Task 14150530
| Name | ParityModified-1647047135-5964-1-0_1 |
| Workunit | 10484529 |
| Created | 31 Mar 2022, 17:11:35 UTC |
| Sent | 31 Mar 2022, 17:18:59 UTC |
| Report deadline | 8 Apr 2022, 17:18:59 UTC |
| Received | 1 Apr 2022, 5:29:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19105 |
| Run time | 46 min 53 sec |
| CPU time | 46 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,157.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.38 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312448 | val_loss: 0.031246 | Time: 1383.03 ms
[2022-04-01 04:53:23 main:574] : INFO : Epoch 1543 | loss: 0.0312449 | val_loss: 0.0312458 | Time: 1338.36 ms
[2022-04-01 04:53:24 main:574] : INFO : Epoch 1544 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 1380.03 ms
[2022-04-01 04:53:26 main:574] : INFO : Epoch 1545 | loss: 0.0312459 | val_loss: 0.0312468 | Time: 1372.4 ms
[2022-04-01 04:53:27 main:574] : INFO : Epoch 1546 | loss: 0.0312481 | val_loss: 0.0312524 | Time: 1315.04 ms
[2022-04-01 04:53:28 main:574] : INFO : Epoch 1547 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 1386.16 ms
[2022-04-01 04:53:30 main:574] : INFO : Epoch 1548 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 1422.05 ms
[2022-04-01 04:53:31 main:574] : INFO : Epoch 1549 | loss: 0.0312453 | val_loss: 0.031246 | Time: 1379.31 ms
[2022-04-01 04:53:32 main:574] : INFO : Epoch 1550 | loss: 0.0312459 | val_loss: 0.0312459 | Time: 1358.43 ms
[2022-04-01 04:53:34 main:574] : INFO : Epoch 1551 | loss: 0.0312448 | val_loss: 0.0312464 | Time: 1362.13 ms
[2022-04-01 04:53:35 main:574] : INFO : Epoch 1552 | loss: 0.0312462 | val_loss: 0.0312513 | Time: 1341.28 ms
[2022-04-01 04:53:36 main:574] : INFO : Epoch 1553 | loss: 0.0312462 | val_loss: 0.0312475 | Time: 1317 ms
[2022-04-01 04:53:38 main:574] : INFO : Epoch 1554 | loss: 0.031246 | val_loss: 0.0312457 | Time: 1366.35 ms
[2022-04-01 04:53:39 main:574] : INFO : Epoch 1555 | loss: 0.0312449 | val_loss: 0.0312457 | Time: 1419.38 ms
[2022-04-01 04:53:41 main:574] : INFO : Epoch 1556 | loss: 0.0312457 | val_loss: 0.0312458 | Time: 1445.82 ms
[2022-04-01 04:53:42 main:574] : INFO : Epoch 1557 | loss: 0.0312448 | val_loss: 0.031246 | Time: 1379.48 ms
[2022-04-01 04:53:43 main:574] : INFO : Epoch 1558 | loss: 0.0312453 | val_loss: 0.0312464 | Time: 1380.08 ms
[2022-04-01 04:53:45 main:574] : INFO : Epoch 1559 | loss: 0.0312449 | val_loss: 0.0312461 | Time: 1382.77 ms
[2022-04-01 04:53:46 main:574] : INFO : Epoch 1560 | loss: 0.0312457 | val_loss: 0.0312462 | Time: 1430.72 ms
[2022-04-01 04:53:48 main:574] : INFO : Epoch 1561 | loss: 0.0312452 | val_loss: 0.0312464 | Time: 1395.33 ms
[2022-04-01 04:53:49 main:574] : INFO : Epoch 1562 | loss: 0.0312477 | val_loss: 0.0312514 | Time: 1431.6 ms
[2022-04-01 04:53:50 main:574] : INFO : Epoch 1563 | loss: 0.0312475 | val_loss: 0.0312462 | Time: 1341.7 ms
[2022-04-01 04:53:52 main:574] : INFO : Epoch 1564 | loss: 0.031245 | val_loss: 0.0312457 | Time: 1367.22 ms
[2022-04-01 04:53:53 main:574] : INFO : Epoch 1565 | loss: 0.0312451 | val_loss: 0.0312466 | Time: 1381.4 ms
[2022-04-01 04:53:55 main:574] : INFO : Epoch 1566 | loss: 0.0312452 | val_loss: 0.0312456 | Time: 1316.34 ms
[2022-04-01 04:53:56 main:574] : INFO : Epoch 1567 | loss: 0.0312456 | val_loss: 0.0312461 | Time: 1319.85 ms
[2022-04-01 04:53:57 main:574] : INFO : Epoch 1568 | loss: 0.0312456 | val_loss: 0.0312462 | Time: 1407.21 ms
[2022-04-01 04:53:59 main:574] : INFO : Epoch 1569 | loss: 0.0312458 | val_loss: 0.0312461 | Time: 1373.85 ms
[2022-04-01 04:54:00 main:574] : INFO : Epoch 1570 | loss: 0.0312471 | val_loss: 0.0312456 | Time: 1355.63 ms
[2022-04-01 04:54:01 main:574] : INFO : Epoch 1571 | loss: 0.0312448 | val_loss: 0.031246 | Time: 1311.59 ms
[2022-04-01 04:54:03 main:574] : INFO : Epoch 1572 | loss: 0.031246 | val_loss: 0.0312459 | Time: 1348.01 ms
[2022-04-01 04:54:04 main:574] : INFO : Epoch 1573 | loss: 0.0312456 | val_loss: 0.0312478 | Time: 1340.58 ms
[2022-04-01 04:54:05 main:574] : INFO : Epoch 1574 | loss: 0.031246 | val_loss: 0.0312468 | Time: 1288.15 ms
[2022-04-01 04:54:07 main:574] : INFO : Epoch 1575 | loss: 0.0312458 | val_loss: 0.0312459 | Time: 1382.76 ms
[2022-04-01 04:54:08 main:574] : INFO : Epoch 1576 | loss: 0.0312464 | val_loss: 0.0312464 | Time: 1347.77 ms
[2022-04-01 04:54:09 main:574] : INFO : Epoch 1577 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 1308.51 ms
[2022-04-01 04:54:11 main:574] : INFO : Epoch 1578 | loss: 0.0312447 | val_loss: 0.0312462 | Time: 1332.84 ms
[2022-04-01 04:54:12 main:574] : INFO : Epoch 1579 | loss: 0.0312452 | val_loss: 0.0312493 | Time: 1395.41 ms
[2022-04-01 04:54:13 main:574] : INFO : Epoch 1580 | loss: 0.0312474 | val_loss: 0.031246 | Time: 1410.71 ms
[2022-04-01 04:54:15 main:574] : INFO : Epoch 1581 | loss: 0.0312471 | val_loss: 0.031246 | Time: 1625.27 ms
[2022-04-01 04:54:17 main:574] : INFO : Epoch 1582 | loss: 0.031245 | val_loss: 0.031246 | Time: 1406.45 ms
[2022-04-01 04:54:18 main:574] : INFO : Epoch 1583 | loss: 0.0312448 | val_loss: 0.0312466 | Time: 1289.24 ms
[2022-04-01 04:54:19 main:574] : INFO : Epoch 1584 | loss: 0.0312447 | val_loss: 0.0312459 | Time: 1289.43 ms
[2022-04-01 04:54:20 main:574] : INFO : Epoch 1585 | loss: 0.0312456 | val_loss: 0.0312477 | Time: 1276.4 ms
[2022-04-01 04:54:22 main:574] : INFO : Epoch 1586 | loss: 0.0312455 | val_loss: 0.0312458 | Time: 1279.23 ms
[2022-04-01 04:54:23 main:574] : INFO : Epoch 1587 | loss: 0.0312451 | val_loss: 0.0312494 | Time: 1450.65 ms
[2022-04-01 04:54:25 main:574] : INFO : Epoch 1588 | loss: 0.0312476 | val_loss: 0.031248 | Time: 1561.21 ms
[2022-04-01 04:54:26 main:574] : INFO : Epoch 1589 | loss: 0.0312482 | val_loss: 0.0312483 | Time: 1490.29 ms
[2022-04-01 04:54:28 main:574] : INFO : Epoch 1590 | loss: 0.0312494 | val_loss: 0.0312457 | Time: 1539.69 ms
[2022-04-01 04:54:29 main:574] : INFO : Epoch 1591 | loss: 0.0312452 | val_loss: 0.0312478 | Time: 1692.37 ms
[2022-04-01 04:54:31 main:574] : INFO : Epoch 1592 | loss: 0.0312454 | val_loss: 0.0312486 | Time: 1550.6 ms
[2022-04-01 04:54:33 main:574] : INFO : Epoch 1593 | loss: 0.0312457 | val_loss: 0.0312456 | Time: 1535.9 ms
[2022-04-01 04:54:34 main:574] : INFO : Epoch 1594 | loss: 0.0312456 | val_loss: 0.0312459 | Time: 1435.38 ms
[2022-04-01 04:54:35 main:574] : INFO : Epoch 1595 | loss: 0.0312455 | val_loss: 0.0312457 | Time: 1454.2 ms
[2022-04-01 04:54:37 main:574] : INFO : Epoch 1596 | loss: 0.0312448 | val_loss: 0.0312457 | Time: 1461.37 ms
[2022-04-01 04:54:38 main:574] : INFO : Epoch 1597 | loss: 0.0312447 | val_loss: 0.0312458 | Time: 1383.45 ms
[2022-04-01 04:54:40 main:574] : INFO : Epoch 1598 | loss: 0.0312458 | val_loss: 0.0312472 | Time: 1370.03 ms
[2022-04-01 04:54:41 main:574] : INFO : Epoch 1599 | loss: 0.0312463 | val_loss: 0.0312491 | Time: 1456.2 ms
[2022-04-01 04:54:43 main:574] : INFO : Epoch 1600 | loss: 0.0312469 | val_loss: 0.0312486 | Time: 1438.36 ms
[2022-04-01 04:54:44 main:574] : INFO : Epoch 1601 | loss: 0.031246 | val_loss: 0.0312469 | Time: 1405.26 ms
