Task 9276265
| Name | ParityModified-1636178670-23501-3-0_0 |
| Workunit | 6704559 |
| Created | 30 Nov 2021, 8:08:26 UTC |
| Sent | 4 Dec 2021, 15:22:40 UTC |
| Report deadline | 12 Dec 2021, 15:22:40 UTC |
| Received | 5 Dec 2021, 16:31:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16800 |
| Run time | 3 hours 36 min 10 sec |
| CPU time | 3 hours 34 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,249.12 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.90 GB |
| Peak swap size | 4.70 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: 0.0311342 | val_loss: 0.0311525 | Time: 1361.61 ms [2021-12-05 16:19:51 main:574] : INFO : Epoch 1543 | loss: 0.0311348 | val_loss: 0.0311523 | Time: 1395.54 ms [2021-12-05 16:19:52 main:574] : INFO : Epoch 1544 | loss: 0.0311353 | val_loss: 0.0311568 | Time: 1341.41 ms [2021-12-05 16:19:53 main:574] : INFO : Epoch 1545 | loss: 0.0311393 | val_loss: 0.0311569 | Time: 1401.08 ms [2021-12-05 16:19:55 main:574] : INFO : Epoch 1546 | loss: 0.0311429 | val_loss: 0.0311585 | Time: 1385.28 ms [2021-12-05 16:19:56 main:574] : INFO : Epoch 1547 | loss: 0.0311396 | val_loss: 0.0311531 | Time: 1374.34 ms [2021-12-05 16:19:58 main:574] : INFO : Epoch 1548 | loss: 0.0311374 | val_loss: 0.0311563 | Time: 1359.6 ms [2021-12-05 16:19:59 main:574] : INFO : Epoch 1549 | loss: 0.0311364 | val_loss: 0.0311556 | Time: 1362.78 ms [2021-12-05 16:20:00 main:574] : INFO : Epoch 1550 | loss: 0.0311365 | val_loss: 0.0311597 | Time: 1371.24 ms [2021-12-05 16:20:02 main:574] : INFO : Epoch 1551 | loss: 0.0311351 | val_loss: 0.031154 | Time: 1383.45 ms [2021-12-05 16:20:03 main:574] : INFO : Epoch 1552 | loss: 0.0311368 | val_loss: 0.0311526 | Time: 1347.91 ms [2021-12-05 16:20:04 main:574] : INFO : Epoch 1553 | loss: 0.0311353 | val_loss: 0.0311553 | Time: 1362.93 ms [2021-12-05 16:20:06 main:574] : INFO : Epoch 1554 | loss: 0.031138 | val_loss: 0.0311545 | Time: 1348.01 ms [2021-12-05 16:20:07 main:574] : INFO : Epoch 1555 | loss: 0.031138 | val_loss: 0.0311566 | Time: 1351.06 ms [2021-12-05 16:20:09 main:574] : INFO : Epoch 1556 | loss: 0.0311387 | val_loss: 0.0311577 | Time: 1342.84 ms [2021-12-05 16:20:10 main:574] : INFO : Epoch 1557 | loss: 0.0311385 | val_loss: 0.0311563 | Time: 1338.66 ms [2021-12-05 16:20:11 main:574] : INFO : Epoch 1558 | loss: 0.0311386 | val_loss: 0.0311603 | Time: 1356.81 ms [2021-12-05 16:20:13 main:574] : INFO : Epoch 1559 | loss: 0.0311385 | val_loss: 0.0311579 | Time: 1385.18 ms [2021-12-05 16:20:14 main:574] : INFO : Epoch 1560 | loss: 0.0311365 | val_loss: 0.0311583 | Time: 1342.27 ms [2021-12-05 16:20:15 main:574] : INFO : Epoch 1561 | loss: 0.0311364 | val_loss: 0.0311572 | Time: 1377.37 ms [2021-12-05 16:20:17 main:574] : INFO : Epoch 1562 | loss: 0.0311366 | val_loss: 0.0311588 | Time: 1393 ms [2021-12-05 16:20:18 main:574] : INFO : Epoch 1563 | loss: 0.0311356 | val_loss: 0.0311559 | Time: 1341.88 ms [2021-12-05 16:20:19 main:574] : INFO : Epoch 1564 | loss: 0.0311324 | val_loss: 0.0311555 | Time: 1362.66 ms [2021-12-05 16:20:21 main:574] : INFO : Epoch 1565 | loss: 0.0311346 | val_loss: 0.0311545 | Time: 1340.59 ms [2021-12-05 16:20:22 main:574] : INFO : Epoch 1566 | loss: 0.0311354 | val_loss: 0.0311548 | Time: 1349.49 ms [2021-12-05 16:20:24 main:574] : INFO : Epoch 1567 | loss: 0.0311348 | val_loss: 0.0311543 | Time: 1348.3 ms [2021-12-05 16:20:25 main:574] : INFO : Epoch 1568 | loss: 0.0311337 | val_loss: 0.0311553 | Time: 1324.52 ms [2021-12-05 16:20:26 main:574] : INFO : Epoch 1569 | loss: 0.0311367 | val_loss: 0.0311558 | Time: 1327.06 ms [2021-12-05 16:20:28 main:574] : INFO : Epoch 1570 | loss: 0.0311354 | val_loss: 0.0311569 | Time: 1344.53 ms [2021-12-05 16:20:29 main:574] : INFO : Epoch 1571 | loss: 0.0311369 | val_loss: 0.0311523 | Time: 1358.53 ms [2021-12-05 16:20:30 main:574] : INFO : Epoch 1572 | loss: 0.0311402 | val_loss: 0.0311568 | Time: 1321.27 ms [2021-12-05 16:20:32 main:574] : INFO : Epoch 1573 | loss: 0.0311433 | val_loss: 0.031155 | Time: 1349.83 ms [2021-12-05 16:20:33 main:574] : INFO : Epoch 1574 | loss: 0.0311404 | val_loss: 0.031156 | Time: 1359.99 ms [2021-12-05 16:20:34 main:574] : INFO : Epoch 1575 | loss: 0.0311446 | val_loss: 0.0311595 | Time: 1366.91 ms [2021-12-05 16:20:36 main:574] : INFO : Epoch 1576 | loss: 0.0311384 | val_loss: 0.031152 | Time: 1398.18 ms [2021-12-05 16:20:37 main:574] : INFO : Epoch 1577 | loss: 0.0311366 | val_loss: 0.0311566 | Time: 1354.38 ms [2021-12-05 16:20:38 main:574] : INFO : Epoch 1578 | loss: 0.031135 | val_loss: 0.0311601 | Time: 1363.58 ms [2021-12-05 16:20:40 main:574] : INFO : Epoch 1579 | loss: 0.0311356 | val_loss: 0.0311583 | Time: 1376.01 ms [2021-12-05 16:20:41 main:574] : INFO : Epoch 1580 | loss: 0.0311393 | val_loss: 0.0311558 | Time: 1331.31 ms [2021-12-05 16:20:43 main:574] : INFO : Epoch 1581 | loss: 0.0311379 | val_loss: 0.0311533 | Time: 1375.54 ms [2021-12-05 16:20:44 main:574] : INFO : Epoch 1582 | loss: 0.0311387 | val_loss: 0.0311558 | Time: 1335.37 ms [2021-12-05 16:20:45 main:574] : INFO : Epoch 1583 | loss: 0.0311378 | val_loss: 0.0311566 | Time: 1364.26 ms [2021-12-05 16:20:47 main:574] : INFO : Epoch 1584 | loss: 0.0311369 | val_loss: 0.0311537 | Time: 1346.02 ms [2021-12-05 16:20:48 main:574] : INFO : Epoch 1585 | loss: 0.0311386 | val_loss: 0.0311513 | Time: 1332.63 ms [2021-12-05 16:20:49 main:574] : INFO : Epoch 1586 | loss: 0.0311373 | val_loss: 0.0311527 | Time: 1353.97 ms [2021-12-05 16:20:51 main:574] : INFO : Epoch 1587 | loss: 0.0311365 | val_loss: 0.0311541 | Time: 1313.28 ms [2021-12-05 16:20:52 main:574] : INFO : Epoch 1588 | loss: 0.0311369 | val_loss: 0.0311554 | Time: 1340.32 ms [2021-12-05 16:20:53 main:574] : INFO : Epoch 1589 | loss: 0.0311373 | val_loss: 0.0311544 | Time: 1347.77 ms [2021-12-05 16:20:55 main:574] : INFO : Epoch 1590 | loss: 0.0311373 | val_loss: 0.0311524 | Time: 1365.13 ms [2021-12-05 16:20:56 main:574] : INFO : Epoch 1591 | loss: 0.0311355 | val_loss: 0.0311511 | Time: 1359.6 ms [2021-12-05 16:20:57 main:574] : INFO : Epoch 1592 | loss: 0.0311355 | val_loss: 0.0311644 | Time: 1378.22 ms [2021-12-05 16:20:59 main:574] : INFO : Epoch 1593 | loss: 0.0311393 | val_loss: 0.0311566 | Time: 1376.35 ms [2021-12-05 16:21:00 main:574] : INFO : Epoch 1594 | loss: 0.0311415 | val_loss: 0.0311578 | Time: 1353.86 ms [2021-12-05 16:21:02 main:574] : INFO : Epoch 1595 | loss: 0.0311402 | val_loss: 0.0311559 | Time: 1351.18 ms [2021-12-05 16:21:03 main:574] : INFO : Epoch 1596 | loss: 0.0311397 | val_loss: 0.0311539 | Time: 1353.25 ms [2021-12-05 16:21:04 main:574] : INFO : Epoch 1597 | loss: 0.0311378 | val_loss: 0.031156 | Time: 1323.05 ms [2021-12-05 16:21:06 main:574] : INFO : Epoch 1598 | loss: 0.0311363 | val_loss: 0.0311528 | Time: 1385.27 ms [2021-12-05 16:21:07 main:574] : INFO : Epoch 1599 | loss: 0.0311363 | val_loss: 0.0311506 | Time: 1329.08 ms [2021-12-05 16:21:08 main:574] : INFO : Epoch 1600 | loss: 0.0311355 | val_loss: 0.0311516 | Time: 1365.44 ms [2021-12-05 16:21:10 main:574] : INFO : Epoch 1601 | loss: 0.031136 | val_loss: 0.0311553 | Time: 1356.43 ms [2021-12-05 16:21:11 main:574] : INFO : Epoch 1602 | loss: 0.0311362 | val_loss: 0.0311505 | Time: 1341.55 ms [2021-12-05 16:21:12 main:574] : INFO : Epoch 1603 | loss: 0.0311337 | val_loss: 0.0311507 | Time: 1394.93 ms [2021-12-05 16:21:14 main:574] : INFO : Epoch 1604 | loss: 0.0311347 | val_loss: 0.0311561 | Time: 1332.95 ms [2021-12-05 16:21:15 main:574] : INFO : Epoch 1605 | loss: 0.031136 | val_loss: 0.0311524 | Time: 1351.47 ms [2021-12-05 16:21:16 main:574] : INFO : Epoch 1606 | loss: 0.0311349 | val_loss: 0.0311544 | Time: 1339.6 ms [2021-12-05 16:21:18 main:574] : INFO : Epoch 1607 | loss: 0.0311342 | val_loss: 0.0311509 | Time: 1359.12 ms [2021-12-05 16:21:19 main:574] : INFO : Epoch 1608 | loss: 0.0311339 | val_loss: 0.0311548 | Time: 1347.95 ms [2021-12-05 16:21:21 main:574] : INFO : Epoch 1609 | loss: 0.0311352 | val_loss: 0.0311511 | Time: 1338.02 ms [2021-12-05 16:21:22 main:574] : INFO : Epoch 1610 | loss: 0.0311347 | val_loss: 0.0311529 | Time: 1346.75 ms [2021-12-05 16:21:23 main:574] : INFO : Epoch 1611 | loss: 0.0311343 | val_loss: 0.0311531 | Time: 1365.06 ms [2021-12-05 16:21:25 main:574] : INFO : Epoch 1612 | loss: 0.0311345 | val_loss: 0.0311564 | Time: 1371.25 ms [2021-12-05 16:21:26 main:574] : INFO : Epoch 1613 | loss: 0.0311351 | val_loss: 0.0311511 | Time: 1349.12 ms [2021-12-05 16:21:27 main:574] : INFO : Epoch 1614 | loss: 0.0311326 | val_loss: 0.0311549 | Time: 1347.74 ms [2021-12-05 16:21:29 main:574] : INFO : Epoch 1615 | loss: 0.031133 | val_loss: 0.0311554 | Time: 1331.42 ms [2021-12-05 16:21:30 main:574] : INFO : Epoch 1616 | loss: 0.0311326 | val_loss: 0.0311535 | Time: 1347.35 ms [2021-12-05 16:21:31 main:574] : INFO : Epoch 1617 | loss: 0.0311346 | val_loss: 0.0311559 | Time: 1362.37 ms [2021-12-05 16:21:33 main:574] : INFO : Epoch 1618 | loss: 0.0311374 | val_loss: 0.0311498 | Time: 1338.85 ms [2021-12-05 16:21:34 main:574] : INFO : Epoch 1619 | loss: 0.0311369 | val_loss: 0.0311546 | Time: 1373.58 ms [2021-12-05 16:21:36 main:574] : INFO : Epoch 1620 | loss: 0.0311342 | val_loss: 0.0311543 | Time: 1372.9 ms [2021-12-05 16:21:37 main:574] : INFO : Epoch 1621 | loss: 0.0311334 | val_loss: 0.0311595 | Time: 1372.45 ms [2021-12-05 16:21:38 main:574] : INFO : Epoch 1622 | loss: 0.0311315 | val_loss: 0.031153 | Time: 1350.85 ms [2021-12-05 16:21:40 main:574] : INFO : Epoch 1623 | loss: 0.0311323 | val_loss: 0.031153 | Time: 1359.38 ms [2021-12-05 16:21:41 main:574] : INFO : Epoch 1624 | loss: 0.0311321 | val_loss: 0.031155 | Time: 1361.15 ms [2021-12-05 16:21:42 main:574] : INFO : Epoch 1625 | loss: 0.0311314 | val_loss: 0.0311503 | Time: 1376.46 ms [2021-12-05 16:21:44 main:574] : INFO : Epoch 1626 | loss: 0.0311318 | val_loss: 0.031151 | Time: 1363.7 ms [2021-12-05 16:21:45 main:574] : INFO : Epoch 1627 | loss: 0.0311329 | val_loss: 0.0311499 | Time: 1373.29 ms [2021-12-05 16:21:46 main:574] : INFO : Epoch 1628 | loss: 0.0311327 | val_loss: 0.031151 | Time: 1334.56 ms [2021-12-05 16:21:48 main:574] : INFO : Epoch 1629 | loss: 0.0311339 | val_loss: 0.0311503 | Time: 1362.86 ms [2021-12-05 16:21:49 main:574] : INFO : Epoch 1630 | loss: 0.0311344 | val_loss: 0.0311529 | Time: 1368.16 ms [2021-12-05 16:21:51 main:574] : INFO : Epoch 1631 | loss: 0.0311354 | val_loss: 0.0311547 | Time: 1334.21 ms [2021-12-05 16:21:52 main:574] : INFO : Epoch 1632 | loss: 0.031139 | val_loss: 0.031154 | Time: 1346.04 ms [2021-12-05 16:21:53 main:574] : INFO : Epoch 1633 | loss: 0.031137 | val_loss: 0.0311522 | Time: 1339.21 ms [2021-12-05 16:21:55 main:574] : INFO : Epoch 1634 | loss: 0.0311352 | val_loss: 0.031156 | Time: 1371.58 ms [2021-12-05 16:21:56 main:574] : INFO : Epoch 1635 | loss: 0.0311398 | val_loss: 0.0311665 | Time: 1383.07 ms [2021-12-05 16:21:57 main:574] : INFO : Epoch 1636 | loss: 0.0311425 | val_loss: 0.031161 | Time: 1348.25 ms [2021-12-05 16:21:59 main:574] : INFO : Epoch 1637 | loss: 0.0311394 | val_loss: 0.031158 | Time: 1359.55 ms [2021-12-05 16:22:00 main:574] : INFO : Epoch 1638 | loss: 0.0311367 | val_loss: 0.0311548 | Time: 1361.65 ms [2021-12-05 16:22:01 main:574] : INFO : Epoch 1639 | loss: 0.0311349 | val_loss: 0.0311601 | Time: 1352.52 ms [2021-12-05 16:22:03 main:574] : INFO : Epoch 1640 | loss: 0.0311344 | val_loss: 0.0311534 | Time: 1390.03 ms [2021-12-05 16:22:04 main:574] : INFO : Epoch 1641 | loss: 0.031133 | val_loss: 0.0311605 | Time: 1384.73 ms [2021-12-05 16:22:06 main:574] : INFO : Epoch 1642 | loss: 0.0311353 | val_loss: 0.0311522 | Time: 1347.22 ms [2021-12-05 16:22:07 main:574] : INFO : Epoch 1643 | loss: 0.0311363 | val_loss: 0.0311606 | Time: 1352.56 ms [2021-12-05 16:22:08 main:574] : INFO : Epoch 1644 | loss: 0.0311356 | val_loss: 0.0311548 | Time: 1387.21 ms [2021-12-05 16:22:10 main:574] : INFO : Epoch 1645 | loss: 0.0311355 | val_loss: 0.0311536 | Time: 1371.52 ms [2021-12-05 16:22:11 main:574] : INFO : Epoch 1646 | loss: 0.0311354 | val_loss: 0.0311593 | Time: 1370.68 ms [2021-12-05 16:22:12 main:574] : INFO : Epoch 1647 | loss: 0.0311341 | val_loss: 0.0311524 | Time: 1336.75 ms [2021-12-05 16:22:14 main:574] : INFO : Epoch 1648 | loss: 0.0311321 | val_loss: 0.0311568 | Time: 1368.34 ms [2021-12-05 16:22:15 main:574] : INFO : Epoch 1649 | loss: 0.0311336 | val_loss: 0.0311532 | Time: 1358.98 ms [2021-12-05 16:22:17 main:574] : INFO : Epoch 1650 | loss: 0.0311343 | val_loss: 0.0311528 | Time: 1340.71 ms [2021-12-05 16:22:18 main:574] : INFO : Epoch 1651 | loss: 0.0311325 | val_loss: 0.0311544 | Time: 1364.54 ms [2021-12-05 16:22:19 main:574] : INFO : Epoch 1652 | loss: 0.0311322 | val_loss: 0.0311546 | Time: 1347.85 ms [2021-12-05 16:22:21 main:574] : INFO : Epoch 1653 | loss: 0.0311357 | val_loss: 0.031164 | Time: 1369.91 ms [2021-12-05 16:22:22 main:574] : INFO : Epoch 1654 | loss: 0.0311352 | val_loss: 0.0311516 | Time: 1370.98 ms [2021-12-05 16:22:23 main:574] : INFO : Epoch 1655 | loss: 0.031133 | val_loss: 0.0311501 | Time: 1314.72 ms [2021-12-05 16:22:25 main:574] : INFO : Epoch 1656 | loss: 0.0311335 | val_loss: 0.0311526 | Time: 1342.4 ms [2021-12-05 16:22:26 main:574] : INFO : Epoch 1657 | loss: 0.0311334 | val_loss: 0.0311531 | Time: 1322.96 ms [2021-12-05 16:22:27 main:574] : INFO : Epoch 1658 | loss: 0.0311349 | val_loss: 0.0311608 | Time: 1360.99 ms [2021-12-05 16:22:29 main:574] : INFO : Epoch 1659 | loss: 0.0311353 | val_loss: 0.0311559 | Time: 1338.44 ms [2021-12-05 16:22:30 main:574] : INFO : Epoch 1660 | loss: 0.0311336 | val_loss: 0.0311529 | Time: 1331.26 ms [2021-12-05 16:22:31 main:574] : INFO : Epoch 1661 | loss: 0.0311344 | val_loss: 0.0311525 | Time: 1343.71 ms [2021-12-05 16:22:33 main:574] : INFO : Epoch 1662 | loss: 0.031136 | val_loss: 0.0311525 | Time: 1344.51 ms [2021-12-05 16:22:34 main:574] : INFO : Epoch 1663 | loss: 0.0311348 | val_loss: 0.0311552 | Time: 1335.38 ms [2021-12-05 16:22:35 main:574] : INFO : Epoch 1664 | loss: 0.0311449 | val_loss: 0.0311573 | Time: 1365.75 ms [2021-12-05 16:22:37 main:574] : INFO : Epoch 1665 | loss: 0.031142 | val_loss: 0.0311523 | Time: 