Task 14340324
| Name | ParityModified-1647046821-21663-3-0_0 |
| Workunit | 11389830 |
| Created | 4 Apr 2022, 5:57:28 UTC |
| Sent | 9 Apr 2022, 8:46:36 UTC |
| Report deadline | 17 Apr 2022, 8:46:36 UTC |
| Received | 9 Apr 2022, 11:14:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16262 |
| Run time | 47 min 30 sec |
| CPU time | 46 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,073.77 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.32 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: 0.0311359 | val_loss: 0.0311416 | Time: 1375.91 ms [2022-04-09 12:45:17 main:574] : INFO : Epoch 1543 | loss: 0.0311346 | val_loss: 0.0311425 | Time: 1368.01 ms [2022-04-09 12:45:19 main:574] : INFO : Epoch 1544 | loss: 0.0311336 | val_loss: 0.0311405 | Time: 1356.61 ms [2022-04-09 12:45:20 main:574] : INFO : Epoch 1545 | loss: 0.0311338 | val_loss: 0.031144 | Time: 1371.9 ms [2022-04-09 12:45:21 main:574] : INFO : Epoch 1546 | loss: 0.0311372 | val_loss: 0.031146 | Time: 1349.95 ms [2022-04-09 12:45:23 main:574] : INFO : Epoch 1547 | loss: 0.0311357 | val_loss: 0.0311429 | Time: 1399.6 ms [2022-04-09 12:45:24 main:574] : INFO : Epoch 1548 | loss: 0.0311332 | val_loss: 0.0311414 | Time: 1344.83 ms [2022-04-09 12:45:26 main:574] : INFO : Epoch 1549 | loss: 0.0311322 | val_loss: 0.031142 | Time: 1388.66 ms [2022-04-09 12:45:27 main:574] : INFO : Epoch 1550 | loss: 0.0311333 | val_loss: 0.0311414 | Time: 1349.97 ms [2022-04-09 12:45:28 main:574] : INFO : Epoch 1551 | loss: 0.0311345 | val_loss: 0.0311414 | Time: 1403.82 ms [2022-04-09 12:45:30 main:574] : INFO : Epoch 1552 | loss: 0.0311332 | val_loss: 0.0311404 | Time: 1332.04 ms [2022-04-09 12:45:31 main:574] : INFO : Epoch 1553 | loss: 0.03113 | val_loss: 0.0311403 | Time: 1440.31 ms [2022-04-09 12:45:33 main:574] : INFO : Epoch 1554 | loss: 0.0311313 | val_loss: 0.0311419 | Time: 1329.81 ms [2022-04-09 12:45:34 main:574] : INFO : Epoch 1555 | loss: 0.0311307 | val_loss: 0.0311403 | Time: 1408.78 ms [2022-04-09 12:45:35 main:574] : INFO : Epoch 1556 | loss: 0.0311297 | val_loss: 0.0311401 | Time: 1348.88 ms [2022-04-09 12:45:37 main:574] : INFO : Epoch 1557 | loss: 0.0311296 | val_loss: 0.0311373 | Time: 1400.87 ms [2022-04-09 12:45:38 main:574] : INFO : Epoch 1558 | loss: 0.0311286 | val_loss: 0.0311381 | Time: 1345.69 ms [2022-04-09 12:45:39 main:574] : INFO : Epoch 1559 | loss: 0.0311284 | val_loss: 0.0311402 | Time: 1403.54 ms [2022-04-09 12:45:41 main:574] : INFO : Epoch 1560 | loss: 0.0311285 | val_loss: 0.0311382 | Time: 1348.74 ms [2022-04-09 12:45:42 main:574] : INFO : Epoch 1561 | loss: 0.0311294 | val_loss: 0.031138 | Time: 1411.76 ms [2022-04-09 12:45:44 main:574] : INFO : Epoch 1562 | loss: 0.0311341 | val_loss: 0.0311422 | Time: 1344.72 ms [2022-04-09 12:45:45 main:574] : INFO : Epoch 1563 | loss: 0.0311348 | val_loss: 0.0311412 | Time: 1381.63 ms [2022-04-09 12:45:46 main:574] : INFO : Epoch 1564 | loss: 0.0311308 | val_loss: 0.0311394 | Time: 1369.06 ms [2022-04-09 12:45:48 main:574] : INFO : Epoch 1565 | loss: 0.0311305 | val_loss: 0.0311413 | Time: 1376.4 ms [2022-04-09 12:45:49 main:574] : INFO : Epoch 1566 | loss: 0.0311313 | val_loss: 0.0311373 | Time: 1359.17 ms [2022-04-09 12:45:51 main:574] : INFO : Epoch 1567 | loss: 0.0311285 | val_loss: 0.0311402 | Time: 1382.67 ms [2022-04-09 12:45:52 main:574] : INFO : Epoch 1568 | loss: 0.0311282 | val_loss: 0.0311378 | Time: 1375.05 ms [2022-04-09 12:45:53 main:574] : INFO : Epoch 1569 | loss: 0.0311277 | val_loss: 0.0311389 | Time: 1354.16 ms [2022-04-09 12:45:55 main:574] : INFO : Epoch 1570 | loss: 0.0311278 | val_loss: 0.0311401 | Time: 1391.83 ms [2022-04-09 12:45:56 main:574] : INFO : Epoch 1571 | loss: 0.0311273 | val_loss: 0.0311406 | Time: 1363.14 ms [2022-04-09 12:45:57 main:574] : INFO : Epoch 1572 | loss: 0.031127 | val_loss: 0.0311385 | Time: 1383.55 ms [2022-04-09 12:45:59 main:574] : INFO : Epoch 1573 | loss: 0.0311269 | val_loss: 0.0311391 | Time: 1354.41 ms [2022-04-09 12:46:00 main:574] : INFO : Epoch 1574 | loss: 0.0311253 | val_loss: 0.0311392 | Time: 1398.96 ms [2022-04-09 12:46:02 main:574] : INFO : Epoch 1575 | loss: 0.0311266 | val_loss: 0.0311379 | Time: 1377.99 ms [2022-04-09 12:46:03 main:574] : INFO : Epoch 1576 | loss: 0.0311253 | val_loss: 0.0311387 | Time: 1387.14 ms [2022-04-09 12:46:04 main:574] : INFO : Epoch 1577 | loss: 0.0311253 | val_loss: 0.0311398 | Time: 1358.77 ms [2022-04-09 12:46:06 main:574] : INFO : Epoch 1578 | loss: 0.0311275 | val_loss: 0.0311373 | Time: 1394.82 ms [2022-04-09 12:46:07 main:574] : INFO : Epoch 1579 | loss: 0.0311263 | val_loss: 0.0311392 | Time: 1354.52 ms [2022-04-09 12:46:09 main:574] : INFO : Epoch 1580 | loss: 0.0311248 | val_loss: 0.0311391 | Time: 1399.15 ms [2022-04-09 12:46:10 main:574] : INFO : Epoch 1581 | loss: 0.0311255 | val_loss: 0.0311375 | Time: 1334.87 ms [2022-04-09 12:46:11 main:574] : INFO : Epoch 1582 | loss: 0.0311258 | val_loss: 0.0311479 | Time: 1402.84 ms [2022-04-09 12:46:13 main:574] : INFO : Epoch 1583 | loss: 0.0311294 | val_loss: 0.0311395 | Time: 1386.29 ms [2022-04-09 12:46:14 main:574] : INFO : Epoch 1584 | loss: 0.0311244 | val_loss: 0.0311383 | Time: 1402.48 ms [2022-04-09 12:46:16 main:574] : INFO : Epoch 1585 | loss: 0.031124 | val_loss: 0.0311401 | Time: 1342.84 ms [2022-04-09 12:46:17 main:574] : INFO : Epoch 1586 | loss: 0.0311268 | val_loss: 0.0311388 | Time: 1397.9 ms [2022-04-09 12:46:18 main:574] : INFO : Epoch 1587 | loss: 0.0311241 | val_loss: 0.0311386 | Time: 1345.5 ms [2022-04-09 12:46:20 main:574] : INFO : Epoch 1588 | loss: 0.0311238 | val_loss: 0.0311387 | Time: 1404.71 ms [2022-04-09 12:46:21 main:574] : INFO : Epoch 1589 | loss: 0.0311259 | val_loss: 0.0311423 | Time: 1335.05 ms [2022-04-09 12:46:23 main:574] : INFO : Epoch 1590 | loss: 0.0311259 | val_loss: 0.0311396 | Time: 1415.83 ms [2022-04-09 12:46:24 main:574] : INFO : Epoch 1591 | loss: 0.0311261 | val_loss: 0.0311385 | Time: 1333.84 ms [2022-04-09 12:46:25 main:574] : INFO : Epoch 1592 | loss: 0.0311274 | val_loss: 0.0311404 | Time: 1398.24 ms [2022-04-09 12:46:27 main:574] : INFO : Epoch 1593 | loss: 0.0311284 | val_loss: 0.0311403 | Time: 1347.19 ms [2022-04-09 12:46:28 main:574] : INFO : Epoch 1594 | loss: 0.0311282 | val_loss: 0.0311416 | Time: 1373.01 ms [2022-04-09 12:46:29 main:574] : INFO : Epoch 1595 | loss: 0.0311265 | val_loss: 0.0311411 | Time: 1382.07 ms [2022-04-09 12:46:31 main:574] : INFO : Epoch 1596 | loss: 0.0311264 | val_loss: 0.031139 | Time: 1379.66 ms [2022-04-09 12:46:32 main:574] : INFO : Epoch 1597 | loss: 0.0311256 | val_loss: 0.031152 | Time: 1376.05 ms [2022-04-09 12:46:34 main:574] : INFO : Epoch 1598 | loss: 0.0311279 | val_loss: 0.0311392 | Time: 1361.24 ms [2022-04-09 12:46:35 main:574] : INFO : Epoch 1599 | loss: 0.0311254 | val_loss: 0.0311416 | Time: 1393.16 ms [2022-04-09 12:46:36 main:574] : INFO : Epoch 1600 | loss: 0.0311243 | val_loss: 0.0311391 | Time: 1365.94 ms [2022-04-09 12:46:38 main:574] : INFO : Epoch 1601 | loss: 0.031124 | val_loss: 0.0311407 | Time: 1370.54 ms [2022-04-09 12:46:39 main:574] : INFO : Epoch 1602 | loss: 0.0311251 | val_loss: 0.0311457 | Time: 1373.34 ms [2022-04-09 12:46:40 main:574] : INFO : Epoch 1603 | loss: 0.0311283 | val_loss: 0.0311436 | Time: 1378.06 ms [2022-04-09 12:46:42 main:574] : INFO : Epoch 1604 | loss: 0.0311247 | val_loss: 0.0311421 | Time: 1374.53 ms [2022-04-09 12:46:43 main:574] : INFO : Epoch 1605 | loss: 0.031125 | val_loss: 0.0311478 | Time: 1393.37 ms [2022-04-09 12:46:45 main:574] : INFO : Epoch 1606 | loss: 0.0311315 | val_loss: 0.0311476 | Time: 1353.96 ms [2022-04-09 12:46:46 main:574] : INFO : Epoch 1607 | loss: 0.0311402 | val_loss: 0.0311473 | Time: 1416.36 ms [2022-04-09 12:46:47 main:574] : INFO : Epoch 1608 | loss: 0.0311382 | val_loss: 0.031146 | Time: 1343.91 ms [2022-04-09 12:46:49 main:574] : INFO : Epoch 1609 | loss: 0.031138 | val_loss: 0.0311442 | Time: 1405.12 ms [2022-04-09 12:46:50 main:574] : INFO : Epoch 1610 | loss: 0.0311387 | val_loss: 0.0311461 | Time: 1337.47 ms [2022-04-09 12:46:52 main:574] : INFO : Epoch 1611 | loss: 0.0311391 | val_loss: 0.0311476 | Time: 1396.79 ms [2022-04-09 12:46:53 main:574] : INFO : Epoch 1612 | loss: 0.0311533 | val_loss: 0.0312673 | Time: 1342.04 ms [2022-04-09 12:46:54 main:574] : INFO : Epoch 1613 | loss: 0.0382012 | val_loss: 0.0368065 | Time: 1405.08 ms [2022-04-09 12:46:56 main:574] : INFO : Epoch 1614 | loss: 0.0326838 | val_loss: 0.0315479 | Time: 1344.18 ms [2022-04-09 12:46:57 main:574] : INFO : Epoch 1615 | loss: 0.0313694 | val_loss: 0.0312821 | Time: 1400.12 ms [2022-04-09 12:46:59 main:574] : INFO : Epoch 1616 | loss: 0.0312524 | val_loss: 0.0312315 | Time: 1338.14 ms [2022-04-09 12:47:00 main:574] : INFO : Epoch 1617 | loss: 0.031224 | val_loss: 0.0312188 | Time: 1426.23 ms [2022-04-09 12:47:01 main:574] : INFO : Epoch 1618 | loss: 0.0312034 | val_loss: 0.0311922 | Time: 1333.43 ms [2022-04-09 12:47:03 main:574] : INFO : Epoch 1619 | loss: 0.0311913 | val_loss: 0.0311839 | Time: 1406.52 ms [2022-04-09 12:47:04 main:574] : INFO : Epoch 1620 | loss: 0.0311846 | val_loss: 0.0311794 | Time: 1338.93 ms [2022-04-09 12:47:05 main:574] : INFO : Epoch 1621 | loss: 0.0311829 | val_loss: 0.0311781 | Time: 1423.53 ms [2022-04-09 12:47:07 main:574] : INFO : Epoch 1622 | loss: 0.0311767 | val_loss: 0.0311724 | Time: 1345.82 ms [2022-04-09 12:47:08 main:574] : INFO : Epoch 1623 | loss: 0.0311754 | val_loss: 0.0311702 | Time: 1386.14 ms [2022-04-09 12:47:10 main:574] : INFO : Epoch 1624 | loss: 0.0311776 | val_loss: 0.0311672 | Time: 1375.4 ms [2022-04-09 12:47:11 main:574] : INFO : Epoch 1625 | loss: 0.0311684 | val_loss: 0.0311653 | Time: 1381.71 ms [2022-04-09 12:47:12 main:574] : INFO : Epoch 1626 | loss: 0.0311676 | val_loss: 0.0311652 | Time: 1360.9 ms [2022-04-09 12:47:14 main:574] : INFO : Epoch 1627 | loss: 0.0311681 | val_loss: 0.0311634 | Time: 1372.77 ms [2022-04-09 12:47:15 main:574] : INFO : Epoch 1628 | loss: 0.0311647 | val_loss: 0.0311636 | Time: 1375.1 ms [2022-04-09 12:47:17 main:574] : INFO : Epoch 1629 | loss: 0.0311651 | val_loss: 0.0311625 | Time: 1360.05 ms [2022-04-09 12:47:18 main:574] : INFO : Epoch 1630 | loss: 0.0311652 | val_loss: 0.0311609 | Time: 1395.83 ms [2022-04-09 12:47:19 main:574] : INFO : Epoch 1631 | loss: 0.0311649 | val_loss: 0.031162 | Time: 1350.09 ms [2022-04-09 12:47:21 main:574] : INFO : Epoch 1632 | loss: 0.0311642 | val_loss: 0.0311619 | Time: 1379.5 ms [2022-04-09 12:47:22 main:574] : INFO : Epoch 1633 | loss: 0.0311636 | val_loss: 0.0311614 | Time: 1356.72 ms [2022-04-09 12:47:23 main:574] : INFO : Epoch 1634 | loss: 0.0311656 | val_loss: 0.0311626 | Time: 1392.63 ms [2022-04-09 12:47:25 main:574] : INFO : Epoch 1635 | loss: 0.031164 | val_loss: 0.0311603 | Time: 1359.22 ms [2022-04-09 12:47:26 main:574] : INFO : Epoch 1636 | loss: 0.0311634 | val_loss: 0.0311589 | Time: 1393.81 ms [2022-04-09 12:47:28 main:574] : INFO : Epoch 1637 | loss: 0.0311632 | val_loss: 0.0311698 | Time: 1336.48 ms [2022-04-09 12:47:29 main:574] : INFO : Epoch 1638 | loss: 0.0311671 | val_loss: 0.0311621 | Time: 1417.14 ms [2022-04-09 12:47:30 main:574] : INFO : Epoch 1639 | loss: 0.0311642 | val_loss: 0.0311586 | Time: 1337.55 ms [2022-04-09 12:47:32 main:574] : INFO : Epoch 1640 | loss: 0.0311622 | val_loss: 0.0311573 | Time: 1404.43 ms [2022-04-09 12:47:33 main:574] : INFO : Epoch 1641 | loss: 0.0311619 | val_loss: 0.0311594 | Time: 1341.04 ms [2022-04-09 12:47:35 main:574] : INFO : Epoch 1642 | loss: 0.031164 | val_loss: 0.0311591 | Time: 1403.65 ms [2022-04-09 12:47:36 main:574] : INFO : Epoch 1643 | loss: 0.0311639 | val_loss: 0.0311589 | Time: 1338.26 ms [2022-04-09 12:47:37 main:574] : INFO : Epoch 1644 | loss: 0.0311622 | val_loss: 0.0311587 | Time: 1392.04 ms [2022-04-09 12:47:39 main:574] : INFO : Epoch 1645 | loss: 0.0311615 | val_loss: 0.0311699 | Time: 1364.19 ms [2022-04-09 12:47:40 main:574] : INFO : Epoch 1646 | loss: 0.0311661 | val_loss: 0.0311643 | Time: 1404.58 ms [2022-04-09 12:47:41 main:574] : INFO : Epoch 1647 | loss: 0.031161 | val_loss: 0.0311606 | Time: 1333.02 ms [2022-04-09 12:47:43 main:574] : INFO : Epoch 1648 | loss: 0.0311609 | val_loss: 0.0311595 | Time: 1381.36 ms [2022-04-09 12:47:44 main:574] : INFO : Epoch 1649 | loss: 0.0311603 | val_loss: 0.0311586 | Time: 1361.3 ms [2022-04-09 12:47:46 main:574] : INFO : Epoch 1650 | loss: 0.031163 | val_loss: 0.0311579 | Time: 1378.11 ms [2022-04-09 12:47:47 main:574] : INFO : Epoch 1651 | loss: 0.0311608 | val_loss: 0.0311581 | Time: 1378 ms [2022-04-09 12:47:48 main:574] : INFO : Epoch 1652 | loss: 0.0311592 | val_loss: 0.0311576 | Time: 1373.63 ms [2022-04-09 12:47:50 main:574] : INFO : Epoch 1653 | loss: 0.0311591 | val_loss: 0.0311573 | Time: 1365.4 ms [2022-04-09 12:47:51 main:574] : INFO : Epoch 1654 | loss: 0.031159 | val_loss: 0.0311597 | Time: 1382.5 ms [2022-04-09 12:47:53 main:574] : INFO : Epoch 1655 | loss: 0.0311614 | val_loss: 0.0311627 | Time: 1375.3 ms [2022-04-09 12:47:54 main:574] : INFO : Epoch 1656 | loss: 0.031162 | val_loss: 0.0311607 | Time: 1378.04 ms [2022-04-09 12:47:55 main:574] : INFO : Epoch 1657 | loss: 0.0311602 | val_loss: 0.0311598 | Time: 1374.92 ms [2022-04-09 12:47:57 main:574] : INFO : Epoch 1658 | loss: 0.03116 | val_loss: 0.0311595 | Time: 1356.96 ms [2022-04-09 12:47:58 main:574] : INFO : Epoch 1659 | loss: 0.0311582 | val_loss: 0.0311601 | Time: 1391.5 ms [2022-04-09 12:47:59 main:574] : INFO : Epoch 1660 | loss: 0.0311582 | val_loss: 0.0311595 | Time: 1348.15 ms [2022-04-09 12:48:01 main:574] : INFO : Epoch 1661 | loss: 0.0311586 | val_loss: 0.0311593 | Time: 1395.67 ms [2022-04-09 12:48:02 main:574] : INFO : Epoch 1662 | loss: 0.0311583 | val_loss: 0.0311587 | Time: 1357.71 ms [2022-04-09 12:48:04 main:574] : INFO : Epoch 1663 | loss: 0.0311579 | val_loss: 0.0311586 | Time: 1382.69 ms [2022-04-09 12:48:05 main:574] : INFO : Epoch 1664 | loss: 0.0311578 | val_loss: 0.0311594 | Time: 1346.75 ms [2022-04-09 12:48:06 main:574] : INFO : Epoch 1665 | loss: 0.0311594 | val_loss: 0.0311616 | Time: 1420.26 ms [2022-04-09 12:48:08 