Task 14622478
| Name | ParityModified-1647047440-23304-3-0_0 |
| Workunit | 11639499 |
| Created | 16 Apr 2022, 21:30:46 UTC |
| Sent | 16 Apr 2022, 21:30:50 UTC |
| Report deadline | 24 Apr 2022, 21:30:50 UTC |
| Received | 17 Apr 2022, 12:39:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7776 |
| Run time | 46 min 41 sec |
| CPU time | 43 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,158.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 25 main:574] : INFO : Epoch 1542 | loss: 0.0311156 | val_loss: 0.0311671 | Time: 1221.69 ms [2022-04-17 08:27:26 main:574] : INFO : Epoch 1543 | loss: 0.0311151 | val_loss: 0.0311806 | Time: 1396.87 ms [2022-04-17 08:27:28 main:574] : INFO : Epoch 1544 | loss: 0.0311139 | val_loss: 0.0311762 | Time: 1342.73 ms [2022-04-17 08:27:29 main:574] : INFO : Epoch 1545 | loss: 0.0311126 | val_loss: 0.0311736 | Time: 1202.84 ms [2022-04-17 08:27:30 main:574] : INFO : Epoch 1546 | loss: 0.0311095 | val_loss: 0.0311784 | Time: 1375.68 ms [2022-04-17 08:27:32 main:574] : INFO : Epoch 1547 | loss: 0.0311081 | val_loss: 0.0311764 | Time: 1359.34 ms [2022-04-17 08:27:33 main:574] : INFO : Epoch 1548 | loss: 0.0311142 | val_loss: 0.0311728 | Time: 1184.56 ms [2022-04-17 08:27:34 main:574] : INFO : Epoch 1549 | loss: 0.0311184 | val_loss: 0.0311715 | Time: 1372.41 ms [2022-04-17 08:27:36 main:574] : INFO : Epoch 1550 | loss: 0.0311156 | val_loss: 0.0311748 | Time: 1371.88 ms [2022-04-17 08:27:37 main:574] : INFO : Epoch 1551 | loss: 0.0311141 | val_loss: 0.0311712 | Time: 1272.77 ms [2022-04-17 08:27:39 main:574] : INFO : Epoch 1552 | loss: 0.0311111 | val_loss: 0.0311757 | Time: 1472.03 ms [2022-04-17 08:27:40 main:574] : INFO : Epoch 1553 | loss: 0.03111 | val_loss: 0.0311794 | Time: 1533.1 ms [2022-04-17 08:27:42 main:574] : INFO : Epoch 1554 | loss: 0.0311105 | val_loss: 0.0311796 | Time: 1466.4 ms [2022-04-17 08:27:43 main:574] : INFO : Epoch 1555 | loss: 0.0311115 | val_loss: 0.0311712 | Time: 1260.62 ms [2022-04-17 08:27:45 main:574] : INFO : Epoch 1556 | loss: 0.0311124 | val_loss: 0.0311752 | Time: 1423.26 ms [2022-04-17 08:27:46 main:574] : INFO : Epoch 1557 | loss: 0.0311104 | val_loss: 0.0311756 | Time: 1435.15 ms [2022-04-17 08:27:48 main:574] : INFO : Epoch 1558 | loss: 0.0311098 | val_loss: 0.0311661 | Time: 1560.04 ms [2022-04-17 08:27:49 main:574] : INFO : Epoch 1559 | loss: 0.0311171 | val_loss: 0.0311781 | Time: 1265.16 ms [2022-04-17 08:27:51 main:574] : INFO : Epoch 1560 | loss: 0.0311159 | val_loss: 0.0311772 | Time: 1500.83 ms [2022-04-17 08:27:52 main:574] : INFO : Epoch 1561 | loss: 0.0311128 | val_loss: 0.0311722 | Time: 1491.37 ms [2022-04-17 08:27:54 main:574] : INFO : Epoch 1562 | loss: 0.0311102 | val_loss: 0.0311845 | Time: 1393.36 ms [2022-04-17 08:27:55 main:574] : INFO : Epoch 1563 | loss: 0.0311096 | val_loss: 0.0311858 | Time: 1304.23 ms [2022-04-17 08:27:57 main:574] : INFO : Epoch 1564 | loss: 0.0311061 | val_loss: 0.0311773 | Time: 1481.83 ms [2022-04-17 08:27:58 main:574] : INFO : Epoch 1565 | loss: 0.0311061 | val_loss: 0.0311719 | Time: 1514 ms [2022-04-17 08:28:00 main:574] : INFO : Epoch 1566 | loss: 0.0311042 | val_loss: 0.0311677 | Time: 1393.97 ms [2022-04-17 08:28:01 main:574] : INFO : Epoch 1567 | loss: 0.0311022 | val_loss: 0.0311784 | Time: 1363.47 ms [2022-04-17 08:28:02 main:574] : INFO : Epoch 1568 | loss: 0.0311072 | val_loss: 0.0311779 | Time: 1464.33 ms [2022-04-17 08:28:04 main:574] : INFO : Epoch 1569 | loss: 0.0311166 | val_loss: 0.0311768 | Time: 1380.65 ms [2022-04-17 08:28:05 main:574] : INFO : Epoch 1570 | loss: 0.0311139 | val_loss: 0.0311793 | Time: 1314.72 ms [2022-04-17 08:28:07 main:574] : INFO : Epoch 1571 | loss: 0.0311136 | val_loss: 0.0311725 | Time: 1485.57 ms [2022-04-17 08:28:08 main:574] : INFO : Epoch 1572 | loss: 0.0311146 | val_loss: 0.031171 | Time: 1466.72 ms [2022-04-17 08:28:09 main:574] : INFO : Epoch 1573 | loss: 0.0311095 | val_loss: 0.0311843 | Time: 1272.02 ms [2022-04-17 08:28:11 main:574] : INFO : Epoch 1574 | loss: 0.0311068 | val_loss: 0.0311775 | Time: 1422.63 ms [2022-04-17 08:28:12 main:574] : INFO : Epoch 1575 | loss: 0.0311031 | val_loss: 0.0311684 | Time: 1454.58 ms [2022-04-17 08:28:13 main:574] : INFO : Epoch 1576 | loss: 0.0311021 | val_loss: 0.0311768 | Time: 1249.06 ms [2022-04-17 08:28:15 main:574] : INFO : Epoch 1577 | loss: 0.031105 | val_loss: 0.0311795 | Time: 1505.46 ms [2022-04-17 08:28:16 main:574] : INFO : Epoch 1578 | loss: 0.0311045 | val_loss: 0.0311718 | Time: 1517.68 ms [2022-04-17 08:28:18 main:574] : INFO : Epoch 1579 | loss: 0.0311095 | val_loss: 0.0311687 | Time: 1425.19 ms [2022-04-17 08:28:19 main:574] : INFO : Epoch 1580 | loss: 0.031113 | val_loss: 0.0311793 | Time: 1263.78 ms [2022-04-17 08:28:21 main:574] : INFO : Epoch 1581 | loss: 0.0311139 | val_loss: 0.0311793 | Time: 1415.43 ms [2022-04-17 08:28:22 main:574] : INFO : Epoch 1582 | loss: 0.0311072 | val_loss: 0.0311903 | Time: 1516.28 ms [2022-04-17 08:28:24 main:574] : INFO : Epoch 1583 | loss: 0.0311049 | val_loss: 0.0311817 | Time: 1267.31 ms [2022-04-17 08:28:25 main:574] : INFO : Epoch 1584 | loss: 0.0311069 | val_loss: 0.0311752 | Time: 1376.83 ms [2022-04-17 08:28:26 main:574] : INFO : Epoch 1585 | loss: 0.0311028 | val_loss: 0.0311719 | Time: 1438.66 ms [2022-04-17 08:28:28 main:574] : INFO : Epoch 1586 | loss: 0.031103 | val_loss: 0.031177 | Time: 1280.13 ms [2022-04-17 08:28:29 main:574] : INFO : Epoch 1587 | loss: 0.0311065 | val_loss: 0.0311728 | Time: 1274.94 ms [2022-04-17 08:28:30 main:574] : INFO : Epoch 1588 | loss: 0.0311041 | val_loss: 0.0311797 | Time: 1396.12 ms [2022-04-17 08:28:32 main:574] : INFO : Epoch 1589 | loss: 0.0311024 | val_loss: 0.031175 | Time: 1241.31 ms [2022-04-17 08:28:33 main:574] : INFO : Epoch 1590 | loss: 0.0311024 | val_loss: 0.0311747 | Time: 1311.28 ms [2022-04-17 08:28:34 main:574] : INFO : Epoch 1591 | loss: 0.0311039 | val_loss: 0.0311726 | Time: 1395.86 ms [2022-04-17 08:28:36 main:574] : INFO : Epoch 1592 | loss: 0.0311037 | val_loss: 0.0311776 | Time: 1230.18 ms [2022-04-17 08:28:37 main:574] : INFO : Epoch 1593 | loss: 0.0311051 | val_loss: 0.03117 | Time: 1321.09 ms [2022-04-17 08:28:39 main:574] : INFO : Epoch 1594 | loss: 0.0311049 | val_loss: 0.0311708 | Time: 1399.28 