Task 14173517
| Name | ParityModified-1647045124-20801-2-0_0 |
| Workunit | 11236247 |
| Created | 1 Apr 2022, 3:28:14 UTC |
| Sent | 11 Apr 2022, 0:00:17 UTC |
| Report deadline | 19 Apr 2022, 0:00:17 UTC |
| Received | 11 Apr 2022, 15:20:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18556 |
| Run time | 46 min 35 sec |
| CPU time | 45 min 21 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> 04-11 22:08:04 main:574] : INFO : Epoch 1542 | loss: 0.0311754 | val_loss: 0.0311816 | Time: 1363.39 ms [2022-04-11 22:08:05 main:574] : INFO : Epoch 1543 | loss: 0.0311739 | val_loss: 0.0311819 | Time: 1327.59 ms [2022-04-11 22:08:07 main:574] : INFO : Epoch 1544 | loss: 0.031173 | val_loss: 0.0311827 | Time: 1227.26 ms [2022-04-11 22:08:08 main:574] : INFO : Epoch 1545 | loss: 0.031172 | val_loss: 0.0311799 | Time: 1271.08 ms [2022-04-11 22:08:09 main:574] : INFO : Epoch 1546 | loss: 0.0311733 | val_loss: 0.0311834 | Time: 1336.88 ms [2022-04-11 22:08:11 main:574] : INFO : Epoch 1547 | loss: 0.0311721 | val_loss: 0.0311804 | Time: 1294.09 ms [2022-04-11 22:08:12 main:574] : INFO : Epoch 1548 | loss: 0.0311722 | val_loss: 0.0311811 | Time: 1343.75 ms [2022-04-11 22:08:13 main:574] : INFO : Epoch 1549 | loss: 0.0311716 | val_loss: 0.0311811 | Time: 1329 ms [2022-04-11 22:08:15 main:574] : INFO : Epoch 1550 | loss: 0.0311712 | val_loss: 0.0311817 | Time: 1323.86 ms [2022-04-11 22:08:16 main:574] : INFO : Epoch 1551 | loss: 0.031172 | val_loss: 0.031181 | Time: 1307.53 ms [2022-04-11 22:08:17 main:574] : INFO : Epoch 1552 | loss: 0.031173 | val_loss: 0.03118 | Time: 1308.18 ms [2022-04-11 22:08:19 main:574] : INFO : Epoch 1553 | loss: 0.0311733 | val_loss: 0.03118 | Time: 1307.25 ms [2022-04-11 22:08:20 main:574] : INFO : Epoch 1554 | loss: 0.0311716 | val_loss: 0.0311835 | Time: 1262.49 ms [2022-04-11 22:08:21 main:574] : INFO : Epoch 1555 | loss: 0.0311722 | val_loss: 0.0311823 | Time: 1327.73 ms [2022-04-11 22:08:23 main:574] : INFO : Epoch 1556 | loss: 0.0311774 | val_loss: 0.0311851 | Time: 1315.13 ms [2022-04-11 22:08:24 main:574] : INFO : Epoch 1557 | loss: 0.0311824 | val_loss: 0.0311857 | Time: 1283.48 ms [2022-04-11 22:08:25 main:574] : INFO : Epoch 1558 | loss: 0.0311798 | val_loss: 0.0311835 | Time: 1356.44 ms [2022-04-11 22:08:27 main:574] : INFO : Epoch 1559 | loss: 0.0311793 | val_loss: 0.0311852 | Time: 1284.36 ms [2022-04-11 22:08:28 main:574] : INFO : Epoch 1560 | loss: 0.0311773 | val_loss: 0.031185 | Time: 1349.97 ms [2022-04-11 22:08:29 main:574] : INFO : Epoch 1561 | loss: 0.0311762 | val_loss: 0.0311813 | Time: 1307.54 ms [2022-04-11 22:08:31 main:574] : INFO : Epoch 1562 | loss: 0.0311756 | val_loss: 0.0311805 | Time: 1311.51 ms [2022-04-11 22:08:32 main:574] : INFO : Epoch 1563 | loss: 0.0311744 | val_loss: 0.0311828 | Time: 1283.79 ms [2022-04-11 22:08:33 main:574] : INFO : Epoch 1564 | loss: 0.0311747 | val_loss: 0.0311794 | Time: 1366.75 ms [2022-04-11 22:08:35 main:574] : INFO : Epoch 1565 | loss: 0.0311781 | val_loss: 0.0311867 | Time: 1279.8 ms [2022-04-11 22:08:36 main:574] : INFO : Epoch 1566 | loss: 0.0311823 | val_loss: 0.031181 | Time: 1316.32 ms [2022-04-11 22:08:37 main:574] : INFO : Epoch 1567 | loss: 0.0311789 | val_loss: 0.03118 | Time: 1339.34 ms [2022-04-11 22:08:39 main:574] : INFO : Epoch 1568 | loss: 0.0311777 | val_loss: 0.0311811 | Time: 1339.89 ms [2022-04-11 22:08:40 main:574] : INFO : Epoch 1569 | loss: 0.0311761 | val_loss: 0.0311789 | Time: 1309.49 ms [2022-04-11 22:08:41 main:574] : INFO : Epoch 1570 | loss: 0.0311743 | val_loss: 0.0311783 | Time: 1285.04 ms [2022-04-11 22:08:42 main:574] : INFO : Epoch 1571 | loss: 0.031175 | val_loss: 0.0311847 | Time: 1279.55 ms [2022-04-11 22:08:44 main:574] : INFO : Epoch 1572 | loss: 0.0311764 | val_loss: 0.0311849 | Time: 1328.81 ms [2022-04-11 22:08:45 main:574] : INFO : Epoch 1573 | loss: 0.0311762 | val_loss: 0.031181 | Time: 1317.95 ms [2022-04-11 22:08:47 main:574] : INFO : Epoch 1574 | loss: 0.0311734 | val_loss: 0.0311793 | Time: 1311.35 ms [2022-04-11 22:08:48 main:574] : INFO : Epoch 1575 | loss: 0.0311713 | val_loss: 0.0311788 | Time: 1243.7 ms [2022-04-11 22:08:49 main:574] : INFO : Epoch 1576 | loss: 0.0311727 | val_loss: 0.0311793 | Time: 1257.51 ms [2022-04-11 22:08:50 main:574] : INFO : Epoch 1577 | loss: 0.0311717 | val_loss: 0.0311776 | Time: 1273.6 ms [2022-04-11 22:08:52 main:574] : INFO : Epoch 1578 | loss: 0.031172 | val_loss: 0.0311778 | Time: 1321.16 ms [2022-04-11 22:08:53 main:574] : INFO : Epoch 1579 | loss: 0.03117 | val_loss: 0.0311783 | Time: 1357.25 ms [2022-04-11 22:08:54 main:574] : INFO : Epoch 1580 | loss: 0.0311704 | val_loss: 0.031181 | Time: 1300.58 ms [2022-04-11 22:08:56 main:574] : INFO : Epoch 1581 | loss: 0.0311749 | val_loss: 0.0311837 | Time: 1269.76 ms [2022-04-11 22:08:57 main:574] : INFO : Epoch 1582 | loss: 0.0311726 | val_loss: 0.0311853 | Time: 1374.03 ms [2022-04-11 22:08:58 main:574] : INFO : Epoch 1583 | loss: 0.0311743 | val_loss: 0.0311836 | Time: 1385.09 ms [2022-04-11 22:09:00 main:574] : INFO : Epoch 1584 | loss: 0.0311727 | val_loss: 0.0311792 | Time: 1381.79 ms [2022-04-11 22:09:01 main:574] : INFO : Epoch 1585 | loss: 0.0311707 | val_loss: 0.0311818 | Time: 1328.75 ms [2022-04-11 22:09:03 main:574] : INFO : Epoch 1586 | loss: 0.0311718 | val_loss: 0.0311843 | Time: 1351.51 ms [2022-04-11 22:09:04 main:574] : INFO : Epoch 1587 | loss: 0.0311693 | val_loss: 0.0311786 | Time: 1254.86 ms [2022-04-11 22:09:05 main:574] : INFO : Epoch 1588 | loss: 0.0311687 | val_loss: 0.0311776 | Time: 1323.6 ms [2022-04-11 22:09:06 main:574] : INFO : Epoch 1589 | loss: 0.0311685 | val_loss: 0.0311755 | Time: 1299.89 ms [2022-04-11 22:09:08 main:574] : INFO : Epoch 1590 | loss: 0.0311684 | val_loss: 0.0311778 | Time: 1349.06 ms [2022-04-11 22:09:09 main:574] : INFO : Epoch 1591 | loss: 0.0311687 | val_loss: 0.0311785 | Time: 1322.71 ms [2022-04-11 22:09:10 main:574] : INFO : Epoch 1592 | loss: 0.0311674 | val_loss: 0.0311763 | Time: 1255.83 ms [2022-04-11 22:09:12 main:574] : INFO : Epoch 1593 | loss: 0.0311662 | val_loss: 0.0311781 | Time: 1255.93 ms [2022-04-11 22:09:13 main:574] : INFO : Epoch 1594 | loss: 0.0311668 | val_loss: 0.0311774 | Time: 1293.4 ms [2022-04-11 22:09:14 main:574] : INFO : Epoch 1595 | loss: 0.0311669 | val_loss: 0.031176 | Time: 1263.51 ms [2022-04-11 22:09:16 main:574] : INFO : Epoch 1596 | loss: 0.0311662 | val_loss: 0.0311798 | Time: 1333.57 ms [2022-04-11 22:09:17 main:574] : INFO : Epoch 1597 | loss: 0.0311667 | val_loss: 0.0311781 | Time: 1312.94 ms [2022-04-11 22:09:18 main:574] : INFO : Epoch 1598 | loss: 0.0311656 | val_loss: 0.0311813 | Time: 1310.62 ms [2022-04-11 22:09:20 main:574] : INFO : Epoch 1599 | loss: 0.0311671 | val_loss: 0.03118 | Time: 1324.4 ms [2022-04-11 22:09:21 main:574] : INFO : Epoch 1600 | loss: 0.0311656 | val_loss: 0.0311841 | Time: 1307.97 ms [2022-04-11 22:09:22 main:574] : INFO : Epoch 1601 | loss: 0.0311674 | val_loss: 0.0311767 | Time: 1300.09 ms [2022-04-11 22:09:24 main:574] : INFO : Epoch 1602 | loss: 0.0311677 | val_loss: 0.031177 | Time: 1297.56 ms [2022-04-11 22:09:25 main:574] : INFO : Epoch 1603 | loss: 0.0311672 | val_loss: 0.0311756 | Time: 1309.95 ms [2022-04-11 22:09:26 main:574] : INFO : Epoch 1604 | loss: 0.0311659 | val_loss: 0.0311753 | Time: 1274.77 ms [2022-04-11 22:09:28 main:574] : INFO : Epoch 1605 | loss: 0.0311664 | val_loss: 0.0311758 | Time: 1313.71 ms [2022-04-11 22:09:29 main:574] : INFO : Epoch 1606 | loss: 0.0311667 | val_loss: 0.0311747 | Time: 1348.53 ms [2022-04-11 22:09:30 main:574] : INFO : Epoch 1607 | loss: 0.0311655 | val_loss: 0.031176 | Time: 1348 ms [2022-04-11 22:09:32 main:574] : INFO : Epoch 1608 | loss: 0.0311661 | val_loss: 0.0311755 | Time: 1394.94 ms [2022-04-11 22:09:33 main:574] : INFO : Epoch 1609 | loss: 0.0311641 | val_loss: 0.0311757 | Time: 1280.21 ms [2022-04-11 22:09:34 main:574] : INFO : Epoch 1610 | loss: 0.0311627 | val_loss: 0.0311794 | Time: 1396.33 ms [2022-04-11 22:09:36 main:574] : INFO : Epoch 1611 | loss: 0.0311641 | val_loss: 0.0311752 | Time: 1381.95 ms [2022-04-11 22:09:37 main:574] : INFO : Epoch 1612 | loss: 0.0311659 | val_loss: 0.0311742 | Time: 1249.74 ms [2022-04-11 22:09:38 main:574] : INFO : Epoch 1613 | loss: 0.0311641 | val_loss: 0.0311765 | Time: 1298.04 ms [2022-04-11 22:09:40 main:574] : INFO : Epoch 1614 | loss: 0.0311623 | val_loss: 0.0311743 | Time: 1330.95 ms [2022-04-11 22:09:41 main:574] : INFO : Epoch 1615 | loss: 0.0311634 | val_loss: 0.0311792 | Time: 1435.7 ms [2022-04-11 22:09:43 main:574] : INFO : Epoch 1616 | loss: 0.0311653 | val_loss: 0.0311767 | Time: 1405.43 ms [2022-04-11 22:09:44 main:574] : INFO : Epoch 1617 | loss: 0.0311749 | val_loss: 0.0311798 | Time: 1465.25 ms [2022-04-11 22:09:46 main:574] : INFO : Epoch 1618 | loss: 0.0311726 | val_loss: 0.0311777 | Time: 1408.96 ms [2022-04-11 22:09:47 main:574] : INFO : Epoch 1619 | loss: 0.0311691 | val_loss: 0.0311762 | Time: 1429.82 ms [2022-04-11 22:09:48 main:574] : INFO : Epoch 1620 | loss: 0.0311669 | val_loss: 0.0311733 | Time: 1460.91 ms [2022-04-11 22:09:50 main:574] : INFO : Epoch 1621 | loss: 0.031167 | val_loss: 0.0311723 | Time: 1441.34 ms [2022-04-11 22:09:51 main:574] : INFO : Epoch 1622 | loss: 0.0311646 | val_loss: 0.0311732 | Time: 1450.66 ms [2022-04-11 22:09:53 main:574] : INFO : Epoch 1623 | loss: 0.0311638 | val_loss: 0.031174 | Time: 1415.75 ms [2022-04-11 22:09:54 main:574] : INFO : Epoch 1624 | loss: 0.0311654 | val_loss: 0.031175 | Time: 1576.96 ms [2022-04-11 22:09:56 main:574] : INFO : Epoch 1625 | loss: 0.0311654 | val_loss: 0.0311732 | Time: 1438.4 ms [2022-04-11 22:09:57 main:574] : INFO : Epoch 1626 | loss: 0.031165 | val_loss: 0.0311793 | Time: 1425.75 ms [2022-04-11 22:09:59 main:574] : INFO : Epoch 1627 | loss: 0.0311659 | val_loss: 0.0311757 | Time: 1399.43 ms [2022-04-11 22:10:00 main:574] : INFO : Epoch 1628 | loss: 0.0311639 | val_loss: 0.031174 | Time: 1444.78 ms [2022-04-11 22:10:02 main:574] : INFO : Epoch 1629 | loss: 0.0311674 | val_loss: 0.0311768 | Time: 1483.83 ms [2022-04-11 22:10:03 main:574] : INFO : Epoch 1630 | loss: 0.0311678 | val_loss: 0.0311764 | Time: 1593.52 ms [2022-04-11 22:10:05 main:574] : INFO : Epoch 1631 | loss: 0.0318195 | val_loss: 0.0338203 | Time: 1481.28 ms [2022-04-11 22:10:06 main:574] : INFO : Epoch 1632 | loss: 0.0387089 | val_loss: 0.0332103 | Time: 1437.63 ms [2022-04-11 22:10:08 main:574] : INFO : Epoch 1633 | loss: 0.0450883 | val_loss: 0.0370682 | Time: 1582.14 ms [2022-04-11 22:10:10 main:574] : INFO : Epoch 1634 | loss: 0.0331522 | val_loss: 0.0318052 | Time: 1662.61 ms [2022-04-11 22:10:11 main:574] : INFO : Epoch 1635 | loss: 0.0314926 | val_loss: 0.0313105 | Time: 1586.15 ms [2022-04-11 22:10:13 main:574] : INFO : Epoch 1636 | loss: 0.0312894 | val_loss: 0.0312692 | Time: 1611.58 ms [2022-04-11 22:10:14 main:574] : INFO : Epoch 1637 | loss: 0.0312605 | val_loss: 0.0312562 | Time: 1486.55 ms [2022-04-11 22:10:16 main:574] : INFO : Epoch 1638 | loss: 0.0312536 | val_loss: 0.0312513 | Time: 1374.3 ms [2022-04-11 22:10:17 main:574] : INFO : Epoch 1639 | loss: 0.0312509 | val_loss: 0.03125 | Time: 1536.29 ms [2022-04-11 22:10:19 main:574] : INFO : Epoch 1640 | loss: 0.03125 | val_loss: 0.0312493 | Time: 1475.58 ms [2022-04-11 22:10:20 main:574] : INFO : Epoch 1641 | loss: 0.0312496 | val_loss: 0.031249 | Time: 1467.72 ms [2022-04-11 22:10:22 main:574] : INFO : Epoch 1642 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 1424.38 ms [2022-04-11 22:10:23 main:574] : INFO : Epoch 1643 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 1329.67 ms [2022-04-11 22:10:24 main:574] : INFO : Epoch 1644 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 1388.32 ms [2022-04-11 22:10:26 main:574] : INFO : Epoch 1645 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 1409.31 ms [2022-04-11 22:10:27 main:574] : INFO : Epoch 1646 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 1442.59 ms [2022-04-11 22:10:29 main:574] : INFO : Epoch 1647 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 1451.08 ms [2022-04-11 22:10:30 main:574] : INFO : Epoch 1648 | loss: 0.0312474 | val_loss: 0.0312472 | Time: 1472.44 ms [2022-04-11 22:10:32 main:574] : INFO : Epoch 1649 | loss: 0.0312471 | val_loss: 0.0312467 | Time: 1486.81 ms [2022-04-11 22:10:33 main:574] : INFO : Epoch 1650 | loss: 0.0312469 | val_loss: 0.0312466 | Time: 1418.8 ms [2022-04-11 22:10:35 main:574] : INFO : Epoch 1651 | loss: 0.0312467 | val_loss: 0.0312466 | Time: 1685.83 ms [2022-04-11 22:10:36 main:574] : INFO : Epoch 1652 | loss: 0.0312467 | val_loss: 0.0312462 | Time: 1438.42 ms [2022-04-11 22:10:38 main:574] : INFO : Epoch 1653 | loss: 0.0312464 | val_loss: 0.0312461 | Time: 1391.12 ms [2022-04-11 22:10:39 main:574] : INFO : Epoch 1654 | loss: 0.0312461 | val_loss: 0.031246 | Time: 1340.16 ms [2022-04-11 22:10:40 main:574] : INFO : Epoch 1655 | loss: 0.031246 | val_loss: 0.0312456 | Time: 1339.82 ms [2022-04-11 22:10:42 main:574] : INFO : Epoch 1656 | loss: 0.0312458 | val_loss: 0.0312457 | Time: 1469.64 ms [2022-04-11 22:10:43 main:574] : INFO : Epoch 1657 | loss: 0.031246 | val_loss: 0.0312461 | Time: 1333.08 ms [2022-04-11 22:10:45 main:574] : INFO : Epoch 1658 | loss: 0.0312458 | val_loss: 0.0312451 | Time: 1472.52 ms [2022-04-11 22:10:46 main:574] : INFO : Epoch 1659 | loss: 0.0312452 | val_loss: 0.0312447 | Time: 1307.27 ms [2022-04-11 22:10:47 main:574] : INFO : Epoch 1660 | loss: 0.0312449 | val_loss: 0.0312445 | Time: 1351.1 ms [2022-04-11 22:10:49 main:574] : INFO : Epoch 1661 | loss: 0.0312452 | val_loss: 0.0312457 | Time: 1268.44 ms [2022-04-11 22:10:50 main:574] : INFO : Epoch 1662 | loss: 0.0312448 | val_loss: 0.0312439 | Time: 1386.86 ms [2022-04-11 22:10:51 main:574] : INFO : Epoch 1663 | loss: 0.0312437 | val_loss: 0.031243 | Time: 1329.79 ms [2022-04-11 22:10:53 main:574] : INFO : Epoch 1664 | loss: 0.0312432 | val_loss: 0.0312428 | Time: 1270.83 ms [2022-04-11 22:10:54 main:574] : INFO : Epoch 1665 | loss: 0.0312427 | val_loss: 0.0312425 | Time: 1360.88 ms [2022-04-11 22:10:56 main:574] : INFO : Epoch 1666 | loss: 0.031242 | val_loss: 0.0312418 | Time: 1380.19 ms [2022-04-11 22:10:57 main:574] : INFO : Epoch 1667 | loss: 0.0312418 | val_loss: 0.0312413 | Time: 1331.1 ms [2022-04-11 22:10:58 main:574] : INFO : Epoch 1668 | loss: 0.0312415 | val_loss: 0.0312417 | Time: 1316.51 ms [2022-04-11 22:10:59 main:574] : INFO : Epoch 1669 | loss: 0.0312411 | val_loss: 0.0312405 | Time: 1229.32 ms [2022-04-11 22:11:01 main:574] : INFO : Epoch 1670 | loss: 0.0312403 | val_loss: 0.0312402 | Time: 1363.79 ms [2022-04-11 22:11:02 main:574] : INFO : Epoch 1671 | loss: 0.0312397 | val_loss: 0.0312395 | Time: 1353.12 ms [2022-04-11 22:11:04 main:574] : INFO : Epoch 1672 | loss: 0.0312394 | val_loss: 0.031239 | Time: 1384.51 ms [2022-04-11 22:11:05 main:574] : INFO : Epoch 1673 | loss: 0.0312389 | val_loss: 0.0312387 | Time: 1250.29 ms [2022-04-11 22:11:06 main:574] : INFO : Epoch 1674 | loss: 0.0312385 | val_loss: 0.0312379 | Time: 1256.83 ms [2022-04-11 22:11:07 main:574] : INFO : Epoch 1675 | loss: 0.0312381 | val_loss: 0.0312376 | Time: 1311.66 ms [2022-04-11 22:11:09 main:574] : INFO : Epoch 1676 | loss: 0.0312377 | val_loss: 0.0312365 | Time: 1361.78 ms [2022-04-11 22:11:10 main:574] : INFO : Epoch 1677 | loss: 0.031237 | val_loss: 0.0312359 | Time: 1340.23 ms [2022-04-11 22:11:12 main:574] : INFO : Epoch 1678 | loss: 0.0312368 | val_loss: 0.0312364 | Time: 1342.96 ms [2022-04-11 22:11:13 main:574] : INFO : Epoch 1679 | loss: 0.0312357 | val_loss: 0.0312341 | Time: 1316.93 ms [2022-04-11 22:11:14 main:574] : INFO : Epoch 1680 | loss: 0.0312344 | val_loss: 0.031233 | Time: 1315.62 ms [2022-04-11 22:11:16 main:574] : INFO : Epoch 1681 | loss: 0.031235 | val_loss: 0.0312348 | Time: 1372.58 ms [2022-04-11 22:11:17 main:574] : INFO : Epoch 1682 | loss: 0.0312369 | val_loss: 0.0312337 | Time: 1311.37 ms [2022-04-11 22:11:18 main:574] : INFO : Epoch 1683 | loss: 0.0312349 | val_loss: 0.0312326 | Time: 1295.86 ms [2022-04-11 22:11:20 main:574] : INFO : Epoch 1684 | loss: 0.0312339 | val_loss: 0.0312317 | Time: 1375.04 ms [2022-04-11 22:11:21 main:574] : INFO : Epoch 1685 | loss: 0.0312328 | val_loss: 0.031231 | Time: 1323.26 ms [2022-04-11 22:11:22 main:574] : INFO : Epoch 1686 | loss: 0.0312324 | val_loss: 0.03123 | Time: 1345 ms [2022-04-11 22:11:24 main:574] : INFO : Epoch 1687 | loss: 0.0312314 | val_loss: 0.03123 | Time: 1325.54 ms [2022-04-11 22:11:25 main:574] : INFO : Epoch 1688 | loss: 0.0312308 | val_loss: 0.0312293 | Time: 1371.43 ms [2022-04-11 22:11:26 main:574] : INFO : Epoch 1689 | loss: 0.0312301 | val_loss: 0.0312286 | Time: 1300.31 ms [2022-04-11 22:11:28 main:574] : INFO : Epoch 1690 | loss: 0.031229 | val_loss: 0.0312276 | Time: 1290.87 ms [2022-04-11 22:11:29 main:574] : INFO : Epoch 1691 | loss: 0.0312286 | val_loss: 0.03123 | Time: 1340.18 ms [2022-04-11 22:11:30 main:574] : INFO : Epoch 1692 | loss: 0.031229 | val_loss: 0.0312261 | Time: 1294.67 ms [2022-04-11 22:11:32 main:574] : INFO : Epoch 1693 | loss: 0.0312276 | val_loss: 0.0312268 | Time: 1279.44 ms [2022-04-11 22:11:33 main:574] : INFO : Epoch 1694 | loss: 0.0312268 | val_loss: 0.0312235 | Time: 1259.25 ms [2022-04-11 22:11:34 main:574] : INFO : Epoch 1695 | loss: 0.0312263 | val_loss: 0.0312258 | Time: 1295.72 ms [2022-04-11 22:11:36 main:574] : INFO : Epoch 1696 | loss: 0.0312254 | val_loss: 0.0312221 | Time: 1269.51 ms [2022-04-11 22:11:37 main:574] : INFO : Epoch 1697 | loss: 0.0312244 | val_loss: 0.0312215 | Time: 1301.93 ms [2022-04-11 22:11:38 main:574] : INFO : Epoch 1698 | loss: 0.0312232 | val_loss: 0.0312205 | Time: 1389.56 ms [2022-04-11 22:11:40 main:574] : INFO : Epoch 1699 | loss: 0.031224 | val_loss: 0.0312231 | Time: 1404.68 ms [2022-04-11 22:11:41 main:574] : INFO : Epoch 1700 | loss: 0.0312234 | val_loss: 0.0312198 | Time: 1322.38 ms [2022-04-11 22:11:43 main:574] : INFO : Epoch 1701 | loss: 0.0312219 | val_loss: 0.0312195 | Time: 1464.82 ms [2022-04-11 22:11:44 main:574] : INFO : Epoch 1702 | loss: 0.0312212 | val_loss: 0.031219 | Time: 1413.25 ms [2022-04-11 22:11:45 main:574] : INFO : Epoch 1703 | loss: 0.0312212 | val_loss: 0.0312203 | Time: 1319.66 ms [2022-04-11 22:11:47 main:574] : INFO : Epoch 1704 | loss: 0.0312203 | val_loss: 0.0312177 | Time: 1294.28 ms [2022-04-11 22:11:48 main:574] : INFO : Epoch 1705 | loss: 0.0312193 | val_loss: 0.0312168 | Time: 1357.89 ms [2022-04-11 22:11:49 main:574] : INFO : Epoch 1706 | loss: 0.0312186 | val_loss: 0.0312166 | Time: 1349.47 ms [2022-04-11 22:11:51 main:574] : INFO : Epoch 1707 | loss: 0.0312179 | val_loss: 0.0312166 | Time: 1414.66 ms [2022-04-11 22:11:52 main:574] : INFO : Epoch 1708 | loss: 0.0312177 | val_loss: 0.0312159 | Time: 1449.03 ms [2022-04-11 22:11:54 main:574] : INFO : Epoch 1709 | loss: 0.0312182 | val_loss: 0.0312165 | Time: 1414.36 ms [2022-04-11 22:11:55 main:574] : INFO : Epoch 1710 | loss: 0.0312172 | val_loss: 0.0312162 | Time: 1369.23 ms [2022-04-11 22:11:56 main:574] : INFO : Epoch 1711 | loss: 0.0312164 | val_loss: 0.0312146 | Time: 1327.33 ms [2022-04-11 22:11:58 main:574] : INFO : Epoch 1712 | loss: 0.0312159 | val_loss: 0.0312142 | Time: 1321.45 ms [2022-04-11 22:11:59 main:574] : INFO : Epoch 1713 | loss: 0.0312164 | val_loss: 0.0312142 | Time: 1318.7 ms [2022-04-11 22:12:01 main:574] : INFO : Epoch 1714 | loss: 0.0312147 | val_loss: 0.0312133 | Time: 1413.12 ms [2022-04-11 22:12:02 main:574] : INFO : Epoch 1715 | loss: 0.0312148 | val_loss: 0.0312136 | Time: 1371.39 ms [2022-04-11 22:12:03 main:574] : INFO : Epoch 1716 | loss: 0.0312148 | val_loss: 0.0312145 | Time: 1237.15 ms [2022-04-11 22:12:04 main:574] : INFO : Epoch 1717 | loss: 0.0312144 | val_loss: 0.0312203 | Time: 1317.32 ms [2022-04-11 22:12:06 main:574] : INFO : Epoch 1718 | loss: 0.0312178 | val_loss: 0.0312207 | Time: 1269.87 ms [2022-04-11 22:12:07 main:574] : INFO : Epoch 1719 | loss: 0.0312163 | val_loss: 0.031215 | Time: 1310.66 ms [2022-04-11 22:12:08 main:574] : INFO : Epoch 1720 | loss: 0.0312149 | val_loss: 0.0312138 | Time: 1376.96 ms [2022-04-11 22:12:10 main:574] : INFO : Epoch 1721 | loss: 0.0312144 | val_loss: 0.0312133 | Time: 1293.49 ms [2022-04-11 22:12:11 main:574] : INFO : Epoch 1722 | loss: 0.0312134 | val_loss: 0.0312117 | Time: 1257.9 ms [2022-04-11 22:12:12 main:574] : INFO : Epoch 1723 | loss: 0.0312141 | val_loss: 0.0312116 | Time: 1330.52 ms [2022-04-11 22:12:14 main:574] : INFO : Epoch 1724 | loss: 0.0312138 | val_loss: 0.0312122 | Time: 1298.81 ms [2022-04-11 22:12:15 main:574] : INFO : Epoch 1725 | loss: 0.0312137 | val_loss: 0.0312124 | Time: 1345.76 ms [2022-04-11 22:12:16 main:574] : INFO : Epoch 1726 | loss: 0.031213 | val_loss: 0.0312105 | Time: 1291.72 ms [2022-04-11 22:12:18 main:574] : INFO : Epoch 1727 | loss: 0.0312116 | val_loss: 0.0312108 | Time: 1298.66 ms [2022-04-11 22:12:19 main:574] : INFO : Epoch 1728 | loss: 0.0312127 | val_loss: 0.0312134 | Time: 1311.85 ms [2022-04-11 22:12:20 main:574] : INFO : Epoch 1729 | loss: 0.0312201 | val_loss: 0.0312115 | Time: 1380.67 ms [2022-04-11 22:12:22 main:574] : INFO : Epoch 1730 | loss: 0.0312159 | val_loss: 0.0312083 | Time: 1304.98 ms [2022-04-11 22:12:23 main:574] : INFO : Epoch 1731 | loss: 0.0312163 | val_loss: 0.031219 | Time: 1237.45 ms [2022-04-11 22:12:24 main:574] : INFO : Epoch 1732 | loss: 0.0312111 | val_loss: 0.0312107 | Time: 1291.32 ms [2022-04-11 22:12:26 main:574] : INFO : Epoch 1733 | loss: 0.0312107 | val_loss: 0.0312109 | Time: 1290.27 ms [2022-04-11 22:12:27 main:574] : INFO : Epoch 1734 | loss: 0.0312135 | val_loss: 0.0312071 | Time: 1369.53 ms [2022-04-11 22:12:28 main:574] : INFO : Epoch 1735 | loss: 0.0312132 | val_loss: 0.0312067 | Time: 1272 ms [2022-04-11 22:12:30 main:574] : INFO : Epoch 1736 | loss: 0.0312119 | val_loss: 0.0312117 | Time: 1358.6 ms [2022-04-11 22:12:31 main:574] : INFO : Epoch 1737 | loss: 0.0312121 | val_loss: 0.0312068 | Time: 1330.29 ms [2022-04-11 22:12:32 main:574] : INFO : Epoch 1738 | loss: 0.0312105 | val_loss: 0.031208 | Time: 1381.75 ms [2022-04-11 22:12:34 main:574] : INFO : Epoch 1739 | loss: 0.03121 | val_loss: 0.0312075 | Time: 1289.43 ms [2022-04-11 22:12:35 main:574] : INFO : Epoch 1740 | loss: 0.031213 | val_loss: 0.0312084 | Time: 1236.53 ms [2022-04-11 22:12:36 main:574] : INFO : Epoch 1741 | loss: 0.0312097 | val_loss: 0.0312073 | Time: 1290.26 ms [2022-04-11 22:12:38 main:574] : INFO : Epoch 1742 | loss: 0.0312099 | val_loss: 0.0312173 | Time: 1335.53 ms [2022-04-11 22:12:39 main:574] : INFO : Epoch 1743 | loss: 0.0312123 | val_loss: 0.0312073 | Time: 1305.64 ms [2022-04-11 22:12:40 main:574] : INFO : Epoch 1744 | loss: 0.0312089 | val_loss: 0.0312085 | Time: 1311.24 ms [2022-04-11 22:12:42 main:574] : INFO : Epoch 1745 | loss: 0.0312098 | val_loss: 0.0312124 | Time: 1355.84 ms [2022-04-11 22:12:43 main:574] : INFO : Epoch 1746 | loss: 0.0312086 | val_loss: 0.0312093 | Time: 1299.42 ms [2022-04-11 22:12:44 main:574] : INFO : Epoch 1747 | loss: 0.0312129 | val_loss: 0.0312126 | Time: 1282 ms [2022-04-11 22:12:46 main:574] : INFO : Epoch 1748 | loss: 0.0312088 | val_loss: 0.0312063 | Time: 1323.64 ms [2022-04-11 22:12:47 main:574] : INFO : Epoch 1749 | loss: 0.0312073 | val_loss: 0.0312125 | Time: 1291.94 ms [2022-04-11 22:12:48 main:574] : INFO : Epoch 1750 | loss: 0.0312076 | val_loss: 0.0312084 | Time: 1350.07 ms [2022-04-11 22:12:50 main:574] : INFO : Epoch 1751 | loss: 0.0312112 | val_loss: 0.0312096 | Time: 1337.82 ms [2022-04-11 22:12:51 main:574] : INFO : Epoch 1752 | loss: 0.0312161 | val_loss: 0.0312272 | Time: 1318.57 ms [2022-04-11 22:12:52 main:574] : INFO : Epoch 1753 | loss: 0.0312117 | val_loss: 0.031213 | Time: 1284.05 ms [2022-04-11 22:12:53 main:574] : INFO : Epoch 1754 | loss: 0.0312068 | val_loss: 0.0312095 | Time: 1261.26 ms [2022-04-11 22:12:55 main:574] : INFO : Epoch 1755 | loss: 0.0312073 | val_loss: 0.0312074 | Time: 1288.56 ms [2022-04-11 22:12:56 main:574] : INFO : Epoch 1756 | loss: 0.0312095 | val_loss: 0.0312167 | Time: 1310.17 ms [2022-04-11 22:12:58 main:574] : INFO : Epoch 1757 | loss: 0.0312128 | val_loss: 0.0312073 | Time: 1420.99 ms [2022-04-11 22:12:59 main:574] : INFO : Epoch 1758 | loss: 0.0312062 | val_loss: 0.0312067 | Time: 1336.52 ms [2022-04-11 22:13:00 main:574] : INFO : Epoch 1759 | loss: 0.031207 | val_loss: 0.0312058 | Time: 1414.56 ms [2022-04-11 22:13:02 main:574] : INFO : Epoch 1760 | loss: 0.0312099 | val_loss: 0.0312076 | Time: 1459.56 ms [2022-04-11 22:13:03 main:574] : INFO : Epoch 1761 | loss: 0.0312096 | val_loss: 0.0312118 | Time: 1352.28 ms [2022-04-11 22:13:04 main:574] : INFO : Epoch 1762 | loss: 0.0312102 | val_loss: 0.0312133 | Time: 1298.91 ms [2022-04-11 22:13:06 main:574] : INFO : Epoch 1763 | loss: 0.0312127 | val_loss: 0.0312216 | Time: 1302.63 ms [2022-04-11 22:13:07 main:574] : INFO : Epoch 1764 | loss: 0.0312107 | val_loss: 0.0312064 | Time: 1316.77 ms [2022-04-11 22:13:08 main:574] : INFO : Epoch 1765 | loss: 0.0312101 | val_loss: 0.0312055 | Time: 1339.58 ms [2022-04-11 22:13:10 main:574] : INFO : Epoch 1766 | loss: 0.031217 | val_loss: 0.0312142 | Time: 1332.13 ms [2022-04-11 22:13:11 main:574] : INFO : Epoch 1767 | loss: 0.0312229 | val_loss: 0.0312087 | Time: 1361.78 ms [2022-04-11 22:13:12 main:574] : INFO : Epoch 1768 | loss: 0.0312126 | val_loss: 0.0312063 | Time: 1252.67 ms [2022-04-11 22:13:14 main:574] : INFO : Epoch 1769 | loss: 0.0312107 | val_loss: 0.0312067 | Time: 1350.79 ms [2022-04-11 22:13:15 main:574] : INFO : Epoch 1770 | loss: 0.0312117 | val_loss: 0.0312149 | Time: 1323.35 ms [2022-04-11 22:13:16 main:574] : INFO : Epoch 1771 | loss: 0.0312104 | val_loss: 0.0312068 | Time: 1301.57 ms [2022-04-11 22:13:18 main:574] : INFO : Epoch 1772 | loss: 0.0312139 | val_loss: 0.031213 | Time: 1302.58 ms [2022-04-11 22:13:19 main:574] : INFO : Epoch 1773 | loss: 0.0312144 | val_loss: 0.0312099 | Time: 1271.98 ms [2022-04-11 22:13:20 main:574] : INFO : Epoch 1774 | loss: 0.0312164 | val_loss: 0.031206 | Time: 1308.35 ms [2022-04-11 22:13:22 main:574] : INFO : Epoch 1775 | loss: 0.0312104 | val_loss: 0.0312064 | Time: 1343.23 ms [2022-04-11 22:13:23 main:574] : INFO : Epoch 1776 | loss: 0.0312096 | val_loss: 0.0312089 | Time: 1372.06 ms [2022-04-11 22:13:24 main:574] : INFO : Epoch 1777 | loss: 0.0312151 | val_loss: 0.0312089 | Time: 1301.8 ms [2022-04-11 22:13:26 main:574] : INFO : Epoch 1778 | loss: 0.0312092 | val_loss: 0.0312062 | Time: 1333.26 ms [2022-04-11 22:13:27 main:574] : INFO : Epoch 1779 | loss: 0.0312088 | val_loss: 0.0312049 | Time: 1318.58 ms [2022-04-11 22:13:28 main:574] : INFO : Epoch 1780 | loss: 0.0312066 | val_loss: 0.0312072 | Time: 1314.51 ms [2022-04-11 22:13:30 main:574] : INFO : Epoch 1781 | loss: 0.031208 | val_loss: 0.0312089 | Time: 1263.02 ms [2022-04-11 22:13:31 main:574] : INFO : Epoch 1782 | loss: 0.0312092 | val_loss: 0.0312089 | Time: 1303.4 ms [2022-04-11 22:13:32 main:574] : INFO : Epoch 1783 | loss: 0.0312078 | val_loss: 0.031209 | Time: 1302.11 ms [2022-04-11 22:13:34 main:574] : INFO : Epoch 1784 | loss: 0.0312102 | val_loss: 0.0312097 | Time: 1213.27 ms [2022-04-11 22:13:35 main:574] : INFO : Epoch 1785 | loss: 0.0312145 | val_loss: 0.0312097 | Time: 1277.17 ms [2022-04-11 22:13:36 main:574] : INFO : Epoch 1786 | loss: 0.0312241 | val_loss: 0.0312122 | Time: 1285.23 ms [2022-04-11 22:13:37 main:574] : INFO : Epoch 1787 | loss: 0.0312123 | val_loss: 0.0312066 | Time: 1322.11 ms [2022-04-11 22:13:39 main:574] : INFO : Epoch 1788 | loss: 0.0312078 | val_loss: 0.0312053 | Time: 1367.4 ms [2022-04-11 22:13:40 main:574] : INFO : Epoch 1789 | loss: 0.031207 | val_loss: 0.0312073 | Time: 1308.76 ms [2022-04-11 22:13:41 main:574] : INFO : Epoch 1790 | loss: 0.0312079 | val_loss: 0.0312052 | Time: 1275.96 ms [2022-04-11 22:13:43 main:574] : INFO : Epoch 1791 | loss: 0.0312086 | val_loss: 0.0312072 | Time: 1304.36 ms [2022-04-11 22:13:44 main:574] : INFO : Epoch 1792 | loss: 0.0312093 | val_loss: 0.0312065 | Time: 1312.05 ms [2022-04-11 22:13:45 main:574] : INFO : Epoch 1793 | loss: 0.031207 | val_loss: 0.0312074 | Time: 1268.65 ms [2022-04-11 22:13:47 main:574] : INFO : Epoch 1794 | loss: 0.0312065 | val_loss: 0.0312114 | Time: 1334.27 ms [2022-04-11 22:13:48 main:574] : INFO : Epoch 1795 | loss: 0.0312072 | val_loss: 0.0312026 | Time: 1308.09 ms [2022-04-11 22:13:49 main:574] : INFO : Epoch 1796 | loss: 0.0312079 | val_loss: 0.0312095 | Time: 1325.55 ms [2022-04-11 22:13:51 main:574] : INFO : Epoch 1797 | loss: 0.0312038 | val_loss: 0.0312043 | Time: 1322.05 ms [2022-04-11 22:13:52 main:574] : INFO : Epoch 1798 | loss: 0.0312049 | val_loss: 0.0312132 | Time: 1245.56 ms [2022-04-11 22:13:53 main:574] : INFO : Epoch 1799 | loss: 0.0312074 | val_loss: 0.0312046 | Time: 1327.25 ms [2022-04-11 22:13:55 main:574] : INFO : Epoch 1800 | loss: 0.0312055 | val_loss: 0.0311921 | Time: 1275.6 ms [2022-04-11 22:13:56 main:574] : INFO : Epoch 1801 | loss: 0.0312022 | val_loss: 0.0311921 | Time: 1246.39 ms [2022-04-11 22:13:57 main:574] : INFO : Epoch 1802 | loss: 0.0311948 | val_loss: 0.031191 | Time: 1323.18 ms [2022-04-11 22:13:59 main:574] : INFO : Epoch 1803 | loss: 0.031195 | val_loss: 0.0311903 | Time: 1281.11 ms [2022-04-11 22:14:00 main:574] : INFO : Epoch 1804 | loss: 0.0311974 | val_loss: 0.0311953 | Time: 1252.79 ms [2022-04-11 22:14:01 main:574] : INFO : Epoch 1805 | loss: 0.0311943 | val_loss: 0.0311907 | Time: 1356.06 ms [2022-04-11 22:14:02 main:574] : INFO : Epoch 1806 | loss: 0.0311927 | val_loss: 0.0311905 | Time: 1304.54 ms [2022-04-11 22:14:04 main:574] : INFO : Epoch 1807 | loss: 0.0311967 | val_loss: 0.0311975 | Time: 1279.9 ms [2022-04-11 22:14:05 main:574] : INFO : Epoch 1808 | loss: 0.0311947 | val_loss: 0.0311947 | Time: 1321.88 ms [2022-04-11 22:14:06 main:574] : INFO : Epoch 1809 | loss: 0.0311926 | val_loss: 0.031189 | Time: 1322.57 ms [2022-04-11 22:14:08 main:574] : INFO : Epoch 1810 | loss: 0.0311966 | val_loss: 0.0312158 | Time: 1273.31 ms [2022-04-11 22:14:09 main:574] : INFO : Epoch 1811 | loss: 0.0311933 | val_loss: 0.0311889 | Time: 1340.01 ms [2022-04-11 22:14:10 main:574] : INFO : Epoch 1812 | loss: 0.0311935 | val_loss: 0.0311892 | Time: 1306.49 ms [2022-04-11 22:14:12 main:574] : INFO : Epoch 1813 | loss: 0.0311956 | val_loss: 0.031203 | Time: 1286.69 ms [2022-04-11 22:14:13 main:574] : INFO : Epoch 1814 | loss: 0.0311991 | val_loss: 0.0311899 | Time: 1294.7 ms [2022-04-11 22:14:14 main:574] : INFO : Epoch 1815 | loss: 0.0311945 | val_loss: 0.0312012 | Time: 1255.71 ms [2022-04-11 22:14:16 main:574] : INFO : Epoch 1816 | loss: 0.0311999 | val_loss: 0.0311894 | Time: 1348.33 ms [2022-04-11 22:14:17 main:574] : INFO : Epoch 1817 | loss: 0.0311938 | val_loss: 0.0311897 | Time: 1301.67 ms [2022-04-11 22:14:18 main:574] : INFO : Epoch 1818 | loss: 0.0311933 | val_loss: 0.0311934 | Time: 1274.3 ms [2022-04-11 22:14:20 main:574] : INFO : Epoch 1819 | loss: 0.0311956 | val_loss: 0.0311899 | Time: 1357.93 ms [2022-04-11 22:14:21 main:574] : INFO : Epoch 1820 | loss: 0.0312002 | val_loss: 0.0311933 | Time: 1332.68 ms [2022-04-11 22:14:22 main:574] : INFO : Epoch 1821 | loss: 0.0311947 | val_loss: 0.0312014 | Time: 1286.47 ms [2022-04-11 22:14:24 main:574] : INFO : Epoch 1822 | loss: 0.0311983 | val_loss: 0.0311891 | Time: 1361.02 ms [2022-04-11 22:14:25 main:574] : INFO : Epoch 1823 | loss: 0.0311922 | val_loss: 0.0311907 | Time: 1346.38 ms [2022-04-11 22:14:26 main:574] : INFO : Epoch 1824 | loss: 0.0311922 | val_loss: 0.0311908 | Time: 1258.39 ms [2022-04-11 22:14:28 main:574] : INFO : Epoch 1825 | loss: 0.03119 | val_loss: 0.0311911 | Time: 1290.77 ms [2022-04-11 22:14:29 main:574] : INFO : Epoch 1826 | loss: 0.0311916 | val_loss: 0.0311903 | Time: 1323.89 ms [2022-04-11 22:14:30 main:574] : INFO : Epoch 1827 | loss: 0.0311924 | val_loss: 0.0311895 | Time: 1358.77 ms [2022-04-11 22:14:32 main:574] : INFO : Epoch 1828 | loss: 0.0311891 | val_loss: 0.0311894 | Time: 1316.85 ms [2022-04-11 22:14:33 main:574] : INFO : Epoch 1829 | loss: 0.0311892 | val_loss: 0.0311882 | Time: 1371.89 ms [2022-04-11 22:14:34 main:574] : INFO : Epoch 1830 | loss: 0.0311897 | val_loss: 0.0311883 | Time: 1284.28 ms [2022-04-11 22:14:36 main:574] : INFO : Epoch 1831 | loss: 0.0311938 | val_loss: 0.0312058 | Time: 1362.28 ms [2022-04-11 22:14:37 main:574] : INFO : Epoch 1832 | loss: 0.0312032 | val_loss: 0.0312018 | Time: 1379.31 ms [2022-04-11 22:14:38 main:574] : INFO : Epoch 1833 | loss: 0.0311968 | val_loss: 0.0311934 | Time: 1304.98 ms [2022-04-11 22:14:40 main:574] : INFO : Epoch 1834 | loss: 0.0311929 | val_loss: 0.0311907 | Time: 1233.15 ms [2022-04-11 22:14:41 main:574] : INFO : Epoch 1835 | loss: 0.0311906 | val_loss: 0.0311909 | Time: 1299.06 ms [2022-04-11 22:14:42 main:574] : INFO : Epoch 1836 | loss: 0.0311897 | val_loss: 0.0311964 | Time: 1334.7 ms [2022-04-11 22:14:44 main:574] : INFO : Epoch 1837 | loss: 0.0311901 | val_loss: 0.0311895 | Time: 1281.72 ms [2022-04-11 22:14:45 main:574] : INFO : Epoch 1838 | loss: 0.0311899 | val_loss: 0.0311887 | Time: 1316.29 ms [2022-04-11 22:14:46 main:574] : INFO : Epoch 1839 | loss: 0.0311914 | val_loss: 0.0311881 | Time: 1348.25 ms [2022-04-11 22:14:48 main:574] : INFO : Epoch 1840 | loss: 0.0311898 | val_loss: 0.0311928 | Time: 1351.22 ms [2022-04-11 22:14:49 main:574] : INFO : Epoch 1841 | loss: 0.0311956 | val_loss: 0.0311952 | Time: 1267.45 ms [2022-04-11 22:14:50 main:574] : INFO : Epoch 1842 | loss: 0.0311945 | val_loss: 0.0312006 | Time: 1337.12 ms [2022-04-11 22:14:52 main:574] : INFO : Epoch 1843 | loss: 0.0311997 | val_loss: 0.0311966 | Time: 1353.33 ms [2022-04-11 22:14:53 main:574] : INFO : Epoch 1844 | loss: 0.031199 | val_loss: 0.0311952 | Time: 1287.96 ms [2022-04-11 22:14:54 main:574] : INFO : Epoch 1845 | loss: 0.0311976 | val_loss: 0.0311909 | Time: 1295.97 ms [2022-04-11 22:14:56 main:574] : INFO : Epoch 1846 | loss: 0.0311964 | val_loss: 0.0311914 | Time: 1315.11 ms [2022-04-11 22:14:57 main:574] : INFO : Epoch 1847 | loss: 0.0311978 | val_loss: 0.0311907 | Time: 1357.55 ms [2022-04-11 22:14:58 main:574] : INFO : Epoch 1848 | loss: 0.031196 | val_loss: 0.0311895 | Time: 1282.34 ms [2022-04-11 22:15:00 main:574] : INFO : Epoch 1849 | loss: 0.0311909 | val_loss: 0.031189 | Time: 1372.11 ms [2022-04-11 22:15:01 main:574] : INFO : Epoch 1850 | loss: 0.031199 | val_loss: 0.0311941 | Time: 1319.2 ms [2022-04-11 22:15:02 main:574] : INFO : Epoch 1851 | loss: 0.0311934 | val_loss: 0.0311962 | Time: 1328.16 ms [2022-04-11 22:15:04 main:574] : INFO : Epoch 1852 | loss: 0.0311926 | val_loss: 0.0311871 | Time: 1226.44 ms [2022-04-11 22:15:05 main:574] : INFO : Epoch 1853 | loss: 0.0311938 | val_loss: 0.0311885 | Time: 1427.84 ms [2022-04-11 22:15:06 main:574] : INFO : Epoch 1854 | loss: 0.0311927 | val_loss: 0.031187 | Time: 1419.07 ms [2022-04-11 22:15:08 main:574] : INFO : Epoch 1855 | loss: 0.0311928 | val_loss: 0.0311877 | Time: 1268.59 ms [2022-04-11 22:15:09 main:574] : INFO : Epoch 1856 | loss: 0.0311916 | val_loss: 0.0311958 | Time: 1443.73 ms [2022-04-11 22:15:10 main:574] : INFO : Epoch 1857 | loss: 0.0311925 | val_loss: 0.0311866 | Time: 1318.29 ms [2022-04-11 22:15:12 main:574] : INFO : Epoch 1858 | loss: 0.0311902 | val_loss: 0.0311983 | Time: 1346.01 