main:574] : INFO : Epoch 1666 | loss: 0.0311618 | val_loss: 0.0311631 | Time: 1327.16 ms [2022-04-09 12:48:09 main:574] : INFO : Epoch 1667 | loss: 0.031161 | val_loss: 0.0311591 | Time: 1419.61 ms [2022-04-09 12:48:11 main:574] : INFO : Epoch 1668 | loss: 0.0311581 | val_loss: 0.0311607 | Time: 1336.12 ms [2022-04-09 12:48:12 main:574] : INFO : Epoch 1669 | loss: 0.0311587 | val_loss: 0.0311608 | Time: 1398.53 ms [2022-04-09 12:48:13 main:574] : INFO : Epoch 1670 | loss: 0.0311596 | val_loss: 0.0311579 | Time: 1350.87 ms [2022-04-09 12:48:15 main:574] : INFO : Epoch 1671 | loss: 0.0311581 | val_loss: 0.0311586 | Time: 1412.16 ms [2022-04-09 12:48:16 main:574] : INFO : Epoch 1672 | loss: 0.0311596 | val_loss: 0.0311635 | Time: 1340.96 ms [2022-04-09 12:48:17 main:574] : INFO : Epoch 1673 | loss: 0.0311608 | val_loss: 0.0311633 | Time: 1386.53 ms [2022-04-09 12:48:19 main:574] : INFO : Epoch 1674 | loss: 0.0311595 | val_loss: 0.0311572 | Time: 1339.66 ms [2022-04-09 12:48:20 main:574] : INFO : Epoch 1675 | loss: 0.0311564 | val_loss: 0.0311575 | Time: 1402.17 ms [2022-04-09 12:48:22 main:574] : INFO : Epoch 1676 | loss: 0.031158 | val_loss: 0.0311616 | Time: 1351.4 ms [2022-04-09 12:48:23 main:574] : INFO : Epoch 1677 | loss: 0.0311618 | val_loss: 0.0311669 | Time: 1387.7 ms [2022-04-09 12:48:24 main:574] : INFO : Epoch 1678 | loss: 0.0311587 | val_loss: 0.0311602 | Time: 1355.07 ms [2022-04-09 12:48:26 main:574] : INFO : Epoch 1679 | loss: 0.0311581 | val_loss: 0.0311576 | Time: 1374.18 ms [2022-04-09 12:48:27 main:574] : INFO : Epoch 1680 | loss: 0.0311592 | val_loss: 0.031175 | Time: 1368.16 ms [2022-04-09 12:48:29 main:574] : INFO : Epoch 1681 | loss: 0.0311604 | val_loss: 0.0311586 | Time: 1377.62 ms [2022-04-09 12:48:30 main:574] : INFO : Epoch 1682 | loss: 0.0311575 | val_loss: 0.0311617 | Time: 1358.65 ms [2022-04-09 12:48:31 main:574] : INFO : Epoch 1683 | loss: 0.0311573 | val_loss: 0.0311583 | Time: 1387.3 ms [2022-04-09 12:48:33 main:574] : INFO : Epoch 1684 | loss: 0.0311578 | val_loss: 0.0311576 | Time: 1356.38 ms [2022-04-09 12:48:34 main:574] : INFO : Epoch 1685 | loss: 0.0311554 | val_loss: 0.0311594 | Time: 1380.75 ms [2022-04-09 12:48:35 main:574] : INFO : Epoch 1686 | loss: 0.031155 | val_loss: 0.0311587 | Time: 1385.84 ms [2022-04-09 12:48:37 main:574] : INFO : Epoch 1687 | loss: 0.031156 | val_loss: 0.0311579 | Time: 1370.69 ms [2022-04-09 12:48:38 main:574] : INFO : Epoch 1688 | loss: 0.0311552 | val_loss: 0.0311584 | Time: 1401.31 ms [2022-04-09 12:48:40 main:574] : INFO : Epoch 1689 | loss: 0.031156 | val_loss: 0.0311578 | Time: 1352.56 ms [2022-04-09 12:48:41 main:574] : INFO : Epoch 1690 | loss: 0.0311553 | val_loss: 0.03116 | Time: 1409.49 ms [2022-04-09 12:48:42 main:574] : INFO : Epoch 1691 | loss: 0.0311586 | val_loss: 0.0311632 | Time: 1339.77 ms [2022-04-09 12:48:44 main:574] : INFO : Epoch 1692 | loss: 0.0311575 | val_loss: 0.0311581 | Time: 1403.57 ms [2022-04-09 12:48:45 main:574] : INFO : Epoch 1693 | loss: 0.031156 | val_loss: 0.0311574 | Time: 1350.58 ms [2022-04-09 12:48:47 main:574] : INFO : Epoch 1694 | loss: 0.0311546 | val_loss: 0.0311588 | Time: 1407.49 ms [2022-04-09 12:48:48 main:574] : INFO : Epoch 1695 | loss: 0.0311553 | val_loss: 0.0311584 | Time: 1335.29 ms [2022-04-09 12:48:49 main:574] : INFO : Epoch 1696 | loss: 0.0311552 | val_loss: 0.0311574 | Time: 1424.88 ms [2022-04-09 12:48:51 main:574] : INFO : Epoch 1697 | loss: 0.0311559 | val_loss: 0.0311588 | Time: 1338.03 ms [2022-04-09 12:48:52 main:574] : INFO : Epoch 1698 | loss: 0.031156 | val_loss: 0.031157 | Time: 1401.61 ms [2022-04-09 12:48:53 main:574] : INFO : Epoch 1699 | loss: 0.0311553 | val_loss: 0.0311559 | Time: 1338.56 ms [2022-04-09 12:48:55 main:574] : INFO : Epoch 1700 | loss: 0.0311563 | val_loss: 0.0311626 | Time: 1402.8 ms [2022-04-09 12:48:56 main:574] : INFO : Epoch 1701 | loss: 0.0311611 | val_loss: 0.0311608 | Time: 1362.7 ms [2022-04-09 12:48:58 main:574] : INFO : Epoch 1702 | loss: 0.0311591 | val_loss: 0.0311607 | Time: 1399.38 ms [2022-04-09 12:48:59 main:574] : INFO : Epoch 1703 | loss: 0.0311576 | val_loss: 0.0311634 | Time: 1355.71 ms [2022-04-09 12:49:00 main:574] : INFO : Epoch 1704 | loss: 0.03116 | val_loss: 0.031164 | Time: 1390.97 ms [2022-04-09 12:49:02 main:574] : INFO : Epoch 1705 | loss: 0.0311631 | val_loss: 0.0311635 | Time: 1356.57 ms [2022-04-09 12:49:03 main:574] : INFO : Epoch 1706 | loss: 0.0311578 | val_loss: 0.0311587 | Time: 1393.4 ms [2022-04-09 12:49:05 main:574] : INFO : Epoch 1707 | loss: 0.0311565 | val_loss: 0.031159 | Time: 1351.94 ms [2022-04-09 12:49:06 main:574] : INFO : Epoch 1708 | loss: 0.0311547 | val_loss: 0.0311575 | Time: 1386.36 ms [2022-04-09 12:49:07 main:574] : INFO : Epoch 1709 | loss: 0.0311534 | val_loss: 0.0311604 | Time: 1368.6 ms [2022-04-09 12:49:09 main:574] : INFO : Epoch 1710 | loss: 0.0311566 | val_loss: 0.0311595 | Time: 1368.55 ms [2022-04-09 12:49:10 main:574] : INFO : Epoch 1711 | loss: 0.0311587 | val_loss: 0.0311676 | Time: 1360.99 ms [2022-04-09 12:49:12 main:574] : INFO : Epoch 1712 | loss: 0.0311538 | val_loss: 0.0311544 | Time: 1383.16 ms [2022-04-09 12:49:13 main:574] : INFO : Epoch 1713 | loss: 0.031151 | val_loss: 0.0311536 | Time: 1370.77 ms [2022-04-09 12:49:14 main:574] : INFO : Epoch 1714 | loss: 0.0311508 | val_loss: 0.0311518 | Time: 1368.31 ms [2022-04-09 12:49:16 main:574] : INFO : Epoch 1715 | loss: 0.0311508 | val_loss: 0.0311509 | Time: 1381.49 ms [2022-04-09 12:49:17 main:574] : INFO : Epoch 1716 | loss: 0.0311494 | val_loss: 0.0311498 | Time: 1360.27 ms [2022-04-09 12:49:18 main:574] : INFO : Epoch 1717 | loss: 0.031149 | val_loss: 0.0311559 | Time: 1394.12 ms [2022-04-09 12:49:20 main:574] : INFO : Epoch 1718 | loss: 0.0311479 | val_loss: 0.031149 | Time: 1350.6 ms [2022-04-09 12:49:21 main:574] : INFO : Epoch 1719 | loss: 0.0311478 | val_loss: 0.0311538 | Time: 1386.77 ms [2022-04-09 12:49:23 main:574] : INFO : Epoch 1720 | loss: 0.031147 | val_loss: 0.0311495 | Time: 1353.2 ms [2022-04-09 12:49:24 main:574] : INFO : Epoch 1721 | loss: 0.0311476 | val_loss: 0.0311541 | Time: 1392.93 ms [2022-04-09 12:49:25 main:574] : INFO : Epoch 1722 | loss: 0.0311486 | val_loss: 0.0311494 | Time: 1336.77 ms [2022-04-09 12:49:27 main:574] : INFO : Epoch 1723 | loss: 0.0311468 | val_loss: 0.0311516 | Time: 1407.58 ms [2022-04-09 12:49:28 main:574] : INFO : Epoch 1724 | loss: 0.031147 | val_loss: 0.0311563 | Time: 1336.3 ms [2022-04-09 12:49:30 main:574] : INFO : Epoch 1725 | loss: 0.0311477 | val_loss: 0.031152 | Time: 1426.79 ms [2022-04-09 12:49:31 main:574] : INFO : Epoch 1726 | loss: 0.0311446 | val_loss: 0.0311545 | Time: 1353.82 ms [2022-04-09 12:49:32 main:574] : INFO : Epoch 1727 | loss: 0.0311446 | val_loss: 0.0311491 | Time: 1433.59 ms [2022-04-09 12:49:34 main:574] : INFO : Epoch 1728 | loss: 0.0311436 | val_loss: 0.0311459 | Time: 1328.23 ms [2022-04-09 12:49:35 main:574] : INFO : Epoch 1729 | loss: 0.0311416 | val_loss: 0.0311455 | Time: 1403.97 ms [2022-04-09 12:49:37 main:574] : INFO : Epoch 1730 | loss: 