Task 14631969
| Name | ParityModified-1647046409-31310-3-0_4 |
| Workunit | 11551313 |
| Created | 1 May 2022, 5:41:40 UTC |
| Sent | 1 May 2022, 5:41:47 UTC |
| Report deadline | 9 May 2022, 5:41:47 UTC |
| Received | 1 May 2022, 8:04:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3253 |
| Run time | 47 min 39 sec |
| CPU time | 47 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 12,070.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.51 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.17</core_client_version> <![CDATA[ <stderr_txt> 1:52:27 main:581] : INFO : Epoch 1538 | loss: 0.0312388 | val_loss: 0.0312362 | Time: 1325.44 ms [2022-05-01 01:52:28 main:581] : INFO : Epoch 1539 | loss: 0.0312387 | val_loss: 0.0312365 | Time: 1367.35 ms [2022-05-01 01:52:29 main:581] : INFO : Epoch 1540 | loss: 0.0312387 | val_loss: 0.0312362 | Time: 1280.2 ms [2022-05-01 01:52:30 main:581] : INFO : Epoch 1541 | loss: 0.0312387 | val_loss: 0.0312364 | Time: 1293.44 ms [2022-05-01 01:52:32 main:581] : INFO : Epoch 1542 | loss: 0.0312389 | val_loss: 0.0312372 | Time: 1320.46 ms [2022-05-01 01:52:33 main:581] : INFO : Epoch 1543 | loss: 0.0312397 | val_loss: 0.0312399 | Time: 1372.55 ms [2022-05-01 01:52:35 main:581] : INFO : Epoch 1544 | loss: 0.0312401 | val_loss: 0.0312376 | Time: 1409.07 ms [2022-05-01 01:52:36 main:581] : INFO : Epoch 1545 | loss: 0.0312392 | val_loss: 0.0312373 | Time: 1394.27 ms [2022-05-01 01:52:37 main:581] : INFO : Epoch 1546 | loss: 0.0312392 | val_loss: 0.0312364 | Time: 1419.93 ms [2022-05-01 01:52:39 main:581] : INFO : Epoch 1547 | loss: 0.0312395 | val_loss: 0.0312369 | Time: 1408.25 ms [2022-05-01 01:52:40 main:581] : INFO : Epoch 1548 | loss: 0.0312394 | val_loss: 0.0312376 | Time: 1392.24 ms [2022-05-01 01:52:42 main:581] : INFO : Epoch 1549 | loss: 0.0312393 | val_loss: 0.0312367 | Time: 1411.91 ms [2022-05-01 01:52:43 main:581] : INFO : Epoch 1550 | loss: 0.031239 | val_loss: 0.0312373 | Time: 1395.06 ms [2022-05-01 01:52:44 main:581] : INFO : Epoch 1551 | loss: 0.0312397 | val_loss: 0.0312363 | Time: 1397.85 ms [2022-05-01 01:52:46 main:581] : INFO : Epoch 1552 | loss: 0.0312391 | val_loss: 0.0312371 | Time: 1410.15 ms [2022-05-01 01:52:47 main:581] : INFO : Epoch 1553 | loss: 0.0312386 | val_loss: 0.0312364 | Time: 1379.99 ms [2022-05-01 01:52:49 main:581] : INFO : Epoch 1554 | loss: 0.0312386 | val_loss: 0.0312372 | Time: 1380.03 ms [2022-05-01 01:52:50 main:581] : INFO : Epoch 1555 | loss: 0.0312389 | val_loss: 0.0312364 | Time: 1259.34 ms [2022-05-01 01:52:51 main:581] : INFO : Epoch 1556 | loss: 0.0312393 | val_loss: 0.0312368 | Time: 1262.7 ms [2022-05-01 01:52:53 main:581] : INFO : Epoch 1557 | loss: 0.0312393 | val_loss: 0.0312363 | Time: 1494.24 ms [2022-05-01 01:52:54 main:581] : INFO : Epoch 1558 | loss: 0.0312392 | val_loss: 0.0312373 | Time: 1383.12 ms [2022-05-01 01:52:55 main:581] : INFO : Epoch 1559 | loss: 0.031239 | val_loss: 0.0312364 | Time: 1295 ms [2022-05-01 01:52:57 main:581] : INFO : Epoch 1560 | loss: 0.0312387 | val_loss: 0.0312363 | Time: 1435.6 ms [2022-05-01 01:52:58 main:581] : INFO : Epoch 1561 | loss: 0.0312388 | val_loss: 0.0312372 | Time: 1484.21 ms [2022-05-01 01:53:00 main:581] : INFO : Epoch 1562 | loss: 0.0312389 | val_loss: 0.0312368 | Time: 1475.27 ms [2022-05-01 01:53:01 main:581] : INFO : Epoch 1563 | loss: 0.031239 | val_loss: 0.0312365 | Time: 1396.77 ms [2022-05-01 01:53:03 main:581] : INFO : Epoch 1564 | loss: 0.0312394 | val_loss: 0.0312379 | Time: 1483.48 ms [2022-05-01 01:53:04 main:581] : INFO : Epoch 1565 | loss: 0.0312391 | val_loss: 0.0312368 | Time: 1482.93 ms [2022-05-01 01:53:05 main:581] : INFO : Epoch 1566 | loss: 0.0312391 | val_loss: 0.0312369 | Time: 1414.61 ms [2022-05-01 01:53:07 main:581] : INFO : Epoch 1567 | loss: 0.0312395 | val_loss: 0.0312366 | Time: 1340.68 ms [2022-05-01 01:53:08 main:581] : INFO : Epoch 1568 | loss: 0.0312388 | val_loss: 0.0312367 | Time: 1344.49 ms [2022-05-01 01:53:09 main:581] : INFO : Epoch 1569 | loss: 0.0312388 | val_loss: 0.0312364 | Time: 1341.34 ms [2022-05-01 01:53:11 main:581] : INFO : Epoch 1570 | loss: 0.0312392 | val_loss: 0.031237 | Time: 1333.02 ms [2022-05-01 01:53:12 main:581] : INFO : Epoch 1571 | loss: 0.0312401 | val_loss: 0.0312367 | Time: 1333.16 ms [2022-05-01 01:53:13 main:581] : INFO : Epoch 1572 | loss: 0.0312389 | val_loss: 0.0312364 | Time: 1324.69 ms [2022-05-01 01:53:15 main:581] : INFO : Epoch 1573 | loss: 0.0312389 | val_loss: 0.0312428 | Time: 1317.85 ms [2022-05-01 01:53:16 main:581] : INFO : Epoch 1574 | loss: 0.0312418 | val_loss: 0.0312366 | Time: 1311.42 ms [2022-05-01 01:53:17 main:581] : INFO : Epoch 1575 | loss: 0.0312394 | val_loss: 0.0312366 | Time: 1304.23 ms [2022-05-01 01:53:19 main:581] : INFO : Epoch 1576 | loss: 0.0312389 | val_loss: 0.0312362 | Time: 1323.32 ms [2022-05-01 01:53:20 main:581] : INFO : Epoch 1577 | loss: 0.0312389 | val_loss: 0.0312363 | Time: 1337.9 ms [2022-05-01 01:53:21 main:581] : INFO : Epoch 1578 | loss: 0.0312389 | val_loss: 0.0312365 | Time: 1350.24 ms [2022-05-01 01:53:23 main:581] : INFO : Epoch 1579 | loss: 0.0312409 | val_loss: 0.0312392 | Time: 1339.97 ms [2022-05-01 01:53:24 main:581] : INFO : Epoch 1580 | loss: 0.0312408 | val_loss: 0.0312372 | Time: 1358.32 ms [2022-05-01 01:53:25 main:581] : INFO : Epoch 1581 | loss: 0.031239 | val_loss: 0.0312371 | Time: 1407.51 ms [2022-05-01 01:53:27 main:581] : INFO : Epoch 1582 | loss: 0.0312389 | val_loss: 0.0312363 | Time: 1388.6 ms [2022-05-01 01:53:28 main:581] : INFO : Epoch 1583 | loss: 0.0312393 | val_loss: 0.0312366 | Time: 1391.21 ms [2022-05-01 01:53:30 main:581] : INFO : Epoch 1584 | loss: 0.0312395 | val_loss: 0.0312372 | Time: 1390.38 ms [2022-05-01 01:53:31 main:581] : INFO : Epoch 1585 | loss: 0.0312386 | val_loss: 0.0312373 | Time: 1392.13 ms [2022-05-01 01:53:32 main:581] : INFO : Epoch 1586 | loss: 0.0312396 | val_loss: 0.0312376 | Time: 1362.74 ms [2022-05-01 01:53:34 main:581] : INFO : Epoch 1587 | loss: 0.0312395 | val_loss: 0.031237 | Time: 1321.48 ms [2022-05-01 01:53:35 main:581] : INFO : Epoch 1588 | loss: 0.0312391 | val_loss: 0.0312367 | Time: 1320.41 ms [2022-05-01 01:53:36 main:581] : INFO : Epoch 1589 | loss: 0.0312393 | val_loss: 0.031237 | Time: 1312.68 ms [2022-05-01 01:53:38 main:581] : INFO : Epoch 1590 | loss: 0.0312395 | val_loss: 0.0312379 | Time: 1306.7 ms [2022-05-01 01:53:39 main:581] : INFO : Epoch 1591 | loss: 0.0312399 | val_loss: 0.0312376 | Time: 1389.89 ms [2022-05-01 01:53:40 main:581] : INFO : Epoch 1592 | loss: 0.0312397 | val_loss: 0.0312369 | Time: 1355.18 ms [2022-05-01 01:53:42 main:581] : INFO : Epoch 1593 | loss: 0.031239 | val_loss: 0.0312374 | Time: 1333.51 ms [2022-05-01 01:53:43 main:581] : INFO : Epoch 1594 | loss: 0.0312391 | val_loss: 0.0312388 | Time: 1353.93 ms [2022-05-01 01:53:44 main:581] : INFO : Epoch 1595 | loss: 0.0312402 | val_loss: 0.0312374 | Time: 1355.73 ms [2022-05-01 01:53:46 main:581] : INFO : Epoch 1596 | loss: 0.0312393 | val_loss: 0.0312382 | Time: 1368.18 ms [2022-05-01 01:53:47 main:581] : INFO : Epoch 1597 | loss: 0.0312399 | val_loss: 0.0312364 | Time: 1309.9 ms [2022-05-01 01:53:49 main:581] : INFO : Epoch 1598 | loss: 0.0312393 | val_loss: 0.0312376 | Time: 1352.27 ms [2022-05-01 01:53:50 main:581] : INFO : Epoch 1599 | loss: 0.0312415 | val_loss: 0.0312381 | Time: 1365.8 ms [2022-05-01 01:53:51 main:581] : INFO : Epoch 1600 | loss: 0.031241 | val_loss: 0.0312368 | Time: 1348.01 ms [2022-05-01 01:53:53 main:581] : INFO : Epoch 1601 | loss: 0.0312389 | val_loss: 0.0312362 | Time: 1386.63 ms [2022-05-01 01:53:54 main:581] : INFO : Epoch 1602 | loss: 0.0312394 | val_loss: 0.0312397 | Time: 1343.93 ms [2022-05-01 01:53:55 main:581] : INFO : Epoch 1603 | loss: 0.0312399 | val_loss: 0.0312365 | Time: 1347.55 ms [2022-05-01 01:53:57 main:581] : INFO : Epoch 1604 | loss: 0.0312406 | val_loss: 0.0312391 | Time: 1346.41 ms [2022-05-01 01:53:58 main:581] : INFO : Epoch 1605 | loss: 0.0312396 | val_loss: 0.031238 | Time: 1300.2 ms [2022-05-01 01:53:59 main:581] : INFO : Epoch 1606 | loss: 0.0312393 | val_loss: 0.0312365 | Time: 1323.87 ms [2022-05-01 01:54:01 main:581] : INFO : Epoch 1607 | loss: 0.0312397 | val_loss: 0.0312376 | Time: 1389.45 ms [2022-05-01 01:54:02 main:581] : INFO : Epoch 1608 | loss: 0.0312393 | val_loss: 0.0312364 | Time: 1299.26 ms [2022-05-01 01:54:03 main:581] : INFO : Epoch 1609 | loss: 0.031239 | val_loss: 0.031237 | Time: 1293.49 ms [2022-05-01 01:54:05 main:581] : INFO : Epoch 1610 | loss: 0.0312389 | val_loss: 0.0312373 | Time: 1290.37 ms [2022-05-01 01:54:06 main:581] : INFO : Epoch 1611 | loss: 0.0312392 | val_loss: 0.0312361 | Time: 1511.85 ms [2022-05-01 01:54:08 main:581] : INFO : Epoch 1612 | loss: 0.0312392 | val_loss: 0.031237 | Time: 1618.41 ms [2022-05-01 01:54:09 main:581] : INFO : Epoch 1613 | loss: 0.0312392 | val_loss: 0.0312364 | Time: 1393.4 ms [2022-05-01 01:54:10 main:581] : INFO : Epoch 1614 | loss: 0.0312388 | val_loss: 0.0312367 | Time: 1340.95 ms [2022-05-01 01:54:12 main:581] : INFO : Epoch 1615 | loss: 0.0312388 | val_loss: 0.0312369 | Time: 1289.31 ms [2022-05-01 01:54:13 main:581] : INFO : Epoch 1616 | loss: 0.0312392 | val_loss: 0.0312391 | Time: 1285.72 ms [2022-05-01 01:54:14 main:581] : INFO : Epoch 1617 | loss: 0.0312387 | val_loss: 0.0312366 | Time: 1306.95 ms [2022-05-01 01:54:16 main:581] : INFO : Epoch 1618 | loss: 0.0312388 | val_loss: 0.0312368 | Time: 1296.57 ms [2022-05-01 01:54:17 main:581] : INFO : Epoch 1619 | loss: 0.0312388 | val_loss: 0.0312372 | Time: 1281.17 ms [2022-05-01 01:54:18 main:581] : INFO : Epoch 1620 | loss: 0.0312391 | val_loss: 0.0312362 | Time: 1259.67 ms [2022-05-01 01:54:19 main:581] : INFO : Epoch 1621 | loss: 0.031239 | val_loss: 0.0312367 | Time: 1255.81 ms [2022-05-01 01:54:21 main:581] : INFO : Epoch 1622 | loss: 0.0312398 | val_loss: 0.0312386 | Time: 1282.17 ms [2022-05-01 01:54:22 main:581] : INFO : Epoch 1623 | loss: 0.0312411 | val_loss: 0.0312372 | Time: 1291.34 ms [2022-05-01 01:54:23 main:581] : INFO : Epoch 1624 | loss: 0.031239 | val_loss: 0.0312363 | Time: 1318.59 ms [2022-05-01 01:54:25 main:581] : INFO : Epoch 1625 | loss: 0.0312395 | val_loss: 0.0312385 | Time: 1317.46 ms [2022-05-01 01:54:26 main:581] : INFO : Epoch 1626 | loss: 0.0312397 | val_loss: 0.0312371 | Time: 1436.6 ms [2022-05-01 01:54:27 main:581] : INFO : Epoch 1627 | loss: 0.0312389 | val_loss: 0.0312372 | Time: 1384.02 ms [2022-05-01 01:54:29 main:581] : INFO : Epoch 1628 | loss: 0.0312389 | val_loss: 0.0312367 | Time: 1335.11 ms [2022-05-01 01:54:30 main:581] : INFO : Epoch 1629 | loss: 0.0312395 | val_loss: 0.0312364 | Time: 1424 ms [2022-05-01 01:54:32 main:581] : INFO : Epoch 1630 | loss: 0.0312388 | val_loss: 0.0312368 | Time: 1396.97 ms [2022-05-01 01:54:33 main:581] : INFO : Epoch 1631 | loss: 0.0312388 | val_loss: 0.0312368 | Time: 1327.21 ms [2022-05-01 01:54:34 main:581] : INFO : Epoch 1632 | loss: 0.0312402 | val_loss: 0.0312366 | Time: 1396.5 ms [2022-05-01 01:54:36 main:581] : INFO : Epoch 1633 | loss: 0.0312387 | val_loss: 0.031236 | Time: 1386.32 ms [2022-05-01 01:54:37 main:581] : INFO : Epoch 1634 | loss: 0.031239 | val_loss: 0.031237 | Time: 1427.41 ms [2022-05-01 01:54:38 main:581] : INFO : Epoch 1635 | loss: 0.031239 | val_loss: 0.0312369 | Time: 1368.52 ms [2022-05-01 01:54:40 main:581] : INFO : Epoch 1636 | loss: 0.0312389 | val_loss: 0.0312362 | Time: 1288.26 ms [2022-05-01 01:54:41 main:581] : INFO : Epoch 1637 | loss: 0.0312386 | val_loss: 0.0312367 | Time: 1372.56 ms [2022-05-01 01:54:42 main:581] : INFO : Epoch 1638 | loss: 0.0312388 | val_loss: 0.0312363 | Time: 1327.39 ms [2022-05-01 01:54:44 main:581] : INFO : Epoch 1639 | loss: 0.0312388 | val_loss: 0.0312384 | Time: 1306.55 ms [2022-05-01 01:54:45 main:581] : INFO : Epoch 1640 | loss: 0.0312393 | val_loss: 0.0312368 | Time: 1312.79 ms [2022-05-01 01:54:46 main:581] : INFO : Epoch 1641 | loss: 0.0312392 | val_loss: 0.0312365 | Time: 1308.85 ms [2022-05-01 01:54:48 main:581] : INFO : Epoch 1642 | loss: 0.0312388 | val_loss: 0.0312361 | Time: 1310.27 ms [2022-05-01 01:54:49 main:581] : INFO : Epoch 1643 | loss: 0.0312388 | val_loss: 0.0312384 | Time: 1313.43 ms [2022-05-01 01:54:50 main:581] : INFO : Epoch 1644 | loss: 0.03124 | val_loss: 0.0312366 | Time: 1319.46 ms [2022-05-01 01:54:52 main:581] : INFO : Epoch 1645 | loss: 0.0312389 | val_loss: 0.0312365 | Time: 1294.69 ms [2022-05-01 01:54:53 main:581] : INFO : Epoch 1646 | loss: 0.0312406 | val_loss: 0.031239 | Time: 1317.1 ms [2022-05-01 01:54:54 main:581] : INFO : Epoch 1647 | loss: 0.0312416 | val_loss: 0.0312365 | Time: 1312.15 ms [2022-05-01 01:54:56 main:581] : INFO : Epoch 1648 | loss: 0.0312398 | val_loss: 0.0312369 | Time: 1336.15 ms [2022-05-01 01:54:57 main:581] : INFO : Epoch 1649 | loss: 0.0312391 | val_loss: 0.0312365 | Time: 1450.51 ms [2022-05-01 01:54:59 main:581] : INFO : Epoch 1650 | loss: 0.0312395 | val_loss: 0.0312367 | Time: 1484.87 ms [2022-05-01 01:55:00 main:581] : INFO : Epoch 1651 | loss: 0.0312388 | val_loss: 0.0312362 | Time: 1496.82 ms [2022-05-01 01:55:01 main:581] : INFO : Epoch 1652 | loss: 0.0312389 | val_loss: 0.0312368 | Time: 1401.71 ms [2022-05-01 01:55:03 main:581] : INFO : Epoch 1653 | loss: 0.031239 | val_loss: 0.0312365 | Time: 1286.29 ms [2022-05-01 01:55:04 main:581] : INFO : Epoch 1654 | loss: 0.031239 | val_loss: 0.0312369 | Time: 1356.83 ms [2022-05-01 01:55:05 main:581] : INFO : Epoch 1655 | loss: 0.0312389 | val_loss: 0.0312365 | Time: 1403.54 ms [2022-05-01 01:55:07 main:581] : INFO : Epoch 1656 | loss: 0.0312395 | val_loss: 0.0312375 | Time: 1354.28 ms [2022-05-01 01:55:08 main:581] : INFO : Epoch 1657 | loss: 0.0312393 | val_loss: 0.0312366 | Time: 1378.91 ms [2022-05-01 01:55:10 main:581] : INFO : Epoch 1658 | loss: 0.0312391 | val_loss: 0.0312378 | Time: 1377.15 ms [2022-05-01 01:55:11 main:581] : INFO : Epoch 1659 | loss: 0.0312392 | val_loss: 0.0312372 | Time: 1478.91 ms [2022-05-01 01:55:13 main:581] : INFO : Epoch 1660 | loss: 0.031239 | val_loss: 0.0312366 | Time: 1482.87 ms [2022-05-01 01:55:14 main:581] : INFO : Epoch 1661 | loss: 0.0312388 | val_loss: 0.0312376 | Time: 1420.33 ms [2022-05-01 01:55:15 main:581] : INFO : Epoch 1662 | loss: 0.0312388 | val_loss: 0.0312359 | Time: 1383.68 ms [2022-05-01 01:55:17 main:581] : INFO : Epoch 1663 | loss: 0.0312391 | val_loss: 0.031236 | Time: 1354.43 ms [2022-05-01 01:55:18 main:581] : INFO : Epoch 1664 | loss: 0.0312391 | val_loss: 0.0312387 | Time: 1366.61 ms [2022-05-01 01:55:20 main:581] : INFO : Epoch 1665 | loss: 0.0312408 | val_loss: 0.0312375 | Time: 1443.56 ms [2022-05-01 01:55:21 main:581] : INFO : Epoch 1666 | loss: 0.0312395 | val_loss: 0.0312376 | Time: 1363.65 ms [2022-05-01 01:55:22 main:581] : INFO : Epoch 1667 | loss: 0.0312394 | val_loss: 0.0312364 | Time: 1314.61 ms [2022-05-01 01:55:23 main:581] : INFO : Epoch 1668 | loss: 0.0312398 | val_loss: 0.0312373 | Time: 1275.59 ms [2022-05-01 01:55:25 main:581] : INFO : Epoch 1669 | loss: 0.0312392 | val_loss: 0.0312366 | Time: 1265.85 ms [2022-05-01 01:55:26 main:581] : INFO : Epoch 1670 | loss: 0.0312392 | val_loss: 0.0312371 | Time: 1272.23 ms [2022-05-01 01:55:27 main:581] : INFO : Epoch 1671 | loss: 0.03124 | val_loss: 0.0312375 | Time: 1271.57 ms [2022-05-01 01:55:29 main:581] : INFO : Epoch 1672 | loss: 0.0312411 | val_loss: 0.0312362 | Time: 1285.74 ms [2022-05-01 01:55:30 main:581] : INFO : Epoch 1673 | loss: 0.0312413 | val_loss: 0.0312388 | Time: 1381.82 ms [2022-05-01 01:55:31 main:581] : INFO : Epoch 1674 | loss: 0.0312397 | val_loss: 0.0312371 | Time: 1403.96 ms [2022-05-01 01:55:33 main:581] : INFO : Epoch 1675 | loss: 0.0312393 | val_loss: 0.0312364 | Time: 1455.99 ms [2022-05-01 01:55:34 main:581] : INFO : Epoch 1676 | loss: 0.031239 | val_loss: 0.0312374 | Time: 1353.36 ms [2022-05-01 01:55:35 main:581] : INFO : Epoch 1677 | loss: 0.0312392 | val_loss: 0.0312378 | Time: 1292.09 ms [2022-05-01 01:55:37 main:581] : INFO : Epoch 1678 | loss: 0.0312398 | val_loss: 0.0312377 | Time: 1291.61 ms [2022-05-01 01:55:38 main:581] : INFO : Epoch 1679 | loss: 0.0312398 | val_loss: 0.0312363 | Time: 1294.2 ms [2022-05-01 01:55:39 main:581] : INFO : Epoch 1680 | loss: 0.0312388 | val_loss: 0.0312406 | Time: 1296.39 ms [2022-05-01 01:55:41 main:581] : INFO : Epoch 1681 | loss: 0.0312407 | val_loss: 0.03124 | Time: 1315.05 ms [2022-05-01 01:55:42 main:581] : INFO : Epoch 1682 | loss: 0.0312398 | val_loss: 0.0312361 | Time: 1333.89 ms [2022-05-01 01:55:43 main:581] : INFO : Epoch 1683 | loss: 0.0312387 | val_loss: 0.0312365 | Time: 1340.78 ms [2022-05-01 01:55:45 main:581] : INFO : Epoch 1684 | loss: 0.0312392 | val_loss: 0.0312365 | Time: 1331.55 ms [2022-05-01 01:55:46 main:581] : INFO : Epoch 1685 | loss: 0.0312392 | val_loss: 0.0312362 | Time: 1310.59 ms [2022-05-01 01:55:47 main:581] : INFO : Epoch 1686 | loss: 0.0312392 | val_loss: 0.0312371 | Time: 1277.58 ms [2022-05-01 01:55:49 main:581] : INFO : Epoch 1687 | loss: 0.0312387 | val_loss: 0.0312369 | Time: 1312.69 ms [2022-05-01 01:55:50 main:581] : INFO : Epoch 1688 | loss: 0.03124 | val_loss: 0.0312363 | Time: 1374.37 ms [2022-05-01 01:55:51 main:581] : INFO : Epoch 1689 | loss: 0.0312394 | val_loss: 0.0312373 | Time: 1471.39 ms [2022-05-01 01:55:53 main:581] : INFO : Epoch 1690 | loss: 0.031239 | val_loss: 0.0312372 | Time: 1499.52 ms [2022-05-01 01:55:54 main:581] : INFO : Epoch 1691 | loss: 0.031239 | val_loss: 0.0312362 | Time: 1429.55 ms [2022-05-01 01:55:56 main:581] : INFO : Epoch 1692 | loss: 0.0312399 | val_loss: 0.0312376 | Time: 1424.34 ms [2022-05-01 01:55:57 main:581] : INFO : Epoch 1693 | loss: 0.0312401 | val_loss: 0.031239 | Time: 1442.98 ms [2022-05-01 01:55:59 main:581] : INFO : Epoch 1694 | loss: 0.0312402 | val_loss: 0.0312377 | Time: 1449.11 ms [2022-05-01 01:56:00 main:581] : INFO : Epoch 1695 | loss: 0.0312405 | val_loss: 0.031236 | Time: 1476.04 ms [2022-05-01 01:56:02 main:581] : INFO : Epoch 1696 | loss: 0.03124 | val_loss: 0.0312378 | Time: 1457.72 ms [2022-05-01 01:56:03 main:581] : INFO : Epoch 1697 | loss: 0.0312386 | val_loss: 0.0312362 | Time: 1471.57 ms [2022-05-01 01:56:05 main:581] : INFO : Epoch 1698 | loss: 0.0312389 | val_loss: 0.0312362 | Time: 1467.9 ms [2022-05-01 01:56:06 main:581] : INFO : Epoch 1699 | loss: 0.0312388 | val_loss: 0.0312366 | Time: 1452.83 ms [2022-05-01 01:56:07 main:581] : INFO : Epoch 1700 | loss: 0.0312389 | val_loss: 0.031237 | Time: 1436.81 ms [2022-05-01 01:56:09 main:581] : INFO : Epoch 1701 | loss: 0.0312394 | val_loss: 0.0312361 | Time: 1433.88 ms [2022-05-01 01:56:10 main:581] : INFO : Epoch 1702 | loss: 0.0312388 | val_loss: 0.0312369 | Time: 1374.64 ms [2022-05-01 01:56:12 main:581] : INFO : Epoch 1703 | loss: 0.0312388 | val_loss: 0.0312375 | Time: 1394.54 ms [2022-05-01 01:56:13 main:581] : INFO : Epoch 1704 | loss: 0.0312393 | val_loss: 0.0312387 | Time: 1414.28 ms [2022-05-01 01:56:14 main:581] : INFO : Epoch 1705 | loss: 0.0312412 | val_loss: 0.0312389 | Time: 1415.58 ms [2022-05-01 01:56:16 main:581] : INFO : Epoch 1706 | loss: 0.0312407 | val_loss: 0.0312361 | Time: 1432.54 ms [2022-05-01 01:56:17 main:581] : INFO : Epoch 1707 | loss: 0.0312395 | val_loss: 0.0312413 | Time: 1434.63 ms [2022-05-01 01:56:19 main:581] : INFO : Epoch 1708 | loss: 0.0312397 | val_loss: 0.0312363 | Time: 1431.9 ms [2022-05-01 01:56:20 main:581] : INFO : Epoch 1709 | loss: 0.0312395 | val_loss: 0.031237 | Time: 1427.89 ms [2022-05-01 01:56:22 main:581] : INFO : Epoch 1710 | loss: 0.0312392 | val_loss: 0.0312371 | Time: 1401.09 ms [2022-05-01 01:56:23 main:581] : INFO : Epoch 1711 | loss: 0.0312392 | val_loss: 0.0312367 | Time: 1427.89 ms [2022-05-01 01:56:24 main:581] : INFO : Epoch 1712 | loss: 0.0312396 | val_loss: 0.0312408 | Time: 1427.95 ms [2022-05-01 01:56:26 main:581] : INFO : Epoch 1713 | loss: 0.0312399 | val_loss: 0.0312393 | Time: 1420.61 ms [2022-05-01 01:56:27 main:581] : INFO : Epoch 1714 | loss: 0.0312407 | val_loss: 0.0312394 | Time: 1391.03 ms [2022-05-01 01:56:29 main:581] : INFO : Epoch 1715 | loss: 0.0312397 | val_loss: 0.0312363 | Time: 1382.75 ms [2022-05-01 01:56:30 main:581] : INFO : Epoch 1716 | loss: 0.0312395 | val_loss: 0.0312381 | Time: 1391.32 ms [2022-05-01 01:56:31 main:581] : INFO : Epoch 1717 | loss: 0.0312398 | val_loss: 0.0312395 | Time: 1452.81 ms [2022-05-01 01:56:33 main:581] : INFO : Epoch 1718 | loss: 0.0312412 | val_loss: 0.0312391 | Time: 1379.74 ms [2022-05-01 01:56:34 main:581] : INFO : Epoch 1719 | loss: 0.0312397 | val_loss: 0.0312371 | Time: 1462.29 ms [2022-05-01 01:56:36 main:581] : INFO : Epoch 1720 | loss: 0.0312399 | val_loss: 0.0312378 | Time: 1404.18 ms [2022-05-01 01:56:37 main:581] : INFO : Epoch 1721 | loss: 0.0312389 | val_loss: 0.0312368 | Time: 1398.65 ms [2022-05-01 01:56:39 main:581] : INFO : Epoch 1722 | loss: 0.031239 | val_loss: 0.0312376 | Time: 1395.67 ms [2022-05-01 01:56:40 main:581] : INFO : Epoch 1723 | loss: 0.0312394 | val_loss: 0.0312362 | Time: 1408.43 ms [2022-05-01 01:56:41 main:581] : INFO : Epoch 1724 | loss: 0.0312391 | val_loss: 0.0312367 | Time: 1472.63 ms [2022-05-01 01:56:43 main:581] : INFO : Epoch 1725 | loss: 0.0312391 | val_loss: 0.0312373 | Time: 1478.63 ms [2022-05-01 01:56:44 main:581] : INFO : Epoch 1726 | loss: 0.031239 | val_loss: 0.031237 | Time: 1483.86 ms [2022-05-01 01:56:46 main:581] : INFO : Epoch 1727 | loss: 0.0312407 | val_loss: 0.0312427 | Time: 1381.69 ms [2022-05-01 01:56:47 main:581] : INFO : Epoch 1728 | loss: 0.0312415 | val_loss: 0.0312373 | Time: 1442.58 ms [2022-05-01 01:56:49 main:581] : INFO : Epoch 1729 | loss: 0.0312388 | val_loss: 0.031238 | Time: 1419.15 ms [2022-05-01 01:56:50 main:581] : INFO : Epoch 1730 | loss: 0.0312396 | val_loss: 0.0312364 | Time: 1370.54 ms [2022-05-01 01:56:51 main:581] : INFO : Epoch 1731 | loss: 0.0312389 | val_loss: 0.0312364 | Time: 1334.07 ms [2022-05-01 01:56:53 main:581] : INFO : Epoch 1732 | loss: 0.0312389 | val_loss: 0.0312372 | Time: 1301.47 ms [2022-05-01 01:56:54 main:581] : INFO : Epoch 1733 | loss: 0.0312392 | val_loss: 0.0312361 | Time: 1283.27 ms [2022-05-01 01:56:55 main:581] : INFO : Epoch 1734 | loss: 0.0312389 | val_loss: 0.0312372 | Time: 1303.02 ms [2022-05-01 01:56:57 main:581] : INFO : Epoch 1735 | loss: 0.031239 | val_loss: 0.0312365 | Time: 1387.9 ms [2022-05-01 01:56:58 main:581] : INFO : Epoch 1736 | loss: 0.031239 | val_loss: 0.0312361 | Time: 1545.5 ms [2022-05-01 01:57:00 main:581] : INFO : Epoch 1737 | loss: 0.0312389 | val_loss: 0.0312367 | Time: 1460.41 ms [2022-05-01 01:57:01 main:581] : INFO : Epoch 1738 | loss: 0.031239 | val_loss: 0.0312369 | Time: 1553.26 ms [2022-05-01 01:57:03 main:581] : INFO : Epoch 1739 | loss: 0.0312387 | val_loss: 0.0312372 | Time: 1511.01 ms [2022-05-01 01:57:04 main:581] : INFO : Epoch 1740 | loss: 0.031239 | val_loss: 0.0312366 | Time: 1312.39 ms [2022-05-01 01:57:05 main:581] : INFO : Epoch 1741 | loss: 0.0312388 | val_loss: 0.0312369 | Time: 1296.35 ms [2022-05-01 01:57:07 main:581] : INFO : Epoch 1742 | loss: 0.0312388 | val_loss: 0.0312363 | Time: 1303.65 ms [2022-05-01 01:57:08 main:581] : INFO : Epoch 1743 | loss: 0.0312395 | val_loss: 0.0312377 | Time: 1279.1 ms [2022-05-01 01:57:09 main:581] : INFO : Epoch 1744 | loss: 0.0312398 | val_loss: 0.0312376 | Time: 1296.57 ms [2022-05-01 01:57:11 main:581] : INFO : Epoch 1745 | loss: 0.0312392 | val_loss: 0.0312363 | Time: 1482.02 ms [2022-05-01 01:57:12 main:581] : INFO : Epoch 1746 | loss: 0.0312391 | val_loss: 0.0312375 | Time: 1464.74 ms [2022-05-01 01:57:14 main:581] : INFO : Epoch 1747 | loss: 0.0312396 | val_loss: 0.0312382 | Time: 1554.29 ms [2022-05-01 01:57:15 main:581] : INFO : Epoch 1748 | loss: 0.0312394 | val_loss: 0.0312378 | Time: 1503.47 ms [2022-05-01 01:57:17 main:581] : INFO : Epoch 1749 | loss: 0.0312396 | val_loss: 0.0312365 | Time: 1331.46 ms [2022-05-01 01:57:18 main:581] : INFO : Epoch 1750 | loss: 0.0312395 | val_loss: 0.0312367 | Time: 1352.23 ms [2022-05-01 01:57:19 main:581] : INFO : Epoch 1751 | loss: 0.0312391 | val_loss: 0.0312374 | Time: 1365.66 ms [2022-05-01 01:57:21 main:581] : INFO : Epoch 1752 | loss: 0.0312393 | val_loss: 0.0312376 | Time: 1399.24 ms [2022-05-01 01:57:22 main:581] : INFO : Epoch 1753 | loss: 0.0312391 | val_loss: 0.0312361 | Time: 1365.64 ms [2022-05-01 01:57:23 main:581] : INFO : Epoch 1754 | loss: 0.031239 | val_loss: 0.0312366 | Time: 1376.36 ms [2022-05-01 01:57:25 main:581] : INFO : Epoch 1755 | loss: 0.0312396 | val_loss: 0.0312363 | Time: 1331.87 ms [2022-05-01 01:57:26 main:581] : INFO : Epoch 1756 | loss: 0.0312396 | val_loss: 0.0312371 | Time: 1408.18 ms [2022-05-01 01:57:28 main:581] : INFO : Epoch 1757 | loss: 0.0312393 | val_loss: 0.0312363 | Time: 1403.07 ms [2022-05-01 01:57:29 main:581] : INFO : Epoch 1758 | loss: 0.0312393 | val_loss: 0.0312367 | Time: 1412.65 ms [2022-05-01 01:57:30 main:581] : INFO : Epoch 1759 | loss: 0.0312394 | val_loss: 0.0312362 | Time: 1418.41 ms [2022-05-01 01:57:32 main:581] : INFO : Epoch 1760 | loss: 0.0312393 | val_loss: 0.0312376 | Time: 1425.07 ms [2022-05-01 01:57:33 main:581] : INFO : Epoch 1761 | loss: 0.031239 | val_loss: 0.0312374 | Time: 1405.86 ms [2022-05-01 01:57:35 main:581] : INFO : Epoch 1762 | loss: 0.0312388 | val_loss: 0.0312365 | Time: 1341.52 ms [2022-05-01 01:57:36 main:581] : INFO : Epoch 1763 | loss: 0.0312392 | val_loss: 0.0312377 | Time: 1328.77 ms [2022-05-01 01:57:37 main:581] : INFO : Epoch 1764 | loss: 0.0312398 | val_loss: 0.0312365 | Time: 1523.08 ms [2022-05-01 01:57:39 main:581] : INFO : Epoch 1765 | loss: 0.0312391 | val_loss: 0.0312365 | Time: 1474.89 ms [2022-05-01 01:57:40 main:581] : INFO : Epoch 1766 | loss: 0.0312387 | val_loss: 0.0312361 | Time: 1400.85 ms [2022-05-01 01:57:42 main:581] : INFO : Epoch 1767 | loss: 0.0312395 | val_loss: 0.0312373 | Time: 1374.49 ms [2022-05-01 01:57:43 main:581] : INFO : Epoch 1768 | loss: 0.031239 | val_loss: 0.0312369 | Time: 1381.57 ms [2022-05-01 01:57:44 main:581] : INFO : Epoch 1769 | loss: 0.0312393 | val_loss: 0.0312377 | Time: 1456.64 ms [2022-05-01 01:57:46 main:581] : INFO : Epoch 1770 | loss: 0.0312392 | val_loss: 0.031238 | Time: 1401.65 ms [2022-05-01 01:57:47 main:581] : INFO : Epoch 1771 | loss: 0.031239 | val_loss: 0.0312364 | Time: 1437.98 ms [2022-05-01 01:57:49 main:581] : INFO : Epoch 1772 | loss: 0.0312389 | val_loss: 0.0312361 | Time: 1430.57 ms [2022-05-01 01:57:50 main:581] : INFO : Epoch 1773 | loss: 0.0312391 | val_loss: 0.0312364 | Time: 1365.69 ms [2022-05-01 01:57:51 main:581] : INFO : Epoch 1774 | loss: 0.0312394 | val_loss: 0.0312376 | Time: 1359.96 ms [2022-05-01 01:57:53 main:581] : INFO : Epoch 1775 | loss: 0.0312394 | val_loss: 0.0312372 | Time: 1349.03 ms [2022-05-01 01:57:54 main:581] : INFO : Epoch 1776 | loss: 0.0312393 | val_loss: 0.0312368 | Time: 1381.67 ms [2022-05-01 01:57:56 main:581] : INFO : Epoch 1777 | loss: 0.0312394 | val_loss: 0.0312375 | Time: 1502.87 ms [2022-05-01 01:57:57 main:581] : INFO : Epoch 1778 | loss: 0.0312391 | val_loss: 0.0312372 | Time: 1382.55 ms [2022-05-01 01:57:59 main:581] : INFO : Epoch 1779 | loss: 0.0312393 | val_loss: 0.031236 | Time: 1457.84 ms [2022-05-01 01:58:00 main:581] : INFO : Epoch 1780 | loss: 0.0312398 | val_loss: 0.0312364 | Time: 1389.55 ms [2022-05-01 01:58:01 main:581] : INFO : Epoch 1781 | loss: 0.0312393 | val_loss: 0.0312371 | Time: 1273.64 ms [2022-05-01 01:58:03 main:581] : INFO : Epoch 1782 | loss: 0.0312388 | val_loss: 0.0312362 | Time: 1397.29 ms [2022-05-01 01:58:04 main:581] : INFO : Epoch 1783 | loss: 0.031239 | val_loss: 0.0312373 | Time: 1487.15 ms [2022-05-01 01:58:06 main:581] : INFO : Epoch 1784 | loss: 0.031239 | val_loss: 0.0312364 | Time: 1490.11 ms [2022-05-01 01:58:07 main:581] : INFO : Epoch 1785 | loss: 0.0312387 | val_loss: 0.0312363 | Time: 1381.64 ms [2022-05-01 01:58:08 main:581] : INFO : Epoch 1786 | loss: 0.031239 | val_loss: 0.0312362 | Time: 1353 ms [2022-05-01 01:58:10 main:581] : INFO : Epoch 1787 | loss: 0.0312391 | val_loss: 0.031243 | Time: 1517.6 ms [2022-05-01 01:58:11 main:581] : INFO : Epoch 1788 | loss: 0.0312423 | val_loss: 0.0312403 | Time: 1400.84 ms [2022-05-01 01:58:13 main:581] : INFO : Epoch 1789 | loss: 0.0312416 | val_loss: 0.0312369 | Time: 1398.81 ms [2022-05-01 01:58:14 main:581] : INFO : Epoch 1790 | loss: 0.0312395 | val_loss: 0.0312396 | Time: 1401.36 ms [2022-05-01 01:58:15 main:581] : INFO : Epoch 1791 | loss: 0.0312396 | val_loss: 0.0312369 | Time: 1387.81 ms [2022-05-01 01:58:17 main:581] : INFO : Epoch 1792 | loss: 0.0312392 | val_loss: 0.0312376 | Time: 1382.52 ms [2022-05-01 01:58:18 main:581] : INFO : Epoch 1793 | loss: 0.0312395 | val_loss: 0.0312368 | Time: 1390.17 ms [2022-05-01 01:58:19 main:581] : INFO : Epoch 1794 | loss: 0.0312396 | val_loss: 0.0312362 | Time: 1284.38 ms [2022-05-01 01:58:21 main:581] : INFO : Epoch 1795 | loss: 0.0312396 | val_loss: 0.0312367 | Time: 1386.61 ms [2022-05-01 01:58:22 main:581] : INFO : Epoch 1796 | loss: 0.0312393 | val_loss: 0.0312386 | Time: 1346.42 ms [2022-05-01 01:58:24 main:581] : INFO : Epoch 1797 | loss: 0.0312397 | val_loss: 0.0312364 | Time: 1326.29 ms [2022-05-01 01:58:25 main:581] : INFO : Epoch 1798 | loss: 0.031239 | val_loss: 0.0312362 | Time: 1361.02 ms [2022-05-01 01:58:26 main:581] : INFO : Epoch 1799 | loss: 0.0312403 | val_loss: 0.0312376 | Time: 1382.12 ms [2022-05-01 01:58:28 main:581] : INFO : Epoch 1800 | loss: 0.0312404 | val_loss: 0.0312373 | Time: 1408.78 ms [2022-05-01 01:58:29 main:581] : INFO : Epoch 1801 | loss: 0.0312391 | val_loss: 0.0312365 | Time: 1379.15 ms [2022-05-01 01:58:30 main:581] : INFO : Epoch 1802 | loss: 0.0312407 | val_loss: 0.0312369 | Time: 1321.92 ms [2022-05-01 01:58:32 main:581] : INFO : Epoch 1803 | loss: 0.0312391 | val_loss: 0.0312367 | Time: 1300.36 ms [2022-05-01 01:58:33 main:581] : INFO : Epoch 1804 | loss: 0.031239 | val_loss: 0.0312376 | Time: 1306.6 ms [2022-05-01 01:58:34 main:581] : INFO : Epoch 1805 | loss: 0.031239 | val_loss: 0.0312363 | Time: 1313.99 ms [2022-05-01 01:58:36 main:581] : INFO : Epoch 1806 | loss: 0.0312391 | val_loss: 0.0312361 | Time: 1284.85 ms [2022-05-01 01:58:37 main:581] : INFO : Epoch 1807 | loss: 0.031239 | val_loss: 0.031238 | Time: 1314.74 ms [2022-05-01 01:58:38 main:581] : INFO : Epoch 1808 | loss: 0.0312393 | val_loss: 0.0312368 | Time: 1301.95 ms [2022-05-01 01:58:40 main:581] : INFO : Epoch 1809 | loss: 0.0312395 | val_loss: 0.0312378 | Time: 1301.1 ms [2022-05-01 01:58:41 main:581] : INFO : Epoch 1810 | loss: 0.0312392 | val_loss: 0.0312374 | Time: 1582.29 ms [2022-05-01 01:58:42 main:581] : INFO : Epoch 1811 | loss: 0.0312399 | val_loss: 0.0312388 | Time: 1325.02 ms [2022-05-01 01:58:44 main:581] : INFO : Epoch 1812 | loss: 0.0312396 | val_loss: 0.0312372 | Time: 1340.12 ms [2022-05-01 01:58:45 main:581] : INFO : Epoch 1813 | loss: 0.0312399 | val_loss: 0.0312409 | Time: 1316.2 ms [2022-05-01 01:58:46 main:581] : INFO : Epoch 1814 | loss: 0.0312392 | val_loss: 0.0312362 | Time: 1328.56 ms [2022-05-01 01:58:48 main:581] : INFO : Epoch 1815 | loss: 0.031239 | val_loss: 0.0312369 | Time: 1329.47 ms [2022-05-01 01:58:49 main:581] : INFO : Epoch 1816 | loss: 0.0312391 | val_loss: 0.0312371 | Time: 1346.63 ms [2022-05-01 01:58:50 main:581] : INFO : Epoch 1817 | loss: 0.0312399 | val_loss: 0.0312396 | Time: 1337.29 ms [2022-05-01 01:58:52 main:581] : INFO : Epoch 1818 | loss: 0.0312401 | val_loss: 0.0312371 | Time: 1345.08 ms [2022-05-01 01:58:53 main:581] : INFO : Epoch 1819 | loss: 0.0312393 | val_loss: 0.031236 | Time: 1369.51 ms [2022-05-01 01:58:54 main:581] : INFO : Epoch 1820 | loss: 0.0312395 | val_loss: 0.031238 | Time: 1346.86 ms [2022-05-01 01:58:56 main:581] : INFO : Epoch 1821 | loss: 0.0312397 | val_loss: 0.0312381 | Time: 1352.49 ms [2022-05-01 01:58:57 main:581] : INFO : Epoch 1822 | loss: 0.0312393 | val_loss: 0.0312368 | Time: 1316.32 ms [2022-05-01 01:58:58 main:581] : INFO : Epoch 1823 | loss: 0.0312391 | val_loss: 0.0312379 | Time: 1300.74 ms [2022-05-01 01:59:00 main:581] : INFO : Epoch 1824 | loss: 0.0312391 | val_loss: 0.0312376 | Time: 1406.99 ms [2022-05-01 01:59:01 main:581] : INFO : Epoch 1825 | loss: 0.0312405 | val_loss: 0.0312391 | Time: 1346.77 ms [2022-05-01 01:59:03 main:581] : INFO : Epoch 1826 | loss: 0.0312402 | val_loss: 0.0312363 | Time: 1303.35 ms [2022-05-01 01:59:04 main:581] : INFO : Epoch 1827 | loss: 0.0312388 | val_loss: 0.0312364 | Time: 1298.46 ms [2022-05-01 01:59:05 main:581] : INFO : Epoch 1828 | loss: 0.0312395 | val_loss: 0.031237 | Time: 1302.97 ms [2022-05-01 01:59:07 main:581] : INFO : Epoch 1829 | loss: 0.031239 | val_loss: 0.0312371 | Time: 1465.92 ms [2022-05-01 01:59:08 main:581] : INFO : Epoch 1830 | loss: 0.031239 | val_loss: 0.0312371 | Time: 1472.18 ms [2022-05-01 01:59:09 main:581] : INFO : Epoch 1831 | loss: 0.0312389 | val_loss: 0.0312378 | Time: 1402.26 ms [2022-05-01 01:59:11 main:581] : INFO : Epoch 1832 | loss: 0.0312396 | val_loss: 0.0312394 | Time: 1456.69 ms [2022-05-01 01:59:12 main:581] : INFO : Epoch 1833 | loss: 0.0312394 | val_loss: 0.031236 | Time: 1368.92 ms [2022-05-01 01:59:14 main:581] : INFO : Epoch 1834 | loss: 0.0312394 | val_loss: 0.0312366 | Time: 1345.82 ms [2022-05-01 01:59:15 main:581] : INFO : Epoch 1835 | loss: 0.0312398 | val_loss: 0.0312364 | Time: 1350.67 ms [2022-05-01 01:59:16 main:581] : INFO : Epoch 1836 | loss: 0.0312397 | val_loss: 0.0312386 | Time: 1372.49 ms [2022-05-01 01:59:18 main:581] : INFO : Epoch 1837 | loss: 0.03124 | val_loss: 0.0312381 | Time: 1331.91 ms [2022-05-01 01:59:19 main:581] : INFO : Epoch 1838 | loss: 0.0312405 | val_loss: 0.0312439 | Time: 1302.21 ms [2022-05-01 01:59:20 main:581] : INFO : Epoch 1839 | loss: 0.0312429 | val_loss: 0.03124 | Time: 1337.15 ms [2022-05-01 01:59:22 main:581] : INFO : Epoch 1840 | loss: 0.0312413 | val_loss: 0.0312412 | Time: 1538.45 ms [2022-05-01 01:59:23 main:581] : INFO : Epoch 1841 | loss: 0.0312406 | val_loss: 0.0312373 | Time: 1498.19 ms [2022-05-01 01:59:25 main:581] : INFO : Epoch 1842 | loss: 0.0312394 | val_loss: 0.031238 | Time: 1458.83 ms [2022-05-01 01:59:26 main:581] : INFO : Epoch 1843 | loss: 0.0312398 | val_loss: 0.0312368 | Time: 1426.38 ms [2022-05-01 01:59:28 main:581] : INFO : Epoch 1844 | loss: 0.0312394 | val_loss: 0.031237 | Time: 1447.02 ms [2022-05-01 01:59:29 main:581] : INFO : Epoch 1845 | loss: 0.0312395 | val_loss: 0.031238 | Time: 1508.55 ms [2022-05-01 01:59:31 main:581] : INFO : Epoch 1846 | loss: 0.0312399 | val_loss: 0.031237 | Time: 1513.63 ms [2022-05-01 01:59:32 main:581] : INFO : Epoch 1847 | loss: 0.0312398 | val_loss: 0.0312383 | Time: 1326.82 ms [2022-05-01 01:59:33 main:581] : INFO : Epoch 1848 | loss: 0.0312418 | val_loss: 0.0312394 | Time: 1318.36 ms [2022-05-01 01:59:35 main:581] : INFO : Epoch 1849 | loss: 0.0312396 | val_loss: 0.0312369 | Time: 1390.28 ms [2022-05-01 01:59:36 main:581] : INFO : Epoch 1850 | loss: 0.0312394 | val_loss: 0.0312361 | Time: 1592.68 ms [2022-05-01 01:59:38 main:581] : INFO : Epoch 1851 | loss: 0.0312394 | val_loss: 0.0312369 | Time: 1451.03 ms [2022-05-01 01:59:39 main:581] : INFO : Epoch 1852 | loss: 0.0312388 | val_loss: 0.0312374 | Time: 1380.42 ms [2022-05-01 01:59:41 main:581] : INFO : Epoch 1853 | loss: 0.0312396 | val_loss: 0.0312366 | Time: 1379.76 ms [2022-05-01 01:59:42 main:581] : INFO : Epoch 1854 | loss: 0.0312398 | val_loss: 0.0312363 | Time: 1347.34 ms [2022-05-01 01:59:43 main:581] : INFO : Epoch 1855 | loss: 0.0312397 | val_loss: 0.0312369 | Time: 1369.69 ms [2022-05-01 01:59:45 main:581] : INFO : Epoch 1856 | loss: 0.0312398 | val_loss: 0.0312376 | Time: 1362.94 ms [2022-05-01 