[2022-04-01 04:54:45 main:574] : INFO : Epoch 1602 | loss: 0.0312454 | val_loss: 0.0312458 | Time: 1402.13 ms
[2022-04-01 04:54:47 main:574] : INFO : Epoch 1603 | loss: 0.0312451 | val_loss: 0.0312477 | Time: 1373.7 ms
[2022-04-01 04:54:48 main:574] : INFO : Epoch 1604 | loss: 0.0312452 | val_loss: 0.0312463 | Time: 1384.75 ms
[2022-04-01 04:54:50 main:574] : INFO : Epoch 1605 | loss: 0.0312459 | val_loss: 0.031246 | Time: 1396.45 ms
[2022-04-01 04:54:51 main:574] : INFO : Epoch 1606 | loss: 0.0312453 | val_loss: 0.0312491 | Time: 1403.73 ms
[2022-04-01 04:54:52 main:574] : INFO : Epoch 1607 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 1465.13 ms
[2022-04-01 04:54:54 main:574] : INFO : Epoch 1608 | loss: 0.0312452 | val_loss: 0.0312477 | Time: 1357.48 ms
[2022-04-01 04:54:55 main:574] : INFO : Epoch 1609 | loss: 0.0312449 | val_loss: 0.0312465 | Time: 1368.21 ms
[2022-04-01 04:54:57 main:574] : INFO : Epoch 1610 | loss: 0.031245 | val_loss: 0.0312473 | Time: 1366.9 ms
[2022-04-01 04:54:58 main:574] : INFO : Epoch 1611 | loss: 0.0312459 | val_loss: 0.0312463 | Time: 1378.57 ms
[2022-04-01 04:54:59 main:574] : INFO : Epoch 1612 | loss: 0.031245 | val_loss: 0.0312469 | Time: 1435.76 ms
[2022-04-01 04:55:01 main:574] : INFO : Epoch 1613 | loss: 0.0312458 | val_loss: 0.0312459 | Time: 1440.74 ms
[2022-04-01 04:55:02 main:574] : INFO : Epoch 1614 | loss: 0.0312473 | val_loss: 0.031246 | Time: 1418.44 ms
[2022-04-01 04:55:04 main:574] : INFO : Epoch 1615 | loss: 0.0312459 | val_loss: 0.0312481 | Time: 1345.39 ms
[2022-04-01 04:55:05 main:574] : INFO : Epoch 1616 | loss: 0.0312451 | val_loss: 0.0312463 | Time: 1385.47 ms
[2022-04-01 04:55:06 main:574] : INFO : Epoch 1617 | loss: 0.0312455 | val_loss: 0.0312456 | Time: 1340.71 ms
[2022-04-01 04:55:08 main:574] : INFO : Epoch 1618 | loss: 0.0312449 | val_loss: 0.0312459 | Time: 1325.38 ms
[2022-04-01 04:55:09 main:574] : INFO : Epoch 1619 | loss: 0.0312452 | val_loss: 0.031246 | Time: 1306.03 ms
[2022-04-01 04:55:10 main:574] : INFO : Epoch 1620 | loss: 0.0312447 | val_loss: 0.0312479 | Time: 1348.96 ms
[2022-04-01 04:55:12 main:574] : INFO : Epoch 1621 | loss: 0.0312449 | val_loss: 0.0312472 | Time: 1491.81 ms
[2022-04-01 04:55:13 main:574] : INFO : Epoch 1622 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 1378.91 ms
[2022-04-01 04:55:15 main:574] : INFO : Epoch 1623 | loss: 0.0312462 | val_loss: 0.0312457 | Time: 1517.01 ms
[2022-04-01 04:55:16 main:574] : INFO : Epoch 1624 | loss: 0.0312457 | val_loss: 0.0312491 | Time: 1370.31 ms
[2022-04-01 04:55:18 main:574] : INFO : Epoch 1625 | loss: 0.0312465 | val_loss: 0.0312479 | Time: 1539.13 ms
[2022-04-01 04:55:19 main:574] : INFO : Epoch 1626 | loss: 0.0312456 | val_loss: 0.0312465 | Time: 1507.58 ms
[2022-04-01 04:55:21 main:574] : INFO : Epoch 1627 | loss: 0.0312446 | val_loss: 0.0312461 | Time: 1406.08 ms
[2022-04-01 04:55:22 main:574] : INFO : Epoch 1628 | loss: 0.0312453 | val_loss: 0.0312477 | Time: 1469.26 ms
[2022-04-01 04:55:23 main:574] : INFO : Epoch 1629 | loss: 0.0312479 | val_loss: 0.0312468 | Time: 1404.5 ms
[2022-04-01 04:55:25 main:574] : INFO : Epoch 1630 | loss: 0.0312463 | val_loss: 0.0312463 | Time: 1402.02 ms
[2022-04-01 04:55:26 main:574] : INFO : Epoch 1631 | loss: 0.031247 | val_loss: 0.0312479 | Time: 1373.24 ms
[2022-04-01 04:55:28 main:574] : INFO : Epoch 1632 | loss: 0.0312468 | val_loss: 0.0312512 | Time: 1380.48 ms
[2022-04-01 04:55:29 main:574] : INFO : Epoch 1633 | loss: 0.0312483 | val_loss: 0.0312512 | Time: 1534.07 ms
[2022-04-01 04:55:31 main:574] : INFO : Epoch 1634 | loss: 0.0312485 | val_loss: 0.0312485 | Time: 1628.42 ms
[2022-04-01 04:55:32 main:574] : INFO : Epoch 1635 | loss: 0.031247 | val_loss: 0.0312496 | Time: 1611.35 ms
[2022-04-01 04:55:34 main:574] : INFO : Epoch 1636 | loss: 0.0312449 | val_loss: 0.0312471 | Time: 1434.92 ms
[2022-04-01 04:55:35 main:574] : INFO : Epoch 1637 | loss: 0.031245 | val_loss: 0.0312459 | Time: 1362.9 ms
[2022-04-01 04:55:37 main:574] : INFO : Epoch 1638 | loss: 0.0312453 | val_loss: 0.0312476 | Time: 1476.23 ms
[2022-04-01 04:55:38 main:574] : INFO : Epoch 1639 | loss: 0.0312455 | val_loss: 0.0312494 | Time: 1374.7 ms
[2022-04-01 04:55:39 main:574] : INFO : Epoch 1640 | loss: 0.0312473 | val_loss: 0.031247 | Time: 1403.04 ms
[2022-04-01 04:55:41 main:574] : INFO : Epoch 1641 | loss: 0.0312479 | val_loss: 0.0312487 | Time: 1436.92 ms
[2022-04-01 04:55:42 main:574] : INFO : Epoch 1642 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 1405.08 ms
[2022-04-01 04:55:44 main:574] : INFO : Epoch 1643 | loss: 0.0312468 | val_loss: 0.0312489 | Time: 1348.76 ms
[2022-04-01 04:55:45 main:574] : INFO : Epoch 1644 | loss: 0.0312464 | val_loss: 0.0312467 | Time: 1374.8 ms
[2022-04-01 04:55:46 main:574] : INFO : Epoch 1645 | loss: 0.0312462 | val_loss: 0.0312459 | Time: 1419.75 ms
[2022-04-01 04:55:48 main:574] : INFO : Epoch 1646 | loss: 0.0312452 | val_loss: 0.031246 | Time: 1364.88 ms
[2022-04-01 04:55:49 main:574] : INFO : Epoch 1647 | loss: 0.0312455 | val_loss: 0.0312477 | Time: 1474.22 ms
[2022-04-01 04:55:51 main:574] : INFO : Epoch 1648 | loss: 0.0312453 | val_loss: 0.0312463 | Time: 1416.76 ms
[2022-04-01 04:55:52 main:574] : INFO : Epoch 1649 | loss: 0.0312449 | val_loss: 0.0312461 | Time: 1400.26 ms
[2022-04-01 04:55:53 main:574] : INFO : Epoch 1650 | loss: 0.0312458 | val_loss: 0.0312478 | Time: 1355.03 ms
[2022-04-01 04:55:55 main:574] : INFO : Epoch 1651 | loss: 0.0312447 | val_loss: 0.0312459 | Time: 1349.73 ms
[2022-04-01 04:55:56 main:574] : INFO : Epoch 1652 | loss: 0.0312453 | val_loss: 0.0312456 | Time: 1387.34 ms
[2022-04-01 04:55:58 main:574] : INFO : Epoch 1653 | loss: 0.0312457 | val_loss: 0.0312484 | Time: 1403.14 ms
[2022-04-01 04:55:59 main:574] : INFO : Epoch 1654 | loss: 0.0312452 | val_loss: 0.0312456 | Time: 1447.75 ms
[2022-04-01 04:56:01 main:574] : INFO : Epoch 1655 | loss: 0.0312447 | val_loss: 0.0312462 | Time: 1443.86 ms
[2022-04-01 04:56:02 main:574] : INFO : Epoch 1656 | loss: 0.0312448 | val_loss: 0.0312459 | Time: 1303.7 ms
[2022-04-01 04:56:03 main:574] : INFO : Epoch 1657 | loss: 0.0312461 | val_loss: 0.0312492 | Time: 1316.81 ms
[2022-04-01 04:56:04 main:574] : INFO : Epoch 1658 | loss: 0.0312456 | val_loss: 0.0312459 | Time: 1321.75 ms
[2022-04-01 04:56:06 main:574] : INFO : Epoch 1659 | loss: 0.0312455 | val_loss: 0.0312459 | Time: 1398.26 ms
[2022-04-01 04:56:07 main:574] : INFO : Epoch 1660 | loss: 0.0312451 | val_loss: 0.0312463 | Time: 1421.09 ms
[2022-04-01 04:56:09 main:574] : INFO : Epoch 1661 | loss: 0.0312452 | val_loss: 0.0312464 | Time: 1444.18 ms
[2022-04-01 04:56:10 main:574] : INFO : Epoch 1662 | loss: 0.0312453 | val_loss: 0.031247 | Time: 1344.94 ms
[2022-04-01 04:56:11 main:574] : INFO : Epoch 1663 | loss: 0.0312445 | val_loss: 0.0312456 | Time: 1344.63 ms
[2022-04-01 04:56:13 main:574] : INFO : Epoch 1664 | loss: 0.0312459 | val_loss: 0.0312474 | Time: 1366.62 ms
[2022-04-01 04:56:14 main:574] : INFO : Epoch 1665 | loss: 0.0312452 | val_loss: 0.0312462 | Time: 1392.68 ms