0.0311409 | val_loss: 0.0311463 | Time: 1340.63 ms [2022-04-09 12:49:38 main:574] : INFO : Epoch 1731 | loss: 0.0311407 | val_loss: 0.0311435 | Time: 1399.77 ms [2022-04-09 12:49:39 main:574] : INFO : Epoch 1732 | loss: 0.0311456 | val_loss: 0.0311465 | Time: 1353.82 ms [2022-04-09 12:49:41 main:574] : INFO : Epoch 1733 | loss: 0.0311483 | val_loss: 0.0311536 | Time: 1393.52 ms [2022-04-09 12:49:42 main:574] : INFO : Epoch 1734 | loss: 0.0311455 | val_loss: 0.031148 | Time: 1344.78 ms [2022-04-09 12:49:43 main:574] : INFO : Epoch 1735 | loss: 0.0311409 | val_loss: 0.0311444 | Time: 1397.99 ms [2022-04-09 12:49:45 main:574] : INFO : Epoch 1736 | loss: 0.0311403 | val_loss: 0.0311446 | Time: 1353.19 ms [2022-04-09 12:49:46 main:574] : INFO : Epoch 1737 | loss: 0.0311394 | val_loss: 0.0311495 | Time: 1390.72 ms [2022-04-09 12:49:48 main:574] : INFO : Epoch 1738 | loss: 0.0311415 | val_loss: 0.0311477 | Time: 1353.88 ms [2022-04-09 12:49:49 main:574] : INFO : Epoch 1739 | loss: 0.0311442 | val_loss: 0.0311533 | Time: 1366.86 ms [2022-04-09 12:49:50 main:574] : INFO : Epoch 1740 | loss: 0.0311509 | val_loss: 0.0311562 | Time: 1382.4 ms [2022-04-09 12:49:52 main:574] : INFO : Epoch 1741 | loss: 0.0311527 | val_loss: 0.0311533 | Time: 1377.35 ms [2022-04-09 12:49:53 main:574] : INFO : Epoch 1742 | loss: 0.0311519 | val_loss: 0.0311531 | Time: 1368.79 ms [2022-04-09 12:49:55 main:574] : INFO : Epoch 1743 | loss: 0.0311522 | val_loss: 0.031155 | Time: 1375.88 ms [2022-04-09 12:49:56 main:574] : INFO : Epoch 1744 | loss: 0.0311516 | val_loss: 0.03115 | Time: 1384.5 ms [2022-04-09 12:49:57 main:574] : INFO : Epoch 1745 | loss: 0.0311503 | val_loss: 0.0311473 | Time: 1371.08 ms [2022-04-09 12:49:59 main:574] : INFO : Epoch 1746 | loss: 0.0311501 | val_loss: 0.0311494 | Time: 1378.94 ms [2022-04-09 12:50:00 main:574] : INFO : Epoch 1747 | loss: 0.0311498 | val_loss: 0.0311511 | Time: 1360.73 ms [2022-04-09 12:50:01 main:574] : INFO : Epoch 1748 | loss: 0.0311494 | val_loss: 0.0311464 | Time: 1397.27 ms [2022-04-09 12:50:03 main:574] : INFO : Epoch 1749 | loss: 0.031148 | val_loss: 0.0311535 | Time: 1341.62 ms [2022-04-09 12:50:04 main:574] : INFO : Epoch 1750 | loss: 0.0311481 | val_loss: 0.0311459 | Time: 1409.23 ms [2022-04-09 12:50:06 main:574] : INFO : Epoch 1751 | loss: 0.0311459 | val_loss: 0.0311442 | Time: 1335.26 ms [2022-04-09 12:50:07 main:574] : INFO : Epoch 1752 | loss: 0.0311465 | val_loss: 0.031147 | Time: 1404.52 ms [2022-04-09 12:50:08 main:574] : INFO : Epoch 1753 | loss: 0.0311461 | val_loss: 0.0311449 | Time: 1336.42 ms [2022-04-09 12:50:10 main:574] : INFO : Epoch 1754 | loss: 0.0311447 | val_loss: 0.0311441 | Time: 1428.35 ms [2022-04-09 12:50:11 main:574] : INFO : Epoch 1755 | loss: 0.0311432 | val_loss: 0.0311426 | Time: 1430.12 ms [2022-04-09 12:50:13 main:574] : INFO : Epoch 1756 | loss: 0.0311464 | val_loss: 0.0311497 | Time: 1422.06 ms [2022-04-09 12:50:14 main:574] : INFO : Epoch 1757 | loss: 0.0311473 | val_loss: 0.0311484 | Time: 1362.21 ms [2022-04-09 12:50:15 main:574] : INFO : Epoch 1758 | loss: 0.0311431 | val_loss: 0.0311457 | Time: 1408.61 ms [2022-04-09 12:50:17 main:574] : INFO : Epoch 1759 | loss: 0.0311424 | val_loss: 0.031145 | Time: 1325.83 ms [2022-04-09 12:50:18 main:574] : INFO : Epoch 1760 | loss: 0.031143 | val_loss: 0.0311505 | Time: 1392.81 ms [2022-04-09 12:50:20 main:574] : INFO : Epoch 1761 | loss: 0.0311438 | val_loss: 0.0311465 | Time: 1362.27 ms [2022-04-09 12:50:21 main:574] : INFO : Epoch 1762 | loss: 0.0311451 | val_loss: 0.031147 | Time: 1394.36 ms [2022-04-09 12:50:22 main:574] : INFO : Epoch 1763 | loss: 0.0311442 | val_loss: 0.0311441 | Time: 1350.37 ms [2022-04-09 12:50:24 main:574] : INFO : Epoch 1764 | loss: 0.0311444 | val_loss: 0.0311465 | Time: 1380.58 ms [2022-04-09 12:50:25 main:574] : INFO : Epoch 1765 | loss: 0.0311447 | val_loss: 0.0311583 | Time: 1360.48 ms [2022-04-09 12:50:26 main:574] : INFO : Epoch 1766 | loss: 0.0311471 | val_loss: 0.0311433 | Time: 1376.09 ms [2022-04-09 12:50:28 main:574] : INFO : Epoch 1767 | loss: 0.031141 | val_loss: 0.0311399 | Time: 1357.99 ms [2022-04-09 12:50:29 main:574] : INFO : Epoch 1768 | loss: 0.0311401 | val_loss: 0.0311384 | Time: 1440.97 ms [2022-04-09 12:50:31 main:574] : INFO : Epoch 1769 | loss: 0.0311377 | val_loss: 0.03114 | Time: 1380.7 ms [2022-04-09 12:50:32 main:574] : INFO : Epoch 1770 | loss: 0.031136 | val_loss: 0.0311379 | Time: 1393 ms [2022-04-09 12:50:33 main:574] : INFO : Epoch 1771 | loss: 0.0311378 | val_loss: 0.0311388 | Time: 1363.44 ms [2022-04-09 12:50:35 main:574] : INFO : Epoch 1772 | loss: 0.0311441 | val_loss: 0.0311558 | Time: 1384.13 ms [2022-04-09 12:50:36 main:574] : INFO : Epoch 1773 | loss: 0.0311384 | val_loss: 0.0311448 | Time: 1383.18 ms [2022-04-09 12:50:38 main:574] : INFO : Epoch 1774 | loss: 0.0311381 | val_loss: 0.0311384 | Time: 1359.41 ms [2022-04-09 12:50:39 main:574] : INFO : Epoch 1775 | loss: 0.0311349 | val_loss: 0.0311393 | Time: 1386.15 ms [2022-04-09 12:50:40 main:574] : INFO : Epoch 1776 | loss: 0.0311338 | val_loss: 0.0311405 | Time: 1358.57 ms [2022-04-09 12:50:42 main:574] : INFO : Epoch 1777 | loss: 0.0311344 | val_loss: 0.0311383 | Time: 1371.98 ms [2022-04-09 12:50:43 main:574] : INFO : Epoch 1778 | loss: 0.0311366 | val_loss: 0.0311403 | Time: 1365.09 ms [2022-04-09 12:50:45 main:574] : INFO : Epoch 1779 | loss: 0.0311334 | val_loss: 0.0311443 | Time: 1381.34 ms [2022-04-09 12:50:46 main:574] : INFO : Epoch 1780 | loss: 0.0311355 | val_loss: 0.0311385 | Time: 1365.15 ms [2022-04-09 12:50:47 main:574] : INFO : Epoch 1781 | loss: 0.0311327 | val_loss: 0.0311376 | Time: 1398.61 ms [2022-04-09 12:50:49 main:574] : INFO : Epoch 1782 | loss: 0.0311325 | val_loss: 0.0311399 | Time: 1358.6 ms [2022-04-09 12:50:50 main:574] : INFO : Epoch 1783 | loss: 0.0311359 | val_loss: 0.0311365 | Time: 1400.4 ms [2022-04-09 12:50:51 main:574] : INFO : Epoch 1784 | loss: 0.0311325 | val_loss: 0.0311363 | Time: 1343.97 ms [2022-04-09 12:50:53 main:574] : INFO : Epoch 1785 | loss: 0.0311326 | val_loss: 0.0311384 | Time: 1403.61 ms [2022-04-09 12:50:54 main:574] : INFO : Epoch 1786 | loss: 0.0311321 | val_loss: 0.0311378 | Time: 1330.54 ms [2022-04-09 12:50:56 main:574] : INFO : Epoch 1787 | loss: 0.0311416 | val_loss: 0.0311478 | Time: 1422.16 ms [2022-04-09 12:50:57 main:574] : INFO : Epoch 1788 | loss: 0.031151 | val_loss: 0.0311501 | Time: 1361.74 ms [2022-04-09 12:50:58 main:574] : INFO : Epoch 1789 | loss: 0.0311507 | val_loss: 0.0311487 | Time: 1405.41 ms [2022-04-09 12:51:00 main:574] : INFO : Epoch 1790 | loss: 0.0311484 | val_loss: 0.0311465 | Time: 1340.94 ms [2022-04-09 12:51:01 main:574] : INFO : Epoch 1791 | loss: 0.0311459 | val_loss: 0.0311585 | Time: 1392.15 ms [2022-04-09 12:51:03 main:574] : INFO : Epoch 1792 | loss: 0.0311469 | val_loss: 0.0311452 | Time: 1341.05 ms [2022-04-09 12:51:04 main:574] : INFO : Epoch 1793 | loss: 0.0311424 | val_loss: 0.0311467 | Time: 1389.42 ms [2022-04-09 12:51:05 main:574] : INFO : Epoch 1794 | loss: 0.031142 | val_loss: 