ms [2022-04-17 08:28:40 main:574] : INFO : Epoch 1595 | loss: 0.0311071 | val_loss: 0.0311754 | Time: 1280.65 ms [2022-04-17 08:28:41 main:574] : INFO : Epoch 1596 | loss: 0.0311094 | val_loss: 0.0311753 | Time: 1265.96 ms [2022-04-17 08:28:43 main:574] : INFO : Epoch 1597 | loss: 0.0311098 | val_loss: 0.0311726 | Time: 1391.2 ms [2022-04-17 08:28:44 main:574] : INFO : Epoch 1598 | loss: 0.0311067 | val_loss: 0.0311781 | Time: 1246.12 ms [2022-04-17 08:28:45 main:574] : INFO : Epoch 1599 | loss: 0.0311052 | val_loss: 0.0311734 | Time: 1233.09 ms [2022-04-17 08:28:47 main:574] : INFO : Epoch 1600 | loss: 0.031113 | val_loss: 0.031169 | Time: 1460.7 ms [2022-04-17 08:28:48 main:574] : INFO : Epoch 1601 | loss: 0.0311126 | val_loss: 0.0311711 | Time: 1526.54 ms [2022-04-17 08:28:50 main:574] : INFO : Epoch 1602 | loss: 0.0311097 | val_loss: 0.0311775 | Time: 1189.1 ms [2022-04-17 08:28:51 main:574] : INFO : Epoch 1603 | loss: 0.0311066 | val_loss: 0.0311781 | Time: 1372.92 ms [2022-04-17 08:28:52 main:574] : INFO : Epoch 1604 | loss: 0.0311066 | val_loss: 0.031178 | Time: 1361.86 ms [2022-04-17 08:28:54 main:574] : INFO : Epoch 1605 | loss: 0.0311051 | val_loss: 0.0311778 | Time: 1226.21 ms [2022-04-17 08:28:55 main:574] : INFO : Epoch 1606 | loss: 0.031105 | val_loss: 0.0311736 | Time: 1353.2 ms [2022-04-17 08:28:56 main:574] : INFO : Epoch 1607 | loss: 0.0311035 | val_loss: 0.0311775 | Time: 1390.92 ms [2022-04-17 08:28:58 main:574] : INFO : Epoch 1608 | loss: 0.031103 | val_loss: 0.0311721 | Time: 1196.51 ms [2022-04-17 08:28:59 main:574] : INFO : Epoch 1609 | loss: 0.0311045 | val_loss: 0.0311726 | Time: 1360.37 ms [2022-04-17 08:29:00 main:574] : INFO : Epoch 1610 | loss: 0.0311044 | val_loss: 0.0311843 | Time: 1351.37 ms [2022-04-17 08:29:02 main:574] : INFO : Epoch 1611 | loss: 0.0311091 | val_loss: 0.0311774 | Time: 1186.95 ms [2022-04-17 08:29:03 main:574] : INFO : Epoch 1612 | loss: 0.0311046 | val_loss: 0.0311862 | Time: 1355.6 ms [2022-04-17 08:29:04 main:574] : INFO : Epoch 1613 | loss: 0.0311031 | val_loss: 0.0311834 | Time: 1363.49 ms [2022-04-17 08:29:06 main:574] : INFO : Epoch 1614 | loss: 0.0311018 | val_loss: 0.0311777 | Time: 1174.17 ms [2022-04-17 08:29:07 main:574] : INFO : Epoch 1615 | loss: 0.0311012 | val_loss: 0.0311773 | Time: 1329.06 ms [2022-04-17 08:29:09 main:574] : INFO : Epoch 1616 | loss: 0.0310999 | val_loss: 0.0311798 | Time: 1409.4 ms [2022-04-17 08:29:10 main:574] : INFO : Epoch 1617 | loss: 0.031118 | val_loss: 0.0311787 | Time: 1277.91 ms [2022-04-17 08:29:11 main:574] : INFO : Epoch 1618 | loss: 0.0311373 | val_loss: 0.0311743 | Time: 1249.37 ms [2022-04-17 08:29:13 main:574] : INFO : Epoch 1619 | loss: 0.0311274 | val_loss: 0.0311752 | Time: 1384.91 ms [2022-04-17 08:29:14 main:574] : INFO : Epoch 1620 | loss: 0.0311204 | val_loss: 0.0311691 | Time: 1321.32 ms [2022-04-17 08:29:16 main:574] : INFO : Epoch 1621 | loss: 0.0311189 | val_loss: 0.0311698 | Time: 1199.78 ms [2022-04-17 08:29:17 main:574] : INFO : Epoch 1622 | loss: 0.0311167 | val_loss: 0.0311678 | Time: 1405.13 ms [2022-04-17 08:29:19 main:574] : INFO : Epoch 1623 | loss: 0.0311158 | val_loss: 0.0311748 | Time: 1428.84 ms [2022-04-17 08:29:20 main:574] : INFO : Epoch 1624 | loss: 0.0311163 | val_loss: 0.0311694 | Time: 1264.2 ms [2022-04-17 08:29:21 main:574] : INFO : Epoch 1625 | loss: 0.0311136 | val_loss: 0.0311701 | Time: 1279.48 ms [2022-04-17 08:29:23 main:574] : INFO : Epoch 1626 | loss: 0.0311084 | val_loss: 0.0311768 | Time: 1400.66 ms [2022-04-17 08:29:24 main:574] : INFO : Epoch 1627 | loss: 0.0311086 | val_loss: 0.0311801 | Time: 1340.87 ms [2022-04-17 08:29:26 main:574] : INFO : Epoch 1628 | loss: 0.031109 | val_loss: 0.031183 | Time: 1256.08 ms [2022-04-17 08:29:27 main:574] : INFO : Epoch 1629 | loss: 0.0311052 | val_loss: 0.0311783 | Time: 1424.63 ms [2022-04-17 08:29:29 main:574] : INFO : Epoch 1630 | loss: 0.0311056 | val_loss: 0.0311819 | Time: 1419.91 ms [2022-04-17 08:29:30 main:574] : INFO : Epoch 1631 | loss: 0.031108 | val_loss: 0.0311773 | Time: 1301.31 ms [2022-04-17 08:29:32 main:574] : INFO : Epoch 1632 | loss: 0.031107 | val_loss: 0.0311802 | Time: 1294.54 ms [2022-04-17 08:29:33 main:574] : INFO : Epoch 1633 | loss: 0.0311119 | val_loss: 0.031179 | Time: 1381.32 ms [2022-04-17 08:29:34 main:574] : INFO : Epoch 1634 | loss: 0.0311097 | val_loss: 0.0311764 | Time: 1331.81 ms [2022-04-17 08:29:36 main:574] : INFO : Epoch 1635 | loss: 0.0311058 | val_loss: 0.0311821 | Time: 1220.77 ms [2022-04-17 08:29:37 main:574] : INFO : Epoch 1636 | loss: 0.0311049 | val_loss: 0.0311849 | Time: 1374.61 ms [2022-04-17 08:29:38 main:574] : INFO : Epoch 1637 | loss: 0.0311057 | val_loss: 0.0311737 | Time: 1338.51 ms [2022-04-17 08:29:40 main:574] : INFO : Epoch 1638 | loss: 0.0311065 | val_loss: 0.0311722 | Time: 1227.83 ms [2022-04-17 08:29:41 main:574] : INFO : Epoch 1639 | loss: 0.0311068 | val_loss: 0.031182 | Time: 1388.68 ms [2022-04-17 08:29:43 main:574] : INFO : Epoch 1640 | loss: 0.0311118 | val_loss: 0.0311754 | Time: 1338.64 ms [2022-04-17 08:29:44 main:574] : INFO : Epoch 1641 | loss: 0.0311066 | val_loss: 0.0311739 | Time: 1197.39 ms [2022-04-17 08:29:45 main:574] : INFO : Epoch 1642 | loss: 0.0311077 | val_loss: 0.0311711 | Time: 1402.56 ms [2022-04-17 08:29:47 main:574] : INFO : Epoch 1643 | loss: 0.0311084 | val_loss: 0.0311796 | Time: 1408.17 ms [2022-04-17 08:29:48 main:574] : INFO : Epoch 1644 | loss: 0.0311032 | val_loss: 0.0311756 | Time: 1422.8 ms [2022-04-17 08:29:50 main:574] : INFO : Epoch 1645 | loss: 0.0311003 | val_loss: 0.0311754 | Time: 1260.62 ms [2022-04-17 08:29:51 main:574] : INFO : Epoch 1646 | loss: 0.0311006 | val_loss: 0.0311754 | Time: 1398.02 ms [2022-04-17 08:29:53 main:574] : INFO : Epoch 1647 | loss: 0.0310992 | val_loss: 0.0311759 | Time: 1425.56 ms [2022-04-17 08:29:54 main:574] : INFO : Epoch 1648 | loss: 0.0311012 | val_loss: 0.0311771 | Time: 1229.19 ms [2022-04-17 08:29:55 main:574] : INFO : Epoch 1649 | loss: 0.0311032 | val_loss: 0.0311882 | Time: 1376.27 ms [2022-04-17 08:29:57 main:574] : INFO : Epoch 1650 | loss: 0.031109 | val_loss: 0.0311898 | Time: 1428.43 ms [2022-04-17 08:29:58 main:574] : INFO : Epoch 1651 | loss: 0.0311118 | val_loss: 0.0311735 | Time: 1250.76 ms [2022-04-17 08:30:00 main:574] : INFO : Epoch 1652 | loss: 0.0311143 | val_loss: 0.0311681 | Time: 1299.51 ms [2022-04-17 08:30:01 main:574] : INFO : Epoch 1653 | loss: 0.0311138 | val_loss: 0.0311727 | Time: 1407.33 ms [2022-04-17 08:30:03 main:574] : INFO : Epoch 1654 | loss: 0.0311083 | val_loss: 0.0311742 | Time: 1296.61 ms [2022-04-17 08:30:04 main:574] : INFO : Epoch 1655 | loss: 0.0311067 | val_loss: 0.0311707 | Time: 1222.42 ms [2022-04-17 08:30:05 main:574] : INFO : Epoch 1656 | loss: 0.0311035 | val_loss: 0.0311757 | Time: 1416.62 ms [2022-04-17 08:30:07 main:574] : INFO : Epoch 1657 | loss: 0.0311039 | val_loss: 0.0311785 | Time: 1395.61 ms [2022-04-17 08:30:08 main:574] : INFO : Epoch 1658 | loss: 0.0311045 | val_loss: 0.0311808 | Time: 1213.19 ms [2022-04-17 08:30:10 main:574] : INFO : Epoch 1659 | loss: 0.0311068 | val_loss: 0.0311744 | Time: 1340.7 ms [2022-04-17 08:30:11 main:574] : INFO : Epoch 1660 | loss: 0.0311049 | val_loss: 0.0311804 | Time: 1409.1 ms [2022-04-17 08:30:13 main:574] : INFO : Epoch 1661 | loss: 0.0311031 | val_loss: 0.031171 | Time: 1343.85 ms [2022-04-17 08:30:14 main:574] : INFO : Epoch 1662 | loss: 0.0311019 | val_loss: 0.0311848 | Time: 1255.42 ms [2022-04-17 08:30:15 main:574] : INFO : Epoch 1663 | loss: 0.0311061 | val_loss: 0.0311961 | Time: 1441.76 ms [2022-04-17 08:30:17 main:574] : INFO : Epoch 1664 | loss: 0.0311249 | val_loss: 0.0311722 | Time: 1315.81 ms [2022-04-17 08:30:18 main:574] : INFO : Epoch 1665 | loss: 0.0311299 | val_loss: 0.031174 | Time: 1264.05 ms [2022-04-17 08:30:19 main:574] : INFO : Epoch 1666 | loss: 0.0311258 | val_loss: 0.0311777 | Time: 1411.77 ms [2022-04-17 08:30:21 main:574] : INFO : Epoch 1667 | loss: 0.0311229 | val_loss: 0.0311794 | Time: 1383.22 ms [2022-04-17 08:30:22 main:574] : INFO : Epoch 1668 | loss: 0.0311234 | val_loss: 0.031179 | Time: 1240.1 ms [2022-04-17 08:30:24 main:574] : INFO : Epoch 1669 | loss: 0.0311174 | val_loss: 0.0311746 | Time: 1422.32 ms [2022-04-17 08:30:25 main:574] : INFO : Epoch 1670 | loss: 0.0311164 | val_loss: 0.0311834 | Time: 1353.57 ms [2022-04-17 08:30:26 main:574] : INFO : Epoch 1671 | loss: 0.0311138 | val_loss: 0.0311873 | Time: 1190.56 ms [2022-04-17 08:30:28 main:574] : INFO : Epoch 1672 | loss: 0.0311151 | val_loss: 0.0311778 | Time: 1388.22 ms [2022-04-17 08:30:29 main:574] : INFO : Epoch 1673 | loss: 0.031112 | val_loss: 0.0311837 | Time: 1360.3 ms [2022-04-17 08:30:30 main:574] : INFO : Epoch 1674 | loss: 0.0311128 | val_loss: 0.0311777 | Time: 1217.41 ms [2022-04-17 08:30:32 main:574] : INFO : Epoch 1675 | loss: 0.0311134 | val_loss: 0.0311816 | Time: 1391.97 ms [2022-04-17 08:30:33 main:574] : INFO : Epoch 1676 | loss: 0.0311136 | val_loss: 0.0311801 | Time: 1354.58 ms [2022-04-17 08:30:34 main:574] : INFO : Epoch 1677 | loss: 0.0311091 | val_loss: 0.0311818 | Time: 1169.89 ms [2022-04-17 08:30:36 main:574] : INFO : Epoch 1678 | loss: 0.0311084 | val_loss: 0.0311861 | Time: 1354.23 ms [2022-04-17 08:30:37 main:574] : INFO : Epoch 1679 | loss: 0.0311094 | val_loss: 0.0311732 | Time: 1375.36 ms [2022-04-17 08:30:38 main:574] : INFO : Epoch 1680 | loss: 0.0311148 | val_loss: 0.0311846 | Time: 1182.35 ms [2022-04-17 08:30:40 main:574] : INFO : Epoch 1681 | loss: 0.0311145 | val_loss: 0.0311752 | Time: 1341.16 ms [2022-04-17 08:30:41 main:574] : INFO : Epoch 1682 | loss: 0.0311125 | val_loss: 0.0311845 | Time: 1347.28 ms [2022-04-17 08:30:42 main:574] : INFO : Epoch 1683 | loss: 0.0311104 | val_loss: 0.0311836 | Time: 1188.5 ms [2022-04-17 08:30:44 main:574] : INFO : Epoch 1684 | loss: 0.0311075 | val_loss: 0.0311804 | Time: 1333.76 ms [2022-04-17 08:30:45 main:574] : INFO : Epoch 1685 | loss: 0.0311067 | val_loss: 0.0311788 | Time: 1427.63 ms [2022-04-17 08:30:47 main:574] : INFO : Epoch 1686 | loss: 0.0311107 | val_loss: 0.0311811 | Time: 1273.72 ms [2022-04-17 08:30:48 main:574] : INFO : Epoch 1687 | loss: 0.0311107 | val_loss: 0.03118 | Time: 1337.13 ms [2022-04-17 08:30:49 main:574] : INFO : Epoch 1688 | loss: 0.0311098 | val_loss: 0.0311777 | Time: 1462.19 ms [2022-04-17 08:30:51 main:574] : INFO : Epoch 1689 | loss: 0.031109 | val_loss: 0.0311861 | Time: 1267.37 ms [2022-04-17 08:30:52 main:574] : INFO : Epoch 1690 | loss: 0.0311114 | val_loss: 0.0311786 | Time: 1269.68 ms [2022-04-17 08:30:54 main:574] : INFO : Epoch 1691 | loss: 0.031121 | val_loss: 0.0311847 | Time: 1402.77 ms [2022-04-17 08:30:55 main:574] : INFO : Epoch 1692 | loss: 0.0311286 | val_loss: 0.0311769 | Time: 1251.41 ms [2022-04-17 08:30:56 main:574] : INFO : Epoch 1693 | loss: 0.0311257 | val_loss: 0.0311794 | Time: 1251.53 ms [2022-04-17 08:30:58 main:574] : INFO : Epoch 1694 | loss: 0.0311263 | val_loss: 0.0311808 | Time: 1385.74 ms [2022-04-17 08:30:59 main:574] : INFO : Epoch 1695 | loss: 0.0311221 | val_loss: 0.031175 | Time: 1262.9 ms [2022-04-17 08:31:00 main:574] : INFO : Epoch 1696 | loss: 0.0311196 | val_loss: 0.0311826 | Time: 1226.33 ms [2022-04-17 08:31:02 main:574] : INFO : Epoch 1697 | loss: 0.0311162 | val_loss: 0.0311808 | Time: 1378.62 ms [2022-04-17 08:31:03 main:574] : INFO : Epoch 1698 | loss: 0.031114 | val_loss: 0.0311893 | Time: 1318.4 ms [2022-04-17 08:31:04 main:574] : INFO : Epoch 1699 | loss: 0.0311147 | val_loss: 0.031182 | Time: 1248.98 ms [2022-04-17 08:31:06 main:574] : INFO : Epoch 1700 | loss: 0.0311135 | val_loss: 0.0311906 | Time: 1383.49 ms [2022-04-17 08:31:07 main:574] : INFO : Epoch 1701 | loss: 0.0311111 | val_loss: 0.0311839 | Time: 1328.29 ms [2022-04-17 08:31:08 main:574] : INFO : Epoch 1702 | loss: 0.0311092 | val_loss: 0.0311866 | Time: 1205.87 ms [2022-04-17 08:31:10 main:574] : INFO : Epoch 1703 | loss: 0.0311114 | val_loss: 0.0311873 | Time: 1387.95 ms [2022-04-17 08:31:11 main:574] : INFO : Epoch 1704 | loss: 0.031113 | val_loss: 0.0311808 | Time: 1390.55 ms [2022-04-17 08:31:13 main:574] : INFO : Epoch 1705 | loss: 0.0311126 | val_loss: 0.0311907 | Time: 1194.23 ms [2022-04-17 08:31:14 main:574] : INFO : Epoch 1706 | loss: 0.0311097 | val_loss: 0.0311759 | Time: 1312.04 ms [2022-04-17 08:31:16 main:574] : INFO : Epoch 1707 | loss: 0.0311125 | val_loss: 0.0311759 | Time: 1376.39 ms [2022-04-17 08:31:17 main:574] : INFO : Epoch 1708 | loss: 0.0311237 | val_loss: 0.0311803 | Time: 1243.13 ms [2022-04-17 