[2022-04-01 04:56:16 main:574] : INFO : Epoch 1666 | loss: 0.0312468 | val_loss: 0.0312481 | Time: 1368.46 ms
[2022-04-01 04:56:17 main:574] : INFO : Epoch 1667 | loss: 0.0312472 | val_loss: 0.0312463 | Time: 1420.84 ms
[2022-04-01 04:56:18 main:574] : INFO : Epoch 1668 | loss: 0.0312453 | val_loss: 0.031247 | Time: 1321.53 ms
[2022-04-01 04:56:20 main:574] : INFO : Epoch 1669 | loss: 0.0312453 | val_loss: 0.0312475 | Time: 1319.27 ms
[2022-04-01 04:56:21 main:574] : INFO : Epoch 1670 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 1412.21 ms
[2022-04-01 04:56:22 main:574] : INFO : Epoch 1671 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 1377.94 ms
[2022-04-01 04:56:24 main:574] : INFO : Epoch 1672 | loss: 0.0312467 | val_loss: 0.0312465 | Time: 1375.15 ms
[2022-04-01 04:56:25 main:574] : INFO : Epoch 1673 | loss: 0.0312453 | val_loss: 0.0312461 | Time: 1454.38 ms
[2022-04-01 04:56:27 main:574] : INFO : Epoch 1674 | loss: 0.0312447 | val_loss: 0.0312466 | Time: 1373.57 ms
[2022-04-01 04:56:28 main:574] : INFO : Epoch 1675 | loss: 0.0312455 | val_loss: 0.0312462 | Time: 1382.68 ms
[2022-04-01 04:56:29 main:574] : INFO : Epoch 1676 | loss: 0.0312449 | val_loss: 0.0312465 | Time: 1316.07 ms
[2022-04-01 04:56:31 main:574] : INFO : Epoch 1677 | loss: 0.0312449 | val_loss: 0.0312472 | Time: 1395.12 ms
[2022-04-01 04:56:32 main:574] : INFO : Epoch 1678 | loss: 0.0312457 | val_loss: 0.0312463 | Time: 1549.32 ms
[2022-04-01 04:56:34 main:574] : INFO : Epoch 1679 | loss: 0.0312453 | val_loss: 0.0312459 | Time: 1610.97 ms
[2022-04-01 04:56:35 main:574] : INFO : Epoch 1680 | loss: 0.031245 | val_loss: 0.0312465 | Time: 1432.29 ms
[2022-04-01 04:56:37 main:574] : INFO : Epoch 1681 | loss: 0.0312455 | val_loss: 0.0312514 | Time: 1401.61 ms
[2022-04-01 04:56:38 main:574] : INFO : Epoch 1682 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 1392.39 ms
[2022-04-01 04:56:40 main:574] : INFO : Epoch 1683 | loss: 0.0312485 | val_loss: 0.0312485 | Time: 1331.86 ms
[2022-04-01 04:56:41 main:574] : INFO : Epoch 1684 | loss: 0.0312459 | val_loss: 0.0312481 | Time: 1341.28 ms
[2022-04-01 04:56:42 main:574] : INFO : Epoch 1685 | loss: 0.0312458 | val_loss: 0.0312458 | Time: 1351.22 ms
[2022-04-01 04:56:44 main:574] : INFO : Epoch 1686 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 1421.15 ms
[2022-04-01 04:56:45 main:574] : INFO : Epoch 1687 | loss: 0.0312472 | val_loss: 0.031246 | Time: 1402.83 ms
[2022-04-01 04:56:46 main:574] : INFO : Epoch 1688 | loss: 0.0312455 | val_loss: 0.0312478 | Time: 1362.8 ms
[2022-04-01 04:56:48 main:574] : INFO : Epoch 1689 | loss: 0.0312453 | val_loss: 0.0312463 | Time: 1360.48 ms
[2022-04-01 04:56:49 main:574] : INFO : Epoch 1690 | loss: 0.0312457 | val_loss: 0.0312473 | Time: 1351.39 ms
[2022-04-01 04:56:51 main:574] : INFO : Epoch 1691 | loss: 0.0312465 | val_loss: 0.0312475 | Time: 1369.37 ms
[2022-04-01 04:56:52 main:574] : INFO : Epoch 1692 | loss: 0.0312461 | val_loss: 0.0312481 | Time: 1333.49 ms
[2022-04-01 04:56:53 main:574] : INFO : Epoch 1693 | loss: 0.0312456 | val_loss: 0.0312464 | Time: 1441.8 ms
[2022-04-01 04:56:55 main:574] : INFO : Epoch 1694 | loss: 0.0312447 | val_loss: 0.0312469 | Time: 1317.44 ms
[2022-04-01 04:56:56 main:574] : INFO : Epoch 1695 | loss: 0.0312461 | val_loss: 0.031246 | Time: 1365.46 ms
[2022-04-01 04:56:57 main:574] : INFO : Epoch 1696 | loss: 0.0312454 | val_loss: 0.031246 | Time: 1374.79 ms
[2022-04-01 04:56:59 main:574] : INFO : Epoch 1697 | loss: 0.0312451 | val_loss: 0.0312464 | Time: 1347.37 ms
[2022-04-01 04:57:00 main:574] : INFO : Epoch 1698 | loss: 0.0312455 | val_loss: 0.0312496 | Time: 1383.4 ms
[2022-04-01 04:57:02 main:574] : INFO : Epoch 1699 | loss: 0.0312457 | val_loss: 0.0312465 | Time: 1506.27 ms
[2022-04-01 04:57:03 main:574] : INFO : Epoch 1700 | loss: 0.0312458 | val_loss: 0.0312472 | Time: 1380.94 ms
[2022-04-01 04:57:04 main:574] : INFO : Epoch 1701 | loss: 0.0312461 | val_loss: 0.0312468 | Time: 1350.46 ms
[2022-04-01 04:57:06 main:574] : INFO : Epoch 1702 | loss: 0.0312459 | val_loss: 0.0312466 | Time: 1363.59 ms
[2022-04-01 04:57:07 main:574] : INFO : Epoch 1703 | loss: 0.0312456 | val_loss: 0.0312481 | Time: 1358.03 ms
[2022-04-01 04:57:09 main:574] : INFO : Epoch 1704 | loss: 0.0312465 | val_loss: 0.0312484 | Time: 1427.25 ms
[2022-04-01 04:57:10 main:574] : INFO : Epoch 1705 | loss: 0.0312463 | val_loss: 0.0312481 | Time: 1303.24 ms
[2022-04-01 04:57:11 main:574] : INFO : Epoch 1706 | loss: 0.0312461 | val_loss: 0.0312484 | Time: 1423.71 ms
[2022-04-01 04:57:13 main:574] : INFO : Epoch 1707 | loss: 0.0312467 | val_loss: 0.0312474 | Time: 1391.85 ms
[2022-04-01 04:57:14 main:574] : INFO : Epoch 1708 | loss: 0.0312453 | val_loss: 0.0312461 | Time: 1314.91 ms
[2022-04-01 04:57:15 main:574] : INFO : Epoch 1709 | loss: 0.0312455 | val_loss: 0.0312489 | Time: 1338.97 ms
[2022-04-01 04:57:17 main:574] : INFO : Epoch 1710 | loss: 0.0312463 | val_loss: 0.0312483 | Time: 1332.44 ms
[2022-04-01 04:57:18 main:574] : INFO : Epoch 1711 | loss: 0.0312464 | val_loss: 0.0312477 | Time: 1358.19 ms
[2022-04-01 04:57:19 main:574] : INFO : Epoch 1712 | loss: 0.0312446 | val_loss: 0.0312463 | Time: 1430.66 ms
[2022-04-01 04:57:21 main:574] : INFO : Epoch 1713 | loss: 0.0312453 | val_loss: 0.0312459 | Time: 1391.96 ms
[2022-04-01 04:57:22 main:574] : INFO : Epoch 1714 | loss: 0.0312451 | val_loss: 0.0312475 | Time: 1339.64 ms
[2022-04-01 04:57:24 main:574] : INFO : Epoch 1715 | loss: 0.0312451 | val_loss: 0.0312464 | Time: 1318.81 ms
[2022-04-01 04:57:25 main:574] : INFO : Epoch 1716 | loss: 0.0312445 | val_loss: 0.0312457 | Time: 1397.87 ms
[2022-04-01 04:57:26 main:574] : INFO : Epoch 1717 | loss: 0.0312448 | val_loss: 0.0312488 | Time: 1345.74 ms
[2022-04-01 04:57:28 main:574] : INFO : Epoch 1718 | loss: 0.0312465 | val_loss: 0.0312471 | Time: 1401.86 ms
[2022-04-01 04:57:29 main:574] : INFO : Epoch 1719 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 1402.1 ms
[2022-04-01 04:57:30 main:574] : INFO : Epoch 1720 | loss: 0.0312454 | val_loss: 0.0312464 | Time: 1375.65 ms
[2022-04-01 04:57:32 main:574] : INFO : Epoch 1721 | loss: 0.0312454 | val_loss: 0.0312475 | Time: 1395.42 ms
[2022-04-01 04:57:33 main:574] : INFO : Epoch 1722 | loss: 0.0312451 | val_loss: 0.031247 | Time: 1484.78 ms
[2022-04-01 04:57:35 main:574] : INFO : Epoch 1723 | loss: 0.0312459 | val_loss: 0.0312472 | Time: 1571.43 ms
[2022-04-01 04:57:36 main:574] : INFO : Epoch 1724 | loss: 0.0312465 | val_loss: 0.0312458 | Time: 1512.31 ms
[2022-04-01 04:57:38 main:574] : INFO : Epoch 1725 | loss: 0.0312468 | val_loss: 0.0312459 | Time: 1424.23 ms
[2022-04-01 04:57:39 main:574] : INFO : Epoch 1726 | loss: 0.0312453 | val_loss: 0.031246 | Time: 1408.45 ms
[2022-04-01 04:57:41 main:574] : INFO : Epoch 1727 | loss: 0.0312459 | val_loss: 0.0312477 | Time: 1345.44 ms
[2022-04-01 04:57:42 main:574] : INFO : Epoch 1728 | loss: 0.0312464 | val_loss: 0.0312462 | Time: 1318.23 ms
[2022-04-01 04:57:43 main:574] : INFO : Epoch 1729 | loss: 0.0312458 | val_loss: 0.0312465 | Time: 1325.48 ms