0.0311445 | Time: 1363.47 ms [2022-04-09 12:51:07 main:574] : INFO : Epoch 1795 | loss: 0.03114 | val_loss: 0.0311408 | Time: 1386.97 ms [2022-04-09 12:51:08 main:574] : INFO : Epoch 1796 | loss: 0.0311384 | val_loss: 0.0311412 | Time: 1349.05 ms [2022-04-09 12:51:10 main:574] : INFO : Epoch 1797 | loss: 0.0311369 | val_loss: 0.0311411 | Time: 1373.6 ms [2022-04-09 12:51:11 main:574] : INFO : Epoch 1798 | loss: 0.0311356 | val_loss: 0.0311398 | Time: 1384.74 ms [2022-04-09 12:51:12 main:574] : INFO : Epoch 1799 | loss: 0.0311352 | val_loss: 0.031142 | Time: 1367.85 ms [2022-04-09 12:51:14 main:574] : INFO : Epoch 1800 | loss: 0.0311356 | val_loss: 0.0311429 | Time: 1392.2 ms [2022-04-09 12:51:15 main:574] : INFO : Epoch 1801 | loss: 0.0311333 | val_loss: 0.0311412 | Time: 1354.93 ms [2022-04-09 12:51:16 main:574] : INFO : Epoch 1802 | loss: 0.0311346 | val_loss: 0.0311407 | Time: 1376.74 ms [2022-04-09 12:51:18 main:574] : INFO : Epoch 1803 | loss: 0.0311354 | val_loss: 0.0311388 | Time: 1369.74 ms [2022-04-09 12:51:19 main:574] : INFO : Epoch 1804 | loss: 0.0311329 | val_loss: 0.031144 | Time: 1379.33 ms [2022-04-09 12:51:21 main:574] : INFO : Epoch 1805 | loss: 0.0311352 | val_loss: 0.0311398 | Time: 1355.34 ms [2022-04-09 12:51:22 main:574] : INFO : Epoch 1806 | loss: 0.0311352 | val_loss: 0.0311382 | Time: 1381.89 ms [2022-04-09 12:51:23 main:574] : INFO : Epoch 1807 | loss: 0.031133 | val_loss: 0.0311378 | Time: 1363.94 ms [2022-04-09 12:51:25 main:574] : INFO : Epoch 1808 | loss: 0.0311328 | val_loss: 0.0311381 | Time: 1383.55 ms [2022-04-09 12:51:26 main:574] : INFO : Epoch 1809 | loss: 0.0311328 | val_loss: 0.0311407 | Time: 1340.84 ms [2022-04-09 12:51:28 main:574] : INFO : Epoch 1810 | loss: 0.0311343 | val_loss: 0.0311374 | Time: 1416.27 ms [2022-04-09 12:51:29 main:574] : INFO : Epoch 1811 | loss: 0.0311339 | val_loss: 0.0311379 | Time: 1366.37 ms [2022-04-09 12:51:30 main:574] : INFO : Epoch 1812 | loss: 0.0311335 | val_loss: 0.0311404 | Time: 1409.31 ms [2022-04-09 12:51:32 main:574] : INFO : Epoch 1813 | loss: 0.0311349 | val_loss: 0.0311378 | Time: 1346.05 ms [2022-04-09 12:51:33 main:574] : INFO : Epoch 1814 | loss: 0.0311358 | val_loss: 0.0311373 | Time: 1402.41 ms [2022-04-09 12:51:34 main:574] : INFO : Epoch 1815 | loss: 0.0311326 | val_loss: 0.0311402 | Time: 1324.61 ms [2022-04-09 12:51:36 main:574] : INFO : Epoch 1816 | loss: 0.031133 | val_loss: 0.0311367 | Time: 1422.83 ms [2022-04-09 12:51:37 main:574] : INFO : Epoch 1817 | loss: 0.0311319 | val_loss: 0.0311354 | Time: 1330.05 ms [2022-04-09 12:51:39 main:574] : INFO : Epoch 1818 | loss: 0.0311309 | val_loss: 0.031135 | Time: 1391.35 ms [2022-04-09 12:51:40 main:574] : INFO : Epoch 1819 | loss: 0.0311316 | val_loss: 0.0311357 | Time: 1354.43 ms [2022-04-09 12:51:41 main:574] : INFO : Epoch 1820 | loss: 0.0311308 | val_loss: 0.0311425 | Time: 1392.19 ms [2022-04-09 12:51:43 main:574] : INFO : Epoch 1821 | loss: 0.0311318 | val_loss: 0.0311366 | Time: 1350.56 ms [2022-04-09 12:51:44 main:574] : INFO : Epoch 1822 | loss: 0.0311312 | val_loss: 0.0311372 | Time: 1397.6 ms [2022-04-09 12:51:45 main:574] : INFO : Epoch 1823 | loss: 0.0311303 | val_loss: 0.0311403 | Time: 1344.8 ms [2022-04-09 12:51:47 main:574] : INFO : Epoch 1824 | loss: 0.0311309 | val_loss: 0.0311405 | Time: 1401.35 ms [2022-04-09 12:51:48 main:574] : INFO : Epoch 1825 | loss: 0.0311316 | val_loss: 0.0311376 | Time: 1347.92 ms [2022-04-09 12:51:50 main:574] : INFO : Epoch 1826 | loss: 0.0311324 | val_loss: 0.0311383 | Time: 1387.38 ms [2022-04-09 12:51:51 main:574] : INFO : Epoch 1827 | loss: 0.0311309 | val_loss: 0.0311363 | Time: 1371.27 ms [2022-04-09 12:51:52 main:574] : INFO : Epoch 1828 | loss: 0.0311317 | val_loss: 0.0311396 | Time: 1366.36 ms [2022-04-09 12:51:54 main:574] : INFO : Epoch 1829 | loss: 0.0311334 | val_loss: 0.0311355 | Time: 1369.78 ms [2022-04-09 12:51:55 main:574] : INFO : Epoch 1830 | loss: 0.03113 | val_loss: 0.0311383 | Time: 1357.14 ms [2022-04-09 12:51:57 main:574] : INFO : Epoch 1831 | loss: 0.0311292 | val_loss: 0.0311373 | Time: 1401.15 ms [2022-04-09 12:51:58 main:574] : INFO : Epoch 1832 | loss: 0.0311292 | val_loss: 0.031135 | Time: 1349.33 ms [2022-04-09 12:51:59 main:574] : INFO : Epoch 1833 | loss: 0.0311301 | val_loss: 0.0311356 | Time: 1381.36 ms [2022-04-09 12:52:01 main:574] : INFO : Epoch 1834 | loss: 0.0311302 | val_loss: 0.0311388 | Time: 1352.86 ms [2022-04-09 12:52:02 main:574] : INFO : Epoch 1835 | loss: 0.0311301 | val_loss: 0.0311358 | Time: 1385.05 ms [2022-04-09 12:52:03 main:574] : INFO : Epoch 1836 | loss: 0.0311289 | val_loss: 0.0311377 | Time: 1344.06 ms [2022-04-09 12:52:05 main:574] : INFO : Epoch 1837 | loss: 0.0311289 | val_loss: 0.0311369 | Time: 1399.76 ms [2022-04-09 12:52:06 main:574] : INFO : Epoch 1838 | loss: 0.0311275 | val_loss: 0.0311392 | Time: 1343.21 ms [2022-04-09 12:52:08 main:574] : INFO : Epoch 1839 | loss: 0.0311284 | val_loss: 0.0311414 | Time: 1396.79 ms [2022-04-09 12:52:09 main:574] : INFO : Epoch 1840 | loss: 0.0311336 | val_loss: 0.0311397 | Time: 1336.25 ms [2022-04-09 12:52:10 main:574] : INFO : Epoch 1841 | loss: 0.0311357 | val_loss: 0.0311405 | Time: 1422.55 ms [2022-04-09 12:52:12 main:574] : INFO : Epoch 1842 | loss: 0.0311288 | val_loss: 0.0311367 | Time: 1332.84 ms [2022-04-09 12:52:13 main:574] : INFO : Epoch 1843 | loss: 0.0311275 | val_loss: 0.0311384 | Time: 1391.56 ms [2022-04-09 12:52:15 main:574] : INFO : Epoch 1844 | loss: 0.0311264 | val_loss: 0.0311384 | Time: 1339.02 ms [2022-04-09 12:52:16 main:574] : INFO : Epoch 1845 | loss: 0.0311277 | val_loss: 0.0311362 | Time: 1396.61 ms [2022-04-09 12:52:17 main:574] : INFO : Epoch 1846 | loss: 0.0311267 | val_loss: 0.0311364 | Time: 1347.54 ms [2022-04-09 12:52:19 main:574] : INFO : Epoch 1847 | loss: 0.0311272 | val_loss: 0.0311392 | Time: 1390.41 ms [2022-04-09 12:52:20 main:574] : INFO : Epoch 1848 | loss: 0.0311287 | val_loss: 0.0311415 | Time: 1334.1 ms [2022-04-09 12:52:21 main:574] : INFO : Epoch 1849 | loss: 0.0311321 | val_loss: 0.0311415 | Time: 1408.6 ms [2022-04-09 12:52:23 main:574] : INFO : Epoch 1850 | loss: 0.0311303 | val_loss: 0.0311382 | Time: 1352.22 ms [2022-04-09 12:52:24 main:574] : INFO : Epoch 1851 | loss: 0.0311291 | val_loss: 0.0311345 | Time: 1368.45 ms [2022-04-09 12:52:26 main:574] : INFO : Epoch 1852 | loss: 0.0311306 | val_loss: 0.0311369 | Time: 1383.27 ms [2022-04-09 12:52:27 main:574] : INFO : Epoch 1853 | loss: 0.0311304 | val_loss: 0.031136 | Time: 1368.34 ms [2022-04-09 12:52:28 main:574] : INFO : Epoch 1854 | loss: 0.0311279 | val_loss: 0.0311353 | Time: 1382.04 ms [2022-04-09 12:52:30 main:574] : INFO : Epoch 1855 | loss: 0.0311287 | val_loss: 0.0311358 | Time: 1362.98 ms [2022-04-09 12:52:31 main:574] : INFO : Epoch 1856 | loss: 0.0311295 | val_loss: 0.031137 | Time: 1365.62 ms [2022-04-09 12:52:32 main:574] : INFO : Epoch 1857 | loss: 0.0311328 | val_loss: 0.031135 | Time: 1358.8 ms [2022-04-09 12:52:34 main:574] : INFO : Epoch 1858 | loss: 0.0311269 | val_loss: 0.0311344 | Time: 