch 1634 | loss: 0.0312456 | val_loss: 0.0312451 | Time: 1437.66 ms [2022-04-23 22:11:17 main:574] : INFO : Epoch 1635 | loss: 0.0312467 | val_loss: 0.0312454 | Time: 1393.2 ms [2022-04-23 22:11:18 main:574] : INFO : Epoch 1636 | loss: 0.0312462 | val_loss: 0.0312453 | Time: 1403.19 ms [2022-04-23 22:11:20 main:574] : INFO : Epoch 1637 | loss: 0.0312463 | val_loss: 0.0312475 | Time: 1421.7 ms [2022-04-23 22:11:21 main:574] : INFO : Epoch 1638 | loss: 0.0312471 | val_loss: 0.0312456 | Time: 1394.89 ms [2022-04-23 22:11:23 main:574] : INFO : Epoch 1639 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 1401.68 ms [2022-04-23 22:11:24 main:574] : INFO : Epoch 1640 | loss: 0.0312461 | val_loss: 0.0312465 | Time: 1381.9 ms [2022-04-23 22:11:26 main:574] : INFO : Epoch 1641 | loss: 0.0312464 | val_loss: 0.0312452 | Time: 1430.15 ms [2022-04-23 22:11:27 main:574] : INFO : Epoch 1642 | loss: 0.0312457 | val_loss: 0.0312449 | Time: 1407.93 ms [2022-04-23 22:11:28 main:574] : INFO : Epoch 1643 | loss: 0.0312455 | val_loss: 0.0312449 | Time: 1413.15 ms [2022-04-23 22:11:30 main:574] : INFO : Epoch 1644 | loss: 0.0312454 | val_loss: 0.0312461 | Time: 1437.85 ms [2022-04-23 22:11:31 main:574] : INFO : Epoch 1645 | loss: 0.0312477 | val_loss: 0.0312464 | Time: 1409.86 ms [2022-04-23 22:11:33 main:574] : INFO : Epoch 1646 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 1445.19 ms [2022-04-23 22:11:34 main:574] : INFO : Epoch 1647 | loss: 0.0312458 | val_loss: 0.0312453 | Time: 1415.06 ms [2022-04-23 22:11:36 main:574] : INFO : Epoch 1648 | loss: 0.0312461 | val_loss: 0.0312449 | Time: 1420.99 ms [2022-04-23 22:11:37 main:574] : INFO : Epoch 1649 | loss: 0.0312472 | val_loss: 0.0312468 | Time: 1410.75 ms [2022-04-23 22:11:38 main:574] : INFO : Epoch 1650 | loss: 0.0312469 | val_loss: 0.0312507 | Time: 1396.6 ms [2022-04-23 22:11:40 main:574] : INFO : Epoch 1651 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 1424.22 ms [2022-04-23 22:11:41 main:574] : INFO : Epoch 1652 | loss: 0.0312489 | val_loss: 0.031245 | Time: 1431.8 ms [2022-04-23 22:11:43 main:574] : INFO : Epoch 1653 | loss: 0.031247 | val_loss: 0.0312473 | Time: 1410.56 ms [2022-04-23 22:11:44 main:574] : INFO : Epoch 1654 | loss: 0.0312466 | val_loss: 0.0312451 | Time: 1414.71 ms [2022-04-23 22:11:46 main:574] : INFO : Epoch 1655 | loss: 0.0312459 | val_loss: 0.0312447 | Time: 1394.17 ms [2022-04-23 22:11:47 main:574] : INFO : Epoch 1656 | loss: 0.0312457 | val_loss: 0.0312468 | Time: 1393.45 ms [2022-04-23 22:11:48 main:574] : INFO : Epoch 1657 | loss: 0.0312459 | val_loss: 0.0312445 | Time: 1428.92 ms [2022-04-23 22:11:50 main:574] : INFO : Epoch 1658 | loss: 0.0312458 | val_loss: 0.0312455 | Time: 1389 ms [2022-04-23 22:11:51 main:574] : INFO : Epoch 1659 | loss: 0.0312459 | val_loss: 0.0312477 | Time: 1421.98 ms [2022-04-23 22:11:53 main:574] : INFO : Epoch 1660 | loss: 0.0312471 | val_loss: 0.0312456 | Time: 1415.39 ms [2022-04-23 22:11:54 main:574] : INFO : Epoch 1661 | loss: 0.0312458 | val_loss: 0.0312449 | Time: 1393.63 ms [2022-04-23 22:11:56 main:574] : INFO : Epoch 1662 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 1427.93 ms [2022-04-23 22:11:57 main:574] : INFO : Epoch 1663 | loss: 0.0312465 | val_loss: 0.0312454 | Time: 1450.29 ms [2022-04-23 22:11:58 main:574] : INFO : Epoch 1664 | loss: 0.0312456 | val_loss: 0.0312452 | Time: 1391.09 ms [2022-04-23 22:12:00 main:574] : INFO : Epoch 1665 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 1405.51 ms [2022-04-23 22:12:01 main:574] : INFO : Epoch 1666 | loss: 0.0312461 | val_loss: 0.0312461 | Time: 1402.99 ms [2022-04-23 22:12:03 main:574] : INFO : Epoch 1667 | loss: 0.0312457 | val_loss: 0.0312445 | Time: 1400.01 ms [2022-04-23 22:12:04 main:574] : INFO : Epoch 1668 | loss: 0.0312466 | val_loss: 0.0312466 | Time: 1404.3 ms [2022-04-23 22:12:05 main:574] : INFO : Epoch 1669 | loss: 0.0312473 | val_loss: 0.0312459 | Time: 1406.81 ms [2022-04-23 22:12:07 main:574] : INFO : Epoch 1670 | loss: 0.0312461 | val_loss: 0.0312451 | Time: 1398.18 ms [2022-04-23 22:12:08 main:574] : INFO : Epoch 1671 | loss: 0.0312467 | val_loss: 0.0312494 | Time: 1408.89 ms [2022-04-23 22:12:10 main:574] : INFO : Epoch 1672 | loss: 0.031248 | val_loss: 0.0312464 | Time: 1415.71 ms [2022-04-23 22:12:11 main:574] : INFO : Epoch 1673 | loss: 0.0312467 | val_loss: 0.0312479 | Time: 1401.04 ms [2022-04-23 22:12:13 main:574] : INFO : Epoch 1674 | loss: 0.0312464 | val_loss: 0.0312451 | Time: 1402.71 ms [2022-04-23 22:12:14 main:574] : INFO : Epoch 1675 | loss: 0.0312457 | val_loss: 0.0312469 | Time: 1406.37 ms [2022-04-23 22:12:15 main:574] : INFO : Epoch 1676 | loss: 0.0312457 | val_loss: 0.0312451 | Time: 1422.46 ms [2022-04-23 22:12:17 main:574] : INFO : Epoch 1677 | loss: 0.0312466 | val_loss: 0.031247 | Time: 1421.44 ms [2022-04-23 22:12:18 main:574] : INFO : Epoch 1678 | loss: 0.0312465 | val_loss: 0.0312458 | Time: 1378.21 ms [2022-04-23 22:12:20 main:574] : INFO : Epoch 1679 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 1423.55 ms [2022-04-23 22:12:21 main:574] : INFO : Epoch 1680 | loss: 0.031246 | val_loss: 0.0312453 | Time: 1470.44 ms [2022-04-23 22:12:23 main:574] : INFO : Epoch 1681 | loss: 0.031246 | val_loss: 0.0312477 | Time: 1423.73 ms [2022-04-23 22:12:24 main:574] : INFO : Epoch 1682 | loss: 0.0312462 | val_loss: 0.031245 | Time: 1416.58 ms [2022-04-23 22:12:25 main:574] : INFO : Epoch 1683 | loss: 0.0312458 | val_loss: 0.0312452 | Time: 1427.1 ms [2022-04-23 22:12:27 main:574] : INFO : Epoch 1684 | loss: 0.0312473 | val_loss: 0.0312455 | Time: 1402.69 ms [2022-04-23 22:12:28 main:574] : INFO : Epoch 1685 | loss: 0.0312458 | val_loss: 0.031246 | Time: 1394.25 ms [2022-04-23 22:12:30 main:574] : INFO : Epoch 