[2022-04-01 04:57:45 main:574] : INFO : Epoch 1730 | loss: 0.0312508 | val_loss: 0.0312873 | Time: 1322.17 ms
[2022-04-01 04:57:46 main:574] : INFO : Epoch 1731 | loss: 0.0312548 | val_loss: 0.0312485 | Time: 1337.47 ms
[2022-04-01 04:57:47 main:574] : INFO : Epoch 1732 | loss: 0.0312477 | val_loss: 0.031247 | Time: 1421.04 ms
[2022-04-01 04:57:49 main:574] : INFO : Epoch 1733 | loss: 0.0312456 | val_loss: 0.0312465 | Time: 1377.2 ms
[2022-04-01 04:57:50 main:574] : INFO : Epoch 1734 | loss: 0.0312459 | val_loss: 0.0312469 | Time: 1330.34 ms
[2022-04-01 04:57:51 main:574] : INFO : Epoch 1735 | loss: 0.0312471 | val_loss: 0.0312476 | Time: 1346.69 ms
[2022-04-01 04:57:53 main:574] : INFO : Epoch 1736 | loss: 0.0312468 | val_loss: 0.0312458 | Time: 1303.76 ms
[2022-04-01 04:57:54 main:574] : INFO : Epoch 1737 | loss: 0.0312449 | val_loss: 0.0312474 | Time: 1372.48 ms
[2022-04-01 04:57:56 main:574] : INFO : Epoch 1738 | loss: 0.0312452 | val_loss: 0.0312472 | Time: 1426.5 ms
[2022-04-01 04:57:57 main:574] : INFO : Epoch 1739 | loss: 0.0312459 | val_loss: 0.0312462 | Time: 1375.36 ms
[2022-04-01 04:57:58 main:574] : INFO : Epoch 1740 | loss: 0.0312446 | val_loss: 0.0312458 | Time: 1330.73 ms
[2022-04-01 04:58:00 main:574] : INFO : Epoch 1741 | loss: 0.031245 | val_loss: 0.0312463 | Time: 1363.1 ms
[2022-04-01 04:58:01 main:574] : INFO : Epoch 1742 | loss: 0.0312446 | val_loss: 0.0312455 | Time: 1388.48 ms
[2022-04-01 04:58:02 main:574] : INFO : Epoch 1743 | loss: 0.031245 | val_loss: 0.0312457 | Time: 1367.41 ms
[2022-04-01 04:58:04 main:574] : INFO : Epoch 1744 | loss: 0.0312451 | val_loss: 0.0312462 | Time: 1426.08 ms
[2022-04-01 04:58:05 main:574] : INFO : Epoch 1745 | loss: 0.031245 | val_loss: 0.031246 | Time: 1442.09 ms
[2022-04-01 04:58:07 main:574] : INFO : Epoch 1746 | loss: 0.0312469 | val_loss: 0.0312461 | Time: 1379.73 ms
[2022-04-01 04:58:08 main:574] : INFO : Epoch 1747 | loss: 0.0312465 | val_loss: 0.0312479 | Time: 1354.96 ms
[2022-04-01 04:58:09 main:574] : INFO : Epoch 1748 | loss: 0.031245 | val_loss: 0.0312481 | Time: 1359.53 ms
[2022-04-01 04:58:11 main:574] : INFO : Epoch 1749 | loss: 0.031246 | val_loss: 0.0312482 | Time: 1340.57 ms
[2022-04-01 04:58:12 main:574] : INFO : Epoch 1750 | loss: 0.0312472 | val_loss: 0.031248 | Time: 1340.64 ms
[2022-04-01 04:58:13 main:574] : INFO : Epoch 1751 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 1385.12 ms
[2022-04-01 04:58:15 main:574] : INFO : Epoch 1752 | loss: 0.0312445 | val_loss: 0.031247 | Time: 1387.54 ms
[2022-04-01 04:58:16 main:574] : INFO : Epoch 1753 | loss: 0.031245 | val_loss: 0.0312464 | Time: 1321.72 ms
[2022-04-01 04:58:18 main:574] : INFO : Epoch 1754 | loss: 0.0312446 | val_loss: 0.0312465 | Time: 1372.35 ms
[2022-04-01 04:58:19 main:574] : INFO : Epoch 1755 | loss: 0.0312448 | val_loss: 0.031246 | Time: 1334.1 ms
[2022-04-01 04:58:20 main:574] : INFO : Epoch 1756 | loss: 0.0312447 | val_loss: 0.0312459 | Time: 1375.1 ms
[2022-04-01 04:58:22 main:574] : INFO : Epoch 1757 | loss: 0.0312455 | val_loss: 0.0312468 | Time: 1403.6 ms
[2022-04-01 04:58:23 main:574] : INFO : Epoch 1758 | loss: 0.031245 | val_loss: 0.0312484 | Time: 1386.72 ms
[2022-04-01 04:58:24 main:574] : INFO : Epoch 1759 | loss: 0.0312459 | val_loss: 0.0312457 | Time: 1367.34 ms
[2022-04-01 04:58:26 main:574] : INFO : Epoch 1760 | loss: 0.0312449 | val_loss: 0.0312492 | Time: 1360.97 ms
[2022-04-01 04:58:27 main:574] : INFO : Epoch 1761 | loss: 0.0312456 | val_loss: 0.031246 | Time: 1342.03 ms
[2022-04-01 04:58:28 main:574] : INFO : Epoch 1762 | loss: 0.0312465 | val_loss: 0.0312466 | Time: 1302.48 ms
[2022-04-01 04:58:30 main:574] : INFO : Epoch 1763 | loss: 0.0312454 | val_loss: 0.0312498 | Time: 1368.75 ms
[2022-04-01 04:58:31 main:574] : INFO : Epoch 1764 | loss: 0.0312452 | val_loss: 0.0312467 | Time: 1364.96 ms
[2022-04-01 04:58:33 main:574] : INFO : Epoch 1765 | loss: 0.0312456 | val_loss: 0.031248 | Time: 1432.53 ms
[2022-04-01 04:58:34 main:574] : INFO : Epoch 1766 | loss: 0.0312456 | val_loss: 0.0312472 | Time: 1426.61 ms
[2022-04-01 04:58:36 main:574] : INFO : Epoch 1767 | loss: 0.0312451 | val_loss: 0.031248 | Time: 1497.78 ms
[2022-04-01 04:58:37 main:574] : INFO : Epoch 1768 | loss: 0.0312461 | val_loss: 0.0312478 | Time: 1485.15 ms
[2022-04-01 04:58:39 main:574] : INFO : Epoch 1769 | loss: 0.0312463 | val_loss: 0.031246 | Time: 1482.47 ms
[2022-04-01 04:58:40 main:574] : INFO : Epoch 1770 | loss: 0.0312463 | val_loss: 0.031249 | Time: 1338.19 ms
[2022-04-01 04:58:41 main:574] : INFO : Epoch 1771 | loss: 0.0312454 | val_loss: 0.0312469 | Time: 1411.98 ms
[2022-04-01 04:58:43 main:574] : INFO : Epoch 1772 | loss: 0.0312452 | val_loss: 0.0312476 | Time: 1386.22 ms
[2022-04-01 04:58:44 main:574] : INFO : Epoch 1773 | loss: 0.0312454 | val_loss: 0.0312489 | Time: 1341.77 ms
[2022-04-01 04:58:45 main:574] : INFO : Epoch 1774 | loss: 0.0312461 | val_loss: 0.031246 | Time: 1356.27 ms
[2022-04-01 04:58:47 main:574] : INFO : Epoch 1775 | loss: 0.0312468 | val_loss: 0.0312465 | Time: 1329.62 ms
[2022-04-01 04:58:48 main:574] : INFO : Epoch 1776 | loss: 0.0312454 | val_loss: 0.0312479 | Time: 1348.57 ms
[2022-04-01 04:58:49 main:574] : INFO : Epoch 1777 | loss: 0.0312469 | val_loss: 0.031252 | Time: 1365.27 ms
[2022-04-01 04:58:51 main:574] : INFO : Epoch 1778 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 1388.6 ms
[2022-04-01 04:58:52 main:574] : INFO : Epoch 1779 | loss: 0.0312476 | val_loss: 0.0312516 | Time: 1381.31 ms
[2022-04-01 04:58:54 main:574] : INFO : Epoch 1780 | loss: 0.0312452 | val_loss: 0.0312471 | Time: 1379.45 ms
[2022-04-01 04:58:55 main:574] : INFO : Epoch 1781 | loss: 0.0312453 | val_loss: 0.0312462 | Time: 1395.66 ms
[2022-04-01 04:58:56 main:574] : INFO : Epoch 1782 | loss: 0.031245 | val_loss: 0.0312465 | Time: 1320 ms
[2022-04-01 04:58:58 main:574] : INFO : Epoch 1783 | loss: 0.0312451 | val_loss: 0.0312472 | Time: 1364.66 ms
[2022-04-01 04:58:59 main:574] : INFO : Epoch 1784 | loss: 0.0312447 | val_loss: 0.0312461 | Time: 1381.22 ms
[2022-04-01 04:59:01 main:574] : INFO : Epoch 1785 | loss: 0.031245 | val_loss: 0.0312455 | Time: 1398.32 ms
[2022-04-01 04:59:02 main:574] : INFO : Epoch 1786 | loss: 0.031245 | val_loss: 0.0312466 | Time: 1322.62 ms
[2022-04-01 04:59:03 main:574] : INFO : Epoch 1787 | loss: 0.0312447 | val_loss: 0.0312468 | Time: 1451.4 ms
[2022-04-01 04:59:05 main:574] : INFO : Epoch 1788 | loss: 0.0312449 | val_loss: 0.0312468 | Time: 1341.04 ms
[2022-04-01 04:59:06 main:574] : INFO : Epoch 1789 | loss: 0.0312457 | val_loss: 0.0312457 | Time: 1367.51 ms
[2022-04-01 04:59:07 main:574] : INFO : Epoch 1790 | loss: 0.0312446 | val_loss: 0.0312461 | Time: 1365.04 ms
[2022-04-01 04:59:09 main:574] : INFO : Epoch 1791 | loss: 0.0312452 | val_loss: 0.0312463 | Time: 1431.05 ms
[2022-04-01 04:59:10 main:574] : INFO : Epoch 1792 | loss: 0.0312457 | val_loss: 0.0312463 | Time: 1310.37 ms
[2022-04-01 04:59:11 main:574] : INFO : Epoch 1793 | loss: 0.0312455 | val_loss: 0.0312468 | Time: 1341.76 ms
[2022-04-01 04:59:13 main:574] : INFO : Epoch 1794 | loss: 0.0312462 | val_loss: 0.0312507 | Time: 1378.85 ms
