Task 14595101
| Name | ParityModified-1647042737-15905-2-0_0 |
| Workunit | 11617375 |
| Created | 10 Apr 2022, 7:59:52 UTC |
| Sent | 11 Apr 2022, 0:00:17 UTC |
| Report deadline | 19 Apr 2022, 0:00:17 UTC |
| Received | 11 Apr 2022, 16:59:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18556 |
| Run time | 46 min 46 sec |
| CPU time | 45 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :47:06 main:574] : INFO : Epoch 1542 | loss: 0.0312313 | val_loss: 0.0312344 | Time: 1266.62 ms [2022-04-11 23:47:07 main:574] : INFO : Epoch 1543 | loss: 0.0312312 | val_loss: 0.0312332 | Time: 1366.45 ms [2022-04-11 23:47:08 main:574] : INFO : Epoch 1544 | loss: 0.0312311 | val_loss: 0.0312336 | Time: 1380.32 ms [2022-04-11 23:47:10 main:574] : INFO : Epoch 1545 | loss: 0.031231 | val_loss: 0.0312336 | Time: 1293.88 ms [2022-04-11 23:47:11 main:574] : INFO : Epoch 1546 | loss: 0.0312343 | val_loss: 0.0312384 | Time: 1342.6 ms [2022-04-11 23:47:12 main:574] : INFO : Epoch 1547 | loss: 0.0312334 | val_loss: 0.0312355 | Time: 1309.35 ms [2022-04-11 23:47:14 main:574] : INFO : Epoch 1548 | loss: 0.0312336 | val_loss: 0.0312354 | Time: 1375.08 ms [2022-04-11 23:47:15 main:574] : INFO : Epoch 1549 | loss: 0.031232 | val_loss: 0.0312349 | Time: 1211.48 ms [2022-04-11 23:47:16 main:574] : INFO : Epoch 1550 | loss: 0.0312314 | val_loss: 0.0312333 | Time: 1359.02 ms [2022-04-11 23:47:18 main:574] : INFO : Epoch 1551 | loss: 0.0312317 | val_loss: 0.0312337 | Time: 1344.29 ms [2022-04-11 23:47:19 main:574] : INFO : Epoch 1552 | loss: 0.0312325 | val_loss: 0.0312337 | Time: 1266.92 ms [2022-04-11 23:47:20 main:574] : INFO : Epoch 1553 | loss: 0.0312313 | val_loss: 0.0312338 | Time: 1312.09 ms [2022-04-11 23:47:22 main:574] : INFO : Epoch 1554 | loss: 0.0312338 | val_loss: 0.0312347 | Time: 1296.39 ms [2022-04-11 23:47:23 main:574] : INFO : Epoch 1555 | loss: 0.0312374 | val_loss: 0.0312357 | Time: 1325.79 ms [2022-04-11 23:47:24 main:574] : INFO : Epoch 1556 | loss: 0.0312322 | val_loss: 0.0312343 | Time: 1308.16 ms [2022-04-11 23:47:26 main:574] : INFO : Epoch 1557 | loss: 0.0312311 | val_loss: 0.0312334 | Time: 1337.43 ms [2022-04-11 23:47:27 main:574] : INFO : Epoch 1558 | loss: 0.0312322 | val_loss: 0.0312337 | Time: 1263.58 ms [2022-04-11 23:47:28 main:574] : INFO : Epoch 1559 | loss: 0.0312309 | val_loss: 0.0312342 | Time: 1269.61 ms [2022-04-11 23:47:30 main:574] : INFO : Epoch 1560 | loss: 0.0312323 | val_loss: 0.0312364 | Time: 1326.32 ms [2022-04-11 23:47:31 main:574] : INFO : Epoch 1561 | loss: 0.0312326 | val_loss: 0.0312333 | Time: 1329.35 ms [2022-04-11 23:47:32 main:574] : INFO : Epoch 1562 | loss: 0.0312321 | val_loss: 0.031234 | Time: 1342.62 ms [2022-04-11 23:47:34 main:574] : INFO : Epoch 1563 | loss: 0.0312336 | val_loss: 0.0312335 | Time: 1354.39 ms [2022-04-11 23:47:35 main:574] : INFO : Epoch 1564 | loss: 0.0312317 | val_loss: 0.0312334 | Time: 1405.24 ms [2022-04-11 23:47:37 main:574] : INFO : Epoch 1565 | loss: 0.0312317 | val_loss: 0.0312334 | Time: 1362.01 ms [2022-04-11 23:47:38 main:574] : INFO : Epoch 1566 | loss: 0.0312323 | val_loss: 0.0312339 | Time: 1353.83 ms [2022-04-11 23:47:39 main:574] : INFO : Epoch 1567 | loss: 0.031231 | val_loss: 0.0312332 | Time: 1296.08 ms [2022-04-11 23:47:40 main:574] : INFO : Epoch 1568 | loss: 0.0312313 | val_loss: 0.0312339 | Time: 1284.39 ms [2022-04-11 23:47:42 main:574] : INFO : Epoch 1569 | loss: 0.0312322 | val_loss: 0.0312322 | Time: 1331.19 ms [2022-04-11 23:47:43 main:574] : INFO : Epoch 1570 | loss: 0.0312325 | val_loss: 0.0312335 | Time: 1285.43 ms [2022-04-11 23:47:45 main:574] : INFO : Epoch 1571 | loss: 0.0312313 | val_loss: 0.0312327 | Time: 1342.5 ms [2022-04-11 23:47:46 main:574] : INFO : Epoch 1572 | loss: 0.0312318 | val_loss: 0.0312394 | Time: 1296.25 ms [2022-04-11 23:47:47 main:574] : INFO : Epoch 1573 | loss: 0.0312336 | val_loss: 0.0312369 | Time: 1347.03 ms [2022-04-11 23:47:49 main:574] : INFO : Epoch 1574 | loss: 0.0312341 | val_loss: 0.0312333 | Time: 1299.34 ms [2022-04-11 23:47:50 main:574] : INFO : Epoch 1575 | loss: 0.0312348 | val_loss: 0.0312348 | Time: 1293.64 ms [2022-04-11 23:47:51 main:574] : INFO : Epoch 1576 | loss: 0.0312333 | val_loss: 0.031233 | Time: 1359.45 ms [2022-04-11 23:47:53 main:574] : INFO : Epoch 1577 | loss: 0.0312328 | val_loss: 0.0312398 | Time: 1340.82 ms [2022-04-11 23:47:54 main:574] : INFO : Epoch 1578 | loss: 0.0312319 | val_loss: 0.0312338 | Time: 1360.41 ms [2022-04-11 23:47:55 main:574] : INFO : Epoch 1579 | loss: 0.0312321 | val_loss: 0.0312358 | Time: 1271.77 ms [2022-04-11 23:47:57 main:574] : INFO : Epoch 1580 | loss: 0.0312319 | val_loss: 0.031233 | Time: 1283.84 ms [2022-04-11 23:47:58 main:574] : INFO : Epoch 1581 | loss: 0.0312316 | val_loss: 0.0312348 | Time: 1315.9 ms [2022-04-11 23:47:59 main:574] : INFO : Epoch 1582 | loss: 0.0312318 | val_loss: 0.0312333 | Time: 1348.12 ms [2022-04-11 23:48:01 main:574] : INFO : Epoch 1583 | loss: 0.0312318 | val_loss: 0.0312329 | Time: 1442.3 ms [2022-04-11 23:48:02 main:574] : INFO : Epoch 1584 | loss: 0.0312317 | val_loss: 0.0312349 | Time: 1458.11 ms [2022-04-11 23:48:04 main:574] : INFO : Epoch 1585 | loss: 0.0312321 | val_loss: 0.031233 | Time: 1390.9 ms [2022-04-11 23:48:05 main:574] : INFO : Epoch 1586 | loss: 0.0312311 | val_loss: 0.0312343 | Time: 1303.7 ms [2022-04-11 23:48:06 main:574] : INFO : Epoch 1587 | loss: 0.0312334 | val_loss: 0.0312344 | Time: 1300.58 ms [2022-04-11 23:48:08 main:574] : INFO : Epoch 1588 | loss: 0.031232 | val_loss: 0.0312339 | Time: 1293.63 ms [2022-04-11 23:48:09 main:574] : INFO : Epoch 1589 | loss: 0.0312324 | val_loss: 0.0312329 | Time: 1290.53 ms [2022-04-11 23:48:10 main:574] : INFO : Epoch 1590 | loss: 0.0312311 | val_loss: 0.0312331 | Time: 1316.46 ms [2022-04-11 23:48:12 main:574] : INFO : Epoch 1591 | loss: 0.0312319 | val_loss: 0.031233 | Time: 1377.08 ms [2022-04-11 23:48:13 main:574] : INFO : Epoch 1592 | loss: 0.0312322 | val_loss: 0.0312333 | Time: 1271.76 ms [2022-04-11 23:48:14 main:574] : INFO : Epoch 1593 | loss: 0.0312316 | val_loss: 0.0312334 | Time: 1246.84 ms [2022-04-11 23:48:15 main:574] : INFO : Epoch 1594 | loss: 0.0312313 | val_loss: 0.0312329 | Time: 1282.56 ms [2022-04-11 23:48:17 main:574] : INFO : Epoch 1595 | loss: 0.0312315 | val_loss: 0.0312339 | Time: 1379.38 ms [2022-04-11 23:48:18 main:574] : INFO : Epoch 1596 | loss: 0.0312322 | val_loss: 0.0312332 | Time: 1283 ms [2022-04-11 23:48:20 main:574] : INFO : Epoch 1597 | loss: 0.031232 | val_loss: 0.0312395 | Time: 1375.78 ms [2022-04-11 23:48:21 main:574] : INFO : Epoch 1598 | loss: 0.0312324 | val_loss: 0.0312332 | Time: 1277.86 ms [2022-04-11 23:48:22 main:574] : INFO : Epoch 1599 | loss: 0.0312309 | val_loss: 0.0312328 | Time: 1269.66 ms [2022-04-11 23:48:23 main:574] : INFO : Epoch 1600 | loss: 0.0312315 | val_loss: 0.0312361 | Time: 1373.78 ms [2022-04-11 23:48:25 main:574] : INFO : Epoch 1601 | loss: 0.0312323 | val_loss: 0.0312345 | Time: 1270.62 ms [2022-04-11 23:48:26 main:574] : INFO : Epoch 1602 | loss: 0.0312314 | val_loss: 0.0312343 | Time: 1326.31 ms [2022-04-11 23:48:27 main:574] : INFO : Epoch 1603 | loss: 0.0312361 | val_loss: 0.0312423 | Time: 1339.07 ms [2022-04-11 23:48:29 main:574] : INFO : Epoch 1604 | loss: 0.0312389 | val_loss: 0.0312801 | Time: 1300 ms [2022-04-11 23:48:30 main:574] : INFO : Epoch 1605 | loss: 0.0331531 | val_loss: 0.0332132 | Time: 1368.07 ms [2022-04-11 23:48:32 main:574] : INFO : Epoch 1606 | loss: 0.0347553 | val_loss: 0.0347645 | Time: 1344.92 ms [2022-04-11 23:48:33 main:574] : INFO : Epoch 1607 | loss: 0.0324266 | val_loss: 0.031744 | Time: 1385.72 ms [2022-04-11 23:48:34 main:574] : INFO : Epoch 1608 | loss: 0.0313748 | val_loss: 0.0313008 | Time: 1333.16 ms [2022-04-11 23:48:36 main:574] : INFO : Epoch 1609 | loss: 0.0312571 | val_loss: 0.0312405 | Time: 1309.38 ms [2022-04-11 23:48:37 main:574] : INFO : Epoch 1610 | loss: 0.0312381 | val_loss: 0.0312378 | Time: 1320.48 ms [2022-04-11 23:48:38 main:574] : INFO : Epoch 1611 | loss: 0.0312339 | val_loss: 0.0312361 | Time: 1318.82 ms [2022-04-11 23:48:40 main:574] : INFO : Epoch 1612 | loss: 0.0312329 | val_loss: 0.0312353 | Time: 1376.86 ms [2022-04-11 23:48:41 main:574] : INFO : Epoch 1613 | loss: 0.0312317 | val_loss: 0.0312352 | Time: 1385 ms [2022-04-11 23:48:42 main:574] : INFO : Epoch 1614 | loss: 0.0312318 | val_loss: 0.0312357 | Time: 1356.34 ms [2022-04-11 23:48:44 main:574] : INFO : Epoch 1615 | loss: 0.0312326 | val_loss: 0.031237 | Time: 1266.62 ms [2022-04-11 23:48:45 main:574] : INFO : Epoch 1616 | loss: 0.0312322 | val_loss: 0.0312354 | Time: 1306.12 ms [2022-04-11 23:48:46 main:574] : INFO : Epoch 1617 | loss: 0.0312317 | val_loss: 0.0312353 | Time: 1303.3 ms [2022-04-11 23:48:48 main:574] : INFO : Epoch 1618 | loss: 0.0312321 | val_loss: 0.0312372 | Time: 1349 ms [2022-04-11 23:48:49 main:574] : INFO : Epoch 1619 | loss: 0.0312327 | val_loss: 0.0312357 | Time: 1316.86 ms [2022-04-11 23:48:50 main:574] : INFO : Epoch 1620 | loss: 0.031232 | val_loss: 0.0312363 | Time: 1274.54 ms [2022-04-11 23:48:52 main:574] : INFO : Epoch 1621 | loss: 0.0312328 | val_loss: 0.0312349 | Time: 1280.1 ms [2022-04-11 23:48:53 main:574] : INFO : Epoch 1622 | loss: 0.0312321 | val_loss: 0.0312379 | Time: 1325.78 ms [2022-04-11 23:48:54 main:574] : INFO : Epoch 1623 | loss: 0.0312319 | val_loss: 0.0312348 | Time: 1318.09 ms [2022-04-11 23:48:56 main:574] : INFO : Epoch 1624 | loss: 0.0312315 | val_loss: 0.0312353 | Time: 1312.4 ms [2022-04-11 23:48:57 main:574] : INFO : Epoch 1625 | loss: 0.0312318 | val_loss: 0.0312367 | Time: 1342.87 ms [2022-04-11 23:48:58 main:574] : INFO : Epoch 1626 | loss: 0.0312345 | val_loss: 0.0312371 | Time: 1310.13 ms [2022-04-11 23:49:00 main:574] : INFO : Epoch 1627 | loss: 0.0312314 | val_loss: 0.0312345 | Time: 1391.64 ms [2022-04-11 23:49:01 main:574] : INFO : Epoch 1628 | loss: 0.031232 | val_loss: 0.0312351 | Time: 1383.52 ms [2022-04-11 23:49:03 main:574] : INFO : Epoch 1629 | loss: 0.0312318 | val_loss: 0.0312371 | Time: 1360.74 ms [2022-04-11 23:49:04 main:574] : INFO : Epoch 1630 | loss: 0.0312327 | val_loss: 0.0312353 | Time: 1275.68 ms [2022-04-11 23:49:05 main:574] : INFO : Epoch 1631 | loss: 0.0312318 | val_loss: 0.0312358 | Time: 1227.35 ms [2022-04-11 23:49:06 main:574] : INFO : Epoch 1632 | loss: 0.0312316 | val_loss: 0.0312353 | Time: 1288.92 ms [2022-04-11 23:49:08 main:574] : INFO : Epoch 1633 | loss: 0.0312321 | val_loss: 0.0312345 | Time: 1363.68 ms [2022-04-11 23:49:09 main:574] : INFO : Epoch 1634 | loss: 0.031231 | val_loss: 0.0312347 | Time: 1310.27 ms [2022-04-11 23:49:10 main:574] : INFO : Epoch 1635 | loss: 0.0312309 | val_loss: 0.0312344 | Time: 1329.89 ms [2022-04-11 23:49:12 main:574] : INFO : Epoch 1636 | loss: 0.0312307 | val_loss: 0.0312342 | Time: 1301.03 ms [2022-04-11 23:49:13 main:574] : INFO : Epoch 1637 | loss: 0.0312308 | val_loss: 0.0312344 | Time: 1384.66 ms [2022-04-11 23:49:15 main:574] : INFO : Epoch 1638 | loss: 0.0312314 | val_loss: 0.0312345 | Time: 1339.33 ms [2022-04-11 23:49:16 main:574] : INFO : Epoch 1639 | loss: 0.0312316 | val_loss: 0.0312347 | Time: 1243.26 ms [2022-04-11 23:49:17 main:574] : INFO : Epoch 1640 | loss: 0.0312312 | val_loss: 0.0312351 | Time: 1266.33 ms [2022-04-11 23:49:18 main:574] : INFO : Epoch 1641 | loss: 0.031231 | val_loss: 0.0312347 | Time: 1368.02 ms [2022-04-11 23:49:20 main:574] : INFO : Epoch 1642 | loss: 0.0312311 | val_loss: 0.031235 | Time: 1311.5 ms [2022-04-11 23:49:21 main:574] : INFO : Epoch 1643 | loss: 0.0312315 | val_loss: 0.0312397 | Time: 1310.9 ms [2022-04-11 23:49:22 main:574] : INFO : Epoch 1644 | loss: 0.0312328 | val_loss: 0.0312348 | Time: 1270.93 ms [2022-04-11 23:49:24 main:574] : INFO : Epoch 1645 | loss: 0.0312328 | val_loss: 0.0312368 | Time: 1483.46 ms [2022-04-11 23:49:25 main:574] : INFO : Epoch 1646 | loss: 0.0312316 | val_loss: 0.0312359 | Time: 1285.41 ms [2022-04-11 23:49:27 main:574] : INFO : Epoch 1647 | loss: 0.0312313 | val_loss: 0.0312362 | Time: 1320.28 ms [2022-04-11 23:49:28 main:574] : INFO : Epoch 1648 | loss: 0.031231 | val_loss: 0.0312348 | Time: 1334.77 ms [2022-04-11 23:49:29 main:574] : INFO : Epoch 1649 | loss: 0.0312311 | val_loss: 0.0312347 | Time: 1287.27 ms [2022-04-11 23:49:30 main:574] : INFO : Epoch 1650 | loss: 0.0312308 | val_loss: 0.031234 | Time: 1239.76 ms [2022-04-11 23:49:32 main:574] : INFO : Epoch 1651 | loss: 0.0312305 | val_loss: 0.0312345 | Time: 1395.1 ms [2022-04-11 23:49:33 main:574] : INFO : Epoch 1652 | loss: 0.0312308 | val_loss: 0.0312348 | Time: 1392.84 ms [2022-04-11 23:49:35 main:574] : INFO : Epoch 1653 | loss: 0.0312313 | val_loss: 0.0312346 | Time: 1379.21 ms [2022-04-11 23:49:36 main:574] : INFO : Epoch 1654 | loss: 0.0312316 | val_loss: 0.0312353 | Time: 1360.58 ms [2022-04-11 23:49:37 main:574] : INFO : Epoch 1655 | loss: 0.0312314 | val_loss: 0.031234 | Time: 1253.18 ms [2022-04-11 23:49:39 main:574] : INFO : Epoch 1656 | loss: 0.0312314 | val_loss: 0.0312352 | Time: 1277.24 ms [2022-04-11 23:49:40 main:574] : INFO : Epoch 1657 | loss: 0.0312309 | val_loss: 0.031234 | Time: 1350.95 ms [2022-04-11 23:49:41 main:574] : INFO : Epoch 1658 | loss: 0.0312308 | val_loss: 0.0312354 | Time: 1335.18 ms [2022-04-11 23:49:43 main:574] : INFO : Epoch 1659 | loss: 0.031232 | val_loss: 0.0312351 | Time: 1425.61 ms [2022-04-11 23:49:44 main:574] : INFO : Epoch 1660 | loss: 0.0312314 | val_loss: 0.0312338 | Time: 1323.95 ms [2022-04-11 23:49:45 main:574] : INFO : Epoch 1661 | loss: 0.0312303 | val_loss: 0.0312349 | Time: 1303.4 ms [2022-04-11 23:49:47 main:574] : INFO : Epoch 1662 | loss: 0.0312318 | val_loss: 0.0312341 | Time: 1320.24 ms [2022-04-11 23:49:48 main:574] : INFO : Epoch 1663 | loss: 0.0312312 | val_loss: 0.031234 | Time: 1350.52 ms [2022-04-11 23:49:50 main:574] : INFO : Epoch 1664 | loss: 0.0312304 | val_loss: 0.0312348 | Time: 1358.76 ms [2022-04-11 23:49:51 main:574] : INFO : Epoch 1665 | loss: 0.0312309 | val_loss: 0.0312349 | Time: 1387.49 ms [2022-04-11 23:49:52 main:574] : INFO : Epoch 1666 | loss: 0.0312315 | val_loss: 