1324.27 ms [2021-12-05 16:22:38 main:574] : INFO : Epoch 1666 | loss: 0.0311396 | val_loss: 0.031152 | Time: 1329.85 ms [2021-12-05 16:22:39 main:574] : INFO : Epoch 1667 | loss: 0.0311403 | val_loss: 0.0311582 | Time: 1315.44 ms [2021-12-05 16:22:41 main:574] : INFO : Epoch 1668 | loss: 0.031142 | val_loss: 0.0311622 | Time: 1348.51 ms [2021-12-05 16:22:42 main:574] : INFO : Epoch 1669 | loss: 0.0311484 | val_loss: 0.0311591 | Time: 1291.65 ms [2021-12-05 16:22:44 main:574] : INFO : Epoch 1670 | loss: 0.0311481 | val_loss: 0.0311585 | Time: 1367.26 ms [2021-12-05 16:22:45 main:574] : INFO : Epoch 1671 | loss: 0.0311449 | val_loss: 0.0311639 | Time: 1326.54 ms [2021-12-05 16:22:46 main:574] : INFO : Epoch 1672 | loss: 0.0311429 | val_loss: 0.031158 | Time: 1354.55 ms [2021-12-05 16:22:48 main:574] : INFO : Epoch 1673 | loss: 0.0311426 | val_loss: 0.0311555 | Time: 1329.3 ms [2021-12-05 16:22:49 main:574] : INFO : Epoch 1674 | loss: 0.0311397 | val_loss: 0.0311506 | Time: 1396.04 ms [2021-12-05 16:22:50 main:574] : INFO : Epoch 1675 | loss: 0.0311415 | val_loss: 0.0311637 | Time: 1346.03 ms [2021-12-05 16:22:52 main:574] : INFO : Epoch 1676 | loss: 0.0311432 | val_loss: 0.031155 | Time: 1349.97 ms [2021-12-05 16:22:53 main:574] : INFO : Epoch 1677 | loss: 0.0311379 | val_loss: 0.0311566 | Time: 1347.42 ms [2021-12-05 16:22:54 main:574] : INFO : Epoch 1678 | loss: 0.0311385 | val_loss: 0.0311533 | Time: 1330.11 ms [2021-12-05 16:22:56 main:574] : INFO : Epoch 1679 | loss: 0.0311362 | val_loss: 0.0311575 | Time: 1355 ms [2021-12-05 16:22:57 main:574] : INFO : Epoch 1680 | loss: 0.0311363 | val_loss: 0.0311537 | Time: 1322.58 ms [2021-12-05 16:22:58 main:574] : INFO : Epoch 1681 | loss: 0.0311346 | val_loss: 0.0311528 | Time: 1339.89 ms [2021-12-05 16:23:00 main:574] : INFO : Epoch 1682 | loss: 0.0311338 | val_loss: 0.031154 | Time: 1326.02 ms [2021-12-05 16:23:01 main:574] : INFO : Epoch 1683 | loss: 0.0311369 | val_loss: 0.031153 | Time: 1332.23 ms [2021-12-05 16:23:02 main:574] : INFO : Epoch 1684 | loss: 0.0311363 | val_loss: 0.0311537 | Time: 1319.82 ms [2021-12-05 16:23:04 main:574] : INFO : Epoch 1685 | loss: 0.0311353 | val_loss: 0.0311555 | Time: 1361.87 ms [2021-12-05 16:23:05 main:574] : INFO : Epoch 1686 | loss: 0.031136 | val_loss: 0.0311614 | Time: 1342.96 ms [2021-12-05 16:23:06 main:574] : INFO : Epoch 1687 | loss: 0.031137 | val_loss: 0.0311518 | Time: 1361.25 ms [2021-12-05 16:23:08 main:574] : INFO : Epoch 1688 | loss: 0.0311362 | val_loss: 0.0311536 | Time: 1338.69 ms [2021-12-05 16:23:09 main:574] : INFO : Epoch 1689 | loss: 0.0311339 | val_loss: 0.0311544 | Time: 1364.85 ms [2021-12-05 16:23:11 main:574] : INFO : Epoch 1690 | loss: 0.031133 | val_loss: 0.0311555 | Time: 1370.35 ms [2021-12-05 16:23:12 main:574] : INFO : Epoch 1691 | loss: 0.0311332 | val_loss: 0.0311536 | Time: 1322.11 ms [2021-12-05 16:23:13 main:574] : INFO : Epoch 1692 | loss: 0.0311338 | val_loss: 0.0311534 | Time: 1365.54 ms [2021-12-05 16:23:15 main:574] : INFO : Epoch 1693 | loss: 0.0311318 | val_loss: 0.0311542 | Time: 1315.91 ms [2021-12-05 16:23:16 main:574] : INFO : Epoch 1694 | loss: 0.0311325 | val_loss: 0.031153 | Time: 1335.95 ms [2021-12-05 16:23:17 main:574] : INFO : Epoch 1695 | loss: 0.0311331 | val_loss: 0.0311547 | Time: 1310.29 ms [2021-12-05 16:23:19 main:574] : INFO : Epoch 1696 | loss: 0.031135 | val_loss: 0.0311547 | Time: 1359.02 ms [2021-12-05 16:23:20 main:574] : INFO : Epoch 1697 | loss: 0.0311352 | val_loss: 0.0311554 | Time: 1330.81 ms [2021-12-05 16:23:21 main:574] : INFO : Epoch 1698 | loss: 0.031134 | val_loss: 0.0311526 | Time: 1361.13 ms [2021-12-05 16:23:23 main:574] : INFO : Epoch 1699 | loss: 0.0311347 | val_loss: 0.0311556 | Time: 1344.22 ms [2021-12-05 16:23:24 main:574] : INFO : Epoch 1700 | loss: 0.031134 | val_loss: 0.0311543 | Time: 1369.02 ms [2021-12-05 16:23:25 main:574] : INFO : Epoch 1701 | loss: 0.0311328 | val_loss: 0.031153 | Time: 1330.27 ms [2021-12-05 16:23:27 main:574] : INFO : Epoch 1702 | loss: 0.0311325 | val_loss: 0.0311556 | Time: 1386.66 ms [2021-12-05 16:23:28 main:574] : INFO : Epoch 1703 | loss: 0.031132 | val_loss: 0.0311561 | Time: 1354.35 ms [2021-12-05 16:23:29 main:574] : INFO : Epoch 1704 | loss: 0.031132 | val_loss: 0.0311528 | Time: 1353.4 ms [2021-12-05 16:23:31 main:574] : INFO : Epoch 1705 | loss: 0.0311308 | val_loss: 0.0311553 | Time: 1339.92 ms [2021-12-05 16:23:32 main:574] : INFO : Epoch 1706 | loss: 0.0311302 | val_loss: 0.0311557 | Time: 1326.74 ms [2021-12-05 16:23:34 main:574] : INFO : Epoch 1707 | loss: 0.0311353 | val_loss: 0.0311556 | Time: 1355.23 ms [2021-12-05 16:23:35 main:574] : INFO : Epoch 1708 | loss: 0.0311388 | val_loss: 0.031163 | Time: 1350.9 ms [2021-12-05 16:23:36 main:574] : INFO : Epoch 1709 | loss: 0.0311395 | val_loss: 0.0311665 | Time: 1399.4 ms [2021-12-05 16:23:38 main:574] : INFO : Epoch 1710 | loss: 0.0311391 | val_loss: 0.0311567 | Time: 1387.13 ms [2021-12-05 16:23:39 main:574] : INFO : Epoch 1711 | loss: 0.0311382 | val_loss: 0.0311559 | Time: 1377.94 ms [2021-12-05 16:23:40 main:574] : INFO : Epoch 1712 | loss: 0.0311405 | val_loss: 0.0311573 | Time: 1374.79 ms [2021-12-05 16:23:42 main:574] : INFO : Epoch 1713 | loss: 0.0311405 | val_loss: 0.0311581 | Time: 1354.03 ms [2021-12-05 16:23:43 main:574] : INFO : Epoch 1714 | loss: 0.0311392 | val_loss: 0.0311564 | Time: 1343.25 ms [2021-12-05 16:23:45 main:574] : INFO : Epoch 1715 | loss: 0.0311423 | val_loss: 0.0311557 | Time: 1351 ms [2021-12-05 16:23:46 main:574] : INFO : Epoch 1716 | loss: 0.0311419 | val_loss: 0.031154 | Time: 1363.21 ms [2021-12-05 16:23:47 main:574] : INFO : Epoch 1717 | loss: 0.0311449 | val_loss: 0.0311531 | Time: 1332.18 ms [2021-12-05 16:23:49 main:574] : INFO : Epoch 1718 | loss: 0.0311405 | val_loss: 0.0311548 | Time: 1341.64 ms [2021-12-05 16:23:50 main:574] : INFO : Epoch 1719 | loss: 0.0311399 | val_loss: 0.0311533 | Time: 1326.61 ms [2021-12-05 16:23:51 main:574] : INFO : Epoch 1720 | loss: 0.0311394 | val_loss: 0.0311556 | Time: 1341.58 ms [2021-12-05 16:23:53 main:574] : INFO : Epoch 1721 | loss: 0.0311392 | val_loss: 0.0311535 | Time: 1320.35 ms [2021-12-05 16:23:54 main:574] : INFO : Epoch 1722 | loss: 0.0311366 | val_loss: 0.0311565 | Time: 1359.38 ms [2021-12-05 16:23:55 main:574] : INFO : Epoch 1723 | loss: 0.0311421 | val_loss: 0.0311538 | Time: 1346.29 ms [2021-12-05 16:23:57 main:574] : INFO : Epoch 1724 | loss: 0.0311423 | val_loss: 0.0311567 | Time: 1365.18 ms [2021-12-05 16:23:58 main:574] : INFO : Epoch 1725 | loss: 0.0311402 | val_loss: 0.0311498 | Time: 1367.18 ms [2021-12-05 16:23:59 main:574] : INFO : Epoch 1726 | loss: 0.031141 | val_loss: 0.0311541 | Time: 1337.07 ms [2021-12-05 16:24:01 main:574] : INFO : Epoch 1727 | loss: 0.031143 | val_loss: 0.031152 | Time: 1365.22 ms [2021-12-05 16:24:02 main:574] : INFO : Epoch 1728 | loss: 0.0311382 | val_loss: 0.0311576 | Time: 1347.06 ms [2021-12-05 16:24:03 main:574] : INFO : Epoch 1729 | loss: 0.0311379 | val_loss: 0.0311546 | Time: 1359.85 ms [2021-12-05 16:24:05 main:574] : INFO : Epoch 1730 | loss: 0.0311357 | val_loss: 0.0311511 | Time: 1334.7 ms [2021-12-05 16:24:06 main:574] : INFO : Epoch 1731 | loss: 0.0311362 | val_loss: 0.0311538 | Time: 1337.07 ms [2021-12-05 16:24:08 main:574] : INFO : Epoch 1732 | loss: 0.031136 | val_loss: 0.0311569 | Time: 1387.09 ms [2021-12-05 16:24:09 main:574] : INFO : Epoch 1733 | loss: 0.0311366 | val_loss: 0.0311508 | Time: 1339.04 ms [2021-12-05 16:24:10 main:574] : INFO : Epoch 1734 | loss: 0.0311378 | val_loss: 0.0311555 | Time: 1363.24 ms [2021-12-05 16:24:12 main:574] : INFO : Epoch 1735 | loss: 0.0311364 | val_loss: 0.0311518 | Time: 1326.29 ms [2021-12-05 16:24:13 main:574] : INFO : Epoch 1736 | loss: 0.0311348 | val_loss: 0.031153 | Time: 1360.46 ms [2021-12-05 16:24:14 main:574] : INFO : Epoch 1737 | loss: 0.0311346 | val_loss: 0.0311572 | Time: 1333.52 ms [2021-12-05 16:24:16 main:574] : INFO : Epoch 1738 | loss: 0.0311358 | val_loss: 0.0311531 | Time: 1385.59 ms [2021-12-05 16:24:17 main:574] : INFO : Epoch 1739 | loss: 0.0311347 | val_loss: 0.0311567 | Time: 1392.59 ms [2021-12-05 16:24:18 main:574] : INFO : Epoch 1740 | loss: 0.0311356 | val_loss: 0.0311543 | Time: 1339.06 ms [2021-12-05 16:24:20 main:574] : INFO : Epoch 1741 | loss: 0.0311344 | val_loss: 0.0311528 | Time: 1337.73 ms [2021-12-05 16:24:21 main:574] : INFO : Epoch 1742 | loss: 0.0311365 | val_loss: 0.0311533 | Time: 1334.03 ms [2021-12-05 16:24:22 main:574] : INFO : Epoch 1743 | loss: 0.0311395 | val_loss: 0.0311583 | Time: 1341.47 ms [2021-12-05 16:24:24 main:574] : INFO : Epoch 1744 | loss: 0.0311408 | val_loss: 0.0311602 | Time: 1328.77 ms [2021-12-05 16:24:25 main:574] : INFO : Epoch 1745 | loss: 0.031139 | val_loss: 0.0311603 | Time: 1349.63 ms [2021-12-05 16:24:27 main:574] : INFO : Epoch 1746 | loss: 0.0311443 | val_loss: 0.0311772 | Time: 1342.43 ms [2021-12-05 16:24:28 main:574] : INFO : Epoch 1747 | loss: 0.0311611 | val_loss: 0.0311721 | Time: 1348.93 ms [2021-12-05 16:24:29 main:574] : INFO : Epoch 1748 | loss: 0.0311497 | val_loss: 0.0311578 | Time: 1371.75 ms [2021-12-05 16:24:31 main:574] : INFO : Epoch 1749 | loss: 0.0311413 | val_loss: 0.0311678 | Time: 1329.3 ms [2021-12-05 16:24:32 main:574] : INFO : Epoch 1750 | loss: 0.0311422 | val_loss: 0.0311569 | Time: 1361.45 ms [2021-12-05 16:24:33 main:574] : INFO : Epoch 1751 | loss: 0.0311387 | val_loss: 0.0311536 | Time: 1351.56 ms [2021-12-05 16:24:35 main:574] : INFO : Epoch 1752 | loss: 0.0311358 | val_loss: 0.0311532 | Time: 1333.78 ms [2021-12-05 16:24:36 main:574] : INFO : Epoch 1753 | loss: 0.031136 | val_loss: 0.0311568 | Time: 1319.91 ms [2021-12-05 16:24:37 main:574] : INFO : Epoch 1754 | loss: 0.0311349 | val_loss: 0.0311555 | Time: 1358.33 ms [2021-12-05 16:24:39 main:574] : INFO : Epoch 1755 | loss: 0.031137 | val_loss: 0.031156 | Time: 1329.76 ms [2021-12-05 16:24:40 main:574] : INFO : Epoch 1756 | loss: 0.0311427 | val_loss: 0.0311512 | Time: 1342.99 ms [2021-12-05 16:24:41 main:574] : INFO : Epoch 1757 | loss: 0.0311407 | val_loss: 0.031157 | Time: 1317.01 ms [2021-12-05 16:24:43 main:574] : INFO : Epoch 1758 | loss: 0.0311436 | val_loss: 0.0311544 | Time: 1343.44 ms [2021-12-05 16:24:44 main:574] : INFO : Epoch 1759 | loss: 0.0311426 | val_loss: 0.0311576 | Time: 1334.82 ms [2021-12-05 16:24:45 main:574] : INFO : Epoch 1760 | loss: 0.0311423 | val_loss: 0.0311525 | Time: 1343.25 ms [2021-12-05 16:24:47 main:574] : INFO : Epoch 1761 | loss: 0.031139 | val_loss: 0.0311532 | Time: 1348.24 ms [2021-12-05 16:24:48 main:574] : INFO : Epoch 1762 | loss: 0.0311372 | val_loss: 0.0311554 | Time: 1347.67 ms [2021-12-05 16:24:49 main:574] : INFO : Epoch 1763 | loss: 0.0311407 | val_loss: 0.0311525 | Time: 1326.45 ms [2021-12-05 16:24:51 main:574] : INFO : Epoch 1764 | loss: 0.0311383 | val_loss: 0.0311545 | Time: 1338.82 ms [2021-12-05 16:24:52 main:574] : INFO : Epoch 1765 | loss: 0.031137 | val_loss: 0.0311532 | Time: 1351.41 ms [2021-12-05 16:24:54 main:574] : INFO : Epoch 1766 | loss: 0.0311372 | val_loss: 0.0311537 | Time: 1393.65 ms [2021-12-05 16:24:55 main:574] : INFO : Epoch 1767 | loss: 0.0311363 | val_loss: 0.0311581 | Time: 1375.04 ms [2021-12-05 16:24:56 main:574] : INFO : Epoch 1768 | loss: 0.0311369 | val_loss: 0.0311546 | Time: 1351.3 ms [2021-12-05 16:24:58 main:574] : INFO : Epoch 1769 | loss: 0.0311371 | val_loss: 0.0311506 | Time: 1354.11 ms [2021-12-05 16:24:59 main:574] : INFO : Epoch 1770 | loss: 0.0311356 | val_loss: 0.0311582 | Time: 1357.77 ms [2021-12-05 16:25:00 main:574] : INFO : Epoch 1771 | loss: 0.0311367 | val_loss: 0.0311528 | Time: 1320.47 ms [2021-12-05 16:25:02 main:574] : INFO : Epoch 1772 | loss: 0.0311432 | val_loss: 0.0311589 | Time: 1335.17 ms [2021-12-05 16:25:03 main:574] : INFO : Epoch 1773 | loss: 0.0311436 | val_loss: 0.0311564 | Time: 1326.77 ms [2021-12-05 16:25:04 main:574] : INFO : Epoch 1774 | loss: 0.0311415 | val_loss: 0.031153 | Time: 1329.01 ms [2021-12-05 16:25:06 main:574] : INFO : Epoch 1775 | loss: 0.0311402 | val_loss: 0.0311522 | Time: 1353.86 ms [2021-12-05 16:25:07 main:574] : INFO : Epoch 1776 | loss: 0.0311422 | val_loss: 0.0311513 | Time: 1374.11 ms [2021-12-05 16:25:08 main:574] : INFO : Epoch 1777 | loss: 0.031143 | val_loss: 0.0311531 | Time: 1363.48 ms [2021-12-05 16:25:10 main:574] : INFO : Epoch 1778 | loss: 0.0311412 | val_loss: 0.0311515 | Time: 1344.46 ms [2021-12-05 16:25:11 main:574] : INFO : Epoch 1779 | loss: 0.0311408 | val_loss: 0.0311514 | Time: 1338.23 ms [2021-12-05 16:25:12 main:574] : INFO : Epoch 1780 | loss: 0.0311409 | val_loss: 0.0311516 | Time: 1349.6 ms [2021-12-05 16:25:14 main:574] : INFO : Epoch 1781 | loss: 0.0311396 | val_loss: 0.0311512 | Time: 1366.74 ms [2021-12-05 16:25:15 main:574] : INFO : Epoch 1782 | loss: 0.0311407 | val_loss: 0.0311653 | Time: 1341.18 ms [2021-12-05 16:25:17 main:574] : INFO : Epoch 1783 | loss: 0.0311413 | val_loss: 0.0311519 | Time: 1352.42 ms [2021-12-05 16:25:18 main:574] : INFO : Epoch 1784 | loss: 0.0311391 | val_loss: 0.0311522 | Time: 1330.43 ms [2021-12-05 16:25:19 main:574] : INFO : Epoch 1785 | loss: 0.0311381 | val_loss: 0.0311518 | Time: 1339.98 ms [2021-12-05 16:25:21 main:574] : INFO : Epoch 1786 | loss: 0.0311373 | val_loss: 0.0311565 | Time: 1321.08 ms [2021-12-05 16:25:22 main:574] : INFO : Epoch 1787 | loss: 0.0311384 | val_loss: 0.0311535 | Time: 1347.61 ms [2021-12-05 16:25:23 main:574] : INFO : Epoch 1788 | loss: 0.0311385 | val_loss: 0.0311532 | Time: 1331.88 ms [2021-12-05 16:25:25 main:574] : INFO : Epoch 1789 | loss: 0.031138 | val_loss: 0.0311539 | Time: 1329.73 ms [2021-12-05 16:25:26 main:574] : INFO : Epoch 1790 | loss: 0.031138 | val_loss: 0.0311577 | Time: 1347.39 ms [2021-12-05 16:25:27 main:574] : INFO : Epoch 1791 | loss: 0.0311382 | val_loss: 0.0311582 | Time: 1353.79 ms [2021-12-05 16:25:29 main:574] : INFO : Epoch 1792 | loss: 0.0311394 | val_loss: 0.0311565 | Time: 1350.19 ms [2021-12-05 16:25:30 main:574] : INFO : Epoch 1793 | loss: 0.0311372 | val_loss: 0.031157 | Time: 1331.65 ms [2021-12-05 16:25:31 main:574] : INFO : Epoch 1794 | loss: 