1686 | loss: 0.031246 | val_loss: 0.0312458 | Time: 1404.8 ms [2022-04-23 22:12:31 main:574] : INFO : Epoch 1687 | loss: 0.0312463 | val_loss: 0.0312469 | Time: 1420.79 ms [2022-04-23 22:12:33 main:574] : INFO : Epoch 1688 | loss: 0.031246 | val_loss: 0.0312453 | Time: 1388.12 ms [2022-04-23 22:12:34 main:574] : INFO : Epoch 1689 | loss: 0.0312461 | val_loss: 0.0312467 | Time: 1429.96 ms [2022-04-23 22:12:35 main:574] : INFO : Epoch 1690 | loss: 0.0312482 | val_loss: 0.0312452 | Time: 1410.72 ms [2022-04-23 22:12:37 main:574] : INFO : Epoch 1691 | loss: 0.0312459 | val_loss: 0.0312447 | Time: 1429.42 ms [2022-04-23 22:12:38 main:574] : INFO : Epoch 1692 | loss: 0.0312456 | val_loss: 0.0312478 | Time: 1379.76 ms [2022-04-23 22:12:40 main:574] : INFO : Epoch 1693 | loss: 0.0312488 | val_loss: 0.0312519 | Time: 1460.79 ms [2022-04-23 22:12:41 main:574] : INFO : Epoch 1694 | loss: 0.0312472 | val_loss: 0.0312454 | Time: 1447.8 ms [2022-04-23 22:12:43 main:574] : INFO : Epoch 1695 | loss: 0.031246 | val_loss: 0.0312449 | Time: 1409.24 ms [2022-04-23 22:12:44 main:574] : INFO : Epoch 1696 | loss: 0.0312465 | val_loss: 0.0312452 | Time: 1414.14 ms [2022-04-23 22:12:45 main:574] : INFO : Epoch 1697 | loss: 0.0312471 | val_loss: 0.0312452 | Time: 1450.08 ms [2022-04-23 22:12:47 main:574] : INFO : Epoch 1698 | loss: 0.0312478 | val_loss: 0.0312459 | Time: 1403.52 ms [2022-04-23 22:12:48 main:574] : INFO : Epoch 1699 | loss: 0.0312464 | val_loss: 0.031245 | Time: 1409.23 ms [2022-04-23 22:12:50 main:574] : INFO : Epoch 1700 | loss: 0.0312467 | val_loss: 0.0312454 | Time: 1430.9 ms [2022-04-23 22:12:51 main:574] : INFO : Epoch 1701 | loss: 0.0312462 | val_loss: 0.0312456 | Time: 1405.94 ms [2022-04-23 22:12:53 main:574] : INFO : Epoch 1702 | loss: 0.031247 | val_loss: 0.0312451 | Time: 1397.47 ms [2022-04-23 22:12:54 main:574] : INFO : Epoch 1703 | loss: 0.0312463 | val_loss: 0.0312458 | Time: 1411.72 ms [2022-04-23 22:12:55 main:574] : INFO : Epoch 1704 | loss: 0.0312469 | val_loss: 0.0312453 | Time: 1424.28 ms [2022-04-23 22:12:57 main:574] : INFO : Epoch 1705 | loss: 0.0312458 | val_loss: 0.0312449 | Time: 1399.28 ms [2022-04-23 22:12:58 main:574] : INFO : Epoch 1706 | loss: 0.0312462 | val_loss: 0.0312453 | Time: 1437.6 ms [2022-04-23 22:13:00 main:574] : INFO : Epoch 1707 | loss: 0.0312463 | val_loss: 0.0312474 | Time: 1418.17 ms [2022-04-23 22:13:01 main:574] : INFO : Epoch 1708 | loss: 0.0312459 | val_loss: 0.0312451 | Time: 1424.88 ms [2022-04-23 22:13:03 main:574] : INFO : Epoch 1709 | loss: 0.031246 | val_loss: 0.031245 | Time: 1363.87 ms [2022-04-23 22:13:04 main:574] : INFO : Epoch 1710 | loss: 0.0312456 | val_loss: 0.0312452 | Time: 1374.41 ms [2022-04-23 22:13:05 main:574] : INFO : Epoch 1711 | loss: 0.0312461 | val_loss: 0.0312471 | Time: 1400.69 ms [2022-04-23 22:13:07 main:574] : INFO : Epoch 1712 | loss: 0.0312463 | val_loss: 0.0312453 | Time: 1464.25 ms [2022-04-23 22:13:08 main:574] : INFO : Epoch 1713 | loss: 0.0312461 | val_loss: 0.0312451 | Time: 1470.78 ms [2022-04-23 22:13:10 main:574] : INFO : Epoch 1714 | loss: 0.0312457 | val_loss: 0.0312448 | Time: 1440.53 ms [2022-04-23 22:13:11 main:574] : INFO : Epoch 1715 | loss: 0.031246 | val_loss: 0.0312447 | Time: 1461.59 ms [2022-04-23 22:13:13 main:574] : INFO : Epoch 1716 | loss: 0.0312454 | val_loss: 0.0312451 | Time: 1454.4 ms [2022-04-23 22:13:14 main:574] : INFO : Epoch 1717 | loss: 0.0312455 | val_loss: 0.0312449 | Time: 1434.49 ms [2022-04-23 22:13:15 main:574] : INFO : Epoch 1718 | loss: 0.0312459 | val_loss: 0.0312453 | Time: 1402.75 ms [2022-04-23 22:13:17 main:574] : INFO : Epoch 1719 | loss: 0.0312456 | val_loss: 0.0312476 | Time: 1421.46 ms [2022-04-23 22:13:18 main:574] : INFO : Epoch 1720 | loss: 0.0312467 | val_loss: 0.0312446 | Time: 1425.62 ms [2022-04-23 22:13:20 main:574] : INFO : Epoch 1721 | loss: 0.0312462 | val_loss: 0.0312469 | Time: 1424.57 ms [2022-04-23 22:13:21 main:574] : INFO : Epoch 1722 | loss: 0.0312461 | val_loss: 0.0312449 | Time: 1476.51 ms [2022-04-23 22:13:23 main:574] : INFO : Epoch 1723 | loss: 0.0312457 | val_loss: 0.0312447 | Time: 1418.86 ms [2022-04-23 22:13:24 main:574] : INFO : Epoch 1724 | loss: 0.0312453 | val_loss: 0.0312458 | Time: 1391.62 ms [2022-04-23 22:13:26 main:574] : INFO : Epoch 1725 | loss: 0.0312458 | val_loss: 0.0312459 | Time: 1448.65 ms [2022-04-23 22:13:27 main:574] : INFO : Epoch 1726 | loss: 0.0312463 | val_loss: 0.0312467 | Time: 1420.9 ms [2022-04-23 22:13:28 main:574] : INFO : Epoch 1727 | loss: 0.0312456 | val_loss: 0.0312448 | Time: 1369.56 ms [2022-04-23 22:13:30 main:574] : INFO : Epoch 1728 | loss: 0.0312464 | val_loss: 0.0312452 | Time: 1437.34 ms [2022-04-23 22:13:31 main:574] : INFO : Epoch 1729 | loss: 0.0312457 | val_loss: 0.0312458 | Time: 1426.14 ms [2022-04-23 22:13:33 main:574] : INFO : Epoch 1730 | loss: 0.0312458 | val_loss: 0.031245 | Time: 1422.51 ms [2022-04-23 22:13:34 main:574] : INFO : Epoch 1731 | loss: 0.0312461 | val_loss: 0.0312447 | Time: 1390.85 ms [2022-04-23 22:13:36 main:574] : INFO : Epoch 1732 | loss: 0.0312456 | val_loss: 0.031246 | Time: 1422.24 ms [2022-04-23 22:13:37 main:574] : INFO : Epoch 1733 | loss: 0.0312465 | val_loss: 0.0312454 | Time: 1438.2 ms [2022-04-23 22:13:38 main:574] : INFO : Epoch 1734 | loss: 0.0312465 | val_loss: 0.0312484 | Time: 1414.05 ms [2022-04-23 22:13:40 main:574] : INFO : Epoch 1735 | loss: 0.0312467 | val_loss: 0.0312481 | Time: 1451.71 ms [2022-04-23 22:13:41 main:574] : INFO : Epoch 1736 | loss: 0.0312466 | val_loss: 0.0312452 | Time: 1446.55 ms [2022-04-23 22:13:43 main:574] : INFO : Epoch 1737 | loss: 0.0312457 | val_loss: 0.0312445 | Time: 1399.49 ms [2022-04-23 22:13:44 main:574] : INFO : Epoch 1738 | loss: 0.0312459 | val_loss: 