ms [2022-04-11 22:15:13 main:574] : INFO : Epoch 1859 | loss: 0.0312019 | val_loss: 0.0312051 | Time: 1327.1 ms [2022-04-11 22:15:15 main:574] : INFO : Epoch 1860 | loss: 0.0311904 | val_loss: 0.0311904 | Time: 1342.03 ms [2022-04-11 22:15:16 main:574] : INFO : Epoch 1861 | loss: 0.031196 | val_loss: 0.0312052 | Time: 1303.48 ms [2022-04-11 22:15:17 main:574] : INFO : Epoch 1862 | loss: 0.0311943 | val_loss: 0.0311916 | Time: 1232.02 ms [2022-04-11 22:15:18 main:574] : INFO : Epoch 1863 | loss: 0.0311879 | val_loss: 0.0311873 | Time: 1278.84 ms [2022-04-11 22:15:20 main:574] : INFO : Epoch 1864 | loss: 0.0311929 | val_loss: 0.0311912 | Time: 1319.11 ms [2022-04-11 22:15:21 main:574] : INFO : Epoch 1865 | loss: 0.0311898 | val_loss: 0.031188 | Time: 1311 ms [2022-04-11 22:15:22 main:574] : INFO : Epoch 1866 | loss: 0.0311904 | val_loss: 0.0311888 | Time: 1368.49 ms [2022-04-11 22:15:24 main:574] : INFO : Epoch 1867 | loss: 0.0311896 | val_loss: 0.031202 | Time: 1251.35 ms [2022-04-11 22:15:25 main:574] : INFO : Epoch 1868 | loss: 0.0311902 | val_loss: 0.0311897 | Time: 1312.8 ms [2022-04-11 22:15:26 main:574] : INFO : Epoch 1869 | loss: 0.0311907 | val_loss: 0.0311878 | Time: 1343.38 ms [2022-04-11 22:15:28 main:574] : INFO : Epoch 1870 | loss: 0.0311881 | val_loss: 0.0311866 | Time: 1325.46 ms [2022-04-11 22:15:29 main:574] : INFO : Epoch 1871 | loss: 0.0311871 | val_loss: 0.031188 | Time: 1331.19 ms [2022-04-11 22:15:30 main:574] : INFO : Epoch 1872 | loss: 0.0311897 | val_loss: 0.0311858 | Time: 1317.45 ms [2022-04-11 22:15:32 main:574] : INFO : Epoch 1873 | loss: 0.031187 | val_loss: 0.0311866 | Time: 1312.31 ms [2022-04-11 22:15:33 main:574] : INFO : Epoch 1874 | loss: 0.0311916 | val_loss: 0.0311945 | Time: 1322.34 ms [2022-04-11 22:15:34 main:574] : INFO : Epoch 1875 | loss: 0.0311903 | val_loss: 0.0311865 | Time: 1297.95 ms [2022-04-11 22:15:36 main:574] : INFO : Epoch 1876 | loss: 0.0311867 | val_loss: 0.0311886 | Time: 1273.12 ms [2022-04-11 22:15:37 main:574] : INFO : Epoch 1877 | loss: 0.0311916 | val_loss: 0.0311873 | Time: 1304.55 ms [2022-04-11 22:15:38 main:574] : INFO : Epoch 1878 | loss: 0.0311868 | val_loss: 0.031188 | Time: 1320.79 ms [2022-04-11 22:15:40 main:574] : INFO : Epoch 1879 | loss: 0.0311915 | val_loss: 0.0311953 | Time: 1314.57 ms [2022-04-11 22:15:41 main:574] : INFO : Epoch 1880 | loss: 0.0311887 | val_loss: 0.031185 | Time: 1275 ms [2022-04-11 22:15:42 main:574] : INFO : Epoch 1881 | loss: 0.0311848 | val_loss: 0.0311904 | Time: 1304.88 ms [2022-04-11 22:15:44 main:574] : INFO : Epoch 1882 | loss: 0.0311926 | val_loss: 0.0311923 | Time: 1270.99 ms [2022-04-11 22:15:45 main:574] : INFO : Epoch 1883 | loss: 0.031187 | val_loss: 0.0311869 | Time: 1346.54 ms [2022-04-11 22:15:46 main:574] : INFO : Epoch 1884 | loss: 0.0311872 | val_loss: 0.031204 | Time: 1304.49 ms [2022-04-11 22:15:48 main:574] : INFO : Epoch 1885 | loss: 0.0311894 | val_loss: 0.0311884 | Time: 1281.13 ms [2022-04-11 22:15:49 main:574] : INFO : Epoch 1886 | loss: 0.0311967 | val_loss: 0.0312183 | Time: 1343.36 ms [2022-04-11 22:15:50 main:574] : INFO : Epoch 1887 | loss: 0.031196 | val_loss: 0.0312008 | Time: 1345.57 ms [2022-04-11 22:15:52 main:574] : INFO : Epoch 1888 | loss: 0.0311861 | val_loss: 0.0311882 | Time: 1274.5 ms [2022-04-11 22:15:53 main:574] : INFO : Epoch 1889 | loss: 0.031195 | val_loss: 0.0311966 | Time: 1307.84 ms [2022-04-11 22:15:54 main:574] : INFO : Epoch 1890 | loss: 0.0311868 | val_loss: 0.0311884 | Time: 1264.21 ms [2022-04-11 22:15:55 main:574] : INFO : Epoch 1891 | loss: 0.0311873 | val_loss: 0.0311871 | Time: 1365.16 ms [2022-04-11 22:15:57 main:574] : INFO : Epoch 1892 | loss: 0.0311927 | val_loss: 0.0311916 | Time: 1367.11 ms [2022-04-11 22:15:58 main:574] : INFO : Epoch 1893 | loss: 0.0311974 | val_loss: 0.0312093 | Time: 1266.78 ms [2022-04-11 22:15:59 main:574] : INFO : Epoch 1894 | loss: 0.0311901 | val_loss: 0.0311868 | Time: 1337.34 ms [2022-04-11 22:16:01 main:574] : INFO : Epoch 1895 | loss: 0.0311862 | val_loss: 0.0312059 | Time: 1610.57 ms [2022-04-11 22:16:03 main:574] : INFO : Epoch 1896 | loss: 0.0311894 | val_loss: 0.0311881 | Time: 1724.59 ms [2022-04-11 22:16:04 main:574] : INFO : Epoch 1897 | loss: 0.0311853 | val_loss: 0.0311915 | Time: 1415.24 ms [2022-04-11 22:16:06 main:574] : INFO : Epoch 1898 | loss: 0.0311851 | val_loss: 0.0311911 | Time: 1457.04 ms [2022-04-11 22:16:07 main:574] : INFO : Epoch 1899 | loss: 0.0311845 | val_loss: 0.0311954 | Time: 1389.68 ms [2022-04-11 22:16:09 main:574] : INFO : Epoch 1900 | loss: 0.0311846 | val_loss: 0.0311858 | Time: 1406.14 ms [2022-04-11 22:16:10 main:574] : INFO : Epoch 1901 | loss: 0.0311892 | val_loss: 0.0311999 | Time: 1489.15 ms [2022-04-11 22:16:12 main:574] : INFO : Epoch 1902 | loss: 0.0311905 | val_loss: 0.0311846 | Time: 1396.15 ms [2022-04-11 22:16:13 main:574] : INFO : Epoch 1903 | loss: 0.0311879 | val_loss: 0.0311994 | Time: 1413.39 ms [2022-04-11 22:16:14 main:574] : INFO : Epoch 1904 | loss: 0.0311838 | val_loss: 0.0311862 | Time: 1426.49 ms [2022-04-11 22:16:16 main:574] : INFO : Epoch 1905 | loss: 0.031184 | val_loss: 0.0311936 | Time: 1229.48 ms [2022-04-11 22:16:17 main:574] : INFO : Epoch 1906 | loss: 0.0311959 | val_loss: 0.0312108 | Time: 1260.13 ms [2022-04-11 22:16:18 main:574] : INFO : Epoch 1907 | loss: 0.0311947 | val_loss: 0.0311898 | Time: 1310.03 ms [2022-04-11 22:16:20 main:574] : INFO : Epoch 1908 | loss: 0.0311841 | val_loss: 0.0311905 | Time: 1265.33 ms [2022-04-11 22:16:21 main:574] : INFO : Epoch 1909 | loss: 0.0311885 | val_loss: 0.031186 | Time: 1355.44 ms [2022-04-11 22:16:22 main:574] : INFO : Epoch 1910 | loss: 0.0311851 | val_loss: 0.0311875 | Time: 1340.74 ms [2022-04-11 22:16:24 main:574] : INFO : Epoch 1911 | loss: 0.0311909 | val_loss: 0.0312137 | Time: 1288 ms [2022-04-11 22:16:25 main:574] : INFO : Epoch 1912 | loss: 0.0311924 | val_loss: 0.0311856 | Time: 1305.75 ms [2022-04-11 22:16:26 main:574] : INFO : Epoch 1913 | loss: 0.0311824 | val_loss: 0.0311831 | Time: 1282.94 ms [2022-04-11 22:16:28 main:574] : INFO : Epoch 1914 | loss: 0.0311826 | val_loss: 0.0311841 | Time: 1328.58 ms [2022-04-11 22:16:29 main:574] : INFO : Epoch 1915 | loss: 0.0311801 | val_loss: 0.031182 | Time: 1355.67 ms [2022-04-11 22:16:30 main:574] : INFO : Epoch 1916 | loss: 0.0311793 | val_loss: 0.0311817 | Time: 1379.32 ms [2022-04-11 22:16:32 main:574] : INFO : Epoch 1917 | loss: 0.0311835 | val_loss: 0.0311852 | Time: 1323.34 ms [2022-04-11 22:16:33 main:574] : INFO : Epoch 1918 | loss: 0.031183 | val_loss: 0.031184 | Time: 1362.75 ms [2022-04-11 22:16:34 main:574] : INFO : Epoch 1919 | loss: 0.0311883 | val_loss: 0.0311801 | Time: 1269.98 ms [2022-04-11 22:16:36 main:574] : INFO : Epoch 1920 | loss: 0.0311797 | val_loss: 0.0311814 | Time: 1332.76 ms [2022-04-11 22:16:37 main:574] : INFO : Epoch 1921 | loss: 0.031179 | val_loss: 0.0311804 | Time: 1327.7 ms [2022-04-11 22:16:38 main:574] : INFO : Epoch 1922 | loss: 0.031185 | val_loss: 0.0311955 | Time: 1374.57 ms [2022-04-11 22:16:40 