[2022-04-01 04:59:14 main:574] : INFO : Epoch 1795 | loss: 0.0312468 | val_loss: 0.0312504 | Time: 1350.39 ms
[2022-04-01 04:59:16 main:574] : INFO : Epoch 1796 | loss: 0.0312482 | val_loss: 0.0312472 | Time: 1368.98 ms
[2022-04-01 04:59:17 main:574] : INFO : Epoch 1797 | loss: 0.0312451 | val_loss: 0.0312472 | Time: 1412.82 ms
[2022-04-01 04:59:18 main:574] : INFO : Epoch 1798 | loss: 0.0312451 | val_loss: 0.0312462 | Time: 1394.81 ms
[2022-04-01 04:59:20 main:574] : INFO : Epoch 1799 | loss: 0.0312453 | val_loss: 0.0312473 | Time: 1372.71 ms
[2022-04-01 04:59:21 main:574] : INFO : Epoch 1800 | loss: 0.0312453 | val_loss: 0.0312464 | Time: 1353.76 ms
[2022-04-01 04:59:22 main:574] : INFO : Epoch 1801 | loss: 0.0312445 | val_loss: 0.0312457 | Time: 1306.48 ms
[2022-04-01 04:59:24 main:574] : INFO : Epoch 1802 | loss: 0.0312451 | val_loss: 0.0312473 | Time: 1321.37 ms
[2022-04-01 04:59:25 main:574] : INFO : Epoch 1803 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 1365.55 ms
[2022-04-01 04:59:27 main:574] : INFO : Epoch 1804 | loss: 0.0312452 | val_loss: 0.0312463 | Time: 1392.64 ms
[2022-04-01 04:59:28 main:574] : INFO : Epoch 1805 | loss: 0.0312456 | val_loss: 0.0312478 | Time: 1396.28 ms
[2022-04-01 04:59:29 main:574] : INFO : Epoch 1806 | loss: 0.0312456 | val_loss: 0.031246 | Time: 1333.32 ms
[2022-04-01 04:59:31 main:574] : INFO : Epoch 1807 | loss: 0.0312459 | val_loss: 0.0312462 | Time: 1341.39 ms
[2022-04-01 04:59:32 main:574] : INFO : Epoch 1808 | loss: 0.0312449 | val_loss: 0.0312466 | Time: 1322.24 ms
[2022-04-01 04:59:33 main:574] : INFO : Epoch 1809 | loss: 0.0312464 | val_loss: 0.0312469 | Time: 1337.84 ms
[2022-04-01 04:59:35 main:574] : INFO : Epoch 1810 | loss: 0.0312451 | val_loss: 0.0312459 | Time: 1398.34 ms
[2022-04-01 04:59:36 main:574] : INFO : Epoch 1811 | loss: 0.0312449 | val_loss: 0.0312464 | Time: 1502.66 ms
[2022-04-01 04:59:38 main:574] : INFO : Epoch 1812 | loss: 0.0312452 | val_loss: 0.0312462 | Time: 1467.11 ms
[2022-04-01 04:59:39 main:574] : INFO : Epoch 1813 | loss: 0.0312453 | val_loss: 0.03125 | Time: 1489.53 ms
[2022-04-01 04:59:41 main:574] : INFO : Epoch 1814 | loss: 0.0312453 | val_loss: 0.0312462 | Time: 1415.54 ms
[2022-04-01 04:59:42 main:574] : INFO : Epoch 1815 | loss: 0.0312453 | val_loss: 0.031249 | Time: 1370.06 ms
[2022-04-01 04:59:43 main:574] : INFO : Epoch 1816 | loss: 0.0312457 | val_loss: 0.0312461 | Time: 1382.43 ms
[2022-04-01 04:59:45 main:574] : INFO : Epoch 1817 | loss: 0.0312451 | val_loss: 0.0312464 | Time: 1414.6 ms
[2022-04-01 04:59:46 main:574] : INFO : Epoch 1818 | loss: 0.0312446 | val_loss: 0.0312477 | Time: 1314 ms
[2022-04-01 04:59:47 main:574] : INFO : Epoch 1819 | loss: 0.0312449 | val_loss: 0.0312469 | Time: 1376.97 ms
[2022-04-01 04:59:49 main:574] : INFO : Epoch 1820 | loss: 0.0312446 | val_loss: 0.0312458 | Time: 1370.57 ms
[2022-04-01 04:59:50 main:574] : INFO : Epoch 1821 | loss: 0.0312455 | val_loss: 0.031248 | Time: 1333.01 ms
[2022-04-01 04:59:52 main:574] : INFO : Epoch 1822 | loss: 0.0312458 | val_loss: 0.0312457 | Time: 1361.81 ms
[2022-04-01 04:59:53 main:574] : INFO : Epoch 1823 | loss: 0.0312448 | val_loss: 0.031246 | Time: 1381.3 ms
[2022-04-01 04:59:54 main:574] : INFO : Epoch 1824 | loss: 0.0312448 | val_loss: 0.0312457 | Time: 1393.08 ms
[2022-04-01 04:59:56 main:574] : INFO : Epoch 1825 | loss: 0.0312447 | val_loss: 0.0312462 | Time: 1401.94 ms
[2022-04-01 04:59:57 main:574] : INFO : Epoch 1826 | loss: 0.0312448 | val_loss: 0.0312454 | Time: 1302.95 ms
[2022-04-01 04:59:58 main:574] : INFO : Epoch 1827 | loss: 0.031245 | val_loss: 0.0312484 | Time: 1333.37 ms
[2022-04-01 05:00:00 main:574] : INFO : Epoch 1828 | loss: 0.031246 | val_loss: 0.031246 | Time: 1334.12 ms
[2022-04-01 05:00:01 main:574] : INFO : Epoch 1829 | loss: 0.0312448 | val_loss: 0.0312467 | Time: 1368 ms
[2022-04-01 05:00:02 main:574] : INFO : Epoch 1830 | loss: 0.031246 | val_loss: 0.0312471 | Time: 1403.17 ms
[2022-04-01 05:00:04 main:574] : INFO : Epoch 1831 | loss: 0.0312456 | val_loss: 0.0312458 | Time: 1385.65 ms
[2022-04-01 05:00:05 main:574] : INFO : Epoch 1832 | loss: 0.0312449 | val_loss: 0.0312457 | Time: 1393.45 ms
[2022-04-01 05:00:07 main:574] : INFO : Epoch 1833 | loss: 0.0312448 | val_loss: 0.0312467 | Time: 1333.38 ms
[2022-04-01 05:00:08 main:574] : INFO : Epoch 1834 | loss: 0.0312452 | val_loss: 0.0312456 | Time: 1382.27 ms
[2022-04-01 05:00:09 main:574] : INFO : Epoch 1835 | loss: 0.031245 | val_loss: 0.0312457 | Time: 1312.78 ms
[2022-04-01 05:00:11 main:574] : INFO : Epoch 1836 | loss: 0.031246 | val_loss: 0.0312471 | Time: 1324.29 ms
[2022-04-01 05:00:12 main:574] : INFO : Epoch 1837 | loss: 0.0312499 | val_loss: 0.0312571 | Time: 1410.88 ms
[2022-04-01 05:00:13 main:574] : INFO : Epoch 1838 | loss: 0.0312748 | val_loss: 0.0312545 | Time: 1359.5 ms
[2022-04-01 05:00:15 main:574] : INFO : Epoch 1839 | loss: 0.0312609 | val_loss: 0.031258 | Time: 1343.96 ms
[2022-04-01 05:00:16 main:574] : INFO : Epoch 1840 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 1354.61 ms
[2022-04-01 05:00:17 main:574] : INFO : Epoch 1841 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 1345.79 ms
[2022-04-01 05:00:19 main:574] : INFO : Epoch 1842 | loss: 0.031247 | val_loss: 0.0312458 | Time: 1348.06 ms
[2022-04-01 05:00:20 main:574] : INFO : Epoch 1843 | loss: 0.0312465 | val_loss: 0.031247 | Time: 1347.17 ms
[2022-04-01 05:00:22 main:574] : INFO : Epoch 1844 | loss: 0.031247 | val_loss: 0.0312467 | Time: 1374.54 ms
[2022-04-01 05:00:23 main:574] : INFO : Epoch 1845 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1368.59 ms
[2022-04-01 05:00:24 main:574] : INFO : Epoch 1846 | loss: 0.0312454 | val_loss: 0.0312457 | Time: 1345.88 ms
[2022-04-01 05:00:26 main:574] : INFO : Epoch 1847 | loss: 0.0312482 | val_loss: 0.0312504 | Time: 1369.42 ms
[2022-04-01 05:00:27 main:574] : INFO : Epoch 1848 | loss: 0.0312472 | val_loss: 0.0312466 | Time: 1364.67 ms
[2022-04-01 05:00:28 main:574] : INFO : Epoch 1849 | loss: 0.0312451 | val_loss: 0.0312471 | Time: 1356.76 ms
[2022-04-01 05:00:30 main:574] : INFO : Epoch 1850 | loss: 0.0312454 | val_loss: 0.0312457 | Time: 1389.7 ms
[2022-04-01 05:00:31 main:574] : INFO : Epoch 1851 | loss: 0.0312445 | val_loss: 0.0312462 | Time: 1358.2 ms
[2022-04-01 05:00:33 main:574] : INFO : Epoch 1852 | loss: 0.0312448 | val_loss: 0.0312459 | Time: 1367.22 ms
[2022-04-01 05:00:34 main:574] : INFO : Epoch 1853 | loss: 0.0312452 | val_loss: 0.0312466 | Time: 1372.99 ms
[2022-04-01 05:00:35 main:574] : INFO : Epoch 1854 | loss: 0.031245 | val_loss: 0.0312479 | Time: 1342.6 ms
[2022-04-01 05:00:37 main:574] : INFO : Epoch 1855 | loss: 0.0312466 | val_loss: 0.0312478 | Time: 1439.97 ms
[2022-04-01 05:00:38 main:574] : INFO : Epoch 1856 | loss: 0.0312466 | val_loss: 0.0312465 | Time: 1511.56 ms
[2022-04-01 05:00:40 main:574] : INFO : Epoch 1857 | loss: 0.0312458 | val_loss: 0.031246 | Time: 1480.17 ms
[2022-04-01 05:00:41 main:574] : INFO : Epoch 1858 | loss: 0.0312461 | val_loss: 0.0312488 | Time: 1500.33 ms