08:31:18 main:574] : INFO : Epoch 1709 | loss: 0.0311188 | val_loss: 0.0311897 | Time: 1270.6 ms [2022-04-17 08:31:20 main:574] : INFO : Epoch 1710 | loss: 0.031121 | val_loss: 0.0311793 | Time: 1404.37 ms [2022-04-17 08:31:21 main:574] : INFO : Epoch 1711 | loss: 0.0311191 | val_loss: 0.0311823 | Time: 1218.22 ms [2022-04-17 08:31:22 main:574] : INFO : Epoch 1712 | loss: 0.0311121 | val_loss: 0.0311794 | Time: 1325.87 ms [2022-04-17 08:31:24 main:574] : INFO : Epoch 1713 | loss: 0.0311084 | val_loss: 0.0311759 | Time: 1401.52 ms [2022-04-17 08:31:25 main:574] : INFO : Epoch 1714 | loss: 0.0311094 | val_loss: 0.0311812 | Time: 1218.53 ms [2022-04-17 08:31:26 main:574] : INFO : Epoch 1715 | loss: 0.0311057 | val_loss: 0.0311853 | Time: 1289.87 ms [2022-04-17 08:31:28 main:574] : INFO : Epoch 1716 | loss: 0.0311068 | val_loss: 0.0311852 | Time: 1396 ms [2022-04-17 08:31:29 main:574] : INFO : Epoch 1717 | loss: 0.0311056 | val_loss: 0.0311806 | Time: 1262 ms [2022-04-17 08:31:30 main:574] : INFO : Epoch 1718 | loss: 0.031112 | val_loss: 0.0311923 | Time: 1225.45 ms [2022-04-17 08:31:32 main:574] : INFO : Epoch 1719 | loss: 0.0311118 | val_loss: 0.0311815 | Time: 1394.34 ms [2022-04-17 08:31:33 main:574] : INFO : Epoch 1720 | loss: 0.0311073 | val_loss: 0.0311845 | Time: 1323.44 ms [2022-04-17 08:31:35 main:574] : INFO : Epoch 1721 | loss: 0.0311089 | val_loss: 0.0311757 | Time: 1179.84 ms [2022-04-17 08:31:36 main:574] : INFO : Epoch 1722 | loss: 0.0311109 | val_loss: 0.0311787 | Time: 1366.31 ms [2022-04-17 08:31:37 main:574] : INFO : Epoch 1723 | loss: 0.0311127 | val_loss: 0.0311901 | Time: 1331.64 ms [2022-04-17 08:31:38 main:574] : INFO : Epoch 1724 | loss: 0.0311094 | val_loss: 0.0311782 | Time: 1224.29 ms [2022-04-17 08:31:40 main:574] : INFO : Epoch 1725 | loss: 0.0311085 | val_loss: 0.0311913 | Time: 1369.84 ms [2022-04-17 08:31:41 main:574] : INFO : Epoch 1726 | loss: 0.0311036 | val_loss: 0.031189 | Time: 1287.16 ms [2022-04-17 08:31:42 main:574] : INFO : Epoch 1727 | loss: 0.0311052 | val_loss: 0.0311981 | Time: 1217.28 ms [2022-04-17 08:31:44 main:574] : INFO : Epoch 1728 | loss: 0.031103 | val_loss: 0.0311949 | Time: 1409.42 ms [2022-04-17 08:31:45 main:574] : INFO : Epoch 1729 | loss: 0.0311012 | val_loss: 0.0311862 | Time: 1307.29 ms [2022-04-17 08:31:47 main:574] : INFO : Epoch 1730 | loss: 0.0310998 | val_loss: 0.0311922 | Time: 1188.19 ms [2022-04-17 08:31:48 main:574] : INFO : Epoch 1731 | loss: 0.0311019 | val_loss: 0.0311876 | Time: 1383.39 ms [2022-04-17 08:31:50 main:574] : INFO : Epoch 1732 | loss: 0.0310983 | val_loss: 0.0311971 | Time: 1451.91 ms [2022-04-17 08:31:51 main:574] : INFO : Epoch 1733 | loss: 0.0311 | val_loss: 0.0311931 | Time: 1196.84 ms [2022-04-17 08:31:52 main:574] : INFO : Epoch 1734 | loss: 0.0310979 | val_loss: 0.0311942 | Time: 1337.08 ms [2022-04-17 08:31:53 main:574] : INFO : Epoch 1735 | loss: 0.0311033 | val_loss: 0.0311737 | Time: 1281.24 ms [2022-04-17 08:31:55 main:574] : INFO : Epoch 1736 | loss: 0.0311419 | val_loss: 0.0311684 | Time: 1222.16 ms [2022-04-17 08:31:56 main:574] : INFO : Epoch 1737 | loss: 0.0311429 | val_loss: 0.0311682 | Time: 1409.69 ms [2022-04-17 08:31:57 main:574] : INFO : Epoch 1738 | loss: 0.0311367 | val_loss: 0.0311647 | Time: 1269.82 ms [2022-04-17 08:31:59 main:574] : INFO : Epoch 1739 | loss: 0.0311335 | val_loss: 0.0311716 | Time: 1235.3 ms [2022-04-17 08:32:00 main:574] : INFO : Epoch 1740 | loss: 0.0311305 | val_loss: 0.0311679 | Time: 1366.94 ms [2022-04-17 08:32:02 main:574] : INFO : Epoch 1741 | loss: 0.0311309 | val_loss: 0.0311758 | Time: 1322.08 ms [2022-04-17 08:32:03 main:574] : INFO : Epoch 1742 | loss: 0.031128 | val_loss: 0.0311719 | Time: 1190.73 ms [2022-04-17 08:32:05 main:574] : INFO : Epoch 1743 | loss: 0.0311276 | val_loss: 0.0311824 | Time: 1295.49 ms [2022-04-17 08:32:06 main:574] : INFO : Epoch 1744 | loss: 0.0311261 | val_loss: 0.0311704 | Time: 1374.85 ms [2022-04-17 08:32:07 main:574] : INFO : Epoch 1745 | loss: 0.0311255 | val_loss: 0.0311737 | Time: 1235.72 ms [2022-04-17 08:32:09 main:574] : INFO : Epoch 1746 | loss: 0.0311247 | val_loss: 0.0311759 | Time: 1227.56 ms [2022-04-17 08:32:10 main:574] : INFO : Epoch 1747 | loss: 0.0311271 | val_loss: 0.03117 | Time: 1389.64 ms [2022-04-17 08:32:12 main:574] : INFO : Epoch 1748 | loss: 0.0311317 | val_loss: 0.0311677 | Time: 1345.87 ms [2022-04-17 08:32:13 main:574] : INFO : Epoch 1749 | loss: 0.0311291 | val_loss: 0.0311701 | Time: 1187.68 ms [2022-04-17 08:32:15 main:574] : INFO : Epoch 1750 | loss: 0.031128 | val_loss: 0.0311752 | Time: 1354.25 ms [2022-04-17 08:32:16 main:574] : INFO : Epoch 1751 | loss: 0.0311242 | val_loss: 0.0311712 | Time: 1345.81 ms [2022-04-17 08:32:17 main:574] : INFO : Epoch 1752 | loss: 0.0311197 | val_loss: 0.0311704 | Time: 1179.26 ms [2022-04-17 08:32:19 main:574] : INFO : Epoch 1753 | loss: 0.0311205 | val_loss: 0.0311771 | Time: 1322.44 ms [2022-04-17 08:32:20 main:574] : INFO : Epoch 1754 | loss: 0.0311161 | val_loss: 0.0311768 | Time: 1395.55 ms [2022-04-17 08:32:21 main:574] : INFO : Epoch 1755 | loss: 0.0311153 | val_loss: 0.0311756 | Time: 1220.16 ms [2022-04-17 08:32:23 main:574] : INFO : Epoch 1756 | loss: 0.0311172 | val_loss: 0.0311773 | Time: 1264.46 ms [2022-04-17 08:32:24 main:574] : INFO : Epoch 1757 | loss: 0.0311158 | val_loss: 0.0311728 | Time: 1371.89 ms [2022-04-17 08:32:26 main:574] : INFO : Epoch 1758 | loss: 0.0311144 | val_loss: 0.0311722 | Time: 1248.07 ms [2022-04-17 08:32:27 main:574] : INFO : Epoch 1759 | loss: 0.0311134 | val_loss: 0.0311801 | Time: 1229.49 ms [2022-04-17 08:32:28 main:574] : INFO : Epoch 1760 | loss: 0.0311154 | val_loss: 0.0311752 | Time: 1443.75 ms [2022-04-17 08:32:30 main:574] : INFO : Epoch 1761 | loss: 0.031114 | val_loss: 0.0311838 | Time: 1215.32 ms [2022-04-17 08:32:31 main:574] : INFO : Epoch 1762 | loss: 0.0311101 | val_loss: 0.031172 | Time: 1281.03 ms [2022-04-17 08:32:32 main:574] : INFO : Epoch 1763 | loss: 0.0311111 | val_loss: 0.0311783 | Time: 1385.85 ms [2022-04-17 08:32:34 main:574] : INFO : Epoch 1764 | loss: 0.0311099 | val_loss: 0.0311808 | Time: 1228.91 ms [2022-04-17 08:32:35 main:574] : INFO : Epoch 1765 | loss: 0.0311084 | val_loss: 0.0311757 | Time: 1252.63 ms [2022-04-17 