1390.09 ms [2022-04-09 12:52:35 main:574] : INFO : Epoch 1859 | loss: 0.0311263 | val_loss: 0.0311327 | Time: 1376.08 ms [2022-04-09 12:52:37 main:574] : INFO : Epoch 1860 | loss: 0.0311304 | val_loss: 0.0311363 | Time: 1383.79 ms [2022-04-09 12:52:38 main:574] : INFO : Epoch 1861 | loss: 0.0311288 | val_loss: 0.0311336 | Time: 1365.93 ms [2022-04-09 12:52:39 main:574] : INFO : Epoch 1862 | loss: 0.0311293 | val_loss: 0.0311416 | Time: 1391 ms [2022-04-09 12:52:41 main:574] : INFO : Epoch 1863 | loss: 0.0311273 | val_loss: 0.0311326 | Time: 1326.25 ms [2022-04-09 12:52:42 main:574] : INFO : Epoch 1864 | loss: 0.0311266 | val_loss: 0.0311326 | Time: 1418.13 ms [2022-04-09 12:52:44 main:574] : INFO : Epoch 1865 | loss: 0.0311284 | val_loss: 0.031134 | Time: 1340.3 ms [2022-04-09 12:52:45 main:574] : INFO : Epoch 1866 | loss: 0.0311253 | val_loss: 0.0311345 | Time: 1398.77 ms [2022-04-09 12:52:46 main:574] : INFO : Epoch 1867 | loss: 0.0311264 | val_loss: 0.0311341 | Time: 1338.91 ms [2022-04-09 12:52:48 main:574] : INFO : Epoch 1868 | loss: 0.0311258 | val_loss: 0.0311367 | Time: 1401.05 ms [2022-04-09 12:52:49 main:574] : INFO : Epoch 1869 | loss: 0.0311261 | val_loss: 0.0311366 | Time: 1341.36 ms [2022-04-09 12:52:51 main:574] : INFO : Epoch 1870 | loss: 0.0311253 | val_loss: 0.0311364 | Time: 1393.13 ms [2022-04-09 12:52:52 main:574] : INFO : Epoch 1871 | loss: 0.031124 | val_loss: 0.03114 | Time: 1345.95 ms [2022-04-09 12:52:53 main:574] : INFO : Epoch 1872 | loss: 0.0311254 | val_loss: 0.0311387 | Time: 1400.79 ms [2022-04-09 12:52:55 main:574] : INFO : Epoch 1873 | loss: 0.0311295 | val_loss: 0.0311394 | Time: 1346.05 ms [2022-04-09 12:52:56 main:574] : INFO : Epoch 1874 | loss: 0.0311303 | val_loss: 0.0311371 | Time: 1384.17 ms [2022-04-09 12:52:57 main:574] : INFO : Epoch 1875 | loss: 0.0311312 | val_loss: 0.0311408 | Time: 1336.61 ms [2022-04-09 12:52:59 main:574] : INFO : Epoch 1876 | loss: 0.0311299 | val_loss: 0.0311378 | Time: 1372.57 ms [2022-04-09 12:53:00 main:574] : INFO : Epoch 1877 | loss: 0.0311259 | val_loss: 0.031137 | Time: 1361.94 ms [2022-04-09 12:53:02 main:574] : INFO : Epoch 1878 | loss: 0.031125 | val_loss: 0.0311379 | Time: 1381.29 ms [2022-04-09 12:53:03 main:574] : INFO : Epoch 1879 | loss: 0.0311251 | val_loss: 0.0311385 | Time: 1356.84 ms [2022-04-09 12:53:04 main:574] : INFO : Epoch 1880 | loss: 0.031124 | val_loss: 0.0311411 | Time: 1362.68 ms [2022-04-09 12:53:06 main:574] : INFO : Epoch 1881 | loss: 0.0311232 | val_loss: 0.0311418 | Time: 1368.91 ms [2022-04-09 12:53:07 main:574] : INFO : Epoch 1882 | loss: 0.0311262 | val_loss: 0.0311403 | Time: 1381.99 ms [2022-04-09 12:53:08 main:574] : INFO : Epoch 1883 | loss: 0.0311273 | val_loss: 0.0311434 | Time: 1365.89 ms [2022-04-09 12:53:10 main:574] : INFO : Epoch 1884 | loss: 0.0311297 | val_loss: 0.0311411 | Time: 1361.03 ms [2022-04-09 12:53:11 main:574] : INFO : Epoch 1885 | loss: 0.0311287 | val_loss: 0.0311423 | Time: 1395.76 ms [2022-04-09 12:53:13 main:574] : INFO : Epoch 1886 | loss: 0.0311255 | val_loss: 0.0311432 | Time: 1344.88 ms [2022-04-09 12:53:14 main:574] : INFO : Epoch 1887 | loss: 0.0311268 | val_loss: 0.0311378 | Time: 1385.21 ms [2022-04-09 12:53:15 main:574] : INFO : Epoch 1888 | loss: 0.0311275 | val_loss: 0.0311437 | Time: 1352.17 ms [2022-04-09 12:53:17 main:574] : INFO : Epoch 1889 | loss: 0.0311288 | val_loss: 0.0311443 | Time: 1391.82 ms [2022-04-09 12:53:18 main:574] : INFO : Epoch 1890 | loss: 0.0311282 | val_loss: 0.0311492 | Time: 1357.57 ms [2022-04-09 12:53:20 main:574] : INFO : Epoch 1891 | loss: 0.0311297 | val_loss: 0.0311433 | Time: 1406.89 ms [2022-04-09 12:53:21 main:574] : INFO : Epoch 1892 | loss: 0.0311252 | val_loss: 0.0311431 | Time: 1341.84 ms [2022-04-09 12:53:22 main:574] : INFO : Epoch 1893 | loss: 0.0311247 | val_loss: 0.0311396 | Time: 1429.76 ms [2022-04-09 12:53:24 main:574] : INFO : Epoch 1894 | loss: 0.0311231 | val_loss: 0.0311392 | Time: 1335.12 ms [2022-04-09 12:53:25 main:574] : INFO : Epoch 1895 | loss: 0.031126 | val_loss: 0.0311408 | Time: 1396.32 ms [2022-04-09 12:53:26 main:574] : INFO : Epoch 1896 | loss: 0.0311239 | val_loss: 0.0311393 | Time: 1336.06 ms [2022-04-09 12:53:28 main:574] : INFO : Epoch 1897 | loss: 0.0311277 | val_loss: 0.0311381 | Time: 1400.47 ms [2022-04-09 12:53:29 main:574] : INFO : Epoch 1898 | loss: 0.0311273 | val_loss: 0.0311431 | Time: 1342.23 ms [2022-04-09 12:53:31 main:574] : INFO : Epoch 1899 | loss: 0.0311249 | val_loss: 0.0311343 | Time: 1389.51 ms [2022-04-09 12:53:32 main:574] : INFO : Epoch 1900 | loss: 0.0311246 | val_loss: 0.0311376 | Time: 1335.31 ms [2022-04-09 12:53:33 main:574] : INFO : Epoch 1901 | loss: 0.0311255 | val_loss: 0.0311385 | Time: 1389.41 ms [2022-04-09 12:53:35 main:574] : INFO : Epoch 1902 | loss: 0.0311245 | val_loss: 0.0311332 | Time: 1343.91 ms [2022-04-09 12:53:36 main:574] : INFO : Epoch 1903 | loss: 0.0311245 | val_loss: 0.0311318 | Time: 1388.41 ms [2022-04-09 12:53:37 main:574] : INFO : Epoch 1904 | loss: 0.0311258 | val_loss: 0.03114 | Time: 1362.65 ms [2022-04-09 12:53:39 main:574] : INFO : Epoch 1905 | loss: 0.0311267 | val_loss: 0.0311378 | Time: 1371.79 ms [2022-04-09 12:53:40 main:574] : INFO : Epoch 1906 | loss: 0.0311246 | val_loss: 0.0311324 | Time: 1359.83 ms [2022-04-09 12:53:42 main:574] : INFO : Epoch 1907 | loss: 0.0311244 | val_loss: 0.0311332 | Time: 1400.98 ms [2022-04-09 12:53:43 main:574] : INFO : Epoch 1908 | loss: 0.0311243 | val_loss: 0.0311344 | Time: 1370.72 ms [2022-04-09 12:53:44 main:574] : INFO : Epoch 1909 | loss: 0.0311244 | val_loss: 0.0311379 | Time: 1391.86 ms [2022-04-09 12:53:46 main:574] : INFO : Epoch 1910 | loss: 0.0311235 | val_loss: 0.0311343 | Time: 1367.08 ms [2022-04-09 12:53:47 main:574] : INFO : Epoch 1911 | loss: 0.0311245 | val_loss: 0.0311356 | Time: 1363.42 ms [2022-04-09 12:53:49 main:574] : INFO : Epoch 1912 | loss: 0.0311233 | val_loss: 0.0311328 | Time: 1385.31 ms [2022-04-09 12:53:50 main:574] : INFO : Epoch 1913 | loss: 0.0311225 | val_loss: 0.0311353 | Time: 1362.16 ms [2022-04-09 12:53:51 main:574] : INFO : Epoch 1914 | loss: 0.0311246 | val_loss: 0.031135 | Time: 1385.06 ms [2022-04-09 12:53:53 main:574] : INFO : Epoch 1915 | loss: 0.0311239 | val_loss: 0.0311345 | Time: 1398.47 ms [2022-04-09 12:53:54 main:574] : INFO : Epoch 1916 | loss: 0.0311227 | val_loss: 0.0311366 | Time: 1390.46 ms [2022-04-09 12:53:56 main:574] : INFO : Epoch 1917 | loss: 0.0311231 | val_loss: 0.0311358 | Time: 1378.62 ms [2022-04-09 12:53:57 main:574] : INFO : Epoch 1918 | loss: 0.0311221 | val_loss: 0.0311452 | Time: 1393.3 ms [2022-04-09 12:53:58 main:574] : INFO : Epoch 1919 | loss: 0.0311273 | val_loss: 0.03114 | Time: 1335.34 ms [2022-04-09 12:54:00 main:574] : INFO : Epoch 1920 | loss: 0.0311259 | val_loss: 0.0311388 | Time: 1413.82 ms [2022-04-09 12:54:01 main:574] : INFO : Epoch 1921 | loss: 0.0311228 | val_loss: 0.0311368 | Time: 1339.85 ms [2022-04-09 12:54:03 main:574] : INFO : Epoch 1922 | loss: 0.031124 | val_loss: 0.0311372 | Time: 1421.78 ms [2022-04-09 