0.0312361 | Time: 1411.15 ms [2022-04-11 23:49:54 main:574] : INFO : Epoch 1667 | loss: 0.0312312 | val_loss: 0.0312352 | Time: 1282.72 ms [2022-04-11 23:49:55 main:574] : INFO : Epoch 1668 | loss: 0.031231 | val_loss: 0.0312344 | Time: 1392.88 ms [2022-04-11 23:49:56 main:574] : INFO : Epoch 1669 | loss: 0.0312307 | val_loss: 0.0312388 | Time: 1329.2 ms [2022-04-11 23:49:58 main:574] : INFO : Epoch 1670 | loss: 0.0312324 | val_loss: 0.0312337 | Time: 1264.41 ms [2022-04-11 23:49:59 main:574] : INFO : Epoch 1671 | loss: 0.0312307 | val_loss: 0.031234 | Time: 1364.12 ms [2022-04-11 23:50:01 main:574] : INFO : Epoch 1672 | loss: 0.0312309 | val_loss: 0.0312368 | Time: 1450.76 ms [2022-04-11 23:50:02 main:574] : INFO : Epoch 1673 | loss: 0.031231 | val_loss: 0.0312338 | Time: 1595.83 ms [2022-04-11 23:50:04 main:574] : INFO : Epoch 1674 | loss: 0.0312318 | val_loss: 0.0312345 | Time: 1399.14 ms [2022-04-11 23:50:05 main:574] : INFO : Epoch 1675 | loss: 0.0312363 | val_loss: 0.0312385 | Time: 1323 ms [2022-04-11 23:50:06 main:574] : INFO : Epoch 1676 | loss: 0.0312332 | val_loss: 0.031234 | Time: 1500.31 ms [2022-04-11 23:50:08 main:574] : INFO : Epoch 1677 | loss: 0.0312313 | val_loss: 0.0312342 | Time: 1503.92 ms [2022-04-11 23:50:09 main:574] : INFO : Epoch 1678 | loss: 0.0312311 | val_loss: 0.0312344 | Time: 1469.08 ms [2022-04-11 23:50:11 main:574] : INFO : Epoch 1679 | loss: 0.0312306 | val_loss: 0.0312337 | Time: 1484.58 ms [2022-04-11 23:50:12 main:574] : INFO : Epoch 1680 | loss: 0.0312302 | val_loss: 0.0312335 | Time: 1514.24 ms [2022-04-11 23:50:14 main:574] : INFO : Epoch 1681 | loss: 0.0312304 | val_loss: 0.0312339 | Time: 1627.27 ms [2022-04-11 23:50:16 main:574] : INFO : Epoch 1682 | loss: 0.0312303 | val_loss: 0.0312337 | Time: 1570.89 ms [2022-04-11 23:50:17 main:574] : INFO : Epoch 1683 | loss: 0.0312301 | val_loss: 0.0312335 | Time: 1511.88 ms [2022-04-11 23:50:19 main:574] : INFO : Epoch 1684 | loss: 0.0312313 | val_loss: 0.0312358 | Time: 1412.93 ms [2022-04-11 23:50:20 main:574] : INFO : Epoch 1685 | loss: 0.031232 | val_loss: 0.0312334 | Time: 1329.22 ms [2022-04-11 23:50:21 main:574] : INFO : Epoch 1686 | loss: 0.0312306 | val_loss: 0.0312332 | Time: 1301.01 ms [2022-04-11 23:50:23 main:574] : INFO : Epoch 1687 | loss: 0.0312319 | val_loss: 0.0312341 | Time: 1387.65 ms [2022-04-11 23:50:24 main:574] : INFO : Epoch 1688 | loss: 0.0312312 | val_loss: 0.0312345 | Time: 1507.69 ms [2022-04-11 23:50:26 main:574] : INFO : Epoch 1689 | loss: 0.0312316 | val_loss: 0.0312343 | Time: 1428.56 ms [2022-04-11 23:50:27 main:574] : INFO : Epoch 1690 | loss: 0.0312311 | val_loss: 0.0312365 | Time: 1381.67 ms [2022-04-11 23:50:29 main:574] : INFO : Epoch 1691 | loss: 0.031232 | val_loss: 0.0312346 | Time: 1436.8 ms [2022-04-11 23:50:30 main:574] : INFO : Epoch 1692 | loss: 0.0312382 | val_loss: 0.0312331 | Time: 1507.88 ms [2022-04-11 23:50:32 main:574] : INFO : Epoch 1693 | loss: 0.0312338 | val_loss: 0.0312362 | Time: 1456.7 ms [2022-04-11 23:50:33 main:574] : INFO : Epoch 1694 | loss: 0.0312324 | val_loss: 0.0312352 | Time: 1351.36 ms [2022-04-11 23:50:34 main:574] : INFO : Epoch 1695 | loss: 0.0312309 | val_loss: 0.031233 | Time: 1458.83 ms [2022-04-11 23:50:36 main:574] : INFO : Epoch 1696 | loss: 0.0312311 | val_loss: 0.0312332 | Time: 1295.68 ms [2022-04-11 23:50:37 main:574] : INFO : Epoch 1697 | loss: 0.0312305 | val_loss: 0.0312355 | Time: 1452.11 ms [2022-04-11 23:50:39 main:574] : INFO : Epoch 1698 | loss: 0.0312323 | val_loss: 0.0312334 | Time: 1359.02 ms [2022-04-11 23:50:40 main:574] : INFO : Epoch 1699 | loss: 0.0312307 | val_loss: 0.031233 | Time: 1409.55 ms [2022-04-11 23:50:41 main:574] : INFO : Epoch 1700 | loss: 0.0312318 | val_loss: 0.0312377 | Time: 1327.87 ms [2022-04-11 23:50:43 main:574] : INFO : Epoch 1701 | loss: 0.0312319 | val_loss: 0.0312344 | Time: 1360.88 ms [2022-04-11 23:50:44 main:574] : INFO : Epoch 1702 | loss: 0.0312321 | val_loss: 0.0312335 | Time: 1301.5 ms [2022-04-11 23:50:45 main:574] : INFO : Epoch 1703 | loss: 0.031232 | val_loss: 0.031233 | Time: 1259.5 ms [2022-04-11 23:50:47 main:574] : INFO : Epoch 1704 | loss: 0.0312323 | val_loss: 0.0312351 | Time: 1304.47 ms [2022-04-11 23:50:48 main:574] : INFO : Epoch 1705 | loss: 0.0312336 | val_loss: 0.031237 | Time: 1316.02 ms [2022-04-11 23:50:49 main:574] : INFO : Epoch 1706 | loss: 0.0312325 | val_loss: 0.0312345 | Time: 1315.66 ms [2022-04-11 23:50:51 main:574] : INFO : Epoch 1707 | loss: 0.0312313 | val_loss: 0.0312341 | Time: 1335.53 ms [2022-04-11 23:50:52 main:574] : INFO : Epoch 1708 | loss: 0.0312321 | val_loss: 0.0312339 | Time: 1311.3 ms [2022-04-11 23:50:53 main:574] : INFO : Epoch 1709 | loss: 0.0312308 | val_loss: 0.0312345 | Time: 1335.68 ms [2022-04-11 23:50:55 main:574] : INFO : Epoch 1710 | loss: 0.0312311 | val_loss: 0.0312332 | Time: 1253.85 ms [2022-04-11 23:50:56 main:574] : INFO : Epoch 1711 | loss: 0.0312301 | val_loss: 0.0312327 | Time: 1394.51 ms [2022-04-11 23:50:57 main:574] : INFO : Epoch 1712 | loss: 0.0312314 | val_loss: 0.0312334 | Time: 1357.68 ms [2022-04-11 23:50:59 main:574] : INFO : Epoch 1713 | loss: 0.0312308 | val_loss: 0.0312333 | Time: 1260.18 ms [2022-04-11 23:51:00 main:574] : INFO : Epoch 1714 | loss: 0.0312317 | val_loss: 0.0312359 | Time: 1339.94 ms [2022-04-11 23:51:01 main:574] : INFO : Epoch 1715 | loss: 0.031231 | val_loss: 0.0312332 | Time: 1357.94 ms [2022-04-11 23:51:03 main:574] : INFO : Epoch 1716 | loss: 0.0312305 | val_loss: 0.0312329 | Time: 1327.05 ms [2022-04-11 23:51:04 main:574] : INFO : Epoch 1717 | loss: 0.0312302 | val_loss: 0.0312327 | Time: 1352.41 ms [2022-04-11 23:51:05 main:574] : INFO : Epoch 1718 | loss: 0.0312322 | val_loss: 0.0312331 | Time: 1283.89 ms [2022-04-11 23:51:07 main:574] : INFO : Epoch 1719 | loss: 0.0312309 | val_loss: 0.0312328 | Time: 1242.93 ms [2022-04-11 23:51:08 main:574] : INFO : Epoch 1720 | loss: 0.0312307 | val_loss: 0.031233 | Time: 1331.88 ms [2022-04-11 23:51:09 main:574] : INFO : Epoch 1721 | loss: 0.0312301 | val_loss: 0.031233 | Time: 1423.73 ms [2022-04-11 23:51:11 main:574] : INFO : Epoch 1722 | loss: 0.0312303 | val_loss: 0.0312347 | Time: 1339.19 ms [2022-04-11 23:51:12 main:574] : INFO : Epoch 1723 | loss: 0.0312303 | val_loss: 0.031234 | Time: 1395.2 ms [2022-04-11 23:51:14 main:574] : INFO : Epoch 1724 | loss: 0.0312317 | val_loss: 0.0312331 | Time: 1273.08 ms [2022-04-11 23:51:15 main:574] : INFO : Epoch 1725 | loss: 0.0312307 | val_loss: 0.0312324 | Time: 1317.6 ms [2022-04-11 23:51:16 main:574] : INFO : Epoch 1726 | loss: 0.0312307 | val_loss: 0.0312326 | Time: 1312.54 ms [2022-04-11 23:51:18 main:574] : INFO : Epoch 1727 | loss: 0.031231 | val_loss: 0.0312324 | Time: 1317.21 ms [2022-04-11 23:51:19 main:574] : INFO : Epoch 1728 | loss: 0.0312302 | val_loss: 0.0312322 | Time: 1314.27 ms [2022-04-11 23:51:20 main:574] : INFO : Epoch 1729 | loss: 0.0312307 | val_loss: 0.0312325 | Time: 1310.31 ms [2022-04-11 23:51:22 main:574] : INFO : Epoch 1730 | loss: 0.0312305 | val_loss: 0.0312325 | Time: 1355.32 