main:574] : INFO : Epoch 1923 | loss: 0.0311956 | val_loss: 0.0311949 | Time: 1368.72 ms [2022-04-11 22:16:41 main:574] : INFO : Epoch 1924 | loss: 0.031185 | val_loss: 0.0311817 | Time: 1232.39 ms [2022-04-11 22:16:42 main:574] : INFO : Epoch 1925 | loss: 0.0311825 | val_loss: 0.0311821 | Time: 1280.82 ms [2022-04-11 22:16:44 main:574] : INFO : Epoch 1926 | loss: 0.031178 | val_loss: 0.0311837 | Time: 1317.32 ms [2022-04-11 22:16:45 main:574] : INFO : Epoch 1927 | loss: 0.0311799 | val_loss: 0.0311817 | Time: 1252.29 ms [2022-04-11 22:16:46 main:574] : INFO : Epoch 1928 | loss: 0.0311806 | val_loss: 0.0311797 | Time: 1285.03 ms [2022-04-11 22:16:48 main:574] : INFO : Epoch 1929 | loss: 0.0311776 | val_loss: 0.0311815 | Time: 1366.21 ms [2022-04-11 22:16:49 main:574] : INFO : Epoch 1930 | loss: 0.0311779 | val_loss: 0.0311804 | Time: 1250.68 ms [2022-04-11 22:16:50 main:574] : INFO : Epoch 1931 | loss: 0.0311801 | val_loss: 0.0311932 | Time: 1284.58 ms [2022-04-11 22:16:51 main:574] : INFO : Epoch 1932 | loss: 0.0311842 | val_loss: 0.0311828 | Time: 1271.8 ms [2022-04-11 22:16:53 main:574] : INFO : Epoch 1933 | loss: 0.0311852 | val_loss: 0.0312033 | Time: 1335.53 ms [2022-04-11 22:16:54 main:574] : INFO : Epoch 1934 | loss: 0.0311801 | val_loss: 0.0311894 | Time: 1269.17 ms [2022-04-11 22:16:55 main:574] : INFO : Epoch 1935 | loss: 0.0311781 | val_loss: 0.0311834 | Time: 1349.82 ms [2022-04-11 22:16:57 main:574] : INFO : Epoch 1936 | loss: 0.0311812 | val_loss: 0.0311843 | Time: 1258.25 ms [2022-04-11 22:16:58 main:574] : INFO : Epoch 1937 | loss: 0.0311814 | val_loss: 0.0311821 | Time: 1344.7 ms [2022-04-11 22:16:59 main:574] : INFO : Epoch 1938 | loss: 0.0311839 | val_loss: 0.031185 | Time: 1310.72 ms [2022-04-11 22:17:01 main:574] : INFO : Epoch 1939 | loss: 0.0311915 | val_loss: 0.0311993 | Time: 1384.14 ms [2022-04-11 22:17:02 main:574] : INFO : Epoch 1940 | loss: 0.0311819 | val_loss: 0.0311902 | Time: 1296.6 ms [2022-04-11 22:17:03 main:574] : INFO : Epoch 1941 | loss: 0.0311816 | val_loss: 0.031186 | Time: 1282 ms [2022-04-11 22:17:05 main:574] : INFO : Epoch 1942 | loss: 0.0311789 | val_loss: 0.0311915 | Time: 1326.16 ms [2022-04-11 22:17:06 main:574] : INFO : Epoch 1943 | loss: 0.0311831 | val_loss: 0.0311906 | Time: 1289.16 ms [2022-04-11 22:17:07 main:574] : INFO : Epoch 1944 | loss: 0.0311818 | val_loss: 0.0311827 | Time: 1310.55 ms [2022-04-11 22:17:09 main:574] : INFO : Epoch 1945 | loss: 0.0311787 | val_loss: 0.0311914 | Time: 1310.58 ms [2022-04-11 22:17:10 main:574] : INFO : Epoch 1946 | loss: 0.0311806 | val_loss: 0.03118 | Time: 1272.56 ms [2022-04-11 22:17:11 main:574] : INFO : Epoch 1947 | loss: 0.0311793 | val_loss: 0.0311835 | Time: 1303.03 ms [2022-04-11 22:17:13 main:574] : INFO : Epoch 1948 | loss: 0.0311777 | val_loss: 0.0311825 | Time: 1300.19 ms [2022-04-11 22:17:14 main:574] : INFO : Epoch 1949 | loss: 0.0311804 | val_loss: 0.0311818 | Time: 1206.89 ms [2022-04-11 22:17:15 main:574] : INFO : Epoch 1950 | loss: 0.0311782 | val_loss: 0.0311799 | Time: 1294.53 ms [2022-04-11 22:17:17 main:574] : INFO : Epoch 1951 | loss: 0.0311812 | val_loss: 0.0311797 | Time: 1303.81 ms [2022-04-11 22:17:18 main:574] : INFO : Epoch 1952 | loss: 0.0311771 | val_loss: 0.031184 | Time: 1357.91 ms [2022-04-11 22:17:19 main:574] : INFO : Epoch 1953 | loss: 0.0311787 | val_loss: 0.0311797 | Time: 1307.86 ms [2022-04-11 22:17:21 main:574] : INFO : Epoch 1954 | loss: 0.031179 | val_loss: 0.0311789 | Time: 1290.01 ms [2022-04-11 22:17:22 main:574] : INFO : Epoch 1955 | loss: 0.0311779 | val_loss: 0.0311823 | Time: 1359.83 ms [2022-04-11 22:17:23 main:574] : INFO : Epoch 1956 | loss: 0.0311773 | val_loss: 0.0311824 | Time: 1273.44 ms [2022-04-11 22:17:25 main:574] : INFO : Epoch 1957 | loss: 0.0311796 | val_loss: 0.0311789 | Time: 1295.48 ms [2022-04-11 22:17:26 main:574] : INFO : Epoch 1958 | loss: 0.031186 | val_loss: 0.0311814 | Time: 1307.05 ms [2022-04-11 22:17:27 main:574] : INFO : Epoch 1959 | loss: 0.0311812 | val_loss: 0.0311871 | Time: 1335.99 ms [2022-04-11 22:17:29 main:574] : INFO : Epoch 1960 | loss: 0.0311779 | val_loss: 0.03118 | Time: 1317.76 ms [2022-04-11 22:17:30 main:574] : INFO : Epoch 1961 | loss: 0.0311846 | val_loss: 0.0311804 | Time: 1297.71 ms [2022-04-11 22:17:31 main:574] : INFO : Epoch 1962 | loss: 0.0311794 | val_loss: 0.0311809 | Time: 1304.73 ms [2022-04-11 22:17:33 main:574] : INFO : Epoch 1963 | loss: 0.0311781 | val_loss: 0.0311827 | Time: 1329.14 ms [2022-04-11 22:17:34 main:574] : INFO : Epoch 1964 | loss: 0.0311799 | val_loss: 0.0311819 | Time: 1264.12 ms [2022-04-11 22:17:35 main:574] : INFO : Epoch 1965 | loss: 0.03118 | val_loss: 0.0311842 | Time: 1266.85 ms [2022-04-11 22:17:36 main:574] : INFO : Epoch 1966 | loss: 0.0311852 | val_loss: 0.0311787 | Time: 1291.4 ms [2022-04-11 22:17:38 main:574] : INFO : Epoch 1967 | loss: 0.0311873 | val_loss: 0.0312008 | Time: 1382.01 ms [2022-04-11 22:17:39 main:574] : INFO : Epoch 1968 | loss: 0.0311893 | val_loss: 0.0311806 | Time: 1372.82 ms [2022-04-11 22:17:41 main:574] : INFO : Epoch 1969 | loss: 0.0311785 | val_loss: 0.0311801 | Time: 1407.08 ms [2022-04-11 22:17:42 main:574] : INFO : Epoch 1970 | loss: 0.0311777 | val_loss: 0.0311928 | Time: 1394.82 ms [2022-04-11 22:17:43 main:574] : INFO : Epoch 1971 | loss: 0.0311764 | val_loss: 0.0311826 | Time: 1358.49 ms [2022-04-11 22:17:45 main:574] : INFO : Epoch 1972 | loss: 0.0311836 | val_loss: 0.0311915 | Time: 1319.3 ms [2022-04-11 22:17:46 main:574] : INFO : Epoch 1973 | loss: 0.0311829 | val_loss: 0.0312173 | Time: 1362.87 ms [2022-04-11 22:17:47 main:574] : INFO : Epoch 1974 | loss: 0.0311909 | val_loss: 0.0311873 | Time: 1215.67 ms [2022-04-11 22:17:49 main:574] : INFO : Epoch 1975 | loss: 0.0311814 | val_loss: 0.0311802 | Time: 1323.64 ms [2022-04-11 22:17:50 main:574] : INFO : Epoch 1976 | loss: 0.0311809 | val_loss: 0.031184 | Time: 1352.07 ms [2022-04-11 22:17:51 main:574] : INFO : Epoch 1977 | loss: 0.0311788 | val_loss: 0.0311784 | Time: 1286.94 ms [2022-04-11 22:17:53 main:574] : INFO : Epoch 1978 | loss: 0.0311759 | val_loss: 0.0311805 | Time: 1311.56 ms [2022-04-11 22:17:54 main:574] : INFO : Epoch 1979 | loss: 0.0311777 | val_loss: 0.0311803 | Time: 1346.02 ms [2022-04-11 22:17:55 main:574] : INFO : Epoch 1980 | loss: 0.031175 | val_loss: 0.031188 | Time: 1303.81 ms [2022-04-11 22:17:57 main:574] : INFO : Epoch 1981 | loss: 0.0311737 | val_loss: 0.0311824 | Time: 1355.41 ms [2022-04-11 22:17:58 main:574] : INFO : Epoch 1982 | loss: 0.0311744 | val_loss: 0.0311845 | Time: 1361.29 ms [2022-04-11 22:17:59 main:574] : INFO : Epoch 1983 | loss: 0.0311802 | val_loss: 0.0311889 | Time: 1287.23 ms [2022-04-11 22:18:01 main:574] : INFO : Epoch 1984 | loss: 0.0311812 | val_loss: 0.0311822 | Time: 1289.86 ms [2022-04-11 22:18:02 main:574] : INFO : Epoch 1985 | loss: 0.0311787 | val_loss: 0.0311829 | Time: 1297.39 ms [2022-04-11 22:18:03 main:574] : INFO : Epoch 1986 | loss: 0.0311766 | val_loss: 0.0311821 | Time: 1324.19 ms [2022-04-11 22:18:05 main:574] : INFO : Epoch 