12:54:04 main:574] : INFO : Epoch 1923 | loss: 0.0311217 | val_loss: 0.0311379 | Time: 1359.34 ms [2022-04-09 12:54:05 main:574] : INFO : Epoch 1924 | loss: 0.0311211 | val_loss: 0.0311375 | Time: 1449.51 ms [2022-04-09 12:54:07 main:574] : INFO : Epoch 1925 | loss: 0.0311223 | val_loss: 0.0311364 | Time: 1343.62 ms [2022-04-09 12:54:08 main:574] : INFO : Epoch 1926 | loss: 0.0311209 | val_loss: 0.0311396 | Time: 1448.65 ms [2022-04-09 12:54:10 main:574] : INFO : Epoch 1927 | loss: 0.031125 | val_loss: 0.0311432 | Time: 1380.31 ms [2022-04-09 12:54:11 main:574] : INFO : Epoch 1928 | loss: 0.0311244 | val_loss: 0.0311372 | Time: 1415.51 ms [2022-04-09 12:54:12 main:574] : INFO : Epoch 1929 | loss: 0.0311218 | val_loss: 0.0311387 | Time: 1370.44 ms [2022-04-09 12:54:14 main:574] : INFO : Epoch 1930 | loss: 0.0311215 | val_loss: 0.0311445 | Time: 1397.86 ms [2022-04-09 12:54:15 main:574] : INFO : Epoch 1931 | loss: 0.0311228 | val_loss: 0.0311411 | Time: 1336.98 ms [2022-04-09 12:54:17 main:574] : INFO : Epoch 1932 | loss: 0.0311186 | val_loss: 0.0311366 | Time: 1394.21 ms [2022-04-09 12:54:18 main:574] : INFO : Epoch 1933 | loss: 0.0311206 | val_loss: 0.0311349 | Time: 1336.87 ms [2022-04-09 12:54:19 main:574] : INFO : Epoch 1934 | loss: 0.0311248 | val_loss: 0.0311393 | Time: 1401.49 ms [2022-04-09 12:54:21 main:574] : INFO : Epoch 1935 | loss: 0.0311209 | val_loss: 0.0311418 | Time: 1346.94 ms [2022-04-09 12:54:22 main:574] : INFO : Epoch 1936 | loss: 0.0311171 | val_loss: 0.0311384 | Time: 1395.48 ms [2022-04-09 12:54:23 main:574] : INFO : Epoch 1937 | loss: 0.031117 | val_loss: 0.0311393 | Time: 1355.18 ms [2022-04-09 12:54:25 main:574] : INFO : Epoch 1938 | loss: 0.0311162 | val_loss: 0.0311358 | Time: 1374.85 ms [2022-04-09 12:54:26 main:574] : INFO : Epoch 1939 | loss: 0.0311192 | val_loss: 0.0311379 | Time: 1362.71 ms [2022-04-09 12:54:28 main:574] : INFO : Epoch 1940 | loss: 0.0311193 | val_loss: 0.0311406 | Time: 1386.68 ms [2022-04-09 12:54:29 main:574] : INFO : Epoch 1941 | loss: 0.0311217 | val_loss: 0.0311374 | Time: 1363.26 ms [2022-04-09 12:54:30 main:574] : INFO : Epoch 1942 | loss: 0.0311223 | val_loss: 0.0311418 | Time: 1360.7 ms [2022-04-09 12:54:32 main:574] : INFO : Epoch 1943 | loss: 0.031122 | val_loss: 0.0311353 | Time: 1373.34 ms [2022-04-09 12:54:33 main:574] : INFO : Epoch 1944 | loss: 0.0311198 | val_loss: 0.0311378 | Time: 1370.89 ms [2022-04-09 12:54:35 main:574] : INFO : Epoch 1945 | loss: 0.0311195 | val_loss: 0.0311359 | Time: 1398.91 ms [2022-04-09 12:54:36 main:574] : INFO : Epoch 1946 | loss: 0.0311198 | val_loss: 0.0311368 | Time: 1353.07 ms [2022-04-09 12:54:37 main:574] : INFO : Epoch 1947 | loss: 0.0311181 | val_loss: 0.0311387 | Time: 1385.72 ms [2022-04-09 12:54:39 main:574] : INFO : Epoch 1948 | loss: 0.031117 | val_loss: 0.0311343 | Time: 1358.62 ms [2022-04-09 12:54:40 main:574] : INFO : Epoch 1949 | loss: 0.0311173 | val_loss: 0.0311361 | Time: 1385.1 ms [2022-04-09 12:54:41 main:574] : INFO : Epoch 1950 | loss: 0.0311171 | val_loss: 0.0311367 | Time: 1357.93 ms [2022-04-09 12:54:43 main:574] : INFO : Epoch 1951 | loss: 0.0311186 | val_loss: 0.0311514 | Time: 1386.13 ms [2022-04-09 12:54:44 main:574] : INFO : Epoch 1952 | loss: 0.0311284 | val_loss: 0.0311382 | Time: 1338.24 ms [2022-04-09 12:54:46 main:574] : INFO : Epoch 1953 | loss: 0.0311266 | val_loss: 0.0311381 | Time: 1412.56 ms [2022-04-09 12:54:47 main:574] : INFO : Epoch 1954 | loss: 0.0311222 | val_loss: 0.031136 | Time: 1335.47 ms [2022-04-09 12:54:48 main:574] : INFO : Epoch 1955 | loss: 0.0311212 | val_loss: 0.0311378 | Time: 1416.47 ms [2022-04-09 12:54:50 main:574] : INFO : Epoch 1956 | loss: 0.0311216 | val_loss: 0.0311398 | Time: 1355.19 ms [2022-04-09 12:54:51 main:574] : INFO : Epoch 1957 | loss: 0.0311197 | val_loss: 0.0311399 | Time: 1396.22 ms [2022-04-09 12:54:52 main:574] : INFO : Epoch 1958 | loss: 0.0311195 | val_loss: 0.031137 | Time: 1331.41 ms [2022-04-09 12:54:54 main:574] : INFO : Epoch 1959 | loss: 0.0311183 | val_loss: 0.0311398 | Time: 1398.91 ms [2022-04-09 12:54:55 main:574] : INFO : Epoch 1960 | loss: 0.0311165 | val_loss: 0.0311354 | Time: 1353.27 ms [2022-04-09 12:54:57 main:574] : INFO : Epoch 1961 | loss: 0.031117 | val_loss: 0.0311381 | Time: 1390.23 ms [2022-04-09 12:54:58 main:574] : INFO : Epoch 1962 | loss: 0.0311201 | val_loss: 0.0311396 | Time: 1353.55 ms [2022-04-09 12:54:59 main:574] : INFO : Epoch 1963 | loss: 0.0311219 | val_loss: 0.0311359 | Time: 1387.42 ms [2022-04-09 12:55:01 main:574] : INFO : Epoch 1964 | loss: 0.0311211 | val_loss: 0.0311363 | Time: 1362.76 ms [2022-04-09 12:55:02 main:574] : INFO : Epoch 1965 | loss: 0.0311222 | val_loss: 0.0311373 | Time: 1386.28 ms [2022-04-09 12:55:04 main:574] : INFO : Epoch 1966 | loss: 0.0311186 | val_loss: 0.031136 | Time: 1352.6 ms [2022-04-09 12:55:05 main:574] : INFO : Epoch 1967 | loss: 0.0311164 | val_loss: 0.0311367 | Time: 1381.71 ms [2022-04-09 12:55:06 main:574] : INFO : Epoch 1968 | loss: 0.031116 | val_loss: 0.0311387 | Time: 1407.18 ms [2022-04-09 12:55:08 main:574] : INFO : Epoch 1969 | loss: 0.0311169 | val_loss: 0.0311386 | Time: 1376.55 ms [2022-04-09 12:55:09 main:574] : INFO : Epoch 1970 | loss: 0.0311235 | val_loss: 0.0311386 | Time: 1366.63 ms [2022-04-09 12:55:11 main:574] : INFO : Epoch 1971 | loss: 0.0311237 | val_loss: 0.0311396 | Time: 1363.58 ms [2022-04-09 12:55:12 main:574] : INFO : Epoch 1972 | loss: 0.0311213 | val_loss: 0.0311327 | Time: 1371.86 ms [2022-04-09 12:55:13 main:574] : INFO : Epoch 1973 | loss: 0.031121 | val_loss: 0.0311332 | Time: 1370.01 ms [2022-04-09 12:55:15 main:574] : INFO : Epoch 1974 | loss: 0.0311193 | val_loss: 0.0311327 | Time: 1376.95 ms [2022-04-09 12:55:16 main:574] : INFO : Epoch 1975 | loss: 0.0311186 | val_loss: 0.031131 | Time: 1361.62 ms [2022-04-09 12:55:17 main:574] : INFO : Epoch 1976 | loss: 0.0311175 | val_loss: 0.0311347 | Time: 1393.92 ms [2022-04-09 12:55:19 main:574] : INFO : Epoch 1977 | loss: 0.0311174 | val_loss: 0.0311333 | Time: 1340.98 ms [2022-04-09 12:55:20 main:574] : INFO : Epoch 1978 | loss: 0.0311199 | val_loss: 0.0311308 | Time: 1412.25 ms [2022-04-09 12:55:22 main:574] : INFO : Epoch 1979 | loss: 0.0311219 | val_loss: 0.0311373 | Time: 1332.3 ms [2022-04-09 12:55:23 main:574] : INFO : Epoch 1980 | loss: 0.0311193 | val_loss: 0.0311382 | Time: 1398.21 ms [2022-04-09 12:55:24 main:574] : INFO : Epoch 1981 | loss: 0.0311191 | val_loss: 0.0311343 | Time: 1340.34 ms [2022-04-09 12:55:26 main:574] : INFO : Epoch 1982 | loss: 0.0311217 | val_loss: 0.0311397 | Time: 1402.49 ms [2022-04-09 12:55:27 main:574] : INFO : Epoch 1983 | loss: 0.0311209 | val_loss: 0.0311338 | Time: 1349.4 ms [2022-04-09 12:55:29 main:574] : INFO : Epoch 1984 | loss: 0.0311171 | val_loss: 0.0311313 | Time: 1404.54 ms [2022-04-09 12:55:30 main:574] : INFO : Epoch 1985 | loss: 0.0311158 | val_loss: 0.031133 | Time: 1336.59 ms [2022-04-09 12:55:31 main:574] : INFO : Epoch 1986 | loss: 0.0311157 | val_loss: 0.0311315 | Time: 1423.93 ms [2022-04-09 12:55:33 main:574] : INFO : Epoch 1987 | loss: 0.0311159 | val_loss: 0.0311362 | Time: 1329.73 ms [2022-04-09 12:55:34 main:574] : INFO : Epoch 1988 | loss: 0.0311157 | val_loss: 0.0311348 | Time: 1400.11 ms [2022-04-09 12:55:35 main:574] : INFO : Epoch 1989 | loss: 0.0311144 | val_loss: 0.0311313 | Time: 1340.29 ms [2022-04-09 12:55:37 main:574] : INFO : Epoch 1990 | loss: 0.0311132 | val_loss: 0.031132 | Time: 1395.38 ms [2022-04-09 12:55:38 main:574] : INFO : Epoch 1991 | loss: 0.0311131 | val_loss: 0.031131 | Time: 1358.85 ms [2022-04-09 12:55:40 main:574] : INFO : Epoch 1992 | loss: 0.0311129 | val_loss: 0.0311392 | Time: 1378.46 ms [2022-04-09 12:55:41 main:574] : INFO : Epoch 1993 | loss: 0.0311185 | val_loss: 0.0311369 | Time: 1367.29 ms [2022-04-09 12:55:42 main:574] : INFO : Epoch 1994 | loss: 0.0311168 | val_loss: 0.0311324 | Time: 1395.25 ms [2022-04-09 12:55:44 main:574] : INFO : Epoch 1995 | loss: 0.0311163 | val_loss: 0.0311328 | Time: 1361.75 ms [2022-04-09 12:55:45 main:574] : INFO : Epoch 1996 | loss: 0.0311182 | val_loss: 0.0311365 | Time: 1381.24 ms [2022-04-09 12:55:47 main:574] : INFO : Epoch 1997 | loss: 0.0311168 | val_loss: 0.0311337 | Time: 1374.19 ms [2022-04-09 12:55:48 main:574] : INFO : Epoch 1998 | loss: 0.0311145 | val_loss: 0.0311337 | Time: 1367.48 ms [2022-04-09 12:55:49 main:574] : INFO : Epoch 1999 | loss: 0.0311168 | val_loss: 0.0311319 | Time: 1380.9 ms [2022-04-09 12:55:51 main:574] : INFO : Epoch 2000 | loss: 0.0311142 | val_loss: 0.0311314 | Time: 1353 ms [2022-04-09 12:55:52 main:574] : INFO : Epoch 2001 | loss: 0.0311189 | val_loss: 0.0311345 | Time: 1390.85 ms [2022-04-09 12:55:53 main:574] : INFO : Epoch 2002 | loss: 0.0311217 | val_loss: 0.0311358 | Time: 1358.4 ms [2022-04-09 12:55:55 main:574] : INFO : Epoch 2003 | loss: 0.031118 | val_loss: 0.0311377 | Time: 1378.37 ms [2022-04-09 12:55:56 main:574] : INFO : Epoch 2004 | loss: 0.0311183 | val_loss: 0.0311312 | Time: 1377 ms [2022-04-09 12:55:58 main:574] : INFO : Epoch 2005 | loss: 0.0311163 | val_loss: 0.0311323 | Time: 1386.92 ms [2022-04-09 12:55:59 main:574] : INFO : Epoch 2006 | loss: 0.0311166 | val_loss: 0.0311391 | Time: 1360.72 ms [2022-04-09 12:56:00 main:574] : INFO : Epoch 2007 | loss: 0.0311163 | val_loss: 0.0311344 | Time: 1391.94 ms [2022-04-09 12:56:02 main:574] : INFO : Epoch 2008 | loss: 0.0311156 | val_loss: 0.0311324 | Time: 1335.44 ms [2022-04-09 12:56:03 main:574] : INFO : Epoch 2009 | loss: 0.0311165 | val_loss: 0.0311337 | Time: 1412.73 ms [2022-04-09 12:56:05 main:574] : INFO : Epoch 2010 | loss: 0.031115 | val_loss: 0.0311319 | Time: 1342.55 ms [2022-04-09 12:56:06 main:574] : INFO : Epoch 2011 | loss: 0.0311149 | val_loss: 0.0311393 | Time: 1420.33 ms [2022-04-09 12:56:07 main:574] : INFO : Epoch 2012 | loss: 0.0311207 | val_loss: 0.0311401 | Time: 1340.27 ms [2022-04-09 12:56:09 main:574] : INFO : Epoch 2013 | loss: 0.0311179 | val_loss: 0.0311358 | Time: 1398.82 ms [2022-04-09 12:56:10 main:574] : INFO : Epoch 2014 | loss: 0.0311168 | val_loss: 0.0311324 | Time: 1341.67 ms [2022-04-09 12:56:11 main:574] : INFO : Epoch 2015 | loss: 0.0311193 | val_loss: 0.0311324 | Time: 1400.96 ms [2022-04-09 12:56:13 main:574] : INFO : Epoch 2016 | loss: 0.0311225 | val_loss: 0.031136 | Time: 1336.01 ms [2022-04-09 12:56:14 main:574] : INFO : Epoch 2017 | loss: 0.0311234 | val_loss: 0.0311352 | Time: 1398.81 ms [2022-04-09 12:56:16 main:574] : INFO : Epoch 2018 | loss: 0.0311194 | val_loss: 0.0311319 | Time: 1343.17 ms [2022-04-09 12:56:17 main:574] : INFO : Epoch 2019 | loss: 0.031118 | val_loss: 0.0311337 | Time: 1400.21 ms [2022-04-09 12:56:18 main:574] : INFO : Epoch 2020 | loss: 0.0311198 | val_loss: 0.0311361 | Time: 1350.34 ms [2022-04-09 12:56:20 main:574] : INFO : Epoch 2021 | loss: 0.031119 | val_loss: 0.0311371 | Time: 1378.94 ms [2022-04-09 12:56:21 main:574] : INFO : Epoch 2022 | loss: 0.0311146 | val_loss: 0.0311382 | Time: 1367.28 ms [2022-04-09 12:56:23 main:574] : INFO : Epoch 2023 | loss: 0.0311154 | val_loss: 0.0311339 | Time: 1363.83 ms [2022-04-09 12:56:24 main:574] : INFO : Epoch 2024 | loss: 0.031113 | val_loss: 0.0311337 | Time: 1370.71 ms [2022-04-09 12:56:25 main:574] : INFO : Epoch 2025 | loss: 0.0311133 | val_loss: 0.0311342 | Time: 1361.08 ms [2022-04-09 12:56:27 main:574] : INFO : Epoch 2026 | loss: 0.0311118 | val_loss: 0.031133 | Time: 1368.37 ms [2022-04-09 12:56:28 main:574] : INFO : Epoch 2027 | loss: 0.031112 | val_loss: 0.0311359 | Time: 1376.39 ms [2022-04-09 12:56:29 main:574] : INFO : Epoch 2028 | loss: 0.0311125 | val_loss: 0.0311313 | Time: 1380.52 ms [2022-04-09 12:56:31 main:574] : INFO : Epoch 2029 | loss: 0.0311133 | val_loss: 0.0311311 | Time: 1349.6 ms [2022-04-09 12:56:32 main:574] : INFO : Epoch 2030 | loss: 0.0311139 | val_loss: 0.0311297 | Time: 1394.01 ms [2022-04-09 12:56:34 main:574] : INFO : Epoch 2031 | loss: 0.0311169 | val_loss: 0.031135 | Time: 1373.63 ms [2022-04-09 12:56:35 main:574] : INFO : Epoch 2032 | loss: 0.0311185 | val_loss: 0.0311323 | Time: 1403.24 ms [2022-04-09 12:56:36 main:574] : INFO : Epoch 2033 | loss: 0.0311202 | val_loss: 0.0311306 | Time: 1343.22 ms [2022-04-09 12:56:38 main:574] : INFO : Epoch 2034 | loss: 0.0311185 | val_loss: 0.0311335 | Time: 1401.99 ms [2022-04-09 12:56:39 main:574] : INFO : Epoch 2035 | loss: 0.0311189 | val_loss: 0.031135 | Time: 1348.57 ms [2022-04-09 12:56:41 main:574] : INFO : Epoch 2036 | loss: 0.03112 | val_loss: 0.0311319 | Time: 1401.85 ms [2022-04-09 12:56:42 main:574] : INFO : Epoch 2037 | loss: 0.0311154 | val_loss: 0.0311313 | Time: 1352 ms [2022-04-09 12:56:43 main:574] : INFO : Epoch 2038 | loss: 0.0311178 | val_loss: 0.0311313 | Time: 1419.4 ms [2022-04-09 12:56:45 main:574] : INFO : Epoch 2039 | loss: 0.0311155 | val_loss: 0.031131 | Time: 1343.34 ms [2022-04-09 12:56:46 main:574] : INFO : Epoch 2040 | loss: 0.0311145 | val_loss: 0.0311323 | Time: 1400.56 ms [2022-04-09 12:56:47 main:574] : INFO : Epoch 2041 | loss: 0.0311145 | val_loss: 0.0311329 | Time: 1346.02 ms [2022-04-09 12:56:49 main:574] : INFO : Epoch 2042 | loss: 0.0311136 | val_loss: 0.0311328 | Time: 1401.51 ms [2022-04-09 12:56:50 main:574] : INFO : Epoch 2043 | loss: 0.0311168 | val_loss: 0.0311351 | Time: 1332.78 ms [2022-04-09 12:56:52 main:574] : INFO : Epoch 2044 | loss: 0.0311158 | val_loss: 0.0311333 | Time: 1396.39 ms [2022-04-09 12:56:53 main:574] : INFO : Epoch 2045 | loss: 0.0311175 | val_loss: 0.0311391 | Time: 1351.48 ms [2022-04-09 12:56:54 main:574] : INFO : Epoch 2046 | loss: 0.031124 | val_loss: 0.0311337 | Time: 1385.33 ms [2022-04-09 12:56:56 main:574] : INFO : Epoch 2047 | loss: 0.0311243 | val_loss: 0.0311335 | Time: 1357.4 ms [2022-04-09 12:56:57 main:574] : INFO : Epoch 2048 | loss: 0.031124 | val_loss: 0.0311429 | Time: 1397.55 ms [2022-04-09 12:56:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311429 [2022-04-09 12:56:57 main:603] : INFO : Saving end state to config to file [2022-04-09 12:56:57 main:608] : INFO : Success, exiting.. 12:56:57 (1980): 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)