ms [2022-04-11 23:51:23 main:574] : INFO : Epoch 1731 | loss: 0.0312312 | val_loss: 0.031237 | Time: 1414.92 ms [2022-04-11 23:51:24 main:574] : INFO : Epoch 1732 | loss: 0.0312318 | val_loss: 0.0312331 | Time: 1389.62 ms [2022-04-11 23:51:26 main:574] : INFO : Epoch 1733 | loss: 0.0312306 | val_loss: 0.0312351 | Time: 1356.53 ms [2022-04-11 23:51:27 main:574] : INFO : Epoch 1734 | loss: 0.0312314 | val_loss: 0.0312331 | Time: 1312.12 ms [2022-04-11 23:51:28 main:574] : INFO : Epoch 1735 | loss: 0.0312309 | val_loss: 0.0312337 | Time: 1327.85 ms [2022-04-11 23:51:30 main:574] : INFO : Epoch 1736 | loss: 0.0312302 | val_loss: 0.0312323 | Time: 1330.1 ms [2022-04-11 23:51:31 main:574] : INFO : Epoch 1737 | loss: 0.0312307 | val_loss: 0.0312321 | Time: 1463.16 ms [2022-04-11 23:51:33 main:574] : INFO : Epoch 1738 | loss: 0.0312301 | val_loss: 0.0312331 | Time: 1356.84 ms [2022-04-11 23:51:34 main:574] : INFO : Epoch 1739 | loss: 0.0312306 | val_loss: 0.0312335 | Time: 1363.59 ms [2022-04-11 23:51:36 main:574] : INFO : Epoch 1740 | loss: 0.0312313 | val_loss: 0.0312332 | Time: 1480.31 ms [2022-04-11 23:51:37 main:574] : INFO : Epoch 1741 | loss: 0.0312309 | val_loss: 0.0312332 | Time: 1377.15 ms [2022-04-11 23:51:38 main:574] : INFO : Epoch 1742 | loss: 0.031232 | val_loss: 0.0312348 | Time: 1272.4 ms [2022-04-11 23:51:40 main:574] : INFO : Epoch 1743 | loss: 0.0312307 | val_loss: 0.0312327 | Time: 1334.74 ms [2022-04-11 23:51:41 main:574] : INFO : Epoch 1744 | loss: 0.0312312 | val_loss: 0.0312365 | Time: 1383.74 ms [2022-04-11 23:51:42 main:574] : INFO : Epoch 1745 | loss: 0.0312323 | val_loss: 0.0312335 | Time: 1413.55 ms [2022-04-11 23:51:44 main:574] : INFO : Epoch 1746 | loss: 0.0312321 | val_loss: 0.0312339 | Time: 1374.36 ms [2022-04-11 23:51:45 main:574] : INFO : Epoch 1747 | loss: 0.0312307 | val_loss: 0.0312334 | Time: 1453 ms [2022-04-11 23:51:47 main:574] : INFO : Epoch 1748 | loss: 0.0312301 | val_loss: 0.0312325 | Time: 1484.99 ms [2022-04-11 23:51:48 main:574] : INFO : Epoch 1749 | loss: 0.0312307 | val_loss: 0.0312331 | Time: 1283.76 ms [2022-04-11 23:51:49 main:574] : INFO : Epoch 1750 | loss: 0.031231 | val_loss: 0.0312323 | Time: 1330.62 ms [2022-04-11 23:51:51 main:574] : INFO : Epoch 1751 | loss: 0.0312304 | val_loss: 0.0312316 | Time: 1304.95 ms [2022-04-11 23:51:52 main:574] : INFO : Epoch 1752 | loss: 0.0312306 | val_loss: 0.0312321 | Time: 1288.93 ms [2022-04-11 23:51:53 main:574] : INFO : Epoch 1753 | loss: 0.0312301 | val_loss: 0.0312316 | Time: 1381.78 ms [2022-04-11 23:51:55 main:574] : INFO : Epoch 1754 | loss: 0.0312325 | val_loss: 0.0312341 | Time: 1314.52 ms [2022-04-11 23:51:56 main:574] : INFO : Epoch 1755 | loss: 0.0312305 | val_loss: 0.0312315 | Time: 1368.46 ms [2022-04-11 23:51:57 main:574] : INFO : Epoch 1756 | loss: 0.0312309 | val_loss: 0.0312349 | Time: 1257.67 ms [2022-04-11 23:51:59 main:574] : INFO : Epoch 1757 | loss: 0.0312303 | val_loss: 0.0312319 | Time: 1295.1 ms [2022-04-11 23:52:00 main:574] : INFO : Epoch 1758 | loss: 0.0312303 | val_loss: 0.0312314 | Time: 1326.51 ms [2022-04-11 23:52:01 main:574] : INFO : Epoch 1759 | loss: 0.0312299 | val_loss: 0.0312324 | Time: 1342.37 ms [2022-04-11 23:52:03 main:574] : INFO : Epoch 1760 | loss: 0.0312298 | val_loss: 0.0312317 | Time: 1362.01 ms [2022-04-11 23:52:04 main:574] : INFO : Epoch 1761 | loss: 0.03123 | val_loss: 0.0312327 | Time: 1307.9 ms [2022-04-11 23:52:05 main:574] : INFO : Epoch 1762 | loss: 0.0312299 | val_loss: 0.0312313 | Time: 1304 ms [2022-04-11 23:52:07 main:574] : INFO : Epoch 1763 | loss: 0.03123 | val_loss: 0.031232 | Time: 1340.71 ms [2022-04-11 23:52:08 main:574] : INFO : Epoch 1764 | loss: 0.0312301 | val_loss: 0.0312325 | Time: 1267.01 ms [2022-04-11 23:52:09 main:574] : INFO : Epoch 1765 | loss: 0.031231 | val_loss: 0.031232 | Time: 1293.58 ms [2022-04-11 23:52:11 main:574] : INFO : Epoch 1766 | loss: 0.03123 | val_loss: 0.0312311 | Time: 1285.59 ms [2022-04-11 23:52:12 main:574] : INFO : Epoch 1767 | loss: 0.0312331 | val_loss: 0.0312331 | Time: 1283.89 ms [2022-04-11 23:52:13 main:574] : INFO : Epoch 1768 | loss: 0.0312312 | val_loss: 0.031232 | Time: 1340.06 ms [2022-04-11 23:52:15 main:574] : INFO : Epoch 1769 | loss: 0.0312309 | val_loss: 0.0312325 | Time: 1361.25 ms [2022-04-11 23:52:16 main:574] : INFO : Epoch 1770 | loss: 0.0312332 | val_loss: 0.0312332 | Time: 1306.94 ms [2022-04-11 23:52:17 main:574] : INFO : Epoch 1771 | loss: 0.0312307 | val_loss: 0.0312356 | Time: 1362.31 ms [2022-04-11 23:52:19 main:574] : INFO : Epoch 1772 | loss: 0.0312319 | val_loss: 0.0312318 | Time: 1319.59 ms [2022-04-11 23:52:20 main:574] : INFO : Epoch 1773 | loss: 0.0312327 | val_loss: 0.0312359 | Time: 1418.68 ms [2022-04-11 23:52:22 main:574] : INFO : Epoch 1774 | loss: 0.0312333 | val_loss: 0.0312344 | Time: 1436.86 ms [2022-04-11 23:52:23 main:574] : INFO : Epoch 1775 | loss: 0.0312305 | val_loss: 0.031232 | Time: 1387.43 ms [2022-04-11 23:52:24 main:574] : INFO : Epoch 1776 | loss: 0.0312301 | val_loss: 0.031232 | Time: 1308.38 ms [2022-04-11 23:52:26 main:574] : INFO : Epoch 1777 | loss: 0.03123 | val_loss: 0.0312316 | Time: 1286.87 ms [2022-04-11 23:52:27 main:574] : INFO : Epoch 1778 | loss: 0.03123 | val_loss: 0.0312317 | Time: 1376.65 ms [2022-04-11 23:52:28 main:574] : INFO : Epoch 1779 | loss: 0.0312303 | val_loss: 0.0312332 | Time: 1309.22 ms [2022-04-11 23:52:30 main:574] : INFO : Epoch 1780 | loss: 0.0312302 | val_loss: 0.0312354 | Time: 1304.91 ms [2022-04-11 23:52:31 main:574] : INFO : Epoch 1781 | loss: 0.0312317 | val_loss: 0.0312382 | Time: 1358.82 ms [2022-04-11 23:52:32 main:574] : INFO : Epoch 1782 | loss: 0.0312315 | val_loss: 0.0312314 | Time: 1364.7 ms [2022-04-11 23:52:34 main:574] : INFO : Epoch 1783 | loss: 0.0312297 | val_loss: 0.0312327 | Time: 1325.06 ms [2022-04-11 23:52:35 main:574] : INFO : Epoch 1784 | loss: 0.0312314 | val_loss: 0.0312358 | Time: 1276.2 ms [2022-04-11 23:52:36 main:574] : INFO : Epoch 1785 | loss: 0.0312316 | val_loss: 0.0312337 | Time: 1249.36 ms [2022-04-11 23:52:38 main:574] : INFO : Epoch 1786 | loss: 0.0312303 | val_loss: 0.0312315 | Time: 1320.24 ms [2022-04-11 23:52:39 main:574] : INFO : Epoch 1787 | loss: 0.0312299 | val_loss: 0.0312326 | Time: 1372.75 ms [2022-04-11 23:52:40 main:574] : INFO : Epoch 1788 | loss: 0.0312302 | val_loss: 0.0312317 | Time: 1299.36 ms [2022-04-11 23:52:42 main:574] : INFO : Epoch 1789 | loss: 0.0312298 | val_loss: 0.0312319 | Time: 1248.48 ms [2022-04-11 23:52:43 main:574] : INFO : Epoch 1790 | loss: 0.0312302 | val_loss: 0.0312315 | Time: 1312.53 ms [2022-04-11 23:52:44 main:574] : INFO : Epoch 1791 | loss: 0.0312294 | val_loss: 0.0312314 | Time: 1287.44 ms [2022-04-11 23:52:45 main:574] : INFO : Epoch 1792 | loss: 0.0312292 | val_loss: 0.0312325 | Time: 1318.8 ms [2022-04-11 23:52:47 main:574] : INFO : Epoch 1793 | loss: 0.0312296 | val_loss: 0.0312316 | Time: 1279.6 ms [2022-04-11 23:52:48 main:574] : INFO : Epoch 1794 | loss: 0.0312296 | val_loss: 0.0312313 | Time: 1347.12 ms [2022-04-11 23:52:49 