01:59:46 main:581] : INFO : Epoch 1857 | loss: 0.0312395 | val_loss: 0.0312364 | Time: 1303.97 ms [2022-05-01 01:59:47 main:581] : INFO : Epoch 1858 | loss: 0.0312388 | val_loss: 0.0312361 | Time: 1272.24 ms [2022-05-01 01:59:49 main:581] : INFO : Epoch 1859 | loss: 0.0312399 | val_loss: 0.0312387 | Time: 1480.9 ms [2022-05-01 01:59:50 main:581] : INFO : Epoch 1860 | loss: 0.0312416 | val_loss: 0.0312393 | Time: 1423.95 ms [2022-05-01 01:59:52 main:581] : INFO : Epoch 1861 | loss: 0.0312401 | val_loss: 0.0312378 | Time: 1440.94 ms [2022-05-01 01:59:53 main:581] : INFO : Epoch 1862 | loss: 0.0312387 | val_loss: 0.031237 | Time: 1485.83 ms [2022-05-01 01:59:54 main:581] : INFO : Epoch 1863 | loss: 0.0312395 | val_loss: 0.0312392 | Time: 1413.65 ms [2022-05-01 01:59:56 main:581] : INFO : Epoch 1864 | loss: 0.0312403 | val_loss: 0.0312375 | Time: 1430.95 ms [2022-05-01 01:59:57 main:581] : INFO : Epoch 1865 | loss: 0.0312395 | val_loss: 0.0312376 | Time: 1417.3 ms [2022-05-01 01:59:59 main:581] : INFO : Epoch 1866 | loss: 0.0312407 | val_loss: 0.0312378 | Time: 1404.93 ms [2022-05-01 02:00:00 main:581] : INFO : Epoch 1867 | loss: 0.0312393 | val_loss: 0.0312372 | Time: 1349.43 ms [2022-05-01 02:00:01 main:581] : INFO : Epoch 1868 | loss: 0.0312395 | val_loss: 0.0312362 | Time: 1394.1 ms [2022-05-01 02:00:03 main:581] : INFO : Epoch 1869 | loss: 0.0312395 | val_loss: 0.0312363 | Time: 1402.72 ms [2022-05-01 02:00:04 main:581] : INFO : Epoch 1870 | loss: 0.0312392 | val_loss: 0.0312388 | Time: 1366.04 ms [2022-05-01 02:00:06 main:581] : INFO : Epoch 1871 | loss: 0.0312389 | val_loss: 0.0312365 | Time: 1353.62 ms [2022-05-01 02:00:07 main:581] : INFO : Epoch 1872 | loss: 0.0312394 | val_loss: 0.0312395 | Time: 1341.44 ms [2022-05-01 02:00:08 main:581] : INFO : Epoch 1873 | loss: 0.0312406 | val_loss: 0.0312417 | Time: 1323.41 ms [2022-05-01 02:00:10 main:581] : INFO : Epoch 1874 | loss: 0.03124 | val_loss: 0.0312366 | Time: 1345.28 ms [2022-05-01 02:00:11 main:581] : INFO : Epoch 1875 | loss: 0.0312397 | val_loss: 0.0312365 | Time: 1414.48 ms [2022-05-01 02:00:12 main:581] : INFO : Epoch 1876 | loss: 0.0312406 | val_loss: 0.0312365 | Time: 1335.62 ms [2022-05-01 02:00:14 main:581] : INFO : Epoch 1877 | loss: 0.0312402 | val_loss: 0.0312372 | Time: 1421.36 ms [2022-05-01 02:00:15 main:581] : INFO : Epoch 1878 | loss: 0.0312405 | val_loss: 0.031237 | Time: 1429.76 ms [2022-05-01 02:00:17 main:581] : INFO : Epoch 1879 | loss: 0.0312393 | val_loss: 0.0312364 | Time: 1500.17 ms [2022-05-01 02:00:18 main:581] : INFO : Epoch 1880 | loss: 0.03124 | val_loss: 0.0312379 | Time: 1504.6 ms [2022-05-01 02:00:20 main:581] : INFO : Epoch 1881 | loss: 0.0312395 | val_loss: 0.031237 | Time: 1440.44 ms [2022-05-01 02:00:21 main:581] : INFO : Epoch 1882 | loss: 0.0312396 | val_loss: 0.0312366 | Time: 1382.65 ms [2022-05-01 02:00:22 main:581] : INFO : Epoch 1883 | loss: 0.0312391 | val_loss: 0.0312364 | Time: 1366.38 ms [2022-05-01 02:00:24 main:581] : INFO : Epoch 1884 | loss: 0.0312394 | val_loss: 0.0312373 | Time: 1484.3 ms [2022-05-01 02:00:25 main:581] : INFO : Epoch 1885 | loss: 0.0312397 | val_loss: 0.0312362 | Time: 1453.64 ms [2022-05-01 02:00:27 main:581] : INFO : Epoch 1886 | loss: 0.0312407 | val_loss: 0.0312397 | Time: 1397.56 ms [2022-05-01 02:00:28 main:581] : INFO : Epoch 1887 | loss: 0.0312399 | val_loss: 0.0312409 | Time: 1442.34 ms [2022-05-01 02:00:30 main:581] : INFO : Epoch 1888 | loss: 0.0312414 | val_loss: 0.0312364 | Time: 1448.96 ms [2022-05-01 02:00:31 main:581] : INFO : Epoch 1889 | loss: 0.0312402 | val_loss: 0.0312376 | Time: 1409.49 ms [2022-05-01 02:00:32 main:581] : INFO : Epoch 1890 | loss: 0.0312392 | val_loss: 0.0312371 | Time: 1333.83 ms [2022-05-01 02:00:34 main:581] : INFO : Epoch 1891 | loss: 0.0312393 | val_loss: 0.0312361 | Time: 1411.06 ms [2022-05-01 02:00:35 main:581] : INFO : Epoch 1892 | loss: 0.0312397 | val_loss: 0.0312362 | Time: 1539.17 ms [2022-05-01 02:00:37 main:581] : INFO : Epoch 1893 | loss: 0.0312395 | val_loss: 0.0312385 | Time: 1594.54 ms [2022-05-01 02:00:38 main:581] : INFO : Epoch 1894 | loss: 0.0312406 | val_loss: 0.0312386 | Time: 1506.96 ms [2022-05-01 02:00:40 main:581] : INFO : Epoch 1895 | loss: 0.0312388 | val_loss: 0.0312362 | Time: 1355.09 ms [2022-05-01 02:00:41 main:581] : INFO : Epoch 1896 | loss: 0.031239 | val_loss: 0.0312376 | Time: 1383.55 ms [2022-05-01 02:00:43 main:581] : INFO : Epoch 1897 | loss: 0.0312394 | val_loss: 0.0312367 | Time: 1422.79 ms [2022-05-01 02:00:44 main:581] : INFO : Epoch 1898 | loss: 0.0312388 | val_loss: 0.0312368 | Time: 1455.93 ms [2022-05-01 02:00:45 main:581] : INFO : Epoch 1899 | loss: 0.0312388 | val_loss: 0.0312362 | Time: 1433.87 ms [2022-05-01 02:00:47 main:581] : INFO : Epoch 1900 | loss: 0.0312395 | val_loss: 0.0312372 | Time: 1536.49 ms [2022-05-01 02:00:48 main:581] : INFO : Epoch 1901 | loss: 0.0312393 | val_loss: 0.0312363 | Time: 1495.28 ms [2022-05-01 02:00:50 main:581] : INFO : Epoch 1902 | loss: 0.0312396 | val_loss: 0.0312372 | Time: 1553.29 ms [2022-05-01 02:00:52 main:581] : INFO : Epoch 1903 | loss: 0.0312401 | val_loss: 0.0312399 | Time: 1640.2 ms [2022-05-01 02:00:53 main:581] : INFO : Epoch 1904 | loss: 0.0312399 | val_loss: 0.0312398 | Time: 1629.57 ms [2022-05-01 02:00:55 main:581] : INFO : Epoch 1905 | loss: 0.0312398 | val_loss: 0.0312383 | Time: 1545.07 ms [2022-05-01 02:00:56 main:581] : INFO : Epoch 1906 | loss: 0.0312398 | val_loss: 0.0312365 | Time: 1305.59 ms [2022-05-01 02:00:57 main:581] : INFO : Epoch 1907 | loss: 0.0312392 | val_loss: 0.0312369 | Time: 1308.02 ms [2022-05-01 02:00:59 main:581] : INFO : Epoch 1908 | loss: 0.0312418 | val_loss: 0.0312376 | Time: 1360.89 ms [2022-05-01 02:01:00 main:581] : INFO : Epoch 1909 | loss: 0.0312394 | val_loss: 0.0312368 | Time: 1334.04 ms [2022-05-01 02:01:02 main:581] : INFO : Epoch 1910 | loss: 0.0312389 | val_loss: 0.0312385 | Time: 1337.39 ms [2022-05-01 02:01:03 main:581] : INFO : Epoch 1911 | loss: 0.0312402 | val_loss: 0.0312372 | Time: 1346.85 ms [2022-05-01 02:01:04 main:581] : INFO : Epoch 1912 | loss: 0.0312391 | val_loss: 0.0312365 | Time: 1334.85 ms [2022-05-01 02:01:06 main:581] : INFO : Epoch 1913 | loss: 0.031239 | val_loss: 0.0312365 | Time: 1344.21 ms [2022-05-01 02:01:07 main:581] : INFO : Epoch 1914 | loss: 0.0312402 | val_loss: 0.0312394 | Time: 1355.1 ms [2022-05-01 02:01:08 main:581] : INFO : Epoch 1915 | loss: 0.0312396 | val_loss: 0.0312384 | Time: 1343.95 ms [2022-05-01 02:01:10 main:581] : INFO : Epoch 1916 | loss: 0.031241 | val_loss: 0.031237 | Time: 1375.42 ms [2022-05-01 02:01:11 main:581] : INFO : Epoch 1917 | loss: 0.0312402 | val_loss: 0.0312405 | Time: 1350.1 ms [2022-05-01 02:01:12 main:581] : INFO : Epoch 1918 | loss: 0.0312413 | val_loss: 0.0312375 | Time: 1367.92 ms [2022-05-01 02:01:14 main:581] : INFO : Epoch 1919 | loss: 0.0312412 | val_loss: 0.0312373 | Time: 1371.85 ms [2022-05-01 02:01:15 main:581] : INFO : Epoch 1920 | loss: 0.0312396 | val_loss: 0.0312361 | Time: 1358.06 ms [2022-05-01 02:01:16 main:581] : INFO : Epoch 1921 | loss: 0.031241 | val_loss: 0.031238 | Time: 