[2022-04-01 05:00:43 main:574] : INFO : Epoch 1859 | loss: 0.0312474 | val_loss: 0.0312469 | Time: 1429.9 ms
[2022-04-01 05:00:44 main:574] : INFO : Epoch 1860 | loss: 0.0312448 | val_loss: 0.0312459 | Time: 1399.3 ms
[2022-04-01 05:00:45 main:574] : INFO : Epoch 1861 | loss: 0.0312455 | val_loss: 0.0312482 | Time: 1358.09 ms
[2022-04-01 05:00:47 main:574] : INFO : Epoch 1862 | loss: 0.0312467 | val_loss: 0.0312461 | Time: 1348.14 ms
[2022-04-01 05:00:48 main:574] : INFO : Epoch 1863 | loss: 0.0312457 | val_loss: 0.0312456 | Time: 1455.84 ms
[2022-04-01 05:00:50 main:574] : INFO : Epoch 1864 | loss: 0.0312448 | val_loss: 0.0312459 | Time: 1374.91 ms
[2022-04-01 05:00:51 main:574] : INFO : Epoch 1865 | loss: 0.0312446 | val_loss: 0.0312458 | Time: 1338.25 ms
[2022-04-01 05:00:52 main:574] : INFO : Epoch 1866 | loss: 0.0312444 | val_loss: 0.0312468 | Time: 1310.73 ms
[2022-04-01 05:00:54 main:574] : INFO : Epoch 1867 | loss: 0.0312459 | val_loss: 0.0312472 | Time: 1316.72 ms
[2022-04-01 05:00:55 main:574] : INFO : Epoch 1868 | loss: 0.031245 | val_loss: 0.0312457 | Time: 1364.71 ms
[2022-04-01 05:00:56 main:574] : INFO : Epoch 1869 | loss: 0.0312446 | val_loss: 0.0312461 | Time: 1357.75 ms
[2022-04-01 05:00:58 main:574] : INFO : Epoch 1870 | loss: 0.0312456 | val_loss: 0.0312471 | Time: 1401.13 ms
[2022-04-01 05:00:59 main:574] : INFO : Epoch 1871 | loss: 0.0312448 | val_loss: 0.0312462 | Time: 1318.22 ms
[2022-04-01 05:01:00 main:574] : INFO : Epoch 1872 | loss: 0.0312444 | val_loss: 0.0312457 | Time: 1367.44 ms
[2022-04-01 05:01:02 main:574] : INFO : Epoch 1873 | loss: 0.0312446 | val_loss: 0.0312461 | Time: 1368.95 ms
[2022-04-01 05:01:03 main:574] : INFO : Epoch 1874 | loss: 0.0312453 | val_loss: 0.0312455 | Time: 1323.41 ms
[2022-04-01 05:01:04 main:574] : INFO : Epoch 1875 | loss: 0.0312445 | val_loss: 0.031246 | Time: 1358.84 ms
[2022-04-01 05:01:06 main:574] : INFO : Epoch 1876 | loss: 0.0312454 | val_loss: 0.0312456 | Time: 1447.51 ms
[2022-04-01 05:01:07 main:574] : INFO : Epoch 1877 | loss: 0.0312448 | val_loss: 0.0312473 | Time: 1405.79 ms
[2022-04-01 05:01:09 main:574] : INFO : Epoch 1878 | loss: 0.0312452 | val_loss: 0.0312463 | Time: 1327.32 ms
[2022-04-01 05:01:10 main:574] : INFO : Epoch 1879 | loss: 0.0312466 | val_loss: 0.0312491 | Time: 1359.03 ms
[2022-04-01 05:01:11 main:574] : INFO : Epoch 1880 | loss: 0.0312455 | val_loss: 0.0312493 | Time: 1393.15 ms
[2022-04-01 05:01:13 main:574] : INFO : Epoch 1881 | loss: 0.031247 | val_loss: 0.0312458 | Time: 1339.17 ms
[2022-04-01 05:01:14 main:574] : INFO : Epoch 1882 | loss: 0.031245 | val_loss: 0.0312459 | Time: 1364.33 ms
[2022-04-01 05:01:15 main:574] : INFO : Epoch 1883 | loss: 0.0312447 | val_loss: 0.0312484 | Time: 1385.1 ms
[2022-04-01 05:01:17 main:574] : INFO : Epoch 1884 | loss: 0.0312452 | val_loss: 0.0312454 | Time: 1356.99 ms
[2022-04-01 05:01:18 main:574] : INFO : Epoch 1885 | loss: 0.031245 | val_loss: 0.0312461 | Time: 1342.96 ms
[2022-04-01 05:01:20 main:574] : INFO : Epoch 1886 | loss: 0.0312445 | val_loss: 0.0312456 | Time: 1308.24 ms
[2022-04-01 05:01:21 main:574] : INFO : Epoch 1887 | loss: 0.0312448 | val_loss: 0.0312472 | Time: 1281.98 ms
[2022-04-01 05:01:22 main:574] : INFO : Epoch 1888 | loss: 0.0312454 | val_loss: 0.031246 | Time: 1303.78 ms
[2022-04-01 05:01:23 main:574] : INFO : Epoch 1889 | loss: 0.0312446 | val_loss: 0.0312459 | Time: 1344.03 ms
[2022-04-01 05:01:25 main:574] : INFO : Epoch 1890 | loss: 0.0312447 | val_loss: 0.0312459 | Time: 1338.27 ms
[2022-04-01 05:01:26 main:574] : INFO : Epoch 1891 | loss: 0.0312454 | val_loss: 0.0312481 | Time: 1318.13 ms
[2022-04-01 05:01:27 main:574] : INFO : Epoch 1892 | loss: 0.0312453 | val_loss: 0.0312502 | Time: 1344.05 ms
[2022-04-01 05:01:29 main:574] : INFO : Epoch 1893 | loss: 0.0312455 | val_loss: 0.0312457 | Time: 1338.78 ms
[2022-04-01 05:01:30 main:574] : INFO : Epoch 1894 | loss: 0.0312454 | val_loss: 0.0312469 | Time: 1331.2 ms
[2022-04-01 05:01:32 main:574] : INFO : Epoch 1895 | loss: 0.0312449 | val_loss: 0.0312457 | Time: 1387.41 ms
[2022-04-01 05:01:33 main:574] : INFO : Epoch 1896 | loss: 0.0312452 | val_loss: 0.031246 | Time: 1409.79 ms
[2022-04-01 05:01:34 main:574] : INFO : Epoch 1897 | loss: 0.0312448 | val_loss: 0.031246 | Time: 1415.87 ms
[2022-04-01 05:01:36 main:574] : INFO : Epoch 1898 | loss: 0.0312447 | val_loss: 0.0312456 | Time: 1342.56 ms
[2022-04-01 05:01:37 main:574] : INFO : Epoch 1899 | loss: 0.031246 | val_loss: 0.0312481 | Time: 1360.67 ms
[2022-04-01 05:01:39 main:574] : INFO : Epoch 1900 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 1510.03 ms
[2022-04-01 05:01:40 main:574] : INFO : Epoch 1901 | loss: 0.0312471 | val_loss: 0.0312463 | Time: 1368.5 ms
[2022-04-01 05:01:41 main:574] : INFO : Epoch 1902 | loss: 0.0312452 | val_loss: 0.0312484 | Time: 1353.46 ms
[2022-04-01 05:01:43 main:574] : INFO : Epoch 1903 | loss: 0.0312462 | val_loss: 0.0312462 | Time: 1529.9 ms
[2022-04-01 05:01:44 main:574] : INFO : Epoch 1904 | loss: 0.0312455 | val_loss: 0.0312457 | Time: 1475.4 ms
[2022-04-01 05:01:46 main:574] : INFO : Epoch 1905 | loss: 0.0312453 | val_loss: 0.0312467 | Time: 1378.4 ms
[2022-04-01 05:01:47 main:574] : INFO : Epoch 1906 | loss: 0.0312473 | val_loss: 0.0312486 | Time: 1349.88 ms
[2022-04-01 05:01:48 main:574] : INFO : Epoch 1907 | loss: 0.0312458 | val_loss: 0.0312471 | Time: 1334.14 ms
[2022-04-01 05:01:50 main:574] : INFO : Epoch 1908 | loss: 0.031247 | val_loss: 0.0312483 | Time: 1372.07 ms
[2022-04-01 05:01:51 main:574] : INFO : Epoch 1909 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 1423.35 ms
[2022-04-01 05:01:53 main:574] : INFO : Epoch 1910 | loss: 0.0312462 | val_loss: 0.0312491 | Time: 1398.28 ms
[2022-04-01 05:01:54 main:574] : INFO : Epoch 1911 | loss: 0.0312457 | val_loss: 0.0312486 | Time: 1339.01 ms
[2022-04-01 05:01:55 main:574] : INFO : Epoch 1912 | loss: 0.0312455 | val_loss: 0.0312458 | Time: 1318.49 ms
[2022-04-01 05:01:57 main:574] : INFO : Epoch 1913 | loss: 0.0312451 | val_loss: 0.0312478 | Time: 1363.83 ms
[2022-04-01 05:01:58 main:574] : INFO : Epoch 1914 | loss: 0.0312456 | val_loss: 0.0312457 | Time: 1336.46 ms
[2022-04-01 05:01:59 main:574] : INFO : Epoch 1915 | loss: 0.0312449 | val_loss: 0.0312476 | Time: 1382.93 ms
[2022-04-01 05:02:01 main:574] : INFO : Epoch 1916 | loss: 0.0312461 | val_loss: 0.0312467 | Time: 1474.23 ms
[2022-04-01 05:02:02 main:574] : INFO : Epoch 1917 | loss: 0.0312457 | val_loss: 0.0312472 | Time: 1387.06 ms
[2022-04-01 05:02:04 main:574] : INFO : Epoch 1918 | loss: 0.0312455 | val_loss: 0.0312458 | Time: 1334.63 ms
[2022-04-01 05:02:05 main:574] : INFO : Epoch 1919 | loss: 0.0312453 | val_loss: 0.0312456 | Time: 1347.96 ms
[2022-04-01 05:02:06 main:574] : INFO : Epoch 1920 | loss: 0.0312447 | val_loss: 0.0312465 | Time: 1362.39 ms
[2022-04-01 05:02:08 main:574] : INFO : Epoch 1921 | loss: 0.0312466 | val_loss: 0.0312488 | Time: 1352.87 ms
[2022-04-01 05:02:09 main:574] : INFO : Epoch 1922 | loss: 0.0312458 | val_loss: 0.0312463 | Time: 1401.98 ms