main:574] : INFO : Epoch 1795 | loss: 0.0312299 | val_loss: 0.0312314 | Time: 1328.64 ms [2022-04-11 23:52:51 main:574] : INFO : Epoch 1796 | loss: 0.0312297 | val_loss: 0.0312316 | Time: 1275.02 ms [2022-04-11 23:52:52 main:574] : INFO : Epoch 1797 | loss: 0.0312301 | val_loss: 0.031232 | Time: 1230.23 ms [2022-04-11 23:52:53 main:574] : INFO : Epoch 1798 | loss: 0.0312313 | val_loss: 0.0312313 | Time: 1300.36 ms [2022-04-11 23:52:55 main:574] : INFO : Epoch 1799 | loss: 0.0312326 | val_loss: 0.0312333 | Time: 1336.82 ms [2022-04-11 23:52:56 main:574] : INFO : Epoch 1800 | loss: 0.0312323 | val_loss: 0.0312319 | Time: 1266.38 ms [2022-04-11 23:52:57 main:574] : INFO : Epoch 1801 | loss: 0.031231 | val_loss: 0.0312362 | Time: 1324.47 ms [2022-04-11 23:52:59 main:574] : INFO : Epoch 1802 | loss: 0.0312302 | val_loss: 0.0312319 | Time: 1265.57 ms [2022-04-11 23:53:00 main:574] : INFO : Epoch 1803 | loss: 0.0312297 | val_loss: 0.0312315 | Time: 1266.67 ms [2022-04-11 23:53:01 main:574] : INFO : Epoch 1804 | loss: 0.0312301 | val_loss: 0.0312317 | Time: 1369.16 ms [2022-04-11 23:53:03 main:574] : INFO : Epoch 1805 | loss: 0.0312294 | val_loss: 0.0312317 | Time: 1274.84 ms [2022-04-11 23:53:04 main:574] : INFO : Epoch 1806 | loss: 0.0312304 | val_loss: 0.031233 | Time: 1411.01 ms [2022-04-11 23:53:05 main:574] : INFO : Epoch 1807 | loss: 0.0312295 | val_loss: 0.0312313 | Time: 1335.53 ms [2022-04-11 23:53:07 main:574] : INFO : Epoch 1808 | loss: 0.0312309 | val_loss: 0.0312343 | Time: 1299.29 ms [2022-04-11 23:53:08 main:574] : INFO : Epoch 1809 | loss: 0.0312311 | val_loss: 0.0312315 | Time: 1268.4 ms [2022-04-11 23:53:09 main:574] : INFO : Epoch 1810 | loss: 0.0312295 | val_loss: 0.0312315 | Time: 1272 ms [2022-04-11 23:53:10 main:574] : INFO : Epoch 1811 | loss: 0.0312292 | val_loss: 0.0312347 | Time: 1254.01 ms [2022-04-11 23:53:12 main:574] : INFO : Epoch 1812 | loss: 0.0312308 | val_loss: 0.0312322 | Time: 1321.74 ms [2022-04-11 23:53:13 main:574] : INFO : Epoch 1813 | loss: 0.03123 | val_loss: 0.031232 | Time: 1284.52 ms [2022-04-11 23:53:14 main:574] : INFO : Epoch 1814 | loss: 0.0312297 | val_loss: 0.0312316 | Time: 1271.36 ms [2022-04-11 23:53:16 main:574] : INFO : Epoch 1815 | loss: 0.0312296 | val_loss: 0.0312329 | Time: 1261.05 ms [2022-04-11 23:53:17 main:574] : INFO : Epoch 1816 | loss: 0.0312312 | val_loss: 0.0312313 | Time: 1308.2 ms [2022-04-11 23:53:18 main:574] : INFO : Epoch 1817 | loss: 0.0312315 | val_loss: 0.0312365 | Time: 1320.45 ms [2022-04-11 23:53:20 main:574] : INFO : Epoch 1818 | loss: 0.0312309 | val_loss: 0.031237 | Time: 1302.03 ms [2022-04-11 23:53:21 main:574] : INFO : Epoch 1819 | loss: 0.0312321 | val_loss: 0.0312319 | Time: 1288.15 ms [2022-04-11 23:53:22 main:574] : INFO : Epoch 1820 | loss: 0.0312302 | val_loss: 0.0312334 | Time: 1340.64 ms [2022-04-11 23:53:24 main:574] : INFO : Epoch 1821 | loss: 0.0312297 | val_loss: 0.0312316 | Time: 1294.85 ms [2022-04-11 23:53:25 main:574] : INFO : Epoch 1822 | loss: 0.0312334 | val_loss: 0.031233 | Time: 1287.58 ms [2022-04-11 23:53:26 main:574] : INFO : Epoch 1823 | loss: 0.0312329 | val_loss: 0.0312318 | Time: 1305.02 ms [2022-04-11 23:53:27 main:574] : INFO : Epoch 1824 | loss: 0.0312298 | val_loss: 0.0312338 | Time: 1203.68 ms [2022-04-11 23:53:29 main:574] : INFO : Epoch 1825 | loss: 0.0312301 | val_loss: 0.0312324 | Time: 1340.18 ms [2022-04-11 23:53:30 main:574] : INFO : Epoch 1826 | loss: 0.0312306 | val_loss: 0.0312314 | Time: 1260.7 ms [2022-04-11 23:53:31 main:574] : INFO : Epoch 1827 | loss: 0.0312291 | val_loss: 0.0312319 | Time: 1341.9 ms [2022-04-11 23:53:33 main:574] : INFO : Epoch 1828 | loss: 0.0312316 | val_loss: 0.0312341 | Time: 1243.47 ms [2022-04-11 23:53:34 main:574] : INFO : Epoch 1829 | loss: 0.0312305 | val_loss: 0.0312328 | Time: 1313.08 ms [2022-04-11 23:53:35 main:574] : INFO : Epoch 1830 | loss: 0.0312305 | val_loss: 0.0312342 | Time: 1327.85 ms [2022-04-11 23:53:37 main:574] : INFO : Epoch 1831 | loss: 0.0312314 | val_loss: 0.0312325 | Time: 1299.59 ms [2022-04-11 23:53:38 main:574] : INFO : Epoch 1832 | loss: 0.0312296 | val_loss: 0.0312309 | Time: 1250.34 ms [2022-04-11 23:53:39 main:574] : INFO : Epoch 1833 | loss: 0.031229 | val_loss: 0.0312321 | Time: 1246.05 ms [2022-04-11 23:53:40 main:574] : INFO : Epoch 1834 | loss: 0.0312308 | val_loss: 0.0312325 | Time: 1311.89 ms [2022-04-11 23:53:42 main:574] : INFO : Epoch 1835 | loss: 0.0312317 | val_loss: 0.0312323 | Time: 1293.94 ms [2022-04-11 23:53:43 main:574] : INFO : Epoch 1836 | loss: 0.0312289 | val_loss: 0.0312307 | Time: 1316.75 ms [2022-04-11 23:53:44 main:574] : INFO : Epoch 1837 | loss: 0.0312295 | val_loss: 0.0312361 | Time: 1295 ms [2022-04-11 23:53:46 main:574] : INFO : Epoch 1838 | loss: 0.0312311 | val_loss: 0.0312355 | Time: 1251.89 ms [2022-04-11 23:53:47 main:574] : INFO : Epoch 1839 | loss: 0.0312295 | val_loss: 0.0312307 | Time: 1347.57 ms [2022-04-11 23:53:48 main:574] : INFO : Epoch 1840 | loss: 0.0312291 | val_loss: 0.0312308 | Time: 1304.72 ms [2022-04-11 23:53:50 main:574] : INFO : Epoch 1841 | loss: 0.0312291 | val_loss: 0.0312327 | Time: 1317.39 ms [2022-04-11 23:53:51 main:574] : INFO : Epoch 1842 | loss: 0.0312303 | val_loss: 0.0312321 | Time: 1306.41 ms [2022-04-11 23:53:52 main:574] : INFO : Epoch 1843 | loss: 0.031231 | val_loss: 0.0312343 | Time: 1279.42 ms [2022-04-11 23:53:54 main:574] : INFO : Epoch 1844 | loss: 0.0312299 | val_loss: 0.0312338 | Time: 1322.83 ms [2022-04-11 23:53:55 main:574] : INFO : Epoch 1845 | loss: 0.0312295 | val_loss: 0.0312308 | Time: 1274.76 ms [2022-04-11 23:53:56 main:574] : INFO : Epoch 1846 | loss: 0.0312291 | val_loss: 0.0312309 | Time: 1331.93 ms [2022-04-11 23:53:58 main:574] : INFO : Epoch 1847 | loss: 0.031229 | val_loss: 0.0312305 | Time: 1250.49 ms [2022-04-11 23:53:59 main:574] : INFO : Epoch 1848 | loss: 0.0312287 | val_loss: 0.0312306 | Time: 1297.94 ms [2022-04-11 23:54:00 main:574] : INFO : Epoch 1849 | loss: 0.0312286 | val_loss: 0.0312314 | Time: 1265.53 ms [2022-04-11 23:54:01 main:574] : INFO : Epoch 1850 | loss: 0.0312289 | val_loss: 0.0312343 | Time: 1294.47 ms [2022-04-11 23:54:03 main:574] : INFO : Epoch 1851 | loss: 0.0312303 | val_loss: 0.031232 | Time: 1333.34 ms [2022-04-11 23:54:04 main:574] : INFO : Epoch 1852 | loss: 0.031229 | val_loss: 0.0312319 | Time: 1296.11 ms [2022-04-11 23:54:05 main:574] : INFO : Epoch 1853 | loss: 0.0312294 | val_loss: 0.0312423 | Time: 1379.99 ms [2022-04-11 23:54:07 main:574] : INFO : Epoch 1854 | loss: 0.0312312 | val_loss: 0.0312344 | Time: 1382.44 ms [2022-04-11 23:54:08 main:574] : INFO : Epoch 1855 | loss: 0.0312298 | val_loss: 0.0312307 | Time: 1348.18 ms [2022-04-11 23:54:10 main:574] : INFO : Epoch 1856 | loss: 0.0312284 | val_loss: 0.0312312 | Time: 1313.53 ms [2022-04-11 23:54:11 main:574] : INFO : Epoch 1857 | loss: 0.031229 | val_loss: 0.0312314 | Time: 1301.24 ms [2022-04-11 23:54:12 main:574] : INFO : Epoch 1858 | loss: 0.0312312 | val_loss: 0.031236 | Time: 1335.8 ms [2022-04-11 23:54:13 main:574] : INFO : Epoch 1859 | loss: 0.0312319 | val_loss: 0.0312306 | Time: 1215.16 ms [2022-04-11 23:54:15 main:574] : INFO : Epoch 1860 | loss: 0.0312282 | val_loss: 0.0312324 | Time: 1314.58 ms [2022-04-11 23:54:16 main:574] : INFO : Epoch 1861 | loss: 0.0312301 | val_loss: 0.0312315 | Time: 1265.59 ms [2022-04-11 23:54:17 main:574] : INFO : Epoch 1862 | loss: 0.0312306 | val_loss: 0.0312313 | Time: 1317.49 ms [2022-04-11 23:54:19 main:574] : INFO : Epoch 1863 | loss: 0.0312288 | val_loss: 0.0312322 | Time: 1390.87 ms [2022-04-11 23:54:20 main:574] : INFO : Epoch 1864 | loss: 0.0312294 | val_loss: 0.0312308 | Time: 1319.99 ms [2022-04-11 23:54:21 main:574] : INFO : Epoch 1865 | loss: 0.0312313 | val_loss: 0.0312358 | Time: 1242.25 ms [2022-04-11 23:54:23 main:574] : INFO : Epoch 1866 | loss: 0.0312306 | val_loss: 0.0312307 | Time: 1257.89 ms [2022-04-11 23:54:24 main:574] : INFO : Epoch 1867 | loss: 0.031229 | val_loss: 0.0312341 | Time: 1326 ms [2022-04-11 23:54:25 main:574] : INFO : Epoch 1868 | loss: 0.0312289 | val_loss: 0.0312304 | Time: 1276.52 ms [2022-04-11 23:54:27 main:574] : INFO : Epoch 1869 | loss: 0.0312282 | val_loss: 0.031235 | Time: 1280.32 ms [2022-04-11 23:54:28 main:574] : INFO : Epoch 1870 | loss: 0.0312283 | val_loss: 0.0312301 | Time: 1317.6 ms [2022-04-11 23:54:29 main:574] : INFO : Epoch 1871 | loss: 0.0312292 | val_loss: 0.0312312 | Time: 1253.07 ms [2022-04-11 23:54:30 main:574] : INFO : Epoch 1872 | loss: 0.0312308 | val_loss: 0.0312352 | Time: 1274.12 ms [2022-04-11 23:54:32 main:574] : INFO : Epoch 1873 | loss: 0.0312303 | val_loss: 0.0312368 | Time: 1331.26 ms [2022-04-11 23:54:33 main:574] : INFO : Epoch 1874 | loss: 0.0312331 | val_loss: 0.0312345 | Time: 1266.81 ms [2022-04-11 23:54:34 main:574] : INFO : Epoch 1875 | loss: 0.0312302 | val_loss: 0.0312307 | Time: 1336.18 ms [2022-04-11 23:54:36 main:574] : INFO : Epoch 1876 | loss: 0.0312295 | val_loss: 0.0312316 | Time: 1277.91 ms [2022-04-11 23:54:37 main:574] : INFO : Epoch 1877 | loss: 0.0312289 | val_loss: 0.0312312 | Time: 1250.21 ms [2022-04-11 23:54:38 main:574] : INFO : Epoch 1878 | loss: 0.0312296 | val_loss: 0.0312322 | Time: 1273.61 ms [2022-04-11 23:54:40 main:574] : INFO : Epoch 1879 | loss: 0.0312299 | val_loss: 0.031233 | Time: 1348.16 ms [2022-04-11 23:54:41 main:574] : INFO : Epoch 1880 | loss: 0.0312288 | val_loss: 0.0312316 | Time: 1367.21 ms [2022-04-11 23:54:42 main:574] : INFO : Epoch 1881 | loss: 0.0312294 | val_loss: 0.0312312 | Time: 1403.06 ms [2022-04-11 23:54:44 main:574] : INFO : Epoch 1882 | loss: 0.0312306 | val_loss: 0.0312378 | Time: 1423.62 ms [2022-04-11 23:54:45 main:574] : INFO : Epoch 1883 | loss: 0.0312327 | val_loss: 0.0312377 | Time: 1360.41 ms [2022-04-11 23:54:47 main:574] : INFO : Epoch 1884 | loss: 0.0312301 | val_loss: 0.0312343 | Time: 1269.03 ms [2022-04-11 23:54:48 main:574] : INFO : Epoch 1885 | loss: 0.0312313 | val_loss: 0.0312342 | Time: 1309.1 ms [2022-04-11 23:54:49 main:574] : INFO : Epoch 1886 | loss: 0.0312294 | val_loss: 0.0312314 | Time: 1276.55 ms [2022-04-11 23:54:50 main:574] : INFO : Epoch 1887 | loss: 0.0312292 | val_loss: 0.0312314 | Time: 1297.51 ms [2022-04-11 23:54:52 main:574] : INFO : Epoch 1888 | loss: 0.0312307 | val_loss: 0.0312315 | Time: 1323.34 ms [2022-04-11 23:54:53 main:574] : INFO : Epoch 1889 | loss: 0.0312282 | val_loss: 0.0312303 | Time: 1301.27 ms [2022-04-11 23:54:54 main:574] : INFO : Epoch 1890 | loss: 0.0312301 | val_loss: 0.0312334 | Time: 1324.9 ms [2022-04-11 23:54:56 main:574] : INFO : Epoch 1891 | loss: 0.0312322 | val_loss: 0.0312333 | Time: 1419.38 ms [2022-04-11 23:54:57 main:574] : INFO : Epoch 1892 | loss: 0.0312294 | val_loss: 0.0312335 | Time: 1210.94 ms [2022-04-11 23:54:58 main:574] : INFO : Epoch 1893 | loss: 0.0312288 | val_loss: 0.0312307 | Time: 1278.73 ms [2022-04-11 23:55:00 main:574] : INFO : Epoch 1894 | loss: 0.0312282 | val_loss: 0.0312309 | Time: 1416.93 ms [2022-04-11 23:55:01 main:574] : INFO : Epoch 1895 | loss: 0.0312293 | val_loss: 0.031235 | Time: 1332.87 ms [2022-04-11 23:55:02 main:574] : INFO : Epoch 1896 | loss: 0.0312284 | val_loss: 0.0312306 | Time: 1309.56 ms [2022-04-11 23:55:04 main:574] : INFO : Epoch 1897 | loss: 0.0312283 | val_loss: 0.03123 | Time: 1439.57 ms [2022-04-11 23:55:05 main:574] : INFO : Epoch 1898 | loss: 0.0312289 | val_loss: 0.0312305 | Time: 1347.22 ms [2022-04-11 23:55:07 main:574] : INFO : Epoch 1899 | loss: 0.0312298 | val_loss: 0.031231 | Time: 1295.84 ms [2022-04-11 23:55:08 main:574] : INFO : Epoch 1900 | loss: 0.0312293 | val_loss: 0.0312334 | Time: 1400.78 ms [2022-04-11 23:55:09 main:574] : INFO : Epoch 1901 | loss: 0.0312305 | val_loss: 0.0312305 | Time: 1318.09 ms [2022-04-11 23:55:11 main:574] : INFO : Epoch 1902 | loss: 0.0312284 | val_loss: 0.0312301 | Time: 1304.3 ms [2022-04-11 23:55:12 main:574] : INFO : Epoch 1903 | loss: 0.0312289 | val_loss: 0.0312312 | Time: 1332.29 ms [2022-04-11 23:55:13 main:574] : INFO : Epoch 1904 | loss: 0.0312297 | val_loss: 0.0312449 | Time: 1337.11 ms [2022-04-11 23:55:15 main:574] : INFO : Epoch 1905 | loss: 0.0312336 | val_loss: 0.0312423 | Time: 1288.21 ms [2022-04-11 23:55:16 main:574] : INFO : Epoch 1906 | loss: 0.0312321 | val_loss: 0.0312347 | Time: 1290.52 ms [2022-04-11 23:55:17 main:574] : INFO : Epoch 1907 | loss: 0.0312325 | val_loss: 0.0312309 | Time: 1263.79 ms [2022-04-11 23:55:19 main:574] : INFO : Epoch 1908 | loss: 0.031228 | val_loss: 0.0312302 | Time: 1328.78 ms [2022-04-11 23:55:20 main:574] : INFO : Epoch 1909 | loss: 0.0312277 | val_loss: 0.0312305 | Time: 1416.27 ms [2022-04-11 23:55:21 main:574] : INFO : Epoch 1910 | loss: 0.0312274 | val_loss: 0.0312301 | Time: 1332.81 ms [2022-04-11 23:55:23 main:574] : INFO : Epoch 1911 | loss: 0.0312284 | val_loss: 0.0312307 | Time: 1294.7 ms [2022-04-11 23:55:24 main:574] : INFO : Epoch 1912 | loss: 0.0312276 | val_loss: 0.0312299 | Time: 1538.02 ms [2022-04-11 23:55:26 main:574] : INFO : Epoch 1913 | loss: 0.0312279 | val_loss: 0.0312304 | Time: 1401.82 ms [2022-04-11 23:55:27 main:574] : INFO : Epoch 1914 | loss: 0.0312284 | val_loss: 0.0312302 | Time: 1432.3 ms [2022-04-11 23:55:29 main:574] : INFO : Epoch 1915 | loss: 0.0312292 | val_loss: 0.0312308 | Time: 1503.21 ms [2022-04-11 23:55:30 main:574] : INFO : Epoch 1916 | loss: 0.0312296 | val_loss: 0.0312355 | Time: 1565.34 ms [2022-04-11 23:55:32 main:574] : INFO : Epoch 1917 | loss: 0.0312282 | val_loss: 0.0312298 | Time: 1430.66 ms [2022-04-11 23:55:33 main:574] : INFO : Epoch 1918 | loss: 0.0312279 | val_loss: 0.0312317 | Time: 1439.5 ms [2022-04-11 23:55:35 main:574] : INFO : Epoch 1919 | loss: 0.0312283 | val_loss: 0.0312301 | Time: 1637.88 ms [2022-04-11 23:55:36 main:574] : INFO : Epoch 1920 | loss: 0.0312282 | val_loss: 0.0312321 | Time: 1544.84 ms [2022-04-11 23:55:38 main:574] : INFO : Epoch 1921 | loss: 0.0312299 | val_loss: 0.0312298 | Time: 1426.72 ms [2022-04-11 23:55:39 main:574] : INFO : Epoch 1922 | loss: 0.0312291 | val_loss: 0.0312301 | Time: 1591.1 ms [2022-04-11 23:55:41 main:574] : INFO : Epoch 