0.0312474 | Time: 1445.28 ms [2022-04-23 22:13:46 main:574] : INFO : Epoch 1739 | loss: 0.0312481 | val_loss: 0.0312483 | Time: 1422.73 ms [2022-04-23 22:13:47 main:574] : INFO : Epoch 1740 | loss: 0.0312477 | val_loss: 0.0312485 | Time: 1401.43 ms [2022-04-23 22:13:48 main:574] : INFO : Epoch 1741 | loss: 0.0312463 | val_loss: 0.0312451 | Time: 1398.79 ms [2022-04-23 22:13:50 main:574] : INFO : Epoch 1742 | loss: 0.0312462 | val_loss: 0.0312451 | Time: 1438.21 ms [2022-04-23 22:13:51 main:574] : INFO : Epoch 1743 | loss: 0.0312464 | val_loss: 0.0312476 | Time: 1390.38 ms [2022-04-23 22:13:53 main:574] : INFO : Epoch 1744 | loss: 0.0312471 | val_loss: 0.0312451 | Time: 1390.48 ms [2022-04-23 22:13:54 main:574] : INFO : Epoch 1745 | loss: 0.0312454 | val_loss: 0.0312447 | Time: 1431.21 ms [2022-04-23 22:13:56 main:574] : INFO : Epoch 1746 | loss: 0.0312458 | val_loss: 0.0312448 | Time: 1408.49 ms [2022-04-23 22:13:57 main:574] : INFO : Epoch 1747 | loss: 0.0312463 | val_loss: 0.0312469 | Time: 1426.27 ms [2022-04-23 22:13:58 main:574] : INFO : Epoch 1748 | loss: 0.0312467 | val_loss: 0.0312464 | Time: 1476.15 ms [2022-04-23 22:14:00 main:574] : INFO : Epoch 1749 | loss: 0.031246 | val_loss: 0.0312447 | Time: 1419.19 ms [2022-04-23 22:14:01 main:574] : INFO : Epoch 1750 | loss: 0.0312453 | val_loss: 0.0312447 | Time: 1416.33 ms [2022-04-23 22:14:03 main:574] : INFO : Epoch 1751 | loss: 0.0312459 | val_loss: 0.0312476 | Time: 1417.04 ms [2022-04-23 22:14:04 main:574] : INFO : Epoch 1752 | loss: 0.031248 | val_loss: 0.0312498 | Time: 1416.21 ms [2022-04-23 22:14:06 main:574] : INFO : Epoch 1753 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 1418.41 ms [2022-04-23 22:14:07 main:574] : INFO : Epoch 1754 | loss: 0.0312467 | val_loss: 0.0312452 | Time: 1431.85 ms [2022-04-23 22:14:08 main:574] : INFO : Epoch 1755 | loss: 0.0312462 | val_loss: 0.0312456 | Time: 1393.28 ms [2022-04-23 22:14:10 main:574] : INFO : Epoch 1756 | loss: 0.0312461 | val_loss: 0.0312454 | Time: 1406.81 ms [2022-04-23 22:14:11 main:574] : INFO : Epoch 1757 | loss: 0.0312466 | val_loss: 0.0312454 | Time: 1390.47 ms [2022-04-23 22:14:13 main:574] : INFO : Epoch 1758 | loss: 0.0312459 | val_loss: 0.0312473 | Time: 1402.4 ms [2022-04-23 22:14:14 main:574] : INFO : Epoch 1759 | loss: 0.0312479 | val_loss: 0.0312501 | Time: 1416.5 ms [2022-04-23 22:14:16 main:574] : INFO : Epoch 1760 | loss: 0.0312473 | val_loss: 0.0312491 | Time: 1393.68 ms [2022-04-23 22:14:17 main:574] : INFO : Epoch 1761 | loss: 0.0312477 | val_loss: 0.0312464 | Time: 1420.56 ms [2022-04-23 22:14:18 main:574] : INFO : Epoch 1762 | loss: 0.0312461 | val_loss: 0.0312455 | Time: 1404.87 ms [2022-04-23 22:14:20 main:574] : INFO : Epoch 1763 | loss: 0.0312459 | val_loss: 0.0312456 | Time: 1431.69 ms [2022-04-23 22:14:21 main:574] : INFO : Epoch 1764 | loss: 0.0312464 | val_loss: 0.0312471 | Time: 1489 ms [2022-04-23 22:14:23 main:574] : INFO : Epoch 1765 | loss: 0.0312473 | val_loss: 0.0312457 | Time: 1390.07 ms [2022-04-23 22:14:24 main:574] : INFO : Epoch 1766 | loss: 0.0312456 | val_loss: 0.0312451 | Time: 1453.71 ms [2022-04-23 22:14:26 main:574] : INFO : Epoch 1767 | loss: 0.0312455 | val_loss: 0.0312449 | Time: 1411.82 ms [2022-04-23 22:14:27 main:574] : INFO : Epoch 1768 | loss: 0.0312457 | val_loss: 0.0312451 | Time: 1423.74 ms [2022-04-23 22:14:29 main:574] : INFO : Epoch 1769 | loss: 0.0312457 | val_loss: 0.0312464 | Time: 1450.91 ms [2022-04-23 22:14:30 main:574] : INFO : Epoch 1770 | loss: 0.031248 | val_loss: 0.031246 | Time: 1389.48 ms [2022-04-23 22:14:31 main:574] : INFO : Epoch 1771 | loss: 0.0312461 | val_loss: 0.0312453 | Time: 1405.33 ms [2022-04-23 22:14:33 main:574] : INFO : Epoch 1772 | loss: 0.0312463 | val_loss: 0.0312474 | Time: 1408.01 ms [2022-04-23 22:14:34 main:574] : INFO : Epoch 1773 | loss: 0.0312458 | val_loss: 0.031245 | Time: 1401.98 ms [2022-04-23 22:14:36 main:574] : INFO : Epoch 1774 | loss: 0.0312456 | val_loss: 0.0312455 | Time: 1406.38 ms [2022-04-23 22:14:37 main:574] : INFO : Epoch 1775 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 1413.87 ms [2022-04-23 22:14:38 main:574] : INFO : Epoch 1776 | loss: 0.031247 | val_loss: 0.0312457 | Time: 1423.27 ms [2022-04-23 22:14:40 main:574] : INFO : Epoch 1777 | loss: 0.0312471 | val_loss: 0.0312454 | Time: 1495 ms [2022-04-23 22:14:41 main:574] : INFO : Epoch 1778 | loss: 0.0312458 | val_loss: 0.0312455 | Time: 1444.95 ms [2022-04-23 22:14:43 main:574] : INFO : Epoch 1779 | loss: 0.0312456 | val_loss: 0.0312452 | Time: 1405.33 ms [2022-04-23 22:14:44 main:574] : INFO : Epoch 1780 | loss: 0.0312456 | val_loss: 0.0312447 | Time: 1391.91 ms [2022-04-23 22:14:46 main:574] : INFO : Epoch 1781 | loss: 0.0312454 | val_loss: 0.0312447 | Time: 1414.05 ms [2022-04-23 22:14:47 main:574] : INFO : Epoch 1782 | loss: 0.031246 | val_loss: 0.0312471 | Time: 1384.27 ms [2022-04-23 22:14:48 main:574] : INFO : Epoch 1783 | loss: 0.0312462 | val_loss: 0.0312446 | Time: 1442.4 ms [2022-04-23 22:14:50 main:574] : INFO : Epoch 1784 | loss: 0.031246 | val_loss: 0.0312477 | Time: 1417.67 ms [2022-04-23 22:14:51 main:574] : INFO : Epoch 1785 | loss: 0.0312459 | val_loss: 0.031245 | Time: 1420.83 ms [2022-04-23 22:14:53 main:574] : INFO : Epoch 1786 | loss: 0.0312455 | val_loss: 0.0312453 | Time: 1401.64 ms [2022-04-23 22:14:54 main:574] : INFO : Epoch 1787 | loss: 0.0312461 | val_loss: 0.0312454 | Time: 1406.24 ms [2022-04-23 22:14:56 main:574] : INFO : Epoch 1788 | loss: 0.0312476 | val_loss: 0.0312502 | Time: 1420.66 ms [2022-04-23 22:14:57 main:574] : INFO : Epoch 1789 | loss: 0.0312481 | val_loss: 0.0312453 | Time: 1402.69 ms [2022-04-23 22:14:58 main:574] : INFO : Epoch 1790 | loss: 0.0312466 | val_loss: 0.0312451 | Time: 