[2022-04-01 05:02:11 main:574] : INFO : Epoch 1923 | loss: 0.0312451 | val_loss: 0.03125 | Time: 1390.49 ms
[2022-04-01 05:02:12 main:574] : INFO : Epoch 1924 | loss: 0.0312457 | val_loss: 0.0312483 | Time: 1409.58 ms
[2022-04-01 05:02:13 main:574] : INFO : Epoch 1925 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 1358.47 ms
[2022-04-01 05:02:15 main:574] : INFO : Epoch 1926 | loss: 0.0312455 | val_loss: 0.0312472 | Time: 1336.11 ms
[2022-04-01 05:02:16 main:574] : INFO : Epoch 1927 | loss: 0.0312453 | val_loss: 0.0312459 | Time: 1301.94 ms
[2022-04-01 05:02:17 main:574] : INFO : Epoch 1928 | loss: 0.0312445 | val_loss: 0.0312481 | Time: 1361.28 ms
[2022-04-01 05:02:19 main:574] : INFO : Epoch 1929 | loss: 0.0312475 | val_loss: 0.0312472 | Time: 1407 ms
[2022-04-01 05:02:20 main:574] : INFO : Epoch 1930 | loss: 0.0312457 | val_loss: 0.0312472 | Time: 1346.24 ms
[2022-04-01 05:02:21 main:574] : INFO : Epoch 1931 | loss: 0.0312467 | val_loss: 0.031246 | Time: 1349.31 ms
[2022-04-01 05:02:23 main:574] : INFO : Epoch 1932 | loss: 0.0312454 | val_loss: 0.0312471 | Time: 1363.58 ms
[2022-04-01 05:02:24 main:574] : INFO : Epoch 1933 | loss: 0.0312454 | val_loss: 0.0312464 | Time: 1349.16 ms
[2022-04-01 05:02:25 main:574] : INFO : Epoch 1934 | loss: 0.0312445 | val_loss: 0.0312475 | Time: 1343.48 ms
[2022-04-01 05:02:27 main:574] : INFO : Epoch 1935 | loss: 0.0312464 | val_loss: 0.0312487 | Time: 1342.86 ms
[2022-04-01 05:02:28 main:574] : INFO : Epoch 1936 | loss: 0.0312459 | val_loss: 0.0312466 | Time: 1446.91 ms
[2022-04-01 05:02:30 main:574] : INFO : Epoch 1937 | loss: 0.0312456 | val_loss: 0.0312466 | Time: 1345.27 ms
[2022-04-01 05:02:31 main:574] : INFO : Epoch 1938 | loss: 0.0312453 | val_loss: 0.0312469 | Time: 1359.91 ms
[2022-04-01 05:02:32 main:574] : INFO : Epoch 1939 | loss: 0.0312447 | val_loss: 0.0312461 | Time: 1306.19 ms
[2022-04-01 05:02:34 main:574] : INFO : Epoch 1940 | loss: 0.0312446 | val_loss: 0.0312466 | Time: 1358.16 ms
[2022-04-01 05:02:35 main:574] : INFO : Epoch 1941 | loss: 0.0312462 | val_loss: 0.0312479 | Time: 1292.6 ms
[2022-04-01 05:02:36 main:574] : INFO : Epoch 1942 | loss: 0.0312466 | val_loss: 0.0312509 | Time: 1428.05 ms
[2022-04-01 05:02:38 main:574] : INFO : Epoch 1943 | loss: 0.0312466 | val_loss: 0.0312492 | Time: 1420.5 ms
[2022-04-01 05:02:39 main:574] : INFO : Epoch 1944 | loss: 0.0312466 | val_loss: 0.0312504 | Time: 1428.86 ms
[2022-04-01 05:02:41 main:574] : INFO : Epoch 1945 | loss: 0.0312471 | val_loss: 0.0312475 | Time: 1410.09 ms
[2022-04-01 05:02:42 main:574] : INFO : Epoch 1946 | loss: 0.0312448 | val_loss: 0.0312472 | Time: 1413.25 ms
[2022-04-01 05:02:43 main:574] : INFO : Epoch 1947 | loss: 0.0312452 | val_loss: 0.0312459 | Time: 1405.32 ms
[2022-04-01 05:02:45 main:574] : INFO : Epoch 1948 | loss: 0.0312454 | val_loss: 0.0312456 | Time: 1528.19 ms
[2022-04-01 05:02:47 main:574] : INFO : Epoch 1949 | loss: 0.0312447 | val_loss: 0.0312461 | Time: 1573.11 ms
[2022-04-01 05:02:48 main:574] : INFO : Epoch 1950 | loss: 0.0312452 | val_loss: 0.031246 | Time: 1351.94 ms
[2022-04-01 05:02:49 main:574] : INFO : Epoch 1951 | loss: 0.0312449 | val_loss: 0.0312487 | Time: 1391.54 ms
[2022-04-01 05:02:51 main:574] : INFO : Epoch 1952 | loss: 0.0312449 | val_loss: 0.0312456 | Time: 1341.44 ms
[2022-04-01 05:02:52 main:574] : INFO : Epoch 1953 | loss: 0.0312455 | val_loss: 0.0312461 | Time: 1384.97 ms
[2022-04-01 05:02:53 main:574] : INFO : Epoch 1954 | loss: 0.031245 | val_loss: 0.0312488 | Time: 1398.77 ms
[2022-04-01 05:02:55 main:574] : INFO : Epoch 1955 | loss: 0.0312458 | val_loss: 0.0312469 | Time: 1414.76 ms
[2022-04-01 05:02:56 main:574] : INFO : Epoch 1956 | loss: 0.0312454 | val_loss: 0.0312481 | Time: 1406.36 ms
[2022-04-01 05:02:58 main:574] : INFO : Epoch 1957 | loss: 0.0312454 | val_loss: 0.0312458 | Time: 1379.79 ms
[2022-04-01 05:02:59 main:574] : INFO : Epoch 1958 | loss: 0.0312452 | val_loss: 0.031247 | Time: 1378.77 ms
[2022-04-01 05:03:01 main:574] : INFO : Epoch 1959 | loss: 0.0312456 | val_loss: 0.0312474 | Time: 1426.83 ms
[2022-04-01 05:03:02 main:574] : INFO : Epoch 1960 | loss: 0.0312452 | val_loss: 0.0312482 | Time: 1384.21 ms
[2022-04-01 05:03:03 main:574] : INFO : Epoch 1961 | loss: 0.0312452 | val_loss: 0.0312474 | Time: 1390.14 ms
[2022-04-01 05:03:05 main:574] : INFO : Epoch 1962 | loss: 0.0312467 | val_loss: 0.0312497 | Time: 1392.07 ms
[2022-04-01 05:03:06 main:574] : INFO : Epoch 1963 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 1333.63 ms
[2022-04-01 05:03:07 main:574] : INFO : Epoch 1964 | loss: 0.0312463 | val_loss: 0.0312463 | Time: 1368 ms
[2022-04-01 05:03:09 main:574] : INFO : Epoch 1965 | loss: 0.0312454 | val_loss: 0.0312535 | Time: 1277.78 ms
[2022-04-01 05:03:10 main:574] : INFO : Epoch 1966 | loss: 0.031248 | val_loss: 0.0312486 | Time: 1338.03 ms
[2022-04-01 05:03:11 main:574] : INFO : Epoch 1967 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 1348.28 ms
[2022-04-01 05:03:13 main:574] : INFO : Epoch 1968 | loss: 0.0312467 | val_loss: 0.0312484 | Time: 1441.83 ms
[2022-04-01 05:03:14 main:574] : INFO : Epoch 1969 | loss: 0.0312464 | val_loss: 0.0312477 | Time: 1453.43 ms
[2022-04-01 05:03:16 main:574] : INFO : Epoch 1970 | loss: 0.0312457 | val_loss: 0.0312457 | Time: 1353.28 ms
[2022-04-01 05:03:17 main:574] : INFO : Epoch 1971 | loss: 0.0312451 | val_loss: 0.0312464 | Time: 1322.68 ms
[2022-04-01 05:03:18 main:574] : INFO : Epoch 1972 | loss: 0.0312451 | val_loss: 0.031246 | Time: 1372.55 ms
[2022-04-01 05:03:20 main:574] : INFO : Epoch 1973 | loss: 0.031245 | val_loss: 0.0312457 | Time: 1335.77 ms
[2022-04-01 05:03:21 main:574] : INFO : Epoch 1974 | loss: 0.0312452 | val_loss: 0.0312454 | Time: 1375.31 ms
[2022-04-01 05:03:22 main:574] : INFO : Epoch 1975 | loss: 0.0312443 | val_loss: 0.0312459 | Time: 1422.36 ms
[2022-04-01 05:03:24 main:574] : INFO : Epoch 1976 | loss: 0.0312456 | val_loss: 0.0312468 | Time: 1337.96 ms
[2022-04-01 05:03:25 main:574] : INFO : Epoch 1977 | loss: 0.0312469 | val_loss: 0.031246 | Time: 1373.86 ms
[2022-04-01 05:03:27 main:574] : INFO : Epoch 1978 | loss: 0.0312464 | val_loss: 0.0312467 | Time: 1330.94 ms
[2022-04-01 05:03:28 main:574] : INFO : Epoch 1979 | loss: 0.0312453 | val_loss: 0.0312479 | Time: 1362.58 ms
[2022-04-01 05:03:29 main:574] : INFO : Epoch 1980 | loss: 0.0312456 | val_loss: 0.0312515 | Time: 1418.69 ms
[2022-04-01 05:03:31 main:574] : INFO : Epoch 1981 | loss: 0.0312466 | val_loss: 0.0312501 | Time: 1372.06 ms
[2022-04-01 05:03:32 main:574] : INFO : Epoch 1982 | loss: 0.031247 | val_loss: 0.0312463 | Time: 1433.71 ms
[2022-04-01 05:03:34 main:574] : INFO : Epoch 1983 | loss: 0.031245 | val_loss: 0.0312456 | Time: 1383.15 ms
[2022-04-01 05:03:35 main:574] : INFO : Epoch 1984 | loss: 0.0312448 | val_loss: 0.0312472 | Time: 1340.88 ms
[2022-04-01 05:03:36 main:574] : INFO : Epoch 1985 | loss: 0.0312448 | val_loss: 0.0312455 | Time: 1362.57 ms
[2022-04-01 05:03:38 main:574] : INFO : Epoch 1986 | loss: 0.0312448 | val_loss: 0.0312461 | Time: 1347.87 ms