08:32:37 main:574] : INFO : Epoch 1766 | loss: 0.0311092 | val_loss: 0.0311832 | Time: 1393.1 ms [2022-04-17 08:32:38 main:574] : INFO : Epoch 1767 | loss: 0.0311073 | val_loss: 0.0311853 | Time: 1256.69 ms [2022-04-17 08:32:39 main:574] : INFO : Epoch 1768 | loss: 0.0311096 | val_loss: 0.0311794 | Time: 1198.61 ms [2022-04-17 08:32:41 main:574] : INFO : Epoch 1769 | loss: 0.0311083 | val_loss: 0.031189 | Time: 1401.75 ms [2022-04-17 08:32:42 main:574] : INFO : Epoch 1770 | loss: 0.0311077 | val_loss: 0.0311846 | Time: 1409.73 ms [2022-04-17 08:32:44 main:574] : INFO : Epoch 1771 | loss: 0.0311061 | val_loss: 0.0311859 | Time: 1192.78 ms [2022-04-17 08:32:45 main:574] : INFO : Epoch 1772 | loss: 0.0311078 | val_loss: 0.031172 | Time: 1372.45 ms [2022-04-17 08:32:46 main:574] : INFO : Epoch 1773 | loss: 0.0311114 | val_loss: 0.0311879 | Time: 1365.02 ms [2022-04-17 08:32:48 main:574] : INFO : Epoch 1774 | loss: 0.0311151 | val_loss: 0.0311837 | Time: 1186.41 ms [2022-04-17 08:32:49 main:574] : INFO : Epoch 1775 | loss: 0.0311103 | val_loss: 0.0311832 | Time: 1297.52 ms [2022-04-17 08:32:51 main:574] : INFO : Epoch 1776 | loss: 0.0311072 | val_loss: 0.0311915 | Time: 1380.89 ms [2022-04-17 08:32:52 main:574] : INFO : Epoch 1777 | loss: 0.0311051 | val_loss: 0.0311837 | Time: 1242.59 ms [2022-04-17 08:32:53 main:574] : INFO : Epoch 1778 | loss: 0.0311043 | val_loss: 0.0311871 | Time: 1335.28 ms [2022-04-17 08:32:55 main:574] : INFO : Epoch 1779 | loss: 0.0311009 | val_loss: 0.03118 | Time: 1400.73 ms [2022-04-17 08:32:56 main:574] : INFO : Epoch 1780 | loss: 0.0311014 | val_loss: 0.0311861 | Time: 1321.42 ms [2022-04-17 08:32:58 main:574] : INFO : Epoch 1781 | loss: 0.0311029 | val_loss: 0.0311931 | Time: 1575.87 ms [2022-04-17 08:32:59 main:574] : INFO : Epoch 1782 | loss: 0.0311017 | val_loss: 0.031185 | Time: 1349 ms [2022-04-17 08:33:01 main:574] : INFO : Epoch 1783 | loss: 0.0310983 | val_loss: 0.0311813 | Time: 1404.98 ms [2022-04-17 08:33:02 main:574] : INFO : Epoch 1784 | loss: 0.0310963 | val_loss: 0.0311864 | Time: 1222.26 ms [2022-04-17 08:33:03 main:574] : INFO : Epoch 1785 | loss: 0.0310943 | val_loss: 0.0311951 | Time: 1337.24 ms [2022-04-17 08:33:05 main:574] : INFO : Epoch 1786 | loss: 0.0310933 | val_loss: 0.0311925 | Time: 1423.68 ms [2022-04-17 08:33:06 main:574] : INFO : Epoch 1787 | loss: 0.0310975 | val_loss: 0.0311867 | Time: 1386.37 ms [2022-04-17 08:33:08 main:574] : INFO : Epoch 1788 | loss: 0.0311063 | val_loss: 0.0311814 | Time: 1177.98 ms [2022-04-17 08:33:09 main:574] : INFO : Epoch 1789 | loss: 0.0311077 | val_loss: 0.0311728 | Time: 1357.62 ms [2022-04-17 08:33:11 main:574] : INFO : Epoch 1790 | loss: 0.031107 | val_loss: 0.0311829 | Time: 1394.32 ms [2022-04-17 08:33:12 main:574] : INFO : Epoch 1791 | loss: 0.0311038 | val_loss: 0.0311877 | Time: 1227.1 ms [2022-04-17 08:33:13 main:574] : INFO : Epoch 1792 | loss: 0.0311021 | val_loss: 0.031178 | Time: 1332.17 ms [2022-04-17 08:33:15 main:574] : INFO : Epoch 1793 | loss: 0.0311033 | val_loss: 0.031182 | Time: 1390.72 ms [2022-04-17 08:33:16 main:574] : INFO : Epoch 1794 | loss: 0.0311027 | val_loss: 0.0311825 | Time: 1276.98 ms [2022-04-17 08:33:17 main:574] : INFO : Epoch 1795 | loss: 0.0311009 | val_loss: 0.0311874 | Time: 1268.24 ms [2022-04-17 08:33:19 main:574] : INFO : Epoch 1796 | loss: 0.0311029 | val_loss: 0.0311967 | Time: 1397.1 ms [2022-04-17 08:33:20 main:574] : INFO : Epoch 1797 | loss: 0.0311013 | val_loss: 0.0311841 | Time: 1303.15 ms [2022-04-17 08:33:22 main:574] : INFO : Epoch 1798 | loss: 0.0310985 | val_loss: 0.0311818 | Time: 1205.98 ms [2022-04-17 08:33:23 main:574] : INFO : Epoch 1799 | loss: 0.0310983 | val_loss: 0.0311902 | Time: 1373.31 ms [2022-04-17 08:33:24 main:574] : INFO : Epoch 1800 | loss: 0.0311024 | val_loss: 0.0311743 | Time: 1335.8 ms [2022-04-17 08:33:26 main:574] : INFO : Epoch 1801 | loss: 0.0311044 | val_loss: 0.031176 | Time: 1201.71 ms [2022-04-17 08:33:27 main:574] : INFO : Epoch 1802 | loss: 0.031106 | val_loss: 0.0311861 | Time: 1368.4 ms [2022-04-17 08:33:29 main:574] : INFO : Epoch 1803 | loss: 0.031106 | val_loss: 0.0311824 | Time: 1322.19 ms [2022-04-17 08:33:30 main:574] : INFO : Epoch 1804 | loss: 0.0311081 | val_loss: 0.0311816 | Time: 1168.32 ms [2022-04-17 08:33:31 main:574] : INFO : Epoch 1805 | loss: 0.0311126 | val_loss: 0.0311792 | Time: 1333.17 ms [2022-04-17 08:33:33 main:574] : INFO : Epoch 1806 | loss: 0.0311093 | val_loss: 0.0311835 | Time: 1401.06 ms [2022-04-17 08:33:34 main:574] : INFO : Epoch 1807 | loss: 0.0311047 | val_loss: 0.0311833 | Time: 1230.32 ms [2022-04-17 08:33:36 main:574] : INFO : Epoch 1808 | loss: 0.0311024 | val_loss: 0.0311849 | Time: 1269.88 ms [2022-04-17 08:33:37 main:574] : INFO : Epoch 1809 | loss: 0.0311025 | val_loss: 0.0311826 | Time: 1394.64 ms [2022-04-17 08:33:38 main:574] : INFO : Epoch 1810 | loss: 0.0311053 | val_loss: 0.0311858 | Time: 1261.47 ms [2022-04-17 08:33:40 main:574] : INFO : Epoch 1811 | loss: 0.0311012 | val_loss: 0.0311825 | Time: 1209.73 ms [2022-04-17 08:33:41 main:574] : INFO : Epoch 1812 | loss: 0.0311 | val_loss: 0.031181 | Time: 1420.73 ms [2022-04-17 08:33:43 main:574] : INFO : Epoch 1813 | loss: 0.0310985 | val_loss: 0.0311953 | Time: 1337.04 ms [2022-04-17 08:33:44 main:574] : INFO : Epoch 1814 | loss: 0.0310992 | val_loss: 0.0311809 | Time: 1209.67 ms [2022-04-17 08:33:45 main:574] : INFO : Epoch 1815 | loss: 0.0311035 | val_loss: 0.0311831 | Time: 1383.37 ms [2022-04-17 08:33:47 main:574] : INFO : Epoch 1816 | loss: 0.0311042 | val_loss: 0.0311801 | Time: 1349.21 ms [2022-04-17 08:33:48 main:574] : INFO : Epoch 1817 | loss: 0.0311004 | val_loss: 0.0311832 | Time: 1177.46 ms [2022-04-17 08:33:49 main:574] : INFO : Epoch 1818 | loss: 0.0311013 | val_loss: 0.0311831 | Time: 1316.35 ms [2022-04-17 08:33:51 main:574] : INFO : Epoch 1819 | loss: 0.0310987 | val_loss: 0.0311774 | Time: 1399.84 ms [2022-04-17 08:33:52 main:574] : INFO : Epoch 1820 | loss: 0.0311181 | val_loss: 0.0311844 | Time: 1231.68 ms [2022-04-17 08:33:54 main:574] : INFO : Epoch 1821 | loss: 0.0311203 | val_loss: 0.0311724 | Time: 1251.72 ms [2022-04-17 08:33:55 main:574] : INFO : Epoch 1822 | loss: 0.0311177 | val_loss: 0.0311808 | Time: 1393.36 ms [2022-04-17 08:33:57 