1411.59 ms [2022-04-23 22:15:00 main:574] : INFO : Epoch 1791 | loss: 0.0312456 | val_loss: 0.0312447 | Time: 1392.94 ms [2022-04-23 22:15:01 main:574] : INFO : Epoch 1792 | loss: 0.0312458 | val_loss: 0.0312445 | Time: 1394.98 ms [2022-04-23 22:15:03 main:574] : INFO : Epoch 1793 | loss: 0.0312464 | val_loss: 0.0312451 | Time: 1427.75 ms [2022-04-23 22:15:04 main:574] : INFO : Epoch 1794 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 1413.46 ms [2022-04-23 22:15:06 main:574] : INFO : Epoch 1795 | loss: 0.0312463 | val_loss: 0.0312461 | Time: 1419.17 ms [2022-04-23 22:15:07 main:574] : INFO : Epoch 1796 | loss: 0.0312464 | val_loss: 0.0312452 | Time: 1413.61 ms [2022-04-23 22:15:08 main:574] : INFO : Epoch 1797 | loss: 0.0312471 | val_loss: 0.0312479 | Time: 1428.87 ms [2022-04-23 22:15:10 main:574] : INFO : Epoch 1798 | loss: 0.0312479 | val_loss: 0.0312467 | Time: 1401.56 ms [2022-04-23 22:15:11 main:574] : INFO : Epoch 1799 | loss: 0.0312469 | val_loss: 0.0312458 | Time: 1418.89 ms [2022-04-23 22:15:13 main:574] : INFO : Epoch 1800 | loss: 0.0312459 | val_loss: 0.0312449 | Time: 1385.54 ms [2022-04-23 22:15:14 main:574] : INFO : Epoch 1801 | loss: 0.0312454 | val_loss: 0.0312449 | Time: 1387.43 ms [2022-04-23 22:15:15 main:574] : INFO : Epoch 1802 | loss: 0.0312459 | val_loss: 0.0312453 | Time: 1362.79 ms [2022-04-23 22:15:17 main:574] : INFO : Epoch 1803 | loss: 0.0312457 | val_loss: 0.0312446 | Time: 1447.18 ms [2022-04-23 22:15:18 main:574] : INFO : Epoch 1804 | loss: 0.0312463 | val_loss: 0.0312453 | Time: 1427.38 ms [2022-04-23 22:15:20 main:574] : INFO : Epoch 1805 | loss: 0.0312461 | val_loss: 0.0312455 | Time: 1420.09 ms [2022-04-23 22:15:21 main:574] : INFO : Epoch 1806 | loss: 0.0312455 | val_loss: 0.0312461 | Time: 1405.15 ms [2022-04-23 22:15:23 main:574] : INFO : Epoch 1807 | loss: 0.0312468 | val_loss: 0.0312474 | Time: 1491.79 ms [2022-04-23 22:15:24 main:574] : INFO : Epoch 1808 | loss: 0.0312467 | val_loss: 0.0312454 | Time: 1417.32 ms [2022-04-23 22:15:26 main:574] : INFO : Epoch 1809 | loss: 0.0312465 | val_loss: 0.0312451 | Time: 1423.7 ms [2022-04-23 22:15:27 main:574] : INFO : Epoch 1810 | loss: 0.0312457 | val_loss: 0.0312447 | Time: 1400.63 ms [2022-04-23 22:15:28 main:574] : INFO : Epoch 1811 | loss: 0.0312453 | val_loss: 0.0312451 | Time: 1380.16 ms [2022-04-23 22:15:30 main:574] : INFO : Epoch 1812 | loss: 0.0312458 | val_loss: 0.0312449 | Time: 1430.15 ms [2022-04-23 22:15:31 main:574] : INFO : Epoch 1813 | loss: 0.0312456 | val_loss: 0.031245 | Time: 1397.42 ms [2022-04-23 22:15:33 main:574] : INFO : Epoch 1814 | loss: 0.0312471 | val_loss: 0.0312454 | Time: 1403.26 ms [2022-04-23 22:15:34 main:574] : INFO : Epoch 1815 | loss: 0.0312494 | val_loss: 0.0312543 | Time: 1405.78 ms [2022-04-23 22:15:35 main:574] : INFO : Epoch 1816 | loss: 0.0312521 | val_loss: 0.0312469 | Time: 1392.62 ms [2022-04-23 22:15:37 main:574] : INFO : Epoch 1817 | loss: 0.0312466 | val_loss: 0.0312452 | Time: 1411.44 ms [2022-04-23 22:15:38 main:574] : INFO : Epoch 1818 | loss: 0.0312459 | val_loss: 0.0312451 | Time: 1402.88 ms [2022-04-23 22:15:40 main:574] : INFO : Epoch 1819 | loss: 0.0312463 | val_loss: 0.0312475 | Time: 1432.78 ms [2022-04-23 22:15:41 main:574] : INFO : Epoch 1820 | loss: 0.0312464 | val_loss: 0.0312453 | Time: 1437.54 ms [2022-04-23 22:15:43 main:574] : INFO : Epoch 1821 | loss: 0.0312472 | val_loss: 0.0312454 | Time: 1451.68 ms [2022-04-23 22:15:44 main:574] : INFO : Epoch 1822 | loss: 0.0312458 | val_loss: 0.0312455 | Time: 1392.62 ms [2022-04-23 22:15:45 main:574] : INFO : Epoch 1823 | loss: 0.031246 | val_loss: 0.0312456 | Time: 1424.75 ms [2022-04-23 22:15:47 main:574] : INFO : Epoch 1824 | loss: 0.0312463 | val_loss: 0.0312476 | Time: 1428.51 ms [2022-04-23 22:15:48 main:574] : INFO : Epoch 1825 | loss: 0.0312461 | val_loss: 0.0312448 | Time: 1392.23 ms [2022-04-23 22:15:50 main:574] : INFO : Epoch 1826 | loss: 0.0312466 | val_loss: 0.0312469 | Time: 1423.7 ms [2022-04-23 22:15:51 main:574] : INFO : Epoch 1827 | loss: 0.0312463 | val_loss: 0.0312454 | Time: 1382.68 ms [2022-04-23 22:15:53 main:574] : INFO : Epoch 1828 | loss: 0.0312472 | val_loss: 0.0312499 | Time: 1390.83 ms [2022-04-23 22:15:54 main:574] : INFO : Epoch 1829 | loss: 0.0312467 | val_loss: 0.031245 | Time: 1430.8 ms [2022-04-23 22:15:55 main:574] : INFO : Epoch 1830 | loss: 0.0312457 | val_loss: 0.0312453 | Time: 1385.77 ms [2022-04-23 22:15:57 main:574] : INFO : Epoch 1831 | loss: 0.031246 | val_loss: 0.0312447 | Time: 1419.36 ms [2022-04-23 22:15:58 main:574] : INFO : Epoch 1832 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 1422.2 ms [2022-04-23 22:16:00 main:574] : INFO : Epoch 1833 | loss: 0.0312466 | val_loss: 0.0312445 | Time: 1387.11 ms [2022-04-23 22:16:01 main:574] : INFO : Epoch 1834 | loss: 0.0312476 | val_loss: 0.0312467 | Time: 1383.69 ms [2022-04-23 22:16:02 main:574] : INFO : Epoch 1835 | loss: 0.0312465 | val_loss: 0.0312455 | Time: 1447.65 ms [2022-04-23 22:16:04 main:574] : INFO : Epoch 1836 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 1416.47 ms [2022-04-23 22:16:05 main:574] : INFO : Epoch 1837 | loss: 0.0312466 | val_loss: 0.0312453 | Time: 1378.62 ms [2022-04-23 22:16:07 main:574] : INFO : Epoch 1838 | loss: 0.0312459 | val_loss: 0.0312451 | Time: 1426.57 ms [2022-04-23 22:16:08 main:574] : INFO : Epoch 1839 | loss: 0.0312465 | val_loss: 0.0312447 | Time: 1374.22 ms [2022-04-23 22:16:10 main:574] : INFO : Epoch 1840 | loss: 0.0312468 | val_loss: 0.0312455 | Time: 1382.99 ms [2022-04-23 22:16:11 main:574] : INFO : Epoch 1841 | loss: 0.0312466 | val_loss: 0.0312454 | Time: 1414.87 ms [2022-04-23 22:16:12 main:574] : INFO : Epoch 1842 | loss: 0.0312455 | val_loss: 0.0312449 | Time: 1412.67 ms [2022-04-23 22:16:14 main:574] : INFO : Epoch 1843 | loss: 0.0312467 | val_loss: 0.031245 | Time: 1425.18 ms [2022-04-23 22:16:15 main:574] : INFO : Epoch 1844 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 1391.64 ms [2022-04-23 22:16:17 main:574] : INFO : Epoch 1845 | loss: 0.0312459 | val_loss: 0.0312447 | Time: 1404.02 ms [2022-04-23 22:16:18 main:574] : INFO : Epoch 1846 | loss: 0.0312456 | val_loss: 0.0312447 | Time: 1394.45 ms [2022-04-23 22:16:19 main:574] : INFO : Epoch 1847 | loss: 0.0312467 | val_loss: 0.0312458 | Time: 1422.44 ms [2022-04-23 22:16:21 main:574] : INFO : Epoch 1848 | loss: 0.0312465 | val_loss: 0.0312463 | Time: 1410.47 ms [2022-04-23 22:16:22 main:574] : INFO : Epoch 1849 | loss: 0.031248 | val_loss: 0.0312503 | Time: 1424.23 ms [2022-04-23 22:16:24 main:574] : INFO : Epoch 1850 | loss: 0.031248 | val_loss: 0.0312481 | Time: 1391.26 ms [2022-04-23 22:16:25 main:574] : INFO : Epoch 1851 | loss: 0.0312474 | val_loss: 0.0312457 | Time: 1429.25 ms [2022-04-23 22:16:27 main:574] : INFO : Epoch 1852 | loss: 0.0312458 | val_loss: 0.0312471 | Time: 1388.57 ms [2022-04-23 22:16:28 main:574] : INFO : Epoch 1853 | loss: 0.0312461 | val_loss: 0.0312448 | Time: 1388.87 ms [2022-04-23 22:16:29 main:574] : INFO : Epoch 1854 | loss: 0.0312457 | val_loss: 0.031247 | Time: 1445.38 ms [2022-04-23 22:16:31 main:574] : INFO : Epoch 1855 | loss: 0.0312465 | val_loss: 0.0312448 | Time: 1442.89 ms [2022-04-23 22:16:32 main:574] : INFO : Epoch 1856 | loss: 0.0312459 | val_loss: 0.0312452 | Time: 1387.14 ms [2022-04-23 22:16:34 main:574] : INFO : Epoch 1857 | loss: 0.0312459 | val_loss: 0.031245 | Time: 1427.38 ms [2022-04-23 22:16:35 main:574] : INFO : Epoch 1858 | loss: 0.0312456 | val_loss: 0.0312464 | Time: 1417.03 ms [2022-04-23 22:16:37 main:574] : INFO : Epoch 1859 | loss: 0.0312459 | val_loss: 0.0312449 | Time: 1407.92 ms [2022-04-23 22:16:38 main:574] : INFO : Epoch 1860 | loss: 0.0312468 | val_loss: 0.0312465 | Time: 1423.66 ms [2022-04-23 22:16:39 main:574] : INFO : Epoch 1861 | loss: 0.0312463 | val_loss: 0.0312453 | Time: 1438.95 ms [2022-04-23 22:16:41 main:574] : INFO : Epoch 1862 | loss: 0.0312461 | val_loss: 0.0312452 | Time: 1468.51 ms [2022-04-23 22:16:42 main:574] : INFO : Epoch 1863 | loss: 0.0312479 | val_loss: 0.0312486 | Time: 1434.44 ms [2022-04-23 22:16:44 main:574] : INFO : Epoch 1864 | loss: 0.0312466 | val_loss: 0.0312464 | Time: 1422.31 ms [2022-04-23 22:16:45 main:574] : INFO : Epoch 1865 | loss: 0.0312459 | val_loss: 0.0312451 | Time: 1389.06 ms [2022-04-23 22:16:47 main:574] : INFO : Epoch 1866 | loss: 0.0312458 | val_loss: 0.0312455 | Time: 1409.36 ms [2022-04-23 22:16:48 main:574] : INFO : Epoch 1867 | loss: 0.0312456 | val_loss: 0.031245 | Time: 1426.23 ms [2022-04-23 22:16:49 main:574] : INFO : Epoch 1868 | loss: 0.0312468 | val_loss: 0.0312456 | Time: 1425.25 ms [2022-04-23 22:16:51 main:574] : INFO : Epoch 1869 | loss: 0.0312458 | val_loss: 0.0312447 | Time: 1409.87 ms [2022-04-23 22:16:52 main:574] : INFO : Epoch 1870 | loss: 0.0312457 | val_loss: 0.0312453 | Time: 1423.22 ms [2022-04-23 22:16:54 main:574] : INFO : Epoch 1871 | loss: 0.031246 | val_loss: 0.0312464 | Time: 1427.49 ms [2022-04-23 22:16:55 main:574] : INFO : Epoch 1872 | loss: 0.0312487 | val_loss: 0.0312464 | Time: 1359.46 ms [2022-04-23 22:16:57 main:574] : INFO : Epoch 1873 | loss: 0.0312477 | val_loss: 0.0312467 | Time: 1394.55 ms [2022-04-23 22:16:58 main:574] : INFO : Epoch 1874 | loss: 0.0312456 | val_loss: 0.0312451 | Time: 1405.97 ms [2022-04-23 22:16:59 main:574] : INFO : Epoch 1875 | loss: 0.0312459 | val_loss: 0.0312458 | Time: 1400.16 ms [2022-04-23 22:17:01 main:574] : INFO : Epoch 1876 | loss: 0.0312455 | val_loss: 0.0312449 | Time: 1421.89 ms [2022-04-23 22:17:02 main:574] : INFO : Epoch 1877 | loss: 0.0312458 | val_loss: 0.0312447 | Time: 1423.03 ms [2022-04-23 22:17:04 main:574] : INFO : Epoch 1878 | loss: 0.0312458 | val_loss: 0.0312455 | Time: 1395.04 ms [2022-04-23 22:17:05 main:574] : INFO : Epoch 1879 | loss: 0.0312455 | val_loss: 0.0312451 | Time: 1373.19 ms [2022-04-23 22:17:06 main:574] : INFO : Epoch 1880 | loss: 0.031246 | val_loss: 0.0312467 | Time: 1404.16 ms [2022-04-23 22:17:08 main:574] : INFO : Epoch 1881 | loss: 0.0312467 | val_loss: 0.0312446 | Time: 1420.68 ms [2022-04-23 22:17:09 main:574] : INFO : Epoch 1882 | loss: 0.0312453 | val_loss: 0.0312449 | Time: 1432.09 ms [2022-04-23 22:17:11 main:574] : INFO : Epoch 1883 | loss: 0.0312457 | val_loss: 0.0312459 | Time: 1427.51 ms [2022-04-23 22:17:12 main:574] : INFO : Epoch 1884 | loss: 0.031246 | val_loss: 0.0312447 | Time: 1425.94 ms [2022-04-23 22:17:14 main:574] : INFO : Epoch 1885 | loss: 0.0312468 | val_loss: 0.0312457 | Time: 1427.68 ms [2022-04-23 22:17:15 main:574] : INFO : Epoch 1886 | loss: 0.0312464 | val_loss: 0.031245 | Time: 1389.08 ms [2022-04-23 22:17:16 main:574] : INFO : Epoch 1887 | loss: 0.0312454 | val_loss: 0.0312447 | Time: 1392.34 ms [2022-04-23 22:17:18 main:574] : INFO : Epoch 1888 | loss: 0.031247 | val_loss: 0.0312474 | Time: 1417.44 ms [2022-04-23 22:17:19 main:574] : INFO : Epoch 1889 | loss: 0.0312481 | val_loss: 0.0312468 | Time: 1405.8 ms [2022-04-23 22:17:21 main:574] : INFO : Epoch 1890 | loss: 0.0312491 | val_loss: 0.0312483 | Time: 1431.01 ms [2022-04-23 22:17:22 main:574] : INFO : Epoch 1891 | loss: 0.0312466 | val_loss: 0.0312464 | Time: 1411.48 ms [2022-04-23 22:17:24 main:574] : INFO : Epoch 1892 | loss: 0.0312478 | val_loss: 0.0312458 | Time: 1395.39 ms [2022-04-23 22:17:25 main:574] : INFO : Epoch 1893 | loss: 0.0312461 | val_loss: 0.0312448 | Time: 1369.68 ms [2022-04-23 22:17:26 main:574] : INFO : Epoch 1894 | loss: 0.0312454 | val_loss: 0.0312451 | Time: 1435.16 ms [2022-04-23 22:17:28 