[2022-04-01 05:03:39 main:574] : INFO : Epoch 1987 | loss: 0.0312445 | val_loss: 0.0312463 | Time: 1405.38 ms
[2022-04-01 05:03:40 main:574] : INFO : Epoch 1988 | loss: 0.0312461 | val_loss: 0.0312477 | Time: 1444.95 ms
[2022-04-01 05:03:42 main:574] : INFO : Epoch 1989 | loss: 0.0312461 | val_loss: 0.0312485 | Time: 1470.58 ms
[2022-04-01 05:03:43 main:574] : INFO : Epoch 1990 | loss: 0.0312456 | val_loss: 0.0312464 | Time: 1408.78 ms
[2022-04-01 05:03:45 main:574] : INFO : Epoch 1991 | loss: 0.0312453 | val_loss: 0.0312456 | Time: 1384.57 ms
[2022-04-01 05:03:46 main:574] : INFO : Epoch 1992 | loss: 0.0312447 | val_loss: 0.0312463 | Time: 1402.14 ms
[2022-04-01 05:03:48 main:574] : INFO : Epoch 1993 | loss: 0.0312447 | val_loss: 0.0312476 | Time: 1507.52 ms
[2022-04-01 05:03:49 main:574] : INFO : Epoch 1994 | loss: 0.0312478 | val_loss: 0.0312478 | Time: 1459.91 ms
[2022-04-01 05:03:51 main:574] : INFO : Epoch 1995 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 1444.54 ms
[2022-04-01 05:03:52 main:574] : INFO : Epoch 1996 | loss: 0.0312448 | val_loss: 0.0312461 | Time: 1329.13 ms
[2022-04-01 05:03:53 main:574] : INFO : Epoch 1997 | loss: 0.0312451 | val_loss: 0.0312457 | Time: 1302.45 ms
[2022-04-01 05:03:55 main:574] : INFO : Epoch 1998 | loss: 0.0312452 | val_loss: 0.0312455 | Time: 1343.11 ms
[2022-04-01 05:03:56 main:574] : INFO : Epoch 1999 | loss: 0.0312448 | val_loss: 0.0312498 | Time: 1352.14 ms
[2022-04-01 05:03:57 main:574] : INFO : Epoch 2000 | loss: 0.031246 | val_loss: 0.0312461 | Time: 1406.92 ms
[2022-04-01 05:03:59 main:574] : INFO : Epoch 2001 | loss: 0.0312452 | val_loss: 0.0312466 | Time: 1428.27 ms
[2022-04-01 05:04:00 main:574] : INFO : Epoch 2002 | loss: 0.0312454 | val_loss: 0.031246 | Time: 1362.48 ms
[2022-04-01 05:04:02 main:574] : INFO : Epoch 2003 | loss: 0.0312473 | val_loss: 0.031247 | Time: 1381.02 ms
[2022-04-01 05:04:03 main:574] : INFO : Epoch 2004 | loss: 0.0312464 | val_loss: 0.0312481 | Time: 1364.84 ms
[2022-04-01 05:04:04 main:574] : INFO : Epoch 2005 | loss: 0.0312465 | val_loss: 0.0312488 | Time: 1328.63 ms
[2022-04-01 05:04:06 main:574] : INFO : Epoch 2006 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 1393.43 ms
[2022-04-01 05:04:07 main:574] : INFO : Epoch 2007 | loss: 0.0312505 | val_loss: 0.0312482 | Time: 1381.42 ms
[2022-04-01 05:04:08 main:574] : INFO : Epoch 2008 | loss: 0.0312483 | val_loss: 0.03125 | Time: 1354.64 ms
[2022-04-01 05:04:10 main:574] : INFO : Epoch 2009 | loss: 0.031249 | val_loss: 0.0312472 | Time: 1381.17 ms
[2022-04-01 05:04:11 main:574] : INFO : Epoch 2010 | loss: 0.0312449 | val_loss: 0.0312467 | Time: 1350.53 ms
[2022-04-01 05:04:12 main:574] : INFO : Epoch 2011 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 1376.43 ms
[2022-04-01 05:04:14 main:574] : INFO : Epoch 2012 | loss: 0.0312449 | val_loss: 0.0312461 | Time: 1353.5 ms
[2022-04-01 05:04:15 main:574] : INFO : Epoch 2013 | loss: 0.0312451 | val_loss: 0.0312471 | Time: 1386.33 ms
[2022-04-01 05:04:17 main:574] : INFO : Epoch 2014 | loss: 0.0312449 | val_loss: 0.0312466 | Time: 1440.35 ms
[2022-04-01 05:04:18 main:574] : INFO : Epoch 2015 | loss: 0.031246 | val_loss: 0.031246 | Time: 1396.54 ms
[2022-04-01 05:04:19 main:574] : INFO : Epoch 2016 | loss: 0.0312452 | val_loss: 0.0312461 | Time: 1356.54 ms
[2022-04-01 05:04:21 main:574] : INFO : Epoch 2017 | loss: 0.0312452 | val_loss: 0.0312454 | Time: 1317.89 ms
[2022-04-01 05:04:22 main:574] : INFO : Epoch 2018 | loss: 0.031245 | val_loss: 0.031246 | Time: 1379.46 ms
[2022-04-01 05:04:24 main:574] : INFO : Epoch 2019 | loss: 0.031245 | val_loss: 0.0312455 | Time: 1396.9 ms
[2022-04-01 05:04:25 main:574] : INFO : Epoch 2020 | loss: 0.0312451 | val_loss: 0.0312463 | Time: 1413.33 ms
[2022-04-01 05:04:26 main:574] : INFO : Epoch 2021 | loss: 0.031246 | val_loss: 0.0312466 | Time: 1420.05 ms
[2022-04-01 05:04:28 main:574] : INFO : Epoch 2022 | loss: 0.0312456 | val_loss: 0.0312477 | Time: 1339.7 ms
[2022-04-01 05:04:29 main:574] : INFO : Epoch 2023 | loss: 0.0312453 | val_loss: 0.0312458 | Time: 1334.18 ms
[2022-04-01 05:04:30 main:574] : INFO : Epoch 2024 | loss: 0.031245 | val_loss: 0.0312454 | Time: 1352.31 ms
[2022-04-01 05:04:32 main:574] : INFO : Epoch 2025 | loss: 0.0312464 | val_loss: 0.0312464 | Time: 1376.72 ms
[2022-04-01 05:04:33 main:574] : INFO : Epoch 2026 | loss: 0.0312467 | val_loss: 0.0312456 | Time: 1349.23 ms
[2022-04-01 05:04:35 main:574] : INFO : Epoch 2027 | loss: 0.0312462 | val_loss: 0.031246 | Time: 1460.95 ms
[2022-04-01 05:04:36 main:574] : INFO : Epoch 2028 | loss: 0.0312449 | val_loss: 0.0312465 | Time: 1399.28 ms
[2022-04-01 05:04:37 main:574] : INFO : Epoch 2029 | loss: 0.0312455 | val_loss: 0.0312466 | Time: 1365.5 ms
[2022-04-01 05:04:39 main:574] : INFO : Epoch 2030 | loss: 0.0312457 | val_loss: 0.0312475 | Time: 1323.13 ms
[2022-04-01 05:04:40 main:574] : INFO : Epoch 2031 | loss: 0.0312456 | val_loss: 0.0312463 | Time: 1321.73 ms
[2022-04-01 05:04:41 main:574] : INFO : Epoch 2032 | loss: 0.0312456 | val_loss: 0.0312459 | Time: 1392.64 ms
[2022-04-01 05:04:43 main:574] : INFO : Epoch 2033 | loss: 0.0312456 | val_loss: 0.0312461 | Time: 1356.97 ms
[2022-04-01 05:04:44 main:574] : INFO : Epoch 2034 | loss: 0.0312452 | val_loss: 0.031246 | Time: 1570.59 ms
[2022-04-01 05:04:46 main:574] : INFO : Epoch 2035 | loss: 0.0312451 | val_loss: 0.0312455 | Time: 1441.62 ms
[2022-04-01 05:04:47 main:574] : INFO : Epoch 2036 | loss: 0.0312449 | val_loss: 0.0312464 | Time: 1409.01 ms
[2022-04-01 05:04:49 main:574] : INFO : Epoch 2037 | loss: 0.031245 | val_loss: 0.0312455 | Time: 1426.67 ms
[2022-04-01 05:04:50 main:574] : INFO : Epoch 2038 | loss: 0.0312445 | val_loss: 0.031246 | Time: 1473.4 ms
[2022-04-01 05:04:52 main:574] : INFO : Epoch 2039 | loss: 0.0312453 | val_loss: 0.0312453 | Time: 1465.65 ms
[2022-04-01 05:04:53 main:574] : INFO : Epoch 2040 | loss: 0.0312466 | val_loss: 0.0312461 | Time: 1446.61 ms
[2022-04-01 05:04:54 main:574] : INFO : Epoch 2041 | loss: 0.031245 | val_loss: 0.031246 | Time: 1329.51 ms
[2022-04-01 05:04:56 main:574] : INFO : Epoch 2042 | loss: 0.0312447 | val_loss: 0.0312478 | Time: 1325.23 ms
[2022-04-01 05:04:57 main:574] : INFO : Epoch 2043 | loss: 0.0312458 | val_loss: 0.0312462 | Time: 1338.64 ms
[2022-04-01 05:04:58 main:574] : INFO : Epoch 2044 | loss: 0.0312463 | val_loss: 0.0312467 | Time: 1321.84 ms
[2022-04-01 05:05:00 main:574] : INFO : Epoch 2045 | loss: 0.0312454 | val_loss: 0.0312465 | Time: 1376.08 ms
[2022-04-01 05:05:01 main:574] : INFO : Epoch 2046 | loss: 0.0312446 | val_loss: 0.0312463 | Time: 1366.77 ms
[2022-04-01 05:05:03 main:574] : INFO : Epoch 2047 | loss: 0.0312444 | val_loss: 0.0312466 | Time: 1438.36 ms
[2022-04-01 05:05:04 main:574] : INFO : Epoch 2048 | loss: 0.0312449 | val_loss: 0.0312457 | Time: 1328.67 ms
[2022-04-01 05:05:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312457
[2022-04-01 05:05:04 main:603] : INFO : Saving end state to config to file
[2022-04-01 05:05:04 main:608] : INFO : Success, exiting..
05:05:04 (203568): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)