main:574] : INFO : Epoch 1823 | loss: 0.0311236 | val_loss: 0.0311802 | Time: 1285.96 ms [2022-04-17 08:33:58 main:574] : INFO : Epoch 1824 | loss: 0.0311227 | val_loss: 0.031177 | Time: 1409.52 ms [2022-04-17 08:34:00 main:574] : INFO : Epoch 1825 | loss: 0.0311159 | val_loss: 0.03119 | Time: 1337.94 ms [2022-04-17 08:34:01 main:574] : INFO : Epoch 1826 | loss: 0.0311102 | val_loss: 0.0311764 | Time: 1386.12 ms [2022-04-17 08:34:02 main:574] : INFO : Epoch 1827 | loss: 0.0311084 | val_loss: 0.0311842 | Time: 1243.65 ms [2022-04-17 08:34:04 main:574] : INFO : Epoch 1828 | loss: 0.0311072 | val_loss: 0.031186 | Time: 1256.48 ms [2022-04-17 08:34:05 main:574] : INFO : Epoch 1829 | loss: 0.0311097 | val_loss: 0.0311734 | Time: 1388.03 ms [2022-04-17 08:34:07 main:574] : INFO : Epoch 1830 | loss: 0.0311081 | val_loss: 0.0311792 | Time: 1279.02 ms [2022-04-17 08:34:08 main:574] : INFO : Epoch 1831 | loss: 0.0311104 | val_loss: 0.0311869 | Time: 1192.41 ms [2022-04-17 08:34:09 main:574] : INFO : Epoch 1832 | loss: 0.031109 | val_loss: 0.0311773 | Time: 1398.36 ms [2022-04-17 08:34:11 main:574] : INFO : Epoch 1833 | loss: 0.0311088 | val_loss: 0.0311834 | Time: 1325.02 ms [2022-04-17 08:34:12 main:574] : INFO : Epoch 1834 | loss: 0.0311097 | val_loss: 0.0311876 | Time: 1167.58 ms [2022-04-17 08:34:14 main:574] : INFO : Epoch 1835 | loss: 0.0311084 | val_loss: 0.0311816 | Time: 1356.81 ms [2022-04-17 08:34:15 main:574] : INFO : Epoch 1836 | loss: 0.0311059 | val_loss: 0.0311831 | Time: 1397.13 ms [2022-04-17 08:34:16 main:574] : INFO : Epoch 1837 | loss: 0.0311028 | val_loss: 0.0311756 | Time: 1226.91 ms [2022-04-17 08:34:18 main:574] : INFO : Epoch 1838 | loss: 0.0311025 | val_loss: 0.0311899 | Time: 1296.04 ms [2022-04-17 08:34:19 main:574] : INFO : Epoch 1839 | loss: 0.031106 | val_loss: 0.031184 | Time: 1394.95 ms [2022-04-17 08:34:21 main:574] : INFO : Epoch 1840 | loss: 0.031108 | val_loss: 0.0311819 | Time: 1267.49 ms [2022-04-17 08:34:22 main:574] : INFO : Epoch 1841 | loss: 0.0311099 | val_loss: 0.0311832 | Time: 1226.18 ms [2022-04-17 08:34:23 main:574] : INFO : Epoch 1842 | loss: 0.0311039 | val_loss: 0.0311852 | Time: 1417.85 ms [2022-04-17 08:34:25 main:574] : INFO : Epoch 1843 | loss: 0.0311019 | val_loss: 0.031183 | Time: 1290.03 ms [2022-04-17 08:34:26 main:574] : INFO : Epoch 1844 | loss: 0.0310987 | val_loss: 0.0311928 | Time: 1202.86 ms [2022-04-17 08:34:28 main:574] : INFO : Epoch 1845 | loss: 0.0310989 | val_loss: 0.0311884 | Time: 1384.78 ms [2022-04-17 08:34:29 main:574] : INFO : Epoch 1846 | loss: 0.0311067 | val_loss: 0.0311819 | Time: 1298.82 ms [2022-04-17 08:34:30 main:574] : INFO : Epoch 1847 | loss: 0.0311099 | val_loss: 0.031189 | Time: 1184.37 ms [2022-04-17 08:34:32 main:574] : INFO : Epoch 1848 | loss: 0.0311048 | val_loss: 0.0311792 | Time: 1347 ms [2022-04-17 08:34:33 main:574] : INFO : Epoch 1849 | loss: 0.0311087 | val_loss: 0.0311806 | Time: 1407.81 ms [2022-04-17 08:34:34 main:574] : INFO : Epoch 1850 | loss: 0.0311078 | val_loss: 0.0311805 | Time: 1202.05 ms [2022-04-17 08:34:36 main:574] : INFO : Epoch 1851 | loss: 0.0311061 | val_loss: 0.0311799 | Time: 1306.44 ms [2022-04-17 08:34:37 main:574] : INFO : Epoch 1852 | loss: 0.0311038 | val_loss: 0.0311849 | Time: 1360.21 ms [2022-04-17 08:34:38 main:574] : INFO : Epoch 1853 | loss: 0.03111 | val_loss: 0.0311702 | Time: 1178.68 ms [2022-04-17 08:34:40 main:574] : INFO : Epoch 1854 | loss: 0.0311191 | val_loss: 0.0311747 | Time: 1328.27 ms [2022-04-17 08:34:41 main:574] : INFO : Epoch 1855 | loss: 0.0311141 | val_loss: 0.0311743 | Time: 1400.57 ms [2022-04-17 08:34:43 main:574] : INFO : Epoch 1856 | loss: 0.0311115 | val_loss: 0.0311758 | Time: 1239.13 ms [2022-04-17 08:34:44 main:574] : INFO : Epoch 1857 | loss: 0.031112 | val_loss: 0.0311866 | Time: 1278.92 ms [2022-04-17 08:34:45 main:574] : INFO : Epoch 1858 | loss: 0.0311103 | val_loss: 0.0311833 | Time: 1405.77 ms [2022-04-17 08:34:47 main:574] : INFO : Epoch 1859 | loss: 0.0311074 | val_loss: 0.031186 | Time: 1241.27 ms [2022-04-17 08:34:48 main:574] : INFO : Epoch 1860 | loss: 0.031104 | val_loss: 0.0311785 | Time: 1320.14 ms [2022-04-17 08:34:49 main:574] : INFO : Epoch 1861 | loss: 0.0311007 | val_loss: 0.0311844 | Time: 1409.02 ms [2022-04-17 08:34:51 main:574] : INFO : Epoch 1862 | loss: 0.0311122 | val_loss: 0.0311752 | Time: 1347.05 ms [2022-04-17 08:34:52 main:574] : INFO : Epoch 1863 | loss: 0.0311127 | val_loss: 0.0311856 | Time: 1184.46 ms [2022-04-17 08:34:54 main:574] : INFO : Epoch 1864 | loss: 0.0311084 | val_loss: 0.0311843 | Time: 1363.09 ms [2022-04-17 08:34:55 main:574] : INFO : Epoch 1865 | loss: 0.0311073 | val_loss: 0.0311808 | Time: 1404.48 ms [2022-04-17 08:34:57 main:574] : INFO : Epoch 1866 | loss: 0.0311071 | val_loss: 0.0311773 | Time: 1202.98 ms [2022-04-17 08:34:58 main:574] : INFO : Epoch 1867 | loss: 0.0311089 | val_loss: 0.0311773 | Time: 1409.74 ms [2022-04-17 08:35:00 main:574] : INFO : Epoch 1868 | loss: 0.0311071 | val_loss: 0.0311808 | Time: 1394.25 ms [2022-04-17 08:35:01 main:574] : INFO : Epoch 1869 | loss: 0.0311041 | val_loss: 0.0311836 | Time: 1332.89 ms [2022-04-17 08:35:02 main:574] : INFO : Epoch 1870 | loss: 0.0311019 | val_loss: 0.0311884 | Time: 1177.95 ms [2022-04-17 08:35:04 main:574] : INFO : Epoch 1871 | loss: 0.0311014 | val_loss: 0.0311847 | Time: 1350.71 ms [2022-04-17 08:35:05 main:574] : INFO : Epoch 1872 | loss: 0.0310985 | val_loss: 0.0311845 | Time: 1402.78 ms [2022-04-17 08:35:07 main:574] : INFO : Epoch 1873 | loss: 0.0311039 | val_loss: 0.0311916 | Time: 1190.71 ms [2022-04-17 08:35:08 main:574] : INFO : Epoch 1874 | loss: 0.0311084 | val_loss: 0.0311827 | Time: 1304.55 ms [2022-04-17 08:35:10 main:574] : INFO : Epoch 1875 | loss: 0.0311091 | val_loss: 0.0311828 | Time: 1382.39 ms [2022-04-17 08:35:11 main:574] : INFO : Epoch 1876 | loss: 0.0311118 | val_loss: 0.031186 | Time: 1248.48 ms [2022-04-17 08:35:12 main:574] : INFO : Epoch 1877 | loss: 0.0311066 | val_loss: 0.0311975 | Time: 1245.39 ms [2022-04-17 08:35:14 main:574] : INFO : Epoch 1878 | loss: 0.0311083 | val_loss: 0.0312017 | Time: 1386.78 ms [2022-04-17 08:35:15 main:574] : INFO : Epoch 1879 | loss: 0.0311062 | val_loss: 0.0311846 | Time: 1374.35 ms [2022-04-17 08:35:17 main:574] : INFO : Epoch 1880 | loss: 0.0311059 | val_loss: 0.0311791 | Time: 1159.19 ms [2022-04-17 08:35:18 main:574] : INFO : Epoch 1881 | loss: 0.0311029 | val_loss: 0.0311921 | Time: 1345.02 ms [2022-04-17 08:35:19 main:574] : INFO : Epoch 1882 | loss: 0.0310995 | val_loss: 0.0311885 | Time: 1342.67 ms [2022-04-17 08:35:21 main:574] : INFO : Epoch 1883 | loss: 0.031099 | val_loss: 0.0311822 | Time: 1170.07 ms [2022-04-17 08:35:22 main:574] : INFO : Epoch 1884 | loss: 0.031097 | val_loss: 0.0311871 | Time: 1356.25 ms [2022-04-17 08:35:23 main:574] : INFO : Epoch 1885 | loss: 0.0310973 | val_loss: 0.0311892 | Time: 1374.39 ms [2022-04-17 08:35:25 main:574] : INFO : Epoch 1886 | loss: 0.0310939 | val_loss: 0.0311922 | Time: 1182.17 ms [2022-04-17 08:35:26 main:574] : INFO : Epoch 1887 | loss: 0.0310963 | val_loss: 0.0311794 | Time: 1325.5 ms [2022-04-17 08:35:28 main:574] : INFO : Epoch 1888 | loss: 0.031096 | val_loss: 0.0311837 | Time: 1389.34 ms [2022-04-17 08:35:29 main:574] : INFO : Epoch 1889 | loss: 0.0310979 | val_loss: 0.0311848 | Time: 1219.8 ms [2022-04-17 08:35:30 main:574] : INFO : Epoch 1890 | loss: 0.0310985 | val_loss: 0.0311837 | Time: 1271.42 ms [2022-04-17 08:35:32 main:574] : INFO : Epoch 1891 | loss: 0.0311015 | val_loss: 0.0311924 | Time: 1396.9 ms [2022-04-17 08:35:33 main:574] : INFO : Epoch 1892 | loss: 0.0310979 | val_loss: 0.0311788 | Time: 1205.36 ms [2022-04-17 08:35:34 main:574] : INFO : Epoch 1893 | loss: 0.0310965 | val_loss: 0.0311873 | Time: 1286.51 ms [2022-04-17 08:35:36 main:574] : INFO : Epoch 1894 | loss: 0.0310959 | val_loss: 0.0311877 | Time: 1398.75 ms [2022-04-17 08:35:37 main:574] : INFO : Epoch 1895 | loss: 0.0310939 | val_loss: 0.0311868 | Time: 1273.3 ms [2022-04-17 08:35:38 main:574] : INFO : Epoch 1896 | loss: 0.0310943 | val_loss: 0.031199 | Time: 1224.3 ms [2022-04-17 08:35:40 main:574] : INFO : Epoch 1897 | loss: 0.0310992 | val_loss: 0.0311765 | Time: 1388.21 ms [2022-04-17 08:35:41 main:574] : INFO : Epoch 1898 | loss: 0.0310966 | val_loss: 0.0311832 | Time: 1386.48 ms [2022-04-17 08:35:43 main:574] : INFO : Epoch 1899 | loss: 0.0310965 | val_loss: 0.031179 | Time: 1180.9 ms [2022-04-17 08:35:44 main:574] : INFO : Epoch 1900 | loss: 0.0311107 | val_loss: 0.031175 | Time: 1338.96 ms [2022-04-17 08:35:46 main:574] : INFO : Epoch 1901 | loss: 0.0311269 | val_loss: 0.0311728 | Time: 1394.62 ms [2022-04-17 08:35:47 main:574] : INFO : Epoch 1902 | loss: 0.0311287 | val_loss: 0.0311805 | Time: 1275.82 ms [2022-04-17 08:35:48 main:574] : INFO : Epoch 1903 | loss: 0.0311244 | val_loss: 0.0311758 | Time: 1244.56 ms [2022-04-17 08:35:50 main:574] : INFO : Epoch 1904 | loss: 0.0311172 | val_loss: 0.0311812 | Time: 1400.27 ms [2022-04-17 08:35:51 main:574] : INFO : Epoch 1905 | loss: 0.0311161 | val_loss: 0.0311826 | Time: 1332.45 ms [2022-04-17 08:35:53 main:574] : INFO : Epoch 1906 | loss: 0.031115 | val_loss: 0.031178 | Time: 1171.41 ms [2022-04-17 08:35:54 main:574] : INFO : Epoch 1907 | loss: 0.031115 | val_loss: 0.0311778 | Time: 1348.88 ms [2022-04-17 08:35:56 main:574] : INFO : Epoch 1908 | loss: 0.0311101 | val_loss: 0.0311781 | Time: 1368.46 ms [2022-04-17 08:35:57 main:574] : INFO : Epoch 1909 | loss: 0.031106 | val_loss: 0.0311831 | Time: 1201.67 ms [2022-04-17 08:35:58 main:574] : INFO : Epoch 1910 | loss: 0.0311039 | val_loss: 0.0311918 | Time: 1364.93 ms [2022-04-17 08:36:00 main:574] : INFO : Epoch 1911 | loss: 0.031106 | val_loss: 0.0311834 | Time: 1452.51 ms [2022-04-17 08:36:01 main:574] : INFO : Epoch 1912 | loss: 0.0311057 | val_loss: 0.0311804 | Time: 1266.63 ms [2022-04-17 08:36:03 main:574] : INFO : Epoch 1913 | loss: 0.0311039 | val_loss: 0.0311828 | Time: 1220.86 ms [2022-04-17 08:36:04 main:574] : INFO : Epoch 1914 | loss: 0.0311033 | val_loss: 0.0311802 | Time: 1377.16 ms [2022-04-17 08:36:06 main:574] : INFO : Epoch 1915 | loss: 0.0311017 | val_loss: 0.0311932 | Time: 1317.74 ms [2022-04-17 08:36:07 main:574] : INFO : Epoch 1916 | loss: 0.0310984 | val_loss: 0.0311874 | Time: 1164.66 ms [2022-04-17 08:36:08 main:574] : INFO : Epoch 1917 | loss: 0.0310988 | val_loss: 0.0311844 | Time: 1355.7 ms [2022-04-17 08:36:10 main:574] : INFO : Epoch 1918 | loss: 0.0310951 | val_loss: 0.0311955 | Time: 1347.25 ms [2022-04-17 08:36:11 main:574] : INFO : Epoch 1919 | loss: 0.0310942 | val_loss: 0.0311861 | Time: 1163.75 ms [2022-04-17 08:36:12 main:574] : INFO : Epoch 1920 | loss: 0.0310974 | val_loss: 0.0311886 | Time: 1343.57 ms [2022-04-17 08:36:14 main:574] : INFO : Epoch 1921 | loss: 0.0310966 | val_loss: 0.0311889 | Time: 1395.19 ms [2022-04-17 08:36:15 main:574] : INFO : Epoch 1922 | loss: 0.0311042 | val_loss: 0.0311758 | Time: 1172.96 ms [2022-04-17 08:36:16 main:574] : INFO : Epoch 1923 | loss: 0.0311057 | val_loss: 0.0311868 | Time: 1277.91 ms [2022-04-17 08:36:18 main:574] : INFO : Epoch 1924 | loss: 0.0311052 | val_loss: 0.03118 | Time: 1420.41 ms [2022-04-17 08:36:19 main:574] : INFO : Epoch 1925 | loss: 0.0311033 | val_loss: 0.031183 | Time: 1231.6 ms [2022-04-17 08:36:21 main:574] : INFO : Epoch 1926 | loss: 0.0311 | val_loss: 0.0311859 | Time: 1261.02 ms [2022-04-17 08:36:22 main:574] : INFO : Epoch 1927 | loss: 0.0310996 | val_loss: 0.0311888 | Time: 1379.43 ms [2022-04-17 08:36:23 main:574] : INFO : Epoch 1928 | loss: 0.0310961 | val_loss: 0.0311893 | Time: 1224.27 ms [2022-04-17 08:36:25 main:574] : INFO : Epoch 1929 | loss: 0.0310939 | val_loss: 0.031188 | Time: 1226.08 ms [2022-04-17 08:36:26 main:574] : INFO : Epoch 1930 | loss: 0.0310948 | val_loss: 0.0312012 | Time: 1390.11 ms [2022-04-17 08:36:28 main:574] : INFO : Epoch 1931 | loss: 0.0310933 | val_loss: 0.0311923 | Time: 1321.48 ms [2022-04-17 08:36:29 main:574] : INFO : Epoch 1932 | loss: 0.031101 | val_loss: 0.0311784 | Time: 1182.57 ms [2022-04-17 08:36:30 main:574] : INFO : Epoch 1933 | loss: 0.0311014 | val_loss: 0.0311827 | Time: 1378.42 ms [2022-04-17 08:36:32 main:574] : INFO : Epoch 1934 | loss: 0.0311008 | val_loss: 0.0311849 | Time: 1372.38 ms [2022-04-17 08:36:33 main:574] : INFO : Epoch 1935 | loss: 0.0311045 | val_loss: 0.0311794 | Time: 1182.36 ms [2022-04-17 08:36:35 main:574] : INFO : Epoch 1936 | loss: 0.0311076 | val_loss: 0.0311891 | Time: 1315.88 ms [2022-04-17 08:36:36 main:574] : INFO : Epoch 