1923 | loss: 0.0312273 | val_loss: 0.0312287 | Time: 1425.02 ms [2022-04-11 23:55:42 main:574] : INFO : Epoch 1924 | loss: 0.0312268 | val_loss: 0.0312287 | Time: 1469.02 ms [2022-04-11 23:55:44 main:574] : INFO : Epoch 1925 | loss: 0.0312275 | val_loss: 0.03123 | Time: 1436.56 ms [2022-04-11 23:55:45 main:574] : INFO : Epoch 1926 | loss: 0.0312282 | val_loss: 0.0312286 | Time: 1473.8 ms [2022-04-11 23:55:47 main:574] : INFO : Epoch 1927 | loss: 0.0312264 | val_loss: 0.0312285 | Time: 1497.61 ms [2022-04-11 23:55:48 main:574] : INFO : Epoch 1928 | loss: 0.0312262 | val_loss: 0.0312281 | Time: 1470.1 ms [2022-04-11 23:55:50 main:574] : INFO : Epoch 1929 | loss: 0.0312277 | val_loss: 0.0312295 | Time: 1449.38 ms [2022-04-11 23:55:51 main:574] : INFO : Epoch 1930 | loss: 0.0312263 | val_loss: 0.0312282 | Time: 1402.87 ms [2022-04-11 23:55:53 main:574] : INFO : Epoch 1931 | loss: 0.031227 | val_loss: 0.0312299 | Time: 1371.55 ms [2022-04-11 23:55:54 main:574] : INFO : Epoch 1932 | loss: 0.0312265 | val_loss: 0.0312321 | Time: 1444.51 ms [2022-04-11 23:55:56 main:574] : INFO : Epoch 1933 | loss: 0.0312271 | val_loss: 0.0312282 | Time: 1646.19 ms [2022-04-11 23:55:57 main:574] : INFO : Epoch 1934 | loss: 0.0312257 | val_loss: 0.0312278 | Time: 1482.97 ms [2022-04-11 23:55:59 main:574] : INFO : Epoch 1935 | loss: 0.0312267 | val_loss: 0.0312359 | Time: 1463.62 ms [2022-04-11 23:56:00 main:574] : INFO : Epoch 1936 | loss: 0.0312307 | val_loss: 0.0312342 | Time: 1543.95 ms [2022-04-11 23:56:02 main:574] : INFO : Epoch 1937 | loss: 0.0312278 | val_loss: 0.0312297 | Time: 1436.42 ms [2022-04-11 23:56:03 main:574] : INFO : Epoch 1938 | loss: 0.0312265 | val_loss: 0.0312295 | Time: 1460.45 ms [2022-04-11 23:56:05 main:574] : INFO : Epoch 1939 | loss: 0.0312269 | val_loss: 0.0312281 | Time: 1553.42 ms [2022-04-11 23:56:06 main:574] : INFO : Epoch 1940 | loss: 0.0312258 | val_loss: 0.0312279 | Time: 1336.65 ms [2022-04-11 23:56:07 main:574] : INFO : Epoch 1941 | loss: 0.0312266 | val_loss: 0.0312283 | Time: 1388.83 ms [2022-04-11 23:56:09 main:574] : INFO : Epoch 1942 | loss: 0.031228 | val_loss: 0.0312321 | Time: 1534.24 ms [2022-04-11 23:56:10 main:574] : INFO : Epoch 1943 | loss: 0.0312294 | val_loss: 0.0312292 | Time: 1355.47 ms [2022-04-11 23:56:12 main:574] : INFO : Epoch 1944 | loss: 0.0312258 | val_loss: 0.0312285 | Time: 1447.22 ms [2022-04-11 23:56:13 main:574] : INFO : Epoch 1945 | loss: 0.0312267 | val_loss: 0.0312292 | Time: 1575.91 ms [2022-04-11 23:56:15 main:574] : INFO : Epoch 1946 | loss: 0.0312273 | val_loss: 0.0312305 | Time: 1460.7 ms [2022-04-11 23:56:16 main:574] : INFO : Epoch 1947 | loss: 0.0312263 | val_loss: 0.0312307 | Time: 1355.79 ms [2022-04-11 23:56:18 main:574] : INFO : Epoch 1948 | loss: 0.0312297 | val_loss: 0.0312294 | Time: 1583.74 ms [2022-04-11 23:56:19 main:574] : INFO : Epoch 1949 | loss: 0.0312267 | val_loss: 0.0312279 | Time: 1467.11 ms [2022-04-11 23:56:21 main:574] : INFO : Epoch 1950 | loss: 0.0312265 | val_loss: 0.0312297 | Time: 1458.24 ms [2022-04-11 23:56:22 main:574] : INFO : Epoch 1951 | loss: 0.0312265 | val_loss: 0.0312312 | Time: 1564.1 ms [2022-04-11 23:56:24 main:574] : INFO : Epoch 1952 | loss: 0.0312263 | val_loss: 0.0312277 | Time: 1458.13 ms [2022-04-11 23:56:25 main:574] : INFO : Epoch 1953 | loss: 0.0312258 | val_loss: 0.0312283 | Time: 1349 ms [2022-04-11 23:56:27 main:574] : INFO : Epoch 1954 | loss: 0.0312258 | val_loss: 0.0312282 | Time: 1547.74 ms [2022-04-11 23:56:28 main:574] : INFO : Epoch 1955 | loss: 0.0312264 | val_loss: 0.0312276 | Time: 1503.55 ms [2022-04-11 23:56:30 main:574] : INFO : Epoch 1956 | loss: 0.0312273 | val_loss: 0.0312279 | Time: 1514.77 ms [2022-04-11 23:56:31 main:574] : INFO : Epoch 1957 | loss: 0.031227 | val_loss: 0.03123 | Time: 1420.36 ms [2022-04-11 23:56:33 main:574] : INFO : Epoch 1958 | loss: 0.0312271 | val_loss: 0.0312299 | Time: 1510.45 ms [2022-04-11 23:56:34 main:574] : INFO : Epoch 1959 | loss: 0.0312284 | val_loss: 0.031239 | Time: 1529.89 ms [2022-04-11 23:56:36 main:574] : INFO : Epoch 1960 | loss: 0.0312285 | val_loss: 0.0312293 | Time: 1527.83 ms [2022-04-11 23:56:38 main:574] : INFO : Epoch 1961 | loss: 0.0312256 | val_loss: 0.0312301 | Time: 1534.51 ms [2022-04-11 23:56:39 main:574] : INFO : Epoch 1962 | loss: 0.0312259 | val_loss: 0.031228 | Time: 1507.67 ms [2022-04-11 23:56:41 main:574] : INFO : Epoch 1963 | loss: 0.0312252 | val_loss: 0.0312275 | Time: 1501.21 ms [2022-04-11 23:56:42 main:574] : INFO : Epoch 1964 | loss: 0.0312257 | val_loss: 0.0312275 | Time: 1499.38 ms [2022-04-11 23:56:44 main:574] : INFO : Epoch 1965 | loss: 0.0312263 | val_loss: 0.0312293 | Time: 1381.65 ms [2022-04-11 23:56:45 main:574] : INFO : Epoch 1966 | loss: 0.0312265 | val_loss: 0.031236 | Time: 1532.44 ms [2022-04-11 23:56:47 main:574] : INFO : Epoch 1967 | loss: 0.0312254 | val_loss: 0.0312274 | Time: 1525.91 ms [2022-04-11 23:56:48 main:574] : INFO : Epoch 1968 | loss: 0.0312264 | val_loss: 0.0312283 | Time: 1468.83 ms [2022-04-11 23:56:50 main:574] : INFO : Epoch 1969 | loss: 0.0312255 | val_loss: 0.0312273 | Time: 1541.71 ms [2022-04-11 23:56:51 main:574] : INFO : Epoch 1970 | loss: 0.0312254 | val_loss: 0.0312279 | Time: 1491.9 ms [2022-04-11 23:56:53 main:574] : INFO : Epoch 1971 | loss: 0.0312255 | val_loss: 0.0312307 | Time: 1467.6 ms [2022-04-11 23:56:54 main:574] : INFO : Epoch 1972 | loss: 0.0312274 | val_loss: 0.0312296 | Time: 1428.78 ms [2022-04-11 23:56:56 main:574] : INFO : Epoch 1973 | loss: 0.0312248 | val_loss: 0.0312287 | Time: 1487.08 ms [2022-04-11 23:56:57 main:574] : INFO : Epoch 1974 | loss: 0.0312265 | val_loss: 0.0312282 | Time: 1541.25 ms [2022-04-11 23:56:59 main:574] : INFO : Epoch 1975 | loss: 0.0312262 | val_loss: 0.031229 | Time: 1443.03 ms [2022-04-11 23:57:00 main:574] : INFO : Epoch 1976 | loss: 0.0312257 | val_loss: 0.0312313 | Time: 1558.5 ms [2022-04-11 23:57:02 main:574] : INFO : Epoch 1977 | loss: 0.0312261 | val_loss: 0.0312283 | Time: 1566.73 ms [2022-04-11 23:57:03 main:574] : INFO : Epoch 1978 | loss: 0.0312264 | val_loss: 0.0312281 | Time: 1553.17 ms [2022-04-11 23:57:05 main:574] : INFO : Epoch 1979 | loss: 0.0312265 | val_loss: 0.0312276 | Time: 1519.73 ms [2022-04-11 23:57:06 main:574] : INFO : Epoch 1980 | loss: 0.0312245 | val_loss: 0.0312343 | Time: 1424.07 ms [2022-04-11 23:57:08 main:574] : INFO : Epoch 1981 | loss: 0.0312262 | val_loss: 0.0312274 | Time: 1351.36 ms [2022-04-11 23:57:09 main:574] : INFO : Epoch 1982 | loss: 0.031226 | val_loss: 0.0312279 | Time: 1443.48 ms [2022-04-11 23:57:11 main:574] : INFO : Epoch 1983 | loss: 0.0312248 | val_loss: 0.0312307 | Time: 1423.5 ms [2022-04-11 23:57:12 main:574] : INFO : Epoch 1984 | loss: 0.0312265 | val_loss: 0.0312279 | Time: 1458.82 ms [2022-04-11 23:57:14 main:574] : INFO : Epoch 1985 | loss: 0.0312266 | val_loss: 0.0312276 | Time: 1371.62 ms [2022-04-11 23:57:15 main:574] : INFO : Epoch 1986 | loss: 0.0312248 | val_loss: 0.0312279 | Time: 1393.59 ms [2022-04-11 23:57:16 main:574] : INFO : Epoch 1987 | loss: 