main:574] : INFO : Epoch 1895 | loss: 0.0312457 | val_loss: 0.0312449 | Time: 1397.96 ms [2022-04-23 22:17:29 main:574] : INFO : Epoch 1896 | loss: 0.0312454 | val_loss: 0.0312444 | Time: 1444.97 ms [2022-04-23 22:17:31 main:574] : INFO : Epoch 1897 | loss: 0.0312457 | val_loss: 0.0312447 | Time: 1425.43 ms [2022-04-23 22:17:32 main:574] : INFO : Epoch 1898 | loss: 0.0312454 | val_loss: 0.0312446 | Time: 1395.99 ms [2022-04-23 22:17:33 main:574] : INFO : Epoch 1899 | loss: 0.0312458 | val_loss: 0.0312451 | Time: 1373.26 ms [2022-04-23 22:17:35 main:574] : INFO : Epoch 1900 | loss: 0.0312458 | val_loss: 0.0312451 | Time: 1431.1 ms [2022-04-23 22:17:36 main:574] : INFO : Epoch 1901 | loss: 0.0312463 | val_loss: 0.0312458 | Time: 1393.3 ms [2022-04-23 22:17:38 main:574] : INFO : Epoch 1902 | loss: 0.0312457 | val_loss: 0.0312449 | Time: 1406.34 ms [2022-04-23 22:17:39 main:574] : INFO : Epoch 1903 | loss: 0.0312468 | val_loss: 0.0312464 | Time: 1453.3 ms [2022-04-23 22:17:41 main:574] : INFO : Epoch 1904 | loss: 0.0312456 | val_loss: 0.0312457 | Time: 1426.15 ms [2022-04-23 22:17:42 main:574] : INFO : Epoch 1905 | loss: 0.0312458 | val_loss: 0.0312456 | Time: 1437.66 ms [2022-04-23 22:17:43 main:574] : INFO : Epoch 1906 | loss: 0.031246 | val_loss: 0.0312454 | Time: 1405.94 ms [2022-04-23 22:17:45 main:574] : INFO : Epoch 1907 | loss: 0.0312458 | val_loss: 0.0312451 | Time: 1439.04 ms [2022-04-23 22:17:46 main:574] : INFO : Epoch 1908 | loss: 0.0312466 | val_loss: 0.0312453 | Time: 1442.83 ms [2022-04-23 22:17:48 main:574] : INFO : Epoch 1909 | loss: 0.0312459 | val_loss: 0.0312459 | Time: 1425.37 ms [2022-04-23 22:17:49 main:574] : INFO : Epoch 1910 | loss: 0.0312461 | val_loss: 0.0312449 | Time: 1409.77 ms [2022-04-23 22:17:51 main:574] : INFO : Epoch 1911 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 1403.72 ms [2022-04-23 22:17:52 main:574] : INFO : Epoch 1912 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 1366.44 ms [2022-04-23 22:17:53 main:574] : INFO : Epoch 1913 | loss: 0.0312472 | val_loss: 0.0312454 | Time: 1399.3 ms [2022-04-23 22:17:55 main:574] : INFO : Epoch 1914 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 1417.09 ms [2022-04-23 22:17:56 main:574] : INFO : Epoch 1915 | loss: 0.0312467 | val_loss: 0.0312451 | Time: 1418.04 ms [2022-04-23 22:17:58 main:574] : INFO : Epoch 1916 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 1408.06 ms [2022-04-23 22:17:59 main:574] : INFO : Epoch 1917 | loss: 0.031246 | val_loss: 0.0312453 | Time: 1448.52 ms [2022-04-23 22:18:01 main:574] : INFO : Epoch 1918 | loss: 0.031246 | val_loss: 0.0312448 | Time: 1402.23 ms [2022-04-23 22:18:02 main:574] : INFO : Epoch 1919 | loss: 0.0312456 | val_loss: 0.031245 | Time: 1415.01 ms [2022-04-23 22:18:03 main:574] : INFO : Epoch 1920 | loss: 0.0312456 | val_loss: 0.0312457 | Time: 1403.25 ms [2022-04-23 22:18:05 main:574] : INFO : Epoch 1921 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 1417.71 ms [2022-04-23 22:18:06 main:574] : INFO : Epoch 1922 | loss: 0.031246 | val_loss: 0.031245 | Time: 1445.37 ms [2022-04-23 22:18:08 main:574] : INFO : Epoch 1923 | loss: 0.0312468 | val_loss: 0.0312455 | Time: 1431.62 ms [2022-04-23 22:18:09 main:574] : INFO : Epoch 1924 | loss: 0.0312457 | val_loss: 0.0312451 | Time: 1392.63 ms [2022-04-23 22:18:11 main:574] : INFO : Epoch 1925 | loss: 0.0312467 | val_loss: 0.031245 | Time: 1409.34 ms [2022-04-23 22:18:12 main:574] : INFO : Epoch 1926 | loss: 0.0312466 | val_loss: 0.0312456 | Time: 1400.42 ms [2022-04-23 22:18:14 main:574] : INFO : Epoch 1927 | loss: 0.031246 | val_loss: 0.0312451 | Time: 1416.92 ms [2022-04-23 22:18:15 main:574] : INFO : Epoch 1928 | loss: 0.0312454 | val_loss: 0.0312446 | Time: 1388.26 ms [2022-04-23 22:18:16 main:574] : INFO : Epoch 1929 | loss: 0.031246 | val_loss: 0.0312453 | Time: 1389.76 ms [2022-04-23 22:18:18 main:574] : INFO : Epoch 1930 | loss: 0.0312463 | val_loss: 0.0312458 | Time: 1413.83 ms [2022-04-23 22:18:19 main:574] : INFO : Epoch 1931 | loss: 0.0312463 | val_loss: 0.031248 | Time: 1397.81 ms [2022-04-23 22:18:21 main:574] : INFO : Epoch 1932 | loss: 0.0312465 | val_loss: 0.0312445 | Time: 1427.34 ms [2022-04-23 22:18:22 main:574] : INFO : Epoch 1933 | loss: 0.0312456 | val_loss: 0.0312452 | Time: 1452.67 ms [2022-04-23 22:18:23 main:574] : INFO : Epoch 1934 | loss: 0.0312465 | val_loss: 0.0312468 | Time: 1403.41 ms [2022-04-23 22:18:25 main:574] : INFO : Epoch 1935 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 1421.94 ms [2022-04-23 22:18:26 main:574] : INFO : Epoch 1936 | loss: 0.0312455 | val_loss: 0.031247 | Time: 1415.95 ms [2022-04-23 22:18:28 main:574] : INFO : Epoch 1937 | loss: 0.0312468 | val_loss: 0.0312454 | Time: 1414.73 ms [2022-04-23 22:18:29 main:574] : INFO : Epoch 1938 | loss: 0.0312464 | val_loss: 0.0312449 | Time: 1374.91 ms [2022-04-23 22:18:31 main:574] : INFO : Epoch 1939 | loss: 0.0312456 | val_loss: 0.031246 | Time: 1435.42 ms [2022-04-23 22:18:32 main:574] : INFO : Epoch 1940 | loss: 0.0312467 | val_loss: 0.0312453 | Time: 1424.87 ms [2022-04-23 22:18:33 main:574] : INFO : Epoch 1941 | loss: 0.0312467 | val_loss: 0.0312453 | Time: 1407.45 ms [2022-04-23 22:18:35 main:574] : INFO : Epoch 1942 | loss: 0.0312465 | val_loss: 0.0312477 | Time: 1458.73 ms [2022-04-23 22:18:36 main:574] : INFO : Epoch 1943 | loss: 0.0312471 | val_loss: 0.0312487 | Time: 1407.68 ms [2022-04-23 22:18:38 main:574] : INFO : Epoch 1944 | loss: 0.0312472 | val_loss: 0.0312452 | Time: 1396.71 ms [2022-04-23 22:18:39 main:574] : INFO : Epoch 1945 | loss: 0.0312458 | val_loss: 0.0312453 | Time: 1437.07 ms [2022-04-23 22:18:41 main:574] : INFO : Epoch 1946 | loss: 0.0312455 | val_loss: 0.0312447 | Time: 1419.52 ms [2022-04-23 22:18:42 