1987 | loss: 0.0311801 | val_loss: 0.0311804 | Time: 1272.62 ms [2022-04-11 22:18:06 main:574] : INFO : Epoch 1988 | loss: 0.0311788 | val_loss: 0.0311929 | Time: 1321.91 ms [2022-04-11 22:18:07 main:574] : INFO : Epoch 1989 | loss: 0.0311816 | val_loss: 0.0311823 | Time: 1348.59 ms [2022-04-11 22:18:09 main:574] : INFO : Epoch 1990 | loss: 0.0311741 | val_loss: 0.0311799 | Time: 1321.09 ms [2022-04-11 22:18:10 main:574] : INFO : Epoch 1991 | loss: 0.0311756 | val_loss: 0.031202 | Time: 1278.2 ms [2022-04-11 22:18:11 main:574] : INFO : Epoch 1992 | loss: 0.0311849 | val_loss: 0.0311857 | Time: 1333.18 ms [2022-04-11 22:18:13 main:574] : INFO : Epoch 1993 | loss: 0.0311794 | val_loss: 0.0311847 | Time: 1327.4 ms [2022-04-11 22:18:14 main:574] : INFO : Epoch 1994 | loss: 0.0311741 | val_loss: 0.0311792 | Time: 1307.92 ms [2022-04-11 22:18:15 main:574] : INFO : Epoch 1995 | loss: 0.0311744 | val_loss: 0.0311812 | Time: 1288.7 ms [2022-04-11 22:18:17 main:574] : INFO : Epoch 1996 | loss: 0.0311741 | val_loss: 0.0311877 | Time: 1241.5 ms [2022-04-11 22:18:18 main:574] : INFO : Epoch 1997 | loss: 0.0311782 | val_loss: 0.0311915 | Time: 1306.19 ms [2022-04-11 22:18:19 main:574] : INFO : Epoch 1998 | loss: 0.0311843 | val_loss: 0.031199 | Time: 1321.34 ms [2022-04-11 22:18:21 main:574] : INFO : Epoch 1999 | loss: 0.0311776 | val_loss: 0.0311823 | Time: 1312.98 ms [2022-04-11 22:18:22 main:574] : INFO : Epoch 2000 | loss: 0.0311732 | val_loss: 0.0311848 | Time: 1376.01 ms [2022-04-11 22:18:23 main:574] : INFO : Epoch 2001 | loss: 0.0311763 | val_loss: 0.0311813 | Time: 1329.75 ms [2022-04-11 22:18:25 main:574] : INFO : Epoch 2002 | loss: 0.0311771 | val_loss: 0.0311806 | Time: 1271.68 ms [2022-04-11 22:18:26 main:574] : INFO : Epoch 2003 | loss: 0.0311757 | val_loss: 0.0311815 | Time: 1341.07 ms [2022-04-11 22:18:27 main:574] : INFO : Epoch 2004 | loss: 0.0311758 | val_loss: 0.0311794 | Time: 1297 ms [2022-04-11 22:18:29 main:574] : INFO : Epoch 2005 | loss: 0.0311775 | val_loss: 0.0311793 | Time: 1290.46 ms [2022-04-11 22:18:30 main:574] : INFO : Epoch 2006 | loss: 0.0311823 | val_loss: 0.0312043 | Time: 1328.16 ms [2022-04-11 22:18:31 main:574] : INFO : Epoch 2007 | loss: 0.0311832 | val_loss: 0.0311911 | Time: 1311.28 ms [2022-04-11 22:18:33 main:574] : INFO : Epoch 2008 | loss: 0.0311759 | val_loss: 0.0311797 | Time: 1312.77 ms [2022-04-11 22:18:34 main:574] : INFO : Epoch 2009 | loss: 0.0311744 | val_loss: 0.0311894 | Time: 1373.25 ms [2022-04-11 22:18:35 main:574] : INFO : Epoch 2010 | loss: 0.031182 | val_loss: 0.0311798 | Time: 1349.18 ms [2022-04-11 22:18:37 main:574] : INFO : Epoch 2011 | loss: 0.0311802 | val_loss: 0.0311987 | Time: 1264.61 ms [2022-04-11 22:18:38 main:574] : INFO : Epoch 2012 | loss: 0.0311777 | val_loss: 0.0311863 | Time: 1285 ms [2022-04-11 22:18:39 main:574] : INFO : Epoch 2013 | loss: 0.0311763 | val_loss: 0.0311919 | Time: 1255.28 ms [2022-04-11 22:18:41 main:574] : INFO : Epoch 2014 | loss: 0.0311768 | val_loss: 0.0311971 | Time: 1348.35 ms [2022-04-11 22:18:42 main:574] : INFO : Epoch 2015 | loss: 0.0311761 | val_loss: 0.0311869 | Time: 1341.63 ms [2022-04-11 22:18:43 main:574] : INFO : Epoch 2016 | loss: 0.031175 | val_loss: 0.0311936 | Time: 1281.98 ms [2022-04-11 22:18:45 main:574] : INFO : Epoch 2017 | loss: 0.031178 | val_loss: 0.0311931 | Time: 1408.05 ms [2022-04-11 22:18:46 main:574] : INFO : Epoch 2018 | loss: 0.0311805 | val_loss: 0.0311878 | Time: 1245.42 ms [2022-04-11 22:18:47 main:574] : INFO : Epoch 2019 | loss: 0.0311732 | val_loss: 0.0311825 | Time: 1395.67 ms [2022-04-11 22:18:49 main:574] : INFO : Epoch 2020 | loss: 0.0311717 | val_loss: 0.0311851 | Time: 1311.39 ms [2022-04-11 22:18:50 main:574] : INFO : Epoch 2021 | loss: 0.0311735 | val_loss: 0.0311829 | Time: 1261.99 ms [2022-04-11 22:18:51 main:574] : INFO : Epoch 2022 | loss: 0.0311741 | val_loss: 0.0311826 | Time: 1274.38 ms [2022-04-11 22:18:52 main:574] : INFO : Epoch 2023 | loss: 0.0311712 | val_loss: 0.0311894 | Time: 1253.21 ms [2022-04-11 22:18:54 main:574] : INFO : Epoch 2024 | loss: 0.0311737 | val_loss: 0.0311817 | Time: 1262.17 ms [2022-04-11 22:18:55 main:574] : INFO : Epoch 2025 | loss: 0.0311773 | val_loss: 0.0311821 | Time: 1268.24 ms [2022-04-11 22:18:56 main:574] : INFO : Epoch 2026 | loss: 0.0311752 | val_loss: 0.031182 | Time: 1332.96 ms [2022-04-11 22:18:58 main:574] : INFO : Epoch 2027 | loss: 0.0311733 | val_loss: 0.0311847 | Time: 1275.66 ms [2022-04-11 22:18:59 main:574] : INFO : Epoch 2028 | loss: 0.0311787 | val_loss: 0.0311901 | Time: 1341.74 ms [2022-04-11 22:19:00 main:574] : INFO : Epoch 2029 | loss: 0.0311781 | val_loss: 0.0311866 | Time: 1278.47 ms [2022-04-11 22:19:02 main:574] : INFO : Epoch 2030 | loss: 0.0311748 | val_loss: 0.0311798 | Time: 1310.7 ms [2022-04-11 22:19:03 main:574] : INFO : Epoch 2031 | loss: 0.0311802 | val_loss: 0.0311949 | Time: 1276.61 ms [2022-04-11 22:19:04 main:574] : INFO : Epoch 2032 | loss: 0.0311887 | val_loss: 0.0311898 | Time: 1324.67 ms [2022-04-11 22:19:06 main:574] : INFO : Epoch 2033 | loss: 0.0311819 | val_loss: 0.0311827 | Time: 1319.25 ms [2022-04-11 22:19:07 main:574] : INFO : Epoch 2034 | loss: 0.0311776 | val_loss: 0.0311791 | Time: 1387.91 ms [2022-04-11 22:19:08 main:574] : INFO : Epoch 2035 | loss: 0.0311745 | val_loss: 0.0311777 | Time: 1290.49 ms [2022-04-11 22:19:10 main:574] : INFO : Epoch 2036 | loss: 0.0311751 | val_loss: 0.0311809 | Time: 1262.81 ms [2022-04-11 22:19:11 main:574] : INFO : Epoch 2037 | loss: 0.0311825 | val_loss: 0.0311807 | Time: 1241.03 ms [2022-04-11 22:19:12 main:574] : INFO : Epoch 2038 | loss: 0.0311852 | val_loss: 0.0311888 | Time: 1324.54 ms [2022-04-11 22:19:14 main:574] : INFO : Epoch 2039 | loss: 0.0311792 | val_loss: 0.0311849 | Time: 1342.64 ms [2022-04-11 22:19:15 main:574] : INFO : Epoch 2040 | loss: 0.0311777 | val_loss: 0.0311869 | Time: 1269.49 ms [2022-04-11 22:19:16 main:574] : INFO : Epoch 2041 | loss: 0.0311745 | val_loss: 0.0311782 | Time: 1300.58 ms [2022-04-11 22:19:17 main:574] : INFO : Epoch 2042 | loss: 0.031179 | val_loss: 0.031179 | Time: 1215.82 ms [2022-04-11 22:19:19 main:574] : INFO : Epoch 2043 | loss: 0.0311809 | val_loss: 0.0311809 | Time: 1291.03 ms [2022-04-11 22:19:20 main:574] : INFO : Epoch 2044 | loss: 0.0311781 | val_loss: 0.0311804 | Time: 1319.29 ms [2022-04-11 22:19:21 main:574] : INFO : Epoch 2045 | loss: 0.031177 | val_loss: 0.0311953 | Time: 1257.68 ms [2022-04-11 22:19:23 main:574] : INFO : Epoch 2046 | loss: 0.0311808 | val_loss: 0.0312022 | Time: 1276.55 ms [2022-04-11 22:19:24 main:574] : INFO : Epoch 2047 | loss: 0.0311836 | val_loss: 0.0311828 | Time: 1302.51 ms [2022-04-11 22:19:25 main:574] : INFO : Epoch 2048 | loss: 0.0311774 | val_loss: 0.031186 | Time: 1267.58 ms [2022-04-11 22:19:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031186 [2022-04-11 22:19:25 main:603] : INFO : Saving end state to config to file [2022-04-11 22:19:25 main:608] : INFO : Success, exiting.. 22:19:25 (22516): 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)