1349.03 ms [2022-05-01 02:01:18 main:581] : INFO : Epoch 1922 | loss: 0.0312429 | val_loss: 0.0312412 | Time: 1371.54 ms [2022-05-01 02:01:19 main:581] : INFO : Epoch 1923 | loss: 0.031241 | val_loss: 0.0312368 | Time: 1353.69 ms [2022-05-01 02:01:20 main:581] : INFO : Epoch 1924 | loss: 0.031239 | val_loss: 0.0312363 | Time: 1304.89 ms [2022-05-01 02:01:22 main:581] : INFO : Epoch 1925 | loss: 0.0312393 | val_loss: 0.0312363 | Time: 1348.11 ms [2022-05-01 02:01:23 main:581] : INFO : Epoch 1926 | loss: 0.0312392 | val_loss: 0.0312363 | Time: 1353.05 ms [2022-05-01 02:01:24 main:581] : INFO : Epoch 1927 | loss: 0.0312397 | val_loss: 0.0312375 | Time: 1320.94 ms [2022-05-01 02:01:26 main:581] : INFO : Epoch 1928 | loss: 0.0312395 | val_loss: 0.0312381 | Time: 1297.39 ms [2022-05-01 02:01:27 main:581] : INFO : Epoch 1929 | loss: 0.0312393 | val_loss: 0.0312365 | Time: 1323.74 ms [2022-05-01 02:01:28 main:581] : INFO : Epoch 1930 | loss: 0.0312392 | val_loss: 0.0312375 | Time: 1323.14 ms [2022-05-01 02:01:30 main:581] : INFO : Epoch 1931 | loss: 0.0312391 | val_loss: 0.0312427 | Time: 1297.46 ms [2022-05-01 02:01:31 main:581] : INFO : Epoch 1932 | loss: 0.0312404 | val_loss: 0.0312381 | Time: 1305.88 ms [2022-05-01 02:01:32 main:581] : INFO : Epoch 1933 | loss: 0.0312399 | val_loss: 0.0312387 | Time: 1301.5 ms [2022-05-01 02:01:34 main:581] : INFO : Epoch 1934 | loss: 0.031239 | val_loss: 0.0312371 | Time: 1294.76 ms [2022-05-01 02:01:35 main:581] : INFO : Epoch 1935 | loss: 0.0312394 | val_loss: 0.0312388 | Time: 1367.1 ms [2022-05-01 02:01:36 main:581] : INFO : Epoch 1936 | loss: 0.0312394 | val_loss: 0.0312367 | Time: 1441.45 ms [2022-05-01 02:01:38 main:581] : INFO : Epoch 1937 | loss: 0.0312388 | val_loss: 0.0312373 | Time: 1472.75 ms [2022-05-01 02:01:39 main:581] : INFO : Epoch 1938 | loss: 0.0312395 | val_loss: 0.031237 | Time: 1456.91 ms [2022-05-01 02:01:41 main:581] : INFO : Epoch 1939 | loss: 0.0312398 | val_loss: 0.0312368 | Time: 1339.66 ms [2022-05-01 02:01:42 main:581] : INFO : Epoch 1940 | loss: 0.031239 | val_loss: 0.0312365 | Time: 1363.72 ms [2022-05-01 02:01:43 main:581] : INFO : Epoch 1941 | loss: 0.0312401 | val_loss: 0.0312397 | Time: 1280.66 ms [2022-05-01 02:01:45 main:581] : INFO : Epoch 1942 | loss: 0.0312392 | val_loss: 0.0312378 | Time: 1296.54 ms [2022-05-01 02:01:46 main:581] : INFO : Epoch 1943 | loss: 0.0312391 | val_loss: 0.031237 | Time: 1379.27 ms [2022-05-01 02:01:47 main:581] : INFO : Epoch 1944 | loss: 0.0312392 | val_loss: 0.0312379 | Time: 1308.76 ms [2022-05-01 02:01:49 main:581] : INFO : Epoch 1945 | loss: 0.0312397 | val_loss: 0.0312374 | Time: 1384.12 ms [2022-05-01 02:01:50 main:581] : INFO : Epoch 1946 | loss: 0.0312392 | val_loss: 0.0312372 | Time: 1379.75 ms [2022-05-01 02:01:51 main:581] : INFO : Epoch 1947 | loss: 0.0312403 | val_loss: 0.0312387 | Time: 1397.34 ms [2022-05-01 02:01:53 main:581] : INFO : Epoch 1948 | loss: 0.0312392 | val_loss: 0.0312368 | Time: 1371.44 ms [2022-05-01 02:01:54 main:581] : INFO : Epoch 1949 | loss: 0.0312394 | val_loss: 0.0312393 | Time: 1327.66 ms [2022-05-01 02:01:56 main:581] : INFO : Epoch 1950 | loss: 0.03124 | val_loss: 0.0312387 | Time: 1399.53 ms [2022-05-01 02:01:57 main:581] : INFO : Epoch 1951 | loss: 0.0312392 | val_loss: 0.0312375 | Time: 1403.55 ms [2022-05-01 02:01:58 main:581] : INFO : Epoch 1952 | loss: 0.0312393 | val_loss: 0.031237 | Time: 1365.58 ms [2022-05-01 02:02:00 main:581] : INFO : Epoch 1953 | loss: 0.0312391 | val_loss: 0.0312371 | Time: 1379.15 ms [2022-05-01 02:02:01 main:581] : INFO : Epoch 1954 | loss: 0.0312388 | val_loss: 0.0312377 | Time: 1333.16 ms [2022-05-01 02:02:02 main:581] : INFO : Epoch 1955 | loss: 0.0312389 | val_loss: 0.0312366 | Time: 1367.9 ms [2022-05-01 02:02:04 main:581] : INFO : Epoch 1956 | loss: 0.0312392 | val_loss: 0.0312372 | Time: 1401.45 ms [2022-05-01 02:02:05 main:581] : INFO : Epoch 1957 | loss: 0.0312407 | val_loss: 0.0312377 | Time: 1383.81 ms [2022-05-01 02:02:07 main:581] : INFO : Epoch 1958 | loss: 0.0312401 | val_loss: 0.0312364 | Time: 1345.18 ms [2022-05-01 02:02:08 main:581] : INFO : Epoch 1959 | loss: 0.0312396 | val_loss: 0.031238 | Time: 1327.64 ms [2022-05-01 02:02:09 main:581] : INFO : Epoch 1960 | loss: 0.0312406 | val_loss: 0.0312408 | Time: 1369.1 ms [2022-05-01 02:02:11 main:581] : INFO : Epoch 1961 | loss: 0.0312483 | val_loss: 0.0312421 | Time: 1411.81 ms [2022-05-01 02:02:12 main:581] : INFO : Epoch 1962 | loss: 0.0312421 | val_loss: 0.031238 | Time: 1448.52 ms [2022-05-01 02:02:14 main:581] : INFO : Epoch 1963 | loss: 0.0312396 | val_loss: 0.0312369 | Time: 1409.94 ms [2022-05-01 02:02:15 main:581] : INFO : Epoch 1964 | loss: 0.031239 | val_loss: 0.0312371 | Time: 1430.23 ms [2022-05-01 02:02:16 main:581] : INFO : Epoch 1965 | loss: 0.0312393 | val_loss: 0.0312387 | Time: 1335.19 ms [2022-05-01 02:02:18 main:581] : INFO : Epoch 1966 | loss: 0.0312404 | val_loss: 0.031237 | Time: 1360.11 ms [2022-05-01 02:02:19 main:581] : INFO : Epoch 1967 | loss: 0.0312392 | val_loss: 0.031237 | Time: 1376.42 ms [2022-05-01 02:02:20 main:581] : INFO : Epoch 1968 | loss: 0.0312391 | val_loss: 0.0312368 | Time: 1319.57 ms [2022-05-01 02:02:22 main:581] : INFO : Epoch 1969 | loss: 0.0312396 | val_loss: 0.0312364 | Time: 1334.17 ms [2022-05-01 02:02:23 main:581] : INFO : Epoch 1970 | loss: 0.0312388 | val_loss: 0.0312384 | Time: 1337.91 ms [2022-05-01 02:02:24 main:581] : INFO : Epoch 1971 | loss: 0.0312404 | val_loss: 0.0312388 | Time: 1350.93 ms [2022-05-01 02:02:26 main:581] : INFO : Epoch 1972 | loss: 0.0312407 | val_loss: 0.0312373 | Time: 1330.73 ms [2022-05-01 02:02:27 main:581] : INFO : Epoch 1973 | loss: 0.0312404 | val_loss: 0.0312371 | Time: 1345.57 ms [2022-05-01 02:02:28 main:581] : INFO : Epoch 1974 | loss: 0.0312393 | val_loss: 0.0312377 | Time: 1404.06 ms [2022-05-01 02:02:30 main:581] : INFO : Epoch 1975 | loss: 0.0312392 | val_loss: 0.0312366 | Time: 1324.51 ms [2022-05-01 02:02:31 main:581] : INFO : Epoch 1976 | loss: 0.0312391 | val_loss: 0.0312381 | Time: 1403.2 ms [2022-05-01 02:02:33 main:581] : INFO : Epoch 1977 | loss: 0.0312392 | val_loss: 0.0312382 | Time: 1483.55 ms [2022-05-01 02:02:34 main:581] : INFO : Epoch 1978 | loss: 0.031239 | val_loss: 0.0312387 | Time: 1487.33 ms [2022-05-01 02:02:36 main:581] : INFO : Epoch 1979 | loss: 0.03124 | val_loss: 0.0312369 | Time: 1443.54 ms [2022-05-01 02:02:37 main:581] : INFO : Epoch 1980 | loss: 0.0312395 | val_loss: 0.0312379 | Time: 1449.12 ms [2022-05-01 02:02:39 main:581] : INFO : Epoch 1981 | loss: 0.0312396 | val_loss: 0.0312362 | Time: 1455.18 ms [2022-05-01 02:02:40 main:581] : INFO : Epoch 1982 | loss: 0.0312387 | val_loss: 0.0312363 | Time: 1464.41 ms [2022-05-01 02:02:41 main:581] : INFO : Epoch 1983 | loss: 0.0312386 | val_loss: 0.0312367 | Time: 1303.88 ms [2022-05-01 02:02:43 main:581] : INFO : Epoch 1984 | loss: 0.031239 | val_loss: 0.0312362 | Time: 1302.88 ms [2022-05-01 02:02:44 main:581] : INFO : Epoch 1985 | loss: 0.0312392 | val_loss: 0.031238 | Time: 1312.91 ms [2022-05-01 02:02:45 main:581] : INFO : Epoch 1986 | loss: 0.0312386 | val_loss: 