0.0311366 | val_loss: 0.0311569 | Time: 1317.19 ms [2021-12-05 16:25:33 main:574] : INFO : Epoch 1795 | loss: 0.0311394 | val_loss: 0.031156 | Time: 1354.85 ms [2021-12-05 16:25:34 main:574] : INFO : Epoch 1796 | loss: 0.0311376 | val_loss: 0.0311594 | Time: 1334.7 ms [2021-12-05 16:25:35 main:574] : INFO : Epoch 1797 | loss: 0.0311379 | val_loss: 0.0311678 | Time: 1333.96 ms [2021-12-05 16:25:37 main:574] : INFO : Epoch 1798 | loss: 0.0311366 | val_loss: 0.0311533 | Time: 1319.15 ms [2021-12-05 16:25:38 main:574] : INFO : Epoch 1799 | loss: 0.0311376 | val_loss: 0.0311535 | Time: 1375.86 ms [2021-12-05 16:25:39 main:574] : INFO : Epoch 1800 | loss: 0.0311372 | val_loss: 0.0311597 | Time: 1320.25 ms [2021-12-05 16:25:41 main:574] : INFO : Epoch 1801 | loss: 0.0311376 | val_loss: 0.031153 | Time: 1345.75 ms [2021-12-05 16:25:42 main:574] : INFO : Epoch 1802 | loss: 0.0311391 | val_loss: 0.031163 | Time: 1349.55 ms [2021-12-05 16:25:43 main:574] : INFO : Epoch 1803 | loss: 0.0311378 | val_loss: 0.0311587 | Time: 1338.33 ms [2021-12-05 16:25:45 main:574] : INFO : Epoch 1804 | loss: 0.0311371 | val_loss: 0.0311557 | Time: 1330.9 ms [2021-12-05 16:25:46 main:574] : INFO : Epoch 1805 | loss: 0.0311364 | val_loss: 0.0311571 | Time: 1358.05 ms [2021-12-05 16:25:47 main:574] : INFO : Epoch 1806 | loss: 0.0311375 | val_loss: 0.0311592 | Time: 1331.49 ms [2021-12-05 16:25:49 main:574] : INFO : Epoch 1807 | loss: 0.0311365 | val_loss: 0.031161 | Time: 1338.89 ms [2021-12-05 16:25:50 main:574] : INFO : Epoch 1808 | loss: 0.0311375 | val_loss: 0.0311553 | Time: 1363.53 ms [2021-12-05 16:25:52 main:574] : INFO : Epoch 1809 | loss: 0.0311379 | val_loss: 0.0311605 | Time: 1349.17 ms [2021-12-05 16:25:53 main:574] : INFO : Epoch 1810 | loss: 0.0311365 | val_loss: 0.0311567 | Time: 1371.29 ms [2021-12-05 16:25:54 main:574] : INFO : Epoch 1811 | loss: 0.0311373 | val_loss: 0.0311552 | Time: 1327.68 ms [2021-12-05 16:25:56 main:574] : INFO : Epoch 1812 | loss: 0.0311428 | val_loss: 0.0311551 | Time: 1342.96 ms [2021-12-05 16:25:57 main:574] : INFO : Epoch 1813 | loss: 0.0311425 | val_loss: 0.0311548 | Time: 1313.7 ms [2021-12-05 16:25:58 main:574] : INFO : Epoch 1814 | loss: 0.0311414 | val_loss: 0.031154 | Time: 1353.56 ms [2021-12-05 16:26:00 main:574] : INFO : Epoch 1815 | loss: 0.0311401 | val_loss: 0.0311533 | Time: 1339.88 ms [2021-12-05 16:26:01 main:574] : INFO : Epoch 1816 | loss: 0.0311403 | val_loss: 0.0311583 | Time: 1343.76 ms [2021-12-05 16:26:02 main:574] : INFO : Epoch 1817 | loss: 0.0311447 | val_loss: 0.0311516 | Time: 1318.21 ms [2021-12-05 16:26:04 main:574] : INFO : Epoch 1818 | loss: 0.0311414 | val_loss: 0.0311538 | Time: 1350.37 ms [2021-12-05 16:26:05 main:574] : INFO : Epoch 1819 | loss: 0.0311435 | val_loss: 0.0311509 | Time: 1332.17 ms [2021-12-05 16:26:06 main:574] : INFO : Epoch 1820 | loss: 0.0311403 | val_loss: 0.0311534 | Time: 1345.39 ms [2021-12-05 16:26:08 main:574] : INFO : Epoch 1821 | loss: 0.0311384 | val_loss: 0.0311516 | Time: 1335.21 ms [2021-12-05 16:26:09 main:574] : INFO : Epoch 1822 | loss: 0.0311417 | val_loss: 0.0311528 | Time: 1346.88 ms [2021-12-05 16:26:10 main:574] : INFO : Epoch 1823 | loss: 0.0311435 | val_loss: 0.0311514 | Time: 1346.27 ms [2021-12-05 16:26:12 main:574] : INFO : Epoch 1824 | loss: 0.031142 | val_loss: 0.0311525 | Time: 1349.3 ms [2021-12-05 16:26:13 main:574] : INFO : Epoch 1825 | loss: 0.0311409 | val_loss: 0.0311549 | Time: 1344.65 ms [2021-12-05 16:26:14 main:574] : INFO : Epoch 1826 | loss: 0.0311408 | val_loss: 0.0311522 | Time: 1350.8 ms [2021-12-05 16:26:16 main:574] : INFO : Epoch 1827 | loss: 0.03114 | val_loss: 0.0311538 | Time: 1371.38 ms [2021-12-05 16:26:17 main:574] : INFO : Epoch 1828 | loss: 0.0311424 | val_loss: 0.0311514 | Time: 1372.12 ms [2021-12-05 16:26:19 main:574] : INFO : Epoch 1829 | loss: 0.0311457 | val_loss: 0.0311578 | Time: 1361.81 ms [2021-12-05 16:26:20 main:574] : INFO : Epoch 1830 | loss: 0.031142 | val_loss: 0.0311567 | Time: 1376.47 ms [2021-12-05 16:26:21 main:574] : INFO : Epoch 1831 | loss: 0.0311403 | val_loss: 0.0311542 | Time: 1340.86 ms [2021-12-05 16:26:23 main:574] : INFO : Epoch 1832 | loss: 0.0311397 | val_loss: 0.0311528 | Time: 1360.42 ms [2021-12-05 16:26:24 main:574] : INFO : Epoch 1833 | loss: 0.0311418 | val_loss: 0.0311575 | Time: 1368.66 ms [2021-12-05 16:26:25 main:574] : INFO : Epoch 1834 | loss: 0.0311387 | val_loss: 0.0311547 | Time: 1314.2 ms [2021-12-05 16:26:27 main:574] : INFO : Epoch 1835 | loss: 0.0311366 | val_loss: 0.0311552 | Time: 1317.76 ms [2021-12-05 16:26:28 main:574] : INFO : Epoch 1836 | loss: 0.0311356 | val_loss: 0.0311555 | Time: 1344.54 ms [2021-12-05 16:26:29 main:574] : INFO : Epoch 1837 | loss: 0.0311363 | val_loss: 0.0311529 | Time: 1371.45 ms [2021-12-05 16:26:31 main:574] : INFO : Epoch 1838 | loss: 0.0311368 | val_loss: 0.0311537 | Time: 1339.35 ms [2021-12-05 16:26:32 main:574] : INFO : Epoch 1839 | loss: 0.0311362 | val_loss: 0.0311566 | Time: 1370.98 ms [2021-12-05 16:26:34 main:574] : INFO : Epoch 1840 | loss: 0.0311395 | val_loss: 0.0311566 | Time: 1344 ms [2021-12-05 16:26:35 main:574] : INFO : Epoch 1841 | loss: 0.0311372 | val_loss: 0.0311577 | Time: 1332.85 ms [2021-12-05 16:26:36 main:574] : INFO : Epoch 1842 | loss: 0.0311374 | val_loss: 0.0311556 | Time: 1310.59 ms [2021-12-05 16:26:38 main:574] : INFO : Epoch 1843 | loss: 0.0311361 | val_loss: 0.0311569 | Time: 1336.58 ms [2021-12-05 16:26:39 main:574] : INFO : Epoch 1844 | loss: 0.0311356 | val_loss: 0.0311546 | Time: 1335.59 ms [2021-12-05 16:26:40 main:574] : INFO : Epoch 1845 | loss: 0.0311347 | val_loss: 0.0311585 | Time: 1340.44 ms [2021-12-05 16:26:42 main:574] : INFO : Epoch 1846 | loss: 0.0311381 | val_loss: 0.0311571 | Time: 1310.83 ms [2021-12-05 16:26:43 main:574] : INFO : Epoch 1847 | loss: 0.0311457 | val_loss: 0.0311586 | Time: 1311.51 ms [2021-12-05 16:26:44 main:574] : INFO : Epoch 1848 | loss: 0.0311488 | val_loss: 0.03117 | Time: 1329.3 ms [2021-12-05 16:26:46 main:574] : INFO : Epoch 1849 | loss: 0.0311439 | val_loss: 0.0311651 | Time: 1350.55 ms [2021-12-05 16:26:47 main:574] : INFO : Epoch 1850 | loss: 0.0311387 | val_loss: 0.031154 | Time: 1357.21 ms [2021-12-05 16:26:48 main:574] : INFO : Epoch 1851 | loss: 0.0311375 | val_loss: 0.031156 | Time: 1366.15 ms [2021-12-05 16:26:50 main:574] : INFO : Epoch 1852 | loss: 0.0311378 | val_loss: 0.0311587 | Time: 1343.46 ms [2021-12-05 16:26:51 main:574] : INFO : Epoch 1853 | loss: 0.0311374 | val_loss: 0.0311601 | Time: 1363.38 ms [2021-12-05 16:26:52 main:574] : INFO : Epoch 1854 | loss: 0.0311389 | val_loss: 0.0311603 | Time: 1329.2 ms [2021-12-05 16:26:54 main:574] : INFO : Epoch 1855 | loss: 0.0311353 | val_loss: 0.031158 | Time: 1343.96 ms [2021-12-05 16:26:55 main:574] : INFO : Epoch 1856 | loss: 0.0311365 | val_loss: 0.0311537 | Time: 1366.68 ms [2021-12-05 16:26:56 main:574] : INFO : Epoch 1857 | loss: 0.031137 | val_loss: 0.0311551 | Time: 1330.19 ms [2021-12-05 16:26:58 main:574] : INFO : Epoch 1858 | loss: 0.0311362 | val_loss: 0.031154 | Time: 1333.45 ms [2021-12-05 16:26:59 main:574] : INFO : Epoch 1859 | loss: 0.0311358 | val_loss: 0.0311568 | Time: 1331.4 ms [2021-12-05 16:27:00 main:574] : INFO : Epoch 1860 | loss: 0.0311392 | val_loss: 0.0311533 | Time: 1350.98 ms [2021-12-05 16:27:02 main:574] : INFO : Epoch 1861 | loss: 0.0311365 | val_loss: 0.0311551 | Time: 1333.69 ms [2021-12-05 16:27:03 main:574] : INFO : Epoch 1862 | loss: 0.0311375 | val_loss: 0.0311605 | Time: 1369.37 ms [2021-12-05 16:27:04 main:574] : INFO : Epoch 1863 | loss: 0.0311391 | val_loss: 0.0311571 | Time: 1328.92 ms [2021-12-05 16:27:06 main:574] : INFO : Epoch 1864 | loss: 0.0311379 | val_loss: 0.0311527 | Time: 1361.48 ms [2021-12-05 16:27:07 main:574] : INFO : Epoch 1865 | loss: 0.0311386 | val_loss: 0.0311574 | Time: 1378.94 ms [2021-12-05 16:27:09 main:574] : INFO : Epoch 1866 | loss: 0.0311378 | val_loss: 0.0311594 | Time: 1329.27 ms [2021-12-05 16:27:10 main:574] : INFO : Epoch 1867 | loss: 0.0311369 | val_loss: 0.0311599 | Time: 1367.93 ms [2021-12-05 16:27:11 main:574] : INFO : Epoch 1868 | loss: 0.0311373 | val_loss: 0.0311566 | Time: 1315.89 ms [2021-12-05 16:27:13 main:574] : INFO : Epoch 1869 | loss: 0.0311366 | val_loss: 0.0311553 | Time: 1333.71 ms [2021-12-05 16:27:14 main:574] : INFO : Epoch 1870 | loss: 0.0311369 | val_loss: 0.0311606 | Time: 1312.13 ms [2021-12-05 16:27:15 main:574] : INFO : Epoch 1871 | loss: 0.0311457 | val_loss: 0.0311565 | Time: 1331.41 ms [2021-12-05 16:27:17 main:574] : INFO : Epoch 1872 | loss: 0.0311456 | val_loss: 0.0311556 | Time: 1319.79 ms [2021-12-05 16:27:18 main:574] : INFO : Epoch 1873 | loss: 0.0311471 | val_loss: 0.0311561 | Time: 1350.43 ms [2021-12-05 16:27:19 main:574] : INFO : Epoch 1874 | loss: 0.0311461 | val_loss: 0.0311552 | Time: 1333.7 ms [2021-12-05 16:27:21 main:574] : INFO : Epoch 1875 | loss: 0.0311475 | val_loss: 0.0311533 | Time: 1348.81 ms [2021-12-05 16:27:22 main:574] : INFO : Epoch 1876 | loss: 0.0311437 | val_loss: 0.0311518 | Time: 1373.11 ms [2021-12-05 16:27:23 main:574] : INFO : Epoch 1877 | loss: 0.0311438 | val_loss: 0.0311525 | Time: 1379.06 ms [2021-12-05 16:27:25 main:574] : INFO : Epoch 1878 | loss: 0.0311414 | val_loss: 0.0311512 | Time: 1362.81 ms [2021-12-05 16:27:26 main:574] : INFO : Epoch 1879 | loss: 0.0311418 | val_loss: 0.0311538 | Time: 1370.38 ms [2021-12-05 16:27:28 main:574] : INFO : Epoch 1880 | loss: 0.0311432 | val_loss: 0.0311522 | Time: 1357.69 ms [2021-12-05 16:27:29 main:574] : INFO : Epoch 1881 | loss: 0.0311426 | val_loss: 0.0311535 | Time: 1381.08 ms [2021-12-05 16:27:30 main:574] : INFO : Epoch 1882 | loss: 0.0311395 | val_loss: 0.0311664 | Time: 1338.4 ms [2021-12-05 16:27:32 main:574] : INFO : Epoch 1883 | loss: 0.0311397 | val_loss: 0.0311579 | Time: 1345.33 ms [2021-12-05 16:27:33 main:574] : INFO : Epoch 1884 | loss: 0.031138 | val_loss: 0.0311557 | Time: 1329.58 ms [2021-12-05 16:27:34 main:574] : INFO : Epoch 1885 | loss: 0.0311381 | val_loss: 0.0311581 | Time: 1346.83 ms [2021-12-05 16:27:36 main:574] : INFO : Epoch 1886 | loss: 0.0311375 | val_loss: 0.0311538 | Time: 1317.95 ms [2021-12-05 16:27:37 main:574] : INFO : Epoch 1887 | loss: 0.0311374 | val_loss: 0.0311568 | Time: 1329.7 ms [2021-12-05 16:27:38 main:574] : INFO : Epoch 1888 | loss: 0.0311379 | val_loss: 0.0311583 | Time: 1345.08 ms [2021-12-05 16:27:40 main:574] : INFO : Epoch 1889 | loss: 0.0311381 | val_loss: 0.0311623 | Time: 1373.09 ms [2021-12-05 16:27:41 main:574] : INFO : Epoch 1890 | loss: 0.0311415 | val_loss: 0.0311557 | Time: 1348.1 ms [2021-12-05 16:27:42 main:574] : INFO : Epoch 1891 | loss: 0.0311362 | val_loss: 0.0311567 | Time: 1384.34 ms [2021-12-05 16:27:44 main:574] : INFO : Epoch 1892 | loss: 0.0311382 | val_loss: 0.0311547 | Time: 1368.24 ms [2021-12-05 16:27:45 main:574] : INFO : Epoch 1893 | loss: 0.031135 | val_loss: 0.0311518 | Time: 1318.6 ms [2021-12-05 16:27:46 main:574] : INFO : Epoch 1894 | loss: 0.0311362 | val_loss: 0.0311557 | Time: 1354.84 ms [2021-12-05 16:27:48 main:574] : INFO : Epoch 1895 | loss: 0.0311371 | val_loss: 0.0311579 | Time: 1314.77 ms [2021-12-05 16:27:49 main:574] : INFO : Epoch 1896 | loss: 0.0311377 | val_loss: 0.0311565 | Time: 1359.37 ms [2021-12-05 16:27:51 main:574] : INFO : Epoch 1897 | loss: 0.0311356 | val_loss: 0.0311548 | Time: 1352.76 ms [2021-12-05 16:27:52 main:574] : INFO : Epoch 1898 | loss: 0.0311356 | val_loss: 0.0311648 | Time: 1360.07 ms [2021-12-05 16:27:53 main:574] : INFO : Epoch 1899 | loss: 0.0311395 | val_loss: 0.0311565 | Time: 1331.11 ms [2021-12-05 16:27:55 main:574] : INFO : Epoch 1900 | loss: 0.0311373 | val_loss: 0.0311563 | Time: 1360.61 ms [2021-12-05 16:27:56 main:574] : INFO : Epoch 1901 | loss: 0.0311404 | val_loss: 0.0311583 | Time: 1359.54 ms [2021-12-05 16:27:57 main:574] : INFO : Epoch 1902 | loss: 0.0311394 | val_loss: 0.0311548 | Time: 1328.79 ms [2021-12-05 16:27:59 main:574] : INFO : Epoch 1903 | loss: 0.0311404 | val_loss: 0.0311558 | Time: 1344.01 ms [2021-12-05 16:28:00 main:574] : INFO : Epoch 1904 | loss: 0.0311406 | val_loss: 0.0311588 | Time: 1339.52 ms [2021-12-05 16:28:01 main:574] : INFO : Epoch 1905 | loss: 0.031141 | val_loss: 0.0311535 | Time: 1336.34 ms [2021-12-05 16:28:03 main:574] : INFO : Epoch 1906 | loss: 0.0311415 | val_loss: 0.0311583 | Time: 1345.62 ms [2021-12-05 16:28:04 main:574] : INFO : Epoch 1907 | loss: 0.0311459 | val_loss: 0.0311559 | Time: 1344.97 ms [2021-12-05 16:28:05 main:574] : INFO : Epoch 1908 | loss: 0.0311484 | val_loss: 0.031156 | Time: 1340.47 ms [2021-12-05 16:28:07 main:574] : INFO : Epoch 1909 | loss: 0.0311475 | val_loss: 0.0311555 | Time: 1347.33 ms [2021-12-05 16:28:08 main:574] : INFO : Epoch 1910 | loss: 0.0311446 | val_loss: 0.0311552 | Time: 1383.06 ms [2021-12-05 16:28:09 main:574] : INFO : Epoch 1911 | loss: 0.0311435 | val_loss: 0.0311566 | Time: 1327.75 ms [2021-12-05 16:28:11 main:574] : INFO : Epoch 1912 | loss: 0.0311446 | val_loss: 0.0311538 | Time: 1364.74 ms [2021-12-05 16:28:12 main:574] : INFO : Epoch 1913 | loss: 0.0311469 | val_loss: 0.0311623 | Time: 1337.47 ms [2021-12-05 16:28:14 main:574] : INFO : Epoch 1914 | loss: 0.0311486 | val_loss: 0.0311586 | Time: 1356.5 ms [2021-12-05 16:28:15 main:574] : INFO : Epoch 1915 | loss: 0.0311427 | val_loss: 0.0311579 | Time: 1341.57 ms [2021-12-05 16:28:16 main:574] : INFO : Epoch 1916 | loss: 0.0311433 | val_loss: 0.0311554 | Time: 1342.31 ms [2021-12-05 16:28:18 main:574] : INFO : Epoch 1917 | loss: 0.0311448 | val_loss: 0.0311551 | Time: 1344.88 ms [2021-12-05 16:28:19 main:574] : INFO : Epoch 1918 | loss: 0.0311517 | val_loss: 0.0311627 | Time: 1352.39 ms [2021-12-05 16:28:20 main:574] : INFO : Epoch 1919 | loss: 0.0311499 | val_loss: 0.0311591 | Time: 1356.09 ms [2021-12-05 16:28:22 main:574] : INFO : Epoch 1920 | loss: 0.0311478 | val_loss: 0.0311594 | Time: 1325.99 ms [2021-12-05 16:28:23 main:574] : INFO : Epoch 1921 | loss: 0.0311485 | val_loss: 0.0311601 | Time: 1351.24 ms [2021-12-05 16:28:24 main:574] : INFO : Epoch 1922 | loss: 0.0311502 | val_loss: 0.0311541 | Time: 1325.2 ms [2021-12-05 16:28:26 main:574] : INFO : Epoch 1923 | loss: 0.0311475 | val_loss: 0.0311537 | Time: 1338.65 ms [2021-12-05 16:28:27 main:574] : INFO : Epoch 1924 | loss: 0.031146 | val_loss: 0.0311526 | Time: 1350.67 ms [2021-12-05 16:28:28 main:574] : INFO : Epoch 1925 | loss: 0.0311454 | val_loss: 0.0311562 | Time: 1357.68 ms [2021-12-05 16:28:30 main:574] : INFO : Epoch 1926 | loss: 0.0311428 | val_loss: 0.0311537 | Time: 1340.87 ms [2021-12-05 16:28:31 main:574] : INFO : Epoch 1927 | loss: 0.0311468 | val_loss: 0.0311545 | Time: 1387.59 ms [2021-12-05 16:28:33 main:574] : INFO : Epoch 1928 | loss: 0.0311482 | val_loss: 0.0311588 | Time: 1374.48 ms [2021-12-05 16:28:34 main:574] : INFO : Epoch 1929 | loss: 0.0311514 | val_loss: 0.0311593 | Time: 1348.78 ms [2021-12-05 16:28:35 main:574] : INFO : Epoch 1930 | loss: 0.0311503 | val_loss: 0.0311564 | Time: 1357.45 ms [2021-12-05 16:28:37 main:574] : INFO : Epoch 1931 | loss: 0.0311488 | val_loss: 0.0311619 | Time: 1323.35 ms [2021-12-05 16:28:38 main:574] : INFO : Epoch 1932 | loss: 0.031151 | val_loss: 0.0311578 | Time: 1328.23 ms [2021-12-05 16:28:39 main:574] : INFO : Epoch 1933 | loss: 0.0311482 | val_loss: 0.0311573 | Time: 1323.08 ms [2021-12-05 16:28:41 main:574] : INFO : Epoch 1934 | loss: 0.0311486 | val_loss: 0.0311569 | Time: 1332.69 ms [2021-12-05 16:28:42 main:574] : INFO : Epoch 1935 | loss: 0.0311502 | val_loss: 0.0311621 | Time: 1305.03 ms [2021-12-05 16:28:43 main:574] : INFO : Epoch 1936 | loss: 0.0311515 | val_loss: 0.031159 | Time: 1369.05 ms [2021-12-05 16:28:45 main:574] : INFO : Epoch 1937 | loss: 0.0311487 | val_loss: 0.0311585 | Time: 1321.12 ms [2021-12-05 16:28:46 main:574] : INFO : Epoch 1938 | loss: 0.0311487 | val_loss: 0.0311638 | Time: 1334.89 ms [2021-12-05 16:28:47 main:574] : INFO : Epoch 1939 | loss: 0.0311451 | val_loss: 0.0311579 | Time: 1328.13 ms [2021-12-05 16:28:49 main:574] : INFO : Epoch 1940 | loss: 0.0311456 | val_loss: 0.0311569 | Time: 1360.61 ms [2021-12-05 16:28:50 main:574] : INFO : Epoch 1941 | loss: 0.0311451 | val_loss: 0.0311685 | Time: 1348.55 ms [2021-12-05 16:28:51 main:574] : INFO : Epoch 1942 | loss: 0.0311492 | val_loss: 0.0311623 | Time: 1358.74 ms [2021-12-05 16:28:53 main:574] : INFO : Epoch 1943 | loss: 0.0311486 | val_loss: 0.0311559 | Time: 1346.37 ms [2021-12-05 16:28:54 main:574] : INFO : Epoch 1944 | loss: 0.0311472 | val_loss: 0.0311589 | Time: 1375.11 ms [2021-12-05 16:28:55 main:574] : INFO : Epoch 1945 | loss: 0.0311446 | val_loss: 0.0311567 | Time: 1351.95 ms [2021-12-05 16:28:57 main:574] : INFO : Epoch 1946 | loss: 0.0311424 | val_loss: 0.0311537 | Time: 1349.16 ms [2021-12-05 16:28:58 main:574] : INFO : Epoch 1947 | loss: 0.0311436 | val_loss: 0.0311642 | Time: 1361.23 ms [2021-12-05 16:29:00 main:574] : INFO : Epoch 1948 | loss: 0.0311452 | val_loss: 0.0311566 | Time: 1343.19 ms [2021-12-05 16:29:01 main:574] : INFO : Epoch 1949 | loss: 0.0311411 | val_loss: 0.0311582 | Time: 1346.09 ms [2021-12-05 16:29:02 main:574] : INFO : Epoch 1950 | loss: 0.031142 | val_loss: 0.0311591 | Time: 1329.38 ms [2021-12-05 16:29:04 main:574] : INFO : Epoch 1951 | loss: 0.0311404 | val_loss: 0.0311621 | Time: 1344.31 ms [2021-12-05 16:29:05 main:574] : INFO : Epoch 1952 | loss: 0.0311402 | val_loss: 0.031159 | Time: 1347.69 ms [2021-12-05 16:29:06 main:574] : INFO : Epoch 1953 | loss: 0.0311412 | val_loss: 0.0311559 | Time: 1323.09 ms [2021-12-05 16:29:08 main:574] : INFO : Epoch 1954 | loss: 0.0311433 | val_loss: 0.0311554 | Time: 1327.89 ms [2021-12-05 16:29:09 main:574] : INFO : Epoch 1955 | loss: 0.0311434 | val_loss: 0.0311609 | Time: 1383.67 ms [2021-12-05 16:29:10 main:574] : INFO : Epoch 1956 | loss: 0.0311428 | val_loss: 0.0311556 | Time: 1362.3 ms [2021-12-05 16:29:12 main:574] : INFO : Epoch 1957 | loss: 0.0311436 | val_loss: 0.0311564 | Time: 1341.14 ms [2021-12-05 16:29:13 main:574] : INFO : Epoch 1958 | loss: 0.0311395 | val_loss: 0.0311588 | Time: 1365.12 ms [2021-12-05 16:29:14 main:574] : INFO : Epoch 1959 | loss: 0.0311404 | val_loss: 0.0311617 | Time: 1356.76 ms [2021-12-05 16:29:16 main:574] : INFO : Epoch 1960 | loss: 0.0311445 | val_loss: 0.0311596 | Time: 1329.96 ms [2021-12-05 16:29:17 main:574] : INFO : Epoch 1961 | loss: 0.0311467 | val_loss: 0.0311629 | Time: 1361.15 ms [2021-12-05 16:29:18 main:574] : INFO : Epoch 1962 | loss: 0.0311466 | val_loss: 0.0311599 | Time: 1329.46 ms [2021-12-05 16:29:20 main:574] : INFO : Epoch 1963 | loss: 0.0311469 | val_loss: 0.0311577 | Time: 1354.69 ms [2021-12-05 16:29:21 main:574] : INFO : Epoch 1964 | loss: 0.0311431 | val_loss: 0.031161 | Time: 1328.8 ms [2021-12-05 16:29:22 main:574] : INFO : Epoch 1965 | loss: 0.0311434 | val_loss: 0.0311586 | Time: 1345.63 ms [2021-12-05 16:29:24 main:574] : INFO : Epoch 1966 | loss: 0.0311435 | val_loss: 0.0311587 | Time: 1304.02 ms [2021-12-05 16:29:25 main:574] : INFO : Epoch 1967 | loss: 0.0311426 | val_loss: 0.031159 | Time: 1324.33 ms [2021-12-05 16:29:26 main:574] : INFO : Epoch 1968 | loss: 0.0311419 | val_loss: 0.0311592 | Time: 1317.67 ms [2021-12-05 16:29:28 main:574] : INFO : Epoch 1969 | loss: 0.0311408 | val_loss: 0.0311589 | Time: 1372.13 ms [2021-12-05 16:29:29 main:574] : INFO : Epoch 1970 | loss: 0.0311405 | val_loss: 0.031161 | Time: 1315.09 ms [2021-12-05 16:29:31 main:574] : INFO : Epoch 1971 | loss: 0.0311409 | val_loss: 0.0311601 | Time: 1343.78 ms [2021-12-05 16:29:32 main:574] : INFO : Epoch 1972 | loss: 0.0311402 | val_loss: 0.0311568 | Time: 1331.74 ms [2021-12-05 16:29:33 main:574] : INFO : Epoch 1973 | loss: 0.0311404 | val_loss: 0.0311599 | Time: 1366.9 ms [2021-12-05 16:29:35 main:574] : INFO : Epoch 1974 | loss: 0.0311445 | val_loss: 0.0311629 | Time: 1308.07 ms [2021-12-05 16:29:36 main:574] : INFO : Epoch 1975 | loss: 0.0311581 | val_loss: 0.0311754 | Time: 1350.31 ms [2021-12-05 16:29:37 main:574] : INFO : Epoch 1976 | loss: 0.0311637 | val_loss: 0.031168 | Time: 1322.49 ms [2021-12-05 16:29:39 main:574] : INFO : Epoch 1977 | loss: 0.0311614 | val_loss: 0.031169 | Time: 1377.8 ms [2021-12-05 16:29:40 main:574] : INFO : Epoch 1978 | loss: 0.03116 | val_loss: 0.0311725 | Time: 1319.23 ms [2021-12-05 16:29:41 main:574] : INFO : Epoch 1979 | loss: 0.0311598 | val_loss: 0.0311663 | Time: 1354.58 ms [2021-12-05 16:29:43 main:574] : INFO : Epoch 1980 | loss: 0.0311585 | val_loss: 0.0311651 | Time: 1334.67 ms [2021-12-05 16:29:44 main:574] : INFO : Epoch 1981 | loss: 0.0311555 | val_loss: 0.0311632 | Time: 1342.06 ms [2021-12-05 16:29:45 main:574] : INFO : Epoch 1982 | loss: 0.0311538 | val_loss: 0.0311633 | Time: 1330.78 ms [2021-12-05 16:29:47 main:574] : INFO : Epoch 1983 | loss: 0.0311535 | val_loss: 0.031163 | Time: 1333.74 ms [2021-12-05 16:29:48 main:574] : INFO : Epoch 1984 | loss: 0.0311538 | val_loss: 0.0311626 | Time: 1309.54 ms [2021-12-05 16:29:49 main:574] : INFO : Epoch 1985 | loss: 0.031156 | val_loss: 0.0311644 | Time: 1338.03 ms [2021-12-05 16:29:51 main:574] : INFO : Epoch 1986 | loss: 0.0311587 | val_loss: 0.0311657 | Time: 1321.11 ms [2021-12-05 16:29:52 