0.0312278 | val_loss: 0.0312289 | Time: 1427.23 ms [2022-04-11 23:57:18 main:574] : INFO : Epoch 1988 | loss: 0.0312257 | val_loss: 0.0312288 | Time: 1408.65 ms [2022-04-11 23:57:19 main:574] : INFO : Epoch 1989 | loss: 0.0312248 | val_loss: 0.0312273 | Time: 1460.79 ms [2022-04-11 23:57:21 main:574] : INFO : Epoch 1990 | loss: 0.0312267 | val_loss: 0.0312278 | Time: 1456.11 ms [2022-04-11 23:57:22 main:574] : INFO : Epoch 1991 | loss: 0.0312251 | val_loss: 0.0312278 | Time: 1408.03 ms [2022-04-11 23:57:24 main:574] : INFO : Epoch 1992 | loss: 0.0312261 | val_loss: 0.0312294 | Time: 1420.38 ms [2022-04-11 23:57:25 main:574] : INFO : Epoch 1993 | loss: 0.0312249 | val_loss: 0.0312272 | Time: 1424.86 ms [2022-04-11 23:57:27 main:574] : INFO : Epoch 1994 | loss: 0.0312245 | val_loss: 0.0312269 | Time: 1420.71 ms [2022-04-11 23:57:28 main:574] : INFO : Epoch 1995 | loss: 0.0312262 | val_loss: 0.0312285 | Time: 1612.68 ms [2022-04-11 23:57:30 main:574] : INFO : Epoch 1996 | loss: 0.0312254 | val_loss: 0.0312277 | Time: 1451.33 ms [2022-04-11 23:57:31 main:574] : INFO : Epoch 1997 | loss: 0.0312251 | val_loss: 0.0312294 | Time: 1386.18 ms [2022-04-11 23:57:33 main:574] : INFO : Epoch 1998 | loss: 0.0312259 | val_loss: 0.0312307 | Time: 1410.14 ms [2022-04-11 23:57:34 main:574] : INFO : Epoch 1999 | loss: 0.0312246 | val_loss: 0.0312297 | Time: 1449.18 ms [2022-04-11 23:57:35 main:574] : INFO : Epoch 2000 | loss: 0.0312258 | val_loss: 0.0312283 | Time: 1457.15 ms [2022-04-11 23:57:37 main:574] : INFO : Epoch 2001 | loss: 0.031228 | val_loss: 0.0312282 | Time: 1368.18 ms [2022-04-11 23:57:38 main:574] : INFO : Epoch 2002 | loss: 0.0312289 | val_loss: 0.0312297 | Time: 1440.89 ms [2022-04-11 23:57:40 main:574] : INFO : Epoch 2003 | loss: 0.0312251 | val_loss: 0.0312275 | Time: 1351.22 ms [2022-04-11 23:57:41 main:574] : INFO : Epoch 2004 | loss: 0.0312255 | val_loss: 0.0312272 | Time: 1358.16 ms [2022-04-11 23:57:43 main:574] : INFO : Epoch 2005 | loss: 0.0312258 | val_loss: 0.0312331 | Time: 1418.65 ms [2022-04-11 23:57:44 main:574] : INFO : Epoch 2006 | loss: 0.0312283 | val_loss: 0.0312286 | Time: 1442.21 ms [2022-04-11 23:57:45 main:574] : INFO : Epoch 2007 | loss: 0.0312257 | val_loss: 0.0312272 | Time: 1469.31 ms [2022-04-11 23:57:47 main:574] : INFO : Epoch 2008 | loss: 0.031227 | val_loss: 0.0312276 | Time: 1463.71 ms [2022-04-11 23:57:48 main:574] : INFO : Epoch 2009 | loss: 0.0312277 | val_loss: 0.0312307 | Time: 1413.62 ms [2022-04-11 23:57:50 main:574] : INFO : Epoch 2010 | loss: 0.0312251 | val_loss: 0.0312271 | Time: 1444.53 ms [2022-04-11 23:57:51 main:574] : INFO : Epoch 2011 | loss: 0.0312253 | val_loss: 0.0312276 | Time: 1554.5 ms [2022-04-11 23:57:53 main:574] : INFO : Epoch 2012 | loss: 0.0312254 | val_loss: 0.0312271 | Time: 1443.35 ms [2022-04-11 23:57:55 main:574] : INFO : Epoch 2013 | loss: 0.0312267 | val_loss: 0.0312286 | Time: 1603.91 ms [2022-04-11 23:57:56 main:574] : INFO : Epoch 2014 | loss: 0.0312261 | val_loss: 0.0312318 | Time: 1484.13 ms [2022-04-11 23:57:58 main:574] : INFO : Epoch 2015 | loss: 0.0312258 | val_loss: 0.0312317 | Time: 1451.12 ms [2022-04-11 23:57:59 main:574] : INFO : Epoch 2016 | loss: 0.0312282 | val_loss: 0.0312308 | Time: 1409.96 ms [2022-04-11 23:58:01 main:574] : INFO : Epoch 2017 | loss: 0.0312245 | val_loss: 0.0312281 | Time: 1518.53 ms [2022-04-11 23:58:02 main:574] : INFO : Epoch 2018 | loss: 0.0312246 | val_loss: 0.0312271 | Time: 1459.85 ms [2022-04-11 23:58:03 main:574] : INFO : Epoch 2019 | loss: 0.0312259 | val_loss: 0.031227 | Time: 1418.79 ms [2022-04-11 23:58:05 main:574] : INFO : Epoch 2020 | loss: 0.0312273 | val_loss: 0.0312291 | Time: 1450.13 ms [2022-04-11 23:58:06 main:574] : INFO : Epoch 2021 | loss: 0.0312267 | val_loss: 0.0312291 | Time: 1506.24 ms [2022-04-11 23:58:08 main:574] : INFO : Epoch 2022 | loss: 0.031226 | val_loss: 0.031229 | Time: 1400.19 ms [2022-04-11 23:58:09 main:574] : INFO : Epoch 2023 | loss: 0.0312258 | val_loss: 0.0312296 | Time: 1322.46 ms [2022-04-11 23:58:11 main:574] : INFO : Epoch 2024 | loss: 0.0312245 | val_loss: 0.0312278 | Time: 1435.67 ms [2022-04-11 23:58:12 main:574] : INFO : Epoch 2025 | loss: 0.0312275 | val_loss: 0.0312278 | Time: 1421.89 ms [2022-04-11 23:58:14 main:574] : INFO : Epoch 2026 | loss: 0.0312274 | val_loss: 0.0312276 | Time: 1444.38 ms [2022-04-11 23:58:15 main:574] : INFO : Epoch 2027 | loss: 0.0312265 | val_loss: 0.0312309 | Time: 1466.38 ms [2022-04-11 23:58:16 main:574] : INFO : Epoch 2028 | loss: 0.0312267 | val_loss: 0.0312306 | Time: 1429.01 ms [2022-04-11 23:58:18 main:574] : INFO : Epoch 2029 | loss: 0.0312242 | val_loss: 0.03123 | Time: 1475.88 ms [2022-04-11 23:58:19 main:574] : INFO : Epoch 2030 | loss: 0.0312292 | val_loss: 0.0312343 | Time: 1481.54 ms [2022-04-11 23:58:21 main:574] : INFO : Epoch 2031 | loss: 0.0312304 | val_loss: 0.0312282 | Time: 1448.51 ms [2022-04-11 23:58:22 main:574] : INFO : Epoch 2032 | loss: 0.0312253 | val_loss: 0.0312274 | Time: 1485.4 ms [2022-04-11 23:58:24 main:574] : INFO : Epoch 2033 | loss: 0.0312257 | val_loss: 0.0312278 | Time: 1588.19 ms [2022-04-11 23:58:26 main:574] : INFO : Epoch 2034 | loss: 0.0312252 | val_loss: 0.0312279 | Time: 1435.27 ms [2022-04-11 23:58:27 main:574] : INFO : Epoch 2035 | loss: 0.0312268 | val_loss: 0.0312286 | Time: 1474.65 ms [2022-04-11 23:58:28 main:574] : INFO : Epoch 2036 | loss: 0.0312254 | val_loss: 0.0312277 | Time: 1387.55 ms [2022-04-11 23:58:30 main:574] : INFO : Epoch 2037 | loss: 0.0312249 | val_loss: 0.0312285 | Time: 1440.06 ms [2022-04-11 23:58:31 main:574] : INFO : Epoch 2038 | loss: 0.0312282 | val_loss: 0.0312308 | Time: 1486.09 ms [2022-04-11 23:58:33 main:574] : INFO : Epoch 2039 | loss: 0.0312251 | val_loss: 0.0312269 | Time: 1490.86 ms [2022-04-11 23:58:34 main:574] : INFO : Epoch 2040 | loss: 0.0312242 | val_loss: 0.0312278 | Time: 1416.22 ms [2022-04-11 23:58:36 main:574] : INFO : Epoch 2041 | loss: 0.0312238 | val_loss: 0.031229 | Time: 1541.87 ms [2022-04-11 23:58:37 main:574] : INFO : Epoch 2042 | loss: 0.0312241 | val_loss: 0.0312294 | Time: 1410.72 ms [2022-04-11 23:58:39 main:574] : INFO : Epoch 2043 | loss: 0.0312241 | val_loss: 0.0312289 | Time: 1432.3 ms [2022-04-11 23:58:40 main:574] : INFO : Epoch 2044 | loss: 0.031227 | val_loss: 0.0312276 | Time: 1467.31 ms [2022-04-11 23:58:42 main:574] : INFO : Epoch 2045 | loss: 0.0312263 | val_loss: 0.0312301 | Time: 1407.24 ms [2022-04-11 23:58:43 main:574] : INFO : Epoch 2046 | loss: 0.0312238 | val_loss: 0.0312298 | Time: 1358.46 ms [2022-04-11 23:58:45 main:574] : INFO : Epoch 2047 | loss: 0.0312249 | val_loss: 0.0312286 | Time: 1493.03 ms [2022-04-11 23:58:46 main:574] : INFO : Epoch 2048 | loss: 0.0312267 | val_loss: 0.0312305 | Time: 1477.1 ms [2022-04-11 23:58:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312305 [2022-04-11 23:58:46 main:603] : INFO : Saving end state to config to file [2022-04-11 23:58:46 main:608] : INFO : Success, exiting.. 23:58:46 (25064): 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)