0.0312362 | Time: 1289.52 ms [2022-05-01 02:02:46 main:581] : INFO : Epoch 1987 | loss: 0.0312389 | val_loss: 0.0312371 | Time: 1315.99 ms [2022-05-01 02:02:48 main:581] : INFO : Epoch 1988 | loss: 0.031239 | val_loss: 0.0312369 | Time: 1305.29 ms [2022-05-01 02:02:49 main:581] : INFO : Epoch 1989 | loss: 0.0312391 | val_loss: 0.0312375 | Time: 1307.34 ms [2022-05-01 02:02:50 main:581] : INFO : Epoch 1990 | loss: 0.0312388 | val_loss: 0.0312374 | Time: 1300.59 ms [2022-05-01 02:02:52 main:581] : INFO : Epoch 1991 | loss: 0.0312402 | val_loss: 0.0312364 | Time: 1286.75 ms [2022-05-01 02:02:53 main:581] : INFO : Epoch 1992 | loss: 0.0312396 | val_loss: 0.0312369 | Time: 1337.69 ms [2022-05-01 02:02:54 main:581] : INFO : Epoch 1993 | loss: 0.0312396 | val_loss: 0.031237 | Time: 1298.25 ms [2022-05-01 02:02:56 main:581] : INFO : Epoch 1994 | loss: 0.0312389 | val_loss: 0.0312373 | Time: 1333.15 ms [2022-05-01 02:02:57 main:581] : INFO : Epoch 1995 | loss: 0.0312395 | val_loss: 0.0312371 | Time: 1360.04 ms [2022-05-01 02:02:58 main:581] : INFO : Epoch 1996 | loss: 0.0312393 | val_loss: 0.0312361 | Time: 1393.92 ms [2022-05-01 02:03:00 main:581] : INFO : Epoch 1997 | loss: 0.0312394 | val_loss: 0.0312397 | Time: 1423.31 ms [2022-05-01 02:03:01 main:581] : INFO : Epoch 1998 | loss: 0.03124 | val_loss: 0.0312373 | Time: 1402.43 ms [2022-05-01 02:03:03 main:581] : INFO : Epoch 1999 | loss: 0.0312397 | val_loss: 0.0312366 | Time: 1387.24 ms [2022-05-01 02:03:04 main:581] : INFO : Epoch 2000 | loss: 0.031239 | val_loss: 0.0312372 | Time: 1388.1 ms [2022-05-01 02:03:05 main:581] : INFO : Epoch 2001 | loss: 0.0312394 | val_loss: 0.0312378 | Time: 1358.15 ms [2022-05-01 02:03:07 main:581] : INFO : Epoch 2002 | loss: 0.0312397 | val_loss: 0.0312373 | Time: 1370.75 ms [2022-05-01 02:03:08 main:581] : INFO : Epoch 2003 | loss: 0.0312406 | val_loss: 0.031238 | Time: 1328.02 ms [2022-05-01 02:03:09 main:581] : INFO : Epoch 2004 | loss: 0.0312399 | val_loss: 0.0312361 | Time: 1393.75 ms [2022-05-01 02:03:11 main:581] : INFO : Epoch 2005 | loss: 0.0312398 | val_loss: 0.0312375 | Time: 1564.32 ms [2022-05-01 02:03:12 main:581] : INFO : Epoch 2006 | loss: 0.0312404 | val_loss: 0.0312367 | Time: 1384.56 ms [2022-05-01 02:03:14 main:581] : INFO : Epoch 2007 | loss: 0.0312399 | val_loss: 0.0312377 | Time: 1341.32 ms [2022-05-01 02:03:15 main:581] : INFO : Epoch 2008 | loss: 0.0312394 | val_loss: 0.0312365 | Time: 1308.62 ms [2022-05-01 02:03:16 main:581] : INFO : Epoch 2009 | loss: 0.0312391 | val_loss: 0.0312374 | Time: 1347.66 ms [2022-05-01 02:03:18 main:581] : INFO : Epoch 2010 | loss: 0.0312386 | val_loss: 0.0312361 | Time: 1400.9 ms [2022-05-01 02:03:19 main:581] : INFO : Epoch 2011 | loss: 0.0312392 | val_loss: 0.0312369 | Time: 1343.46 ms [2022-05-01 02:03:21 main:581] : INFO : Epoch 2012 | loss: 0.0312392 | val_loss: 0.0312366 | Time: 1409.56 ms [2022-05-01 02:03:22 main:581] : INFO : Epoch 2013 | loss: 0.031239 | val_loss: 0.0312381 | Time: 1394.41 ms [2022-05-01 02:03:23 main:581] : INFO : Epoch 2014 | loss: 0.0312396 | val_loss: 0.0312366 | Time: 1358.23 ms [2022-05-01 02:03:25 main:581] : INFO : Epoch 2015 | loss: 0.031239 | val_loss: 0.0312377 | Time: 1364 ms [2022-05-01 02:03:26 main:581] : INFO : Epoch 2016 | loss: 0.031239 | val_loss: 0.0312374 | Time: 1330.42 ms [2022-05-01 02:03:27 main:581] : INFO : Epoch 2017 | loss: 0.031239 | val_loss: 0.0312367 | Time: 1340.64 ms [2022-05-01 02:03:29 main:581] : INFO : Epoch 2018 | loss: 0.0312388 | val_loss: 0.031236 | Time: 1349.37 ms [2022-05-01 02:03:30 main:581] : INFO : Epoch 2019 | loss: 0.0312389 | val_loss: 0.0312372 | Time: 1310.29 ms [2022-05-01 02:03:31 main:581] : INFO : Epoch 2020 | loss: 0.03124 | val_loss: 0.0312375 | Time: 1290.57 ms [2022-05-01 02:03:33 main:581] : INFO : Epoch 2021 | loss: 0.0312393 | val_loss: 0.0312365 | Time: 1266.72 ms [2022-05-01 02:03:34 main:581] : INFO : Epoch 2022 | loss: 0.0312403 | val_loss: 0.0312412 | Time: 1304.49 ms [2022-05-01 02:03:35 main:581] : INFO : Epoch 2023 | loss: 0.0312399 | val_loss: 0.0312378 | Time: 1371.27 ms [2022-05-01 02:03:37 main:581] : INFO : Epoch 2024 | loss: 0.03124 | val_loss: 0.0312376 | Time: 1330.1 ms [2022-05-01 02:03:38 main:581] : INFO : Epoch 2025 | loss: 0.03124 | val_loss: 0.0312391 | Time: 1354.59 ms [2022-05-01 02:03:39 main:581] : INFO : Epoch 2026 | loss: 0.0312404 | val_loss: 0.0312372 | Time: 1365.53 ms [2022-05-01 02:03:41 main:581] : INFO : Epoch 2027 | loss: 0.0312392 | val_loss: 0.0312376 | Time: 1326.59 ms [2022-05-01 02:03:42 main:581] : INFO : Epoch 2028 | loss: 0.0312391 | val_loss: 0.0312372 | Time: 1364.43 ms [2022-05-01 02:03:43 main:581] : INFO : Epoch 2029 | loss: 0.0312389 | val_loss: 0.0312384 | Time: 1380.27 ms [2022-05-01 02:03:45 main:581] : INFO : Epoch 2030 | loss: 0.0312419 | val_loss: 0.0312365 | Time: 1362.91 ms [2022-05-01 02:03:46 main:581] : INFO : Epoch 2031 | loss: 0.0313066 | val_loss: 0.0318741 | Time: 1483.65 ms [2022-05-01 02:03:48 main:581] : INFO : Epoch 2032 | loss: 0.0376529 | val_loss: 0.0318621 | Time: 1440.42 ms [2022-05-01 02:03:49 main:581] : INFO : Epoch 2033 | loss: 0.0322757 | val_loss: 0.0316724 | Time: 1489.26 ms [2022-05-01 02:03:51 main:581] : INFO : Epoch 2034 | loss: 0.0314572 | val_loss: 0.0313202 | Time: 1361.38 ms [2022-05-01 02:03:52 main:581] : INFO : Epoch 2035 | loss: 0.0312811 | val_loss: 0.0312594 | Time: 1386.72 ms [2022-05-01 02:03:53 main:581] : INFO : Epoch 2036 | loss: 0.031253 | val_loss: 0.0312481 | Time: 1423.27 ms [2022-05-01 02:03:55 main:581] : INFO : Epoch 2037 | loss: 0.0312469 | val_loss: 0.0312432 | Time: 1383.13 ms [2022-05-01 02:03:56 main:581] : INFO : Epoch 2038 | loss: 0.0312438 | val_loss: 0.0312417 | Time: 1336.19 ms [2022-05-01 02:03:57 main:581] : INFO : Epoch 2039 | loss: 0.0312424 | val_loss: 0.0312406 | Time: 1433.7 ms [2022-05-01 02:03:59 main:581] : INFO : Epoch 2040 | loss: 0.0312417 | val_loss: 0.031239 | Time: 1335.55 ms [2022-05-01 02:04:00 main:581] : INFO : Epoch 2041 | loss: 0.0312416 | val_loss: 0.0312393 | Time: 1300.01 ms [2022-05-01 02:04:01 main:581] : INFO : Epoch 2042 | loss: 0.0312425 | val_loss: 0.0312392 | Time: 1316.03 ms [2022-05-01 02:04:03 main:581] : INFO : Epoch 2043 | loss: 0.0312411 | val_loss: 0.0312383 | Time: 1389.57 ms [2022-05-01 02:04:04 main:581] : INFO : Epoch 2044 | loss: 0.0312416 | val_loss: 0.0312386 | Time: 1422.29 ms [2022-05-01 02:04:06 main:581] : INFO : Epoch 2045 | loss: 0.0312413 | val_loss: 0.0312387 | Time: 1431.46 ms [2022-05-01 02:04:07 main:581] : INFO : Epoch 2046 | loss: 0.0312409 | val_loss: 0.0312379 | Time: 1420.64 ms [2022-05-01 02:04:09 main:581] : INFO : Epoch 2047 | loss: 0.0312405 | val_loss: 0.0312377 | Time: 1508.1 ms [2022-05-01 02:04:10 main:581] : INFO : Epoch 2048 | loss: 0.0312397 | val_loss: 0.0312378 | Time: 1469.36 ms [2022-05-01 02:04:10 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312378 [2022-05-01 02:04:10 main:610] : INFO : Saving end state to config to file [2022-05-01 02:04:10 main:615] : INFO : Success, exiting.. 02:04:10 (11008): 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)