main:574] : INFO : Epoch 1987 | loss: 0.0311565 | val_loss: 0.0311614 | Time: 1349.36 ms [2021-12-05 16:29:53 main:574] : INFO : Epoch 1988 | loss: 0.031157 | val_loss: 0.0311638 | Time: 1357.16 ms [2021-12-05 16:29:55 main:574] : INFO : Epoch 1989 | loss: 0.0311524 | val_loss: 0.0311605 | Time: 1353.72 ms [2021-12-05 16:29:56 main:574] : INFO : Epoch 1990 | loss: 0.0311499 | val_loss: 0.0311623 | Time: 1337.6 ms [2021-12-05 16:29:57 main:574] : INFO : Epoch 1991 | loss: 0.0311484 | val_loss: 0.0311589 | Time: 1379.33 ms [2021-12-05 16:29:59 main:574] : INFO : Epoch 1992 | loss: 0.0311477 | val_loss: 0.0311596 | Time: 1372.61 ms [2021-12-05 16:30:00 main:574] : INFO : Epoch 1993 | loss: 0.031148 | val_loss: 0.0311591 | Time: 1327.7 ms [2021-12-05 16:30:02 main:574] : INFO : Epoch 1994 | loss: 0.0311465 | val_loss: 0.031158 | Time: 1361.23 ms [2021-12-05 16:30:03 main:574] : INFO : Epoch 1995 | loss: 0.0311451 | val_loss: 0.031159 | Time: 1344.59 ms [2021-12-05 16:30:04 main:574] : INFO : Epoch 1996 | loss: 0.0311431 | val_loss: 0.0311558 | Time: 1343.7 ms [2021-12-05 16:30:06 main:574] : INFO : Epoch 1997 | loss: 0.0311427 | val_loss: 0.0311564 | Time: 1313.81 ms [2021-12-05 16:30:07 main:574] : INFO : Epoch 1998 | loss: 0.0311446 | val_loss: 0.0311577 | Time: 1332.67 ms [2021-12-05 16:30:08 main:574] : INFO : Epoch 1999 | loss: 0.0311461 | val_loss: 0.031158 | Time: 1328.75 ms [2021-12-05 16:30:10 main:574] : INFO : Epoch 2000 | loss: 0.0311461 | val_loss: 0.031156 | Time: 1361.29 ms [2021-12-05 16:30:11 main:574] : INFO : Epoch 2001 | loss: 0.0311426 | val_loss: 0.031155 | Time: 1337.26 ms [2021-12-05 16:30:12 main:574] : INFO : Epoch 2002 | loss: 0.0311434 | val_loss: 0.0311559 | Time: 1348.89 ms [2021-12-05 16:30:14 main:574] : INFO : Epoch 2003 | loss: 0.0311434 | val_loss: 0.0311584 | Time: 1373.64 ms [2021-12-05 16:30:15 main:574] : INFO : Epoch 2004 | loss: 0.031148 | val_loss: 0.0311585 | Time: 1368.64 ms [2021-12-05 16:30:16 main:574] : INFO : Epoch 2005 | loss: 0.0311439 | val_loss: 0.0311538 | Time: 1361.31 ms [2021-12-05 16:30:18 main:574] : INFO : Epoch 2006 | loss: 0.0311431 | val_loss: 0.0311581 | Time: 1390.51 ms [2021-12-05 16:30:19 main:574] : INFO : Epoch 2007 | loss: 0.0311462 | val_loss: 0.0311632 | Time: 1325.04 ms [2021-12-05 16:30:21 main:574] : INFO : Epoch 2008 | loss: 0.0311464 | val_loss: 0.0311603 | Time: 1351.5 ms [2021-12-05 16:30:22 main:574] : INFO : Epoch 2009 | loss: 0.0311437 | val_loss: 0.0311614 | Time: 1308.67 ms [2021-12-05 16:30:23 main:574] : INFO : Epoch 2010 | loss: 0.0311456 | val_loss: 0.0311547 | Time: 1368.09 ms [2021-12-05 16:30:25 main:574] : INFO : Epoch 2011 | loss: 0.0311454 | val_loss: 0.0311714 | Time: 1314.51 ms [2021-12-05 16:30:26 main:574] : INFO : Epoch 2012 | loss: 0.0311495 | val_loss: 0.0311594 | Time: 1311.29 ms [2021-12-05 16:30:27 main:574] : INFO : Epoch 2013 | loss: 0.0311457 | val_loss: 0.031159 | Time: 1376.11 ms [2021-12-05 16:30:29 main:574] : INFO : Epoch 2014 | loss: 0.0311489 | val_loss: 0.0311563 | Time: 1372.15 ms [2021-12-05 16:30:30 main:574] : INFO : Epoch 2015 | loss: 0.0311543 | val_loss: 0.031173 | Time: 1347.5 ms [2021-12-05 16:30:31 main:574] : INFO : Epoch 2016 | loss: 0.0319831 | val_loss: 0.0324905 | Time: 1364.74 ms [2021-12-05 16:30:33 main:574] : INFO : Epoch 2017 | loss: 0.033653 | val_loss: 0.031879 | Time: 1390.22 ms [2021-12-05 16:30:34 main:574] : INFO : Epoch 2018 | loss: 0.0315313 | val_loss: 0.0313054 | Time: 1338.85 ms [2021-12-05 16:30:35 main:574] : INFO : Epoch 2019 | loss: 0.0312253 | val_loss: 0.031192 | Time: 1374.15 ms [2021-12-05 16:30:37 main:574] : INFO : Epoch 2020 | loss: 0.0311758 | val_loss: 0.0311706 | Time: 1365.99 ms [2021-12-05 16:30:38 main:574] : INFO : Epoch 2021 | loss: 0.0311626 | val_loss: 0.0311645 | Time: 1329.66 ms [2021-12-05 16:30:40 main:574] : INFO : Epoch 2022 | loss: 0.0311579 | val_loss: 0.0311617 | Time: 1368.6 ms [2021-12-05 16:30:41 main:574] : INFO : Epoch 2023 | loss: 0.0311568 | val_loss: 0.0311617 | Time: 1364.13 ms [2021-12-05 16:30:42 main:574] : INFO : Epoch 2024 | loss: 0.0311557 | val_loss: 0.0311607 | Time: 1357.89 ms [2021-12-05 16:30:44 main:574] : INFO : Epoch 2025 | loss: 0.0311545 | val_loss: 0.0311616 | Time: 1414.08 ms [2021-12-05 16:30:45 main:574] : INFO : Epoch 2026 | loss: 0.0311543 | val_loss: 0.0311598 | Time: 1370.5 ms [2021-12-05 16:30:47 main:574] : INFO : Epoch 2027 | loss: 0.0311539 | val_loss: 0.0311619 | Time: 1404.04 ms [2021-12-05 16:30:48 main:574] : INFO : Epoch 2028 | loss: 0.0311537 | val_loss: 0.0311615 | Time: 1377.61 ms [2021-12-05 16:30:49 main:574] : INFO : Epoch 2029 | loss: 0.0311533 | val_loss: 0.0311614 | Time: 1362.64 ms [2021-12-05 16:30:51 main:574] : INFO : Epoch 2030 | loss: 0.0311524 | val_loss: 0.0311602 | Time: 1373.48 ms [2021-12-05 16:30:52 main:574] : INFO : Epoch 2031 | loss: 0.0311521 | val_loss: 0.0311614 | Time: 1362.05 ms [2021-12-05 16:30:53 main:574] : INFO : Epoch 2032 | loss: 0.0311518 | val_loss: 0.0311603 | Time: 1316.29 ms [2021-12-05 16:30:55 main:574] : INFO : Epoch 2033 | loss: 0.031152 | val_loss: 0.0311591 | Time: 1340.87 ms [2021-12-05 16:30:56 main:574] : INFO : Epoch 2034 | loss: 0.0311519 | val_loss: 0.0311597 | Time: 1331.37 ms [2021-12-05 16:30:57 main:574] : INFO : Epoch 2035 | loss: 0.0311517 | val_loss: 0.0311603 | Time: 1363.05 ms [2021-12-05 16:30:59 main:574] : INFO : Epoch 2036 | loss: 0.0311529 | val_loss: 0.0311601 | Time: 1328.23 ms [2021-12-05 16:31:00 main:574] : INFO : Epoch 2037 | loss: 0.0311516 | val_loss: 0.031161 | Time: 1346.62 ms [2021-12-05 16:31:01 main:574] : INFO : Epoch 2038 | loss: 0.0311518 | val_loss: 0.0311607 | Time: 1340.12 ms [2021-12-05 16:31:03 main:574] : INFO : Epoch 2039 | loss: 0.0311512 | val_loss: 0.0311596 | Time: 1393.19 ms [2021-12-05 16:31:04 main:574] : INFO : Epoch 2040 | loss: 0.0311504 | val_loss: 0.0311592 | Time: 1348.28 ms [2021-12-05 16:31:06 main:574] : INFO : Epoch 2041 | loss: 0.0311514 | val_loss: 0.0311619 | Time: 1347.11 ms [2021-12-05 16:31:07 main:574] : INFO : Epoch 2042 | loss: 0.0311509 | val_loss: 0.0311593 | Time: 1367.7 ms [2021-12-05 16:31:08 main:574] : INFO : Epoch 2043 | loss: 0.0311508 | val_loss: 0.0311706 | Time: 1370.57 ms [2021-12-05 16:31:10 main:574] : INFO : Epoch 2044 | loss: 0.0311611 | val_loss: 0.0311691 | Time: 1329.88 ms [2021-12-05 16:31:11 main:574] : INFO : Epoch 2045 | loss: 0.0311613 | val_loss: 0.0311667 | Time: 1317.69 ms [2021-12-05 16:31:12 main:574] : INFO : Epoch 2046 | loss: 0.031161 | val_loss: 0.0311677 | Time: 1331.1 ms [2021-12-05 16:31:14 main:574] : INFO : Epoch 2047 | loss: 0.0311607 | val_loss: 0.0311667 | Time: 1326.46 ms [2021-12-05 16:31:15 main:574] : INFO : Epoch 2048 | loss: 0.0311598 | val_loss: 0.0311675 | Time: 1331.23 ms [2021-12-05 16:31:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311675 [2021-12-05 16:31:15 main:603] : INFO : Saving end state to config to file [2021-12-05 16:31:15 main:608] : INFO : Success, exiting.. 16:31:15 (1420): 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)