1937 | loss: 0.0311048 | val_loss: 0.0311808 | Time: 1360.85 ms [2022-04-17 08:36:37 main:574] : INFO : Epoch 1938 | loss: 0.0311074 | val_loss: 0.0311906 | Time: 1254.86 ms [2022-04-17 08:36:39 main:574] : INFO : Epoch 1939 | loss: 0.0311076 | val_loss: 0.0311802 | Time: 1242.37 ms [2022-04-17 08:36:40 main:574] : INFO : Epoch 1940 | loss: 0.0311076 | val_loss: 0.0311824 | Time: 1381.46 ms [2022-04-17 08:36:42 main:574] : INFO : Epoch 1941 | loss: 0.0311032 | val_loss: 0.0311815 | Time: 1361.86 ms [2022-04-17 08:36:43 main:574] : INFO : Epoch 1942 | loss: 0.0311004 | val_loss: 0.0311823 | Time: 1182.19 ms [2022-04-17 08:36:44 main:574] : INFO : Epoch 1943 | loss: 0.0310968 | val_loss: 0.031204 | Time: 1350.11 ms [2022-04-17 08:36:46 main:574] : INFO : Epoch 1944 | loss: 0.0310935 | val_loss: 0.0311893 | Time: 1377.76 ms [2022-04-17 08:36:47 main:574] : INFO : Epoch 1945 | loss: 0.0310931 | val_loss: 0.0311951 | Time: 1198.23 ms [2022-04-17 08:36:49 main:574] : INFO : Epoch 1946 | loss: 0.0310947 | val_loss: 0.0311981 | Time: 1304.13 ms [2022-04-17 08:36:50 main:574] : INFO : Epoch 1947 | loss: 0.0310972 | val_loss: 0.031196 | Time: 1405.96 ms [2022-04-17 08:36:52 main:574] : INFO : Epoch 1948 | loss: 0.031098 | val_loss: 0.0311911 | Time: 1286.66 ms [2022-04-17 08:36:53 main:574] : INFO : Epoch 1949 | loss: 0.0311018 | val_loss: 0.031182 | Time: 1236.83 ms [2022-04-17 08:36:54 main:574] : INFO : Epoch 1950 | loss: 0.0311052 | val_loss: 0.0311863 | Time: 1399.57 ms [2022-04-17 08:36:56 main:574] : INFO : Epoch 1951 | loss: 0.0311039 | val_loss: 0.0311836 | Time: 1382.19 ms [2022-04-17 08:36:57 main:574] : INFO : Epoch 1952 | loss: 0.0311028 | val_loss: 0.031182 | Time: 1189.77 ms [2022-04-17 08:36:59 main:574] : INFO : Epoch 1953 | loss: 0.0311058 | val_loss: 0.0311903 | Time: 1375.05 ms [2022-04-17 08:37:00 main:574] : INFO : Epoch 1954 | loss: 0.031104 | val_loss: 0.0311921 | Time: 1444.2 ms [2022-04-17 08:37:02 main:574] : INFO : Epoch 1955 | loss: 0.0311036 | val_loss: 0.0311861 | Time: 1270.13 ms [2022-04-17 08:37:03 main:574] : INFO : Epoch 1956 | loss: 0.0311018 | val_loss: 0.0312072 | Time: 1220 ms [2022-04-17 08:37:04 main:574] : INFO : Epoch 1957 | loss: 0.0310986 | val_loss: 0.0311913 | Time: 1387.75 ms [2022-04-17 08:37:06 main:574] : INFO : Epoch 1958 | loss: 0.031102 | val_loss: 0.0311775 | Time: 1304.71 ms [2022-04-17 08:37:07 main:574] : INFO : Epoch 1959 | loss: 0.0311028 | val_loss: 0.0311943 | Time: 1184.63 ms [2022-04-17 08:37:09 main:574] : INFO : Epoch 1960 | loss: 0.0310992 | val_loss: 0.0311814 | Time: 1370.06 ms [2022-04-17 08:37:10 main:574] : INFO : Epoch 1961 | loss: 0.031097 | val_loss: 0.0311876 | Time: 1358.97 ms [2022-04-17 08:37:11 main:574] : INFO : Epoch 1962 | loss: 0.0311023 | val_loss: 0.0311782 | Time: 1183.91 ms [2022-04-17 08:37:13 main:574] : INFO : Epoch 1963 | loss: 0.0311019 | val_loss: 0.0311832 | Time: 1294.99 ms [2022-04-17 08:37:14 main:574] : INFO : Epoch 1964 | loss: 0.0311094 | val_loss: 0.0311916 | Time: 1358.22 ms [2022-04-17 08:37:16 main:574] : INFO : Epoch 1965 | loss: 0.0311125 | val_loss: 0.0311809 | Time: 1217.75 ms [2022-04-17 08:37:17 main:574] : INFO : Epoch 1966 | loss: 0.0311115 | val_loss: 0.0311819 | Time: 1264.12 ms [2022-04-17 08:37:19 main:574] : INFO : Epoch 1967 | loss: 0.0311329 | val_loss: 0.0311742 | Time: 1361.49 ms [2022-04-17 08:37:20 main:574] : INFO : Epoch 1968 | loss: 0.0311344 | val_loss: 0.0311814 | Time: 1327.25 ms [2022-04-17 08:37:21 main:574] : INFO : Epoch 1969 | loss: 0.0311268 | val_loss: 0.0311794 | Time: 1170.16 ms [2022-04-17 08:37:23 main:574] : INFO : Epoch 1970 | loss: 0.0311232 | val_loss: 0.0311815 | Time: 1330.65 ms [2022-04-17 08:37:24 main:574] : INFO : Epoch 1971 | loss: 0.0311242 | val_loss: 0.031176 | Time: 1370.74 ms [2022-04-17 08:37:25 main:574] : INFO : Epoch 1972 | loss: 0.0311258 | val_loss: 0.0311776 | Time: 1164.34 ms [2022-04-17 08:37:27 main:574] : INFO : Epoch 1973 | loss: 0.031124 | val_loss: 0.0311782 | Time: 1328.89 ms [2022-04-17 08:37:28 main:574] : INFO : Epoch 1974 | loss: 0.0311189 | val_loss: 0.0311822 | Time: 1389.46 ms [2022-04-17 08:37:30 main:574] : INFO : Epoch 1975 | loss: 0.0311164 | val_loss: 0.0311766 | Time: 1208.54 ms [2022-04-17 08:37:31 main:574] : INFO : Epoch 1976 | loss: 0.0311165 | val_loss: 0.0311766 | Time: 1280.31 ms [2022-04-17 08:37:32 main:574] : INFO : Epoch 1977 | loss: 0.0311177 | val_loss: 0.0311721 | Time: 1377.47 ms [2022-04-17 08:37:34 main:574] : INFO : Epoch 1978 | loss: 0.0311143 | val_loss: 0.0311835 | Time: 1241.34 ms [2022-04-17 08:37:35 main:574] : INFO : Epoch 1979 | loss: 0.0311106 | val_loss: 0.0311732 | Time: 1226.41 ms [2022-04-17 08:37:37 main:574] : INFO : Epoch 1980 | loss: 0.0311123 | val_loss: 0.0311745 | Time: 1361.3 ms [2022-04-17 08:37:38 main:574] : INFO : Epoch 1981 | loss: 0.0311115 | val_loss: 0.0311752 | Time: 1298.55 ms [2022-04-17 08:37:39 main:574] : INFO : Epoch 1982 | loss: 0.0311126 | val_loss: 0.031176 | Time: 1168.96 ms [2022-04-17 08:37:41 main:574] : INFO : Epoch 1983 | loss: 0.0311358 | val_loss: 0.0311665 | Time: 1431.94 ms [2022-04-17 08:37:42 main:574] : INFO : Epoch 1984 | loss: 0.031141 | val_loss: 0.0311651 | Time: 1374.64 ms [2022-04-17 08:37:43 main:574] : INFO : Epoch 1985 | loss: 0.0311334 | val_loss: 0.0311643 | Time: 1173.08 ms [2022-04-17 08:37:45 main:574] : INFO : Epoch 1986 | loss: 0.0311322 | val_loss: 0.0311741 | Time: 1378.22 ms [2022-04-17 08:37:46 main:574] : INFO : Epoch 1987 | loss: 0.0311295 | val_loss: 0.0311718 | Time: 1399.53 ms [2022-04-17 08:37:48 main:574] : INFO : Epoch 1988 | loss: 0.0311282 | val_loss: 0.0311711 | Time: 1202.63 ms [2022-04-17 08:37:49 main:574] : INFO : Epoch 1989 | loss: 0.0311253 | val_loss: 0.0311751 | Time: 1280.01 ms [2022-04-17 08:37:51 main:574] : INFO : Epoch 1990 | loss: 0.0311236 | val_loss: 0.031169 | Time: 1393 ms [2022-04-17 08:37:52 main:574] : INFO : Epoch 1991 | loss: 0.0311251 | val_loss: 0.0311778 | Time: 1300.58 ms [2022-04-17 08:37:53 main:574] : INFO : Epoch 1992 | loss: 0.0311254 | val_loss: 0.0311758 | Time: 1276.66 ms [2022-04-17 08:37:55 main:574] : INFO : Epoch 1993 | loss: 0.0311232 | val_loss: 0.0311723 | Time: 1407.09 ms [2022-04-17 08:37:56 main:574] : INFO : Epoch 1994