main:574] : INFO : Epoch 1947 | loss: 0.031246 | val_loss: 0.0312451 | Time: 1443.27 ms [2022-04-23 22:18:43 main:574] : INFO : Epoch 1948 | loss: 0.0312455 | val_loss: 0.0312446 | Time: 1396.04 ms [2022-04-23 22:18:45 main:574] : INFO : Epoch 1949 | loss: 0.0312468 | val_loss: 0.0312496 | Time: 1410.12 ms [2022-04-23 22:18:46 main:574] : INFO : Epoch 1950 | loss: 0.0312469 | val_loss: 0.031246 | Time: 1418.76 ms [2022-04-23 22:18:48 main:574] : INFO : Epoch 1951 | loss: 0.0312466 | val_loss: 0.0312459 | Time: 1416.6 ms [2022-04-23 22:18:49 main:574] : INFO : Epoch 1952 | loss: 0.0312459 | val_loss: 0.0312479 | Time: 1414.46 ms [2022-04-23 22:18:51 main:574] : INFO : Epoch 1953 | loss: 0.0312468 | val_loss: 0.0312447 | Time: 1436.79 ms [2022-04-23 22:18:52 main:574] : INFO : Epoch 1954 | loss: 0.0312458 | val_loss: 0.0312449 | Time: 1411.42 ms [2022-04-23 22:18:53 main:574] : INFO : Epoch 1955 | loss: 0.0312458 | val_loss: 0.0312452 | Time: 1411.96 ms [2022-04-23 22:18:55 main:574] : INFO : Epoch 1956 | loss: 0.0312464 | val_loss: 0.0312449 | Time: 1425.53 ms [2022-04-23 22:18:56 main:574] : INFO : Epoch 1957 | loss: 0.031246 | val_loss: 0.0312462 | Time: 1427.8 ms [2022-04-23 22:18:58 main:574] : INFO : Epoch 1958 | loss: 0.0312468 | val_loss: 0.0312452 | Time: 1400.43 ms [2022-04-23 22:18:59 main:574] : INFO : Epoch 1959 | loss: 0.0312465 | val_loss: 0.031247 | Time: 1433.76 ms [2022-04-23 22:19:01 main:574] : INFO : Epoch 1960 | loss: 0.0312478 | val_loss: 0.0312449 | Time: 1437.09 ms [2022-04-23 22:19:02 main:574] : INFO : Epoch 1961 | loss: 0.0312458 | val_loss: 0.0312479 | Time: 1456.84 ms [2022-04-23 22:19:04 main:574] : INFO : Epoch 1962 | loss: 0.031246 | val_loss: 0.0312449 | Time: 1427.01 ms [2022-04-23 22:19:05 main:574] : INFO : Epoch 1963 | loss: 0.0312459 | val_loss: 0.0312457 | Time: 1415.62 ms [2022-04-23 22:19:06 main:574] : INFO : Epoch 1964 | loss: 0.0312462 | val_loss: 0.031245 | Time: 1415.78 ms [2022-04-23 22:19:08 main:574] : INFO : Epoch 1965 | loss: 0.0312463 | val_loss: 0.031245 | Time: 1417.15 ms [2022-04-23 22:19:09 main:574] : INFO : Epoch 1966 | loss: 0.0312456 | val_loss: 0.0312452 | Time: 1392.92 ms [2022-04-23 22:19:11 main:574] : INFO : Epoch 1967 | loss: 0.0312461 | val_loss: 0.0312453 | Time: 1390.01 ms [2022-04-23 22:19:12 main:574] : INFO : Epoch 1968 | loss: 0.0312455 | val_loss: 0.0312454 | Time: 1417.55 ms [2022-04-23 22:19:14 main:574] : INFO : Epoch 1969 | loss: 0.0312457 | val_loss: 0.0312451 | Time: 1405.58 ms [2022-04-23 22:19:15 main:574] : INFO : Epoch 1970 | loss: 0.0312461 | val_loss: 0.0312463 | Time: 1399.4 ms [2022-04-23 22:19:16 main:574] : INFO : Epoch 1971 | loss: 0.0312463 | val_loss: 0.031245 | Time: 1397.17 ms [2022-04-23 22:19:18 main:574] : INFO : Epoch 1972 | loss: 0.0312458 | val_loss: 0.0312447 | Time: 1400.27 ms [2022-04-23 22:19:19 main:574] : INFO : Epoch 1973 | loss: 0.0312457 | val_loss: 0.0312449 | Time: 1409.48 ms [2022-04-23 22:19:21 main:574] : INFO : Epoch 1974 | loss: 0.0312456 | val_loss: 0.031245 | Time: 1422.98 ms [2022-04-23 22:19:22 main:574] : INFO : Epoch 1975 | loss: 0.0312461 | val_loss: 0.0312463 | Time: 1490.18 ms [2022-04-23 22:19:24 main:574] : INFO : Epoch 1976 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 1569.33 ms [2022-04-23 22:19:25 main:574] : INFO : Epoch 1977 | loss: 0.0312459 | val_loss: 0.031245 | Time: 1464.92 ms [2022-04-23 22:19:27 main:574] : INFO : Epoch 1978 | loss: 0.0312455 | val_loss: 0.0312447 | Time: 1423.69 ms [2022-04-23 22:19:28 main:574] : INFO : Epoch 1979 | loss: 0.0312458 | val_loss: 0.0312462 | Time: 1426.74 ms [2022-04-23 22:19:29 main:574] : INFO : Epoch 1980 | loss: 0.0312465 | val_loss: 0.031249 | Time: 1404.43 ms [2022-04-23 22:19:31 main:574] : INFO : Epoch 1981 | loss: 0.0312492 | val_loss: 0.0312464 | Time: 1401.7 ms [2022-04-23 22:19:32 main:574] : INFO : Epoch 1982 | loss: 0.0312469 | val_loss: 0.0312462 | Time: 1418.83 ms [2022-04-23 22:19:34 main:574] : INFO : Epoch 1983 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 1443.6 ms [2022-04-23 22:19:35 main:574] : INFO : Epoch 1984 | loss: 0.0312476 | val_loss: 0.0312454 | Time: 1396.57 ms [2022-04-23 22:19:37 main:574] : INFO : Epoch 1985 | loss: 0.031248 | val_loss: 0.0312469 | Time: 1382.8 ms [2022-04-23 22:19:38 main:574] : INFO : Epoch 1986 | loss: 0.0312471 | val_loss: 0.0312476 | Time: 1416 ms [2022-04-23 22:19:39 main:574] : INFO : Epoch 1987 | loss: 0.0312466 | val_loss: 0.0312461 | Time: 1444.09 ms [2022-04-23 22:19:41 main:574] : INFO : Epoch 1988 | loss: 0.0312463 | val_loss: 0.0312484 | Time: 1454.66 ms [2022-04-23 22:19:42 main:574] : INFO : Epoch 1989 | loss: 0.0312468 | val_loss: 0.0312449 | Time: 1457.43 ms [2022-04-23 22:19:44 main:574] : INFO : Epoch 1990 | loss: 0.0312453 | val_loss: 0.0312449 | Time: 1412.51 ms [2022-04-23 22:19:45 main:574] : INFO : Epoch 1991 | loss: 0.0312454 | val_loss: 0.0312449 | Time: 1405.29 ms [2022-04-23 22:19:47 main:574] : INFO : Epoch 1992 | loss: 0.0312457 | val_loss: 0.031245 | Time: 1396.67 ms [2022-04-23 22:19:48 main:574] : INFO : Epoch 1993 | loss: 0.0312469 | val_loss: 0.0312477 | Time: 1422.77 ms [2022-04-23 22:19:49 main:574] : INFO : Epoch 1994 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 1363.45 ms [2022-04-23 22:19:51 main:574] : INFO : Epoch 1995 | loss: 0.031247 | val_loss: 0.0312459 | Time: 1421.35 ms [2022-04-23 22:19:52 main:574] : INFO : Epoch 1996 | loss: 0.0312462 | val_loss: 0.0312449 | Time: 1344.9 ms [2022-04-23 22:19:54 main:574] : INFO : Epoch 1997 | loss: 0.0312468 | val_loss: 0.0312451 | Time: 1416.91 ms [2022-04-23 22:19:55 main:574] : INFO : Epoch 1998 | loss: 0.0312456 | val_loss: 0.031246 | Time: 1434.49 ms [2022-04-23 22:19:56 main:574] : INFO : Epoch 1999 | loss: 0.0312461 | val_loss: 0.0312449 | Time: 1409.29 ms [2022-04-23 22:19:58 main:574] : INFO : Epoch 2000 | loss: 0.0312456 | val_loss: 0.0312474 | Time: 1428.62 ms [2022-04-23 22:19:59 main:574] : INFO : Epoch 2001 | loss: 0.0312467 | val_loss: 0.0312454 | Time: 1384.98 ms [2022-04-23 22:20:01 main:574] : INFO : Epoch 2002 | loss: 0.0312455 | val_loss: 0.0312448 | Time: 1391.73 ms [2022-04-23 22:20:02 main:574] : INFO : Epoch 2003 | loss: 0.0312458 | val_loss: 0.0312445 | Time: 1399.93 ms [2022-04-23 22:20:03 main:574] : INFO : Epoch 2004 | loss: 0.0312465 | val_loss: 0.0312452 | Time: 1399.39 ms [2022-04-23 22:20:05 main:574] : INFO : Epoch 2005 | loss: 0.0312461 | val_loss: 0.0312451 | Time: 1412.51 ms [2022-04-23 22:20:06 main:574] : INFO : Epoch 2006 | loss: 0.0312459 | val_loss: 0.0312469 | Time: 1402.7 ms [2022-04-23 22:20:08 main:574] : INFO : Epoch 2007 | loss: 0.031247 | val_loss: 0.0312464 | Time: 1440.81 ms [2022-04-23 22:20:09 main:574] : INFO : Epoch 2008 | loss: 0.0312458 | val_loss: 0.031246 | Time: 1425.21 ms [2022-04-23 22:20:11 main:574] : INFO : Epoch 2009 | loss: 0.031246 | val_loss: 0.0312446 | Time: 1424.72 ms [2022-04-23 22:20:12 main:574] : INFO : Epoch 2010 | loss: 0.0312473 | val_loss: 0.0312478 | Time: 1399.24 ms [2022-04-23 22:20:14 main:574] : INFO : Epoch 2011 | loss: 0.0312461 | val_loss: 0.0312455 | Time: 1465.74 ms [2022-04-23 22:20:15 main:574] : INFO : Epoch 2012 | loss: 0.0312459 | val_loss: 0.0312466 | Time: 1429.28 ms [2022-04-23 22:20:16 main:574] : INFO : Epoch 2013 | loss: 0.0312459 | val_loss: 0.0312447 | Time: 1433.17 ms [2022-04-23 22:20:18 main:574] : INFO : Epoch 2014 | loss: 0.0312454 | val_loss: 0.0312444 | Time: 1434.18 ms [2022-04-23 22:20:19 main:574] : INFO : Epoch 2015 | loss: 0.0312455 | val_loss: 0.0312453 | Time: 1390.07 ms [2022-04-23 22:20:21 main:574] : INFO : Epoch 2016 | loss: 0.0312459 | val_loss: 0.0312456 | Time: 1419.98 ms [2022-04-23 22:20:22 main:574] : INFO : Epoch 2017 | loss: 0.0312467 | val_loss: 0.0312451 | Time: 1407.61 ms [2022-04-23 22:20:24 main:574] : INFO : Epoch 2018 | loss: 0.0312456 | val_loss: 0.0312452 | Time: 1493.16 ms [2022-04-23 22:20:25 main:574] : INFO : Epoch 2019 | loss: 0.0312456 | val_loss: 0.0312447 | Time: 1416.48 ms [2022-04-23 22:20:26 main:574] : INFO : Epoch 2020 | loss: 0.0312456 | val_loss: 0.0312447 | Time: 1408.49 ms [2022-04-23 22:20:28 main:574] : INFO : Epoch 2021 | loss: 0.0312457 | val_loss: 0.0312483 | Time: 1451.75 ms [2022-04-23 22:20:29 main:574] : INFO : Epoch 2022 | loss: 0.0312469 | val_loss: 0.0312458 | Time: 1425.68 ms [2022-04-23 22:20:31 main:574] : INFO : Epoch 2023 | loss: 0.0312458 | val_loss: 0.0312471 | Time: 1379.42 ms [2022-04-23 22:20:32 main:574] : INFO : Epoch 2024 | loss: 0.0312468 | val_loss: 0.0312455 | Time: 1408.52 ms [2022-04-23 22:20:34 main:574] : INFO : Epoch 2025 | loss: 0.0312458 | val_loss: 0.0312455 | Time: 1409.31 ms [2022-04-23 22:20:35 main:574] : INFO : Epoch 2026 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 1419.03 ms [2022-04-23 22:20:36 main:574] : INFO : Epoch 2027 | loss: 0.0312467 | val_loss: 0.0312455 | Time: 1428.48 ms [2022-04-23 22:20:38 main:574] : INFO : Epoch 2028 | loss: 0.0312461 | val_loss: 0.0312454 | Time: 1410.18 ms [2022-04-23 22:20:39 main:574] : INFO : Epoch 2029 | loss: 0.0312458 | val_loss: 0.0312475 | Time: 1463.19 ms [2022-04-23 22:20:41 main:574] : INFO : Epoch 2030 | loss: 0.0312469 | val_loss: 0.0312448 | Time: 1453.54 ms [2022-04-23 22:20:42 main:574] : INFO : Epoch 2031 | loss: 0.0312461 | val_loss: 0.0312453 | Time: 1405.77 ms [2022-04-23 22:20:44 main:574] : INFO : Epoch 2032 | loss: 0.0312477 | val_loss: 0.0312453 | Time: 1426.71 ms [2022-04-23 22:20:45 main:574] : INFO : Epoch 2033 | loss: 0.0312529 | val_loss: 0.0312545 | Time: 1441.7 ms [2022-04-23 22:20:47 main:574] : INFO : Epoch 2034 | loss: 0.031249 | val_loss: 0.0312466 | Time: 1430.83 ms [2022-04-23 22:20:48 main:574] : INFO : Epoch 2035 | loss: 0.0312468 | val_loss: 0.0312451 | Time: 1415.15 ms [2022-04-23 22:20:49 main:574] : INFO : Epoch 2036 | loss: 0.0312456 | val_loss: 0.0312455 | Time: 1413.16 ms [2022-04-23 22:20:51 main:574] : INFO : Epoch 2037 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 1416.91 ms [2022-04-23 22:20:52 main:574] : INFO : Epoch 2038 | loss: 0.0312474 | val_loss: 0.0312484 | Time: 1442.25 ms [2022-04-23 22:20:54 main:574] : INFO : Epoch 2039 | loss: 0.0312469 | val_loss: 0.0312498 | Time: 1414.99 ms [2022-04-23 22:20:55 main:574] : INFO : Epoch 2040 | loss: 0.031247 | val_loss: 0.0312451 | Time: 1406.11 ms [2022-04-23 22:20:57 main:574] : INFO : Epoch 2041 | loss: 0.0312458 | val_loss: 0.0312446 | Time: 1403.77 ms [2022-04-23 22:20:58 main:574] : INFO : Epoch 2042 | loss: 0.0312462 | val_loss: 0.0312456 | Time: 1384.68 ms [2022-04-23 22:20:59 main:574] : INFO : Epoch 2043 | loss: 0.0312459 | val_loss: 0.0312451 | Time: 1414.16 ms [2022-04-23 22:21:01 main:574] : INFO : Epoch 2044 | loss: 0.0312454 | val_loss: 0.0312456 | Time: 1402.4 ms [2022-04-23 22:21:02 main:574] : INFO : Epoch 2045 | loss: 0.0312456 | val_loss: 0.0312452 | Time: 1410.81 ms [2022-04-23 22:21:04 main:574] : INFO : Epoch 2046 | loss: 0.0312473 | val_loss: 0.0312475 | Time: 1436.82 ms [2022-04-23 22:21:05 main:574] : INFO : Epoch 2047 | loss: 0.0312466 | val_loss: 0.0312466 | Time: 1409.76 ms [2022-04-23 22:21:07 main:574] : INFO : Epoch 2048 | loss: 0.031246 | val_loss: 0.0312455 | Time: 1397.34 ms [2022-04-23 22:21:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312455 [2022-04-23 22:21:07 main:603] : INFO : Saving end state to config to file [2022-04-23 22:21:07 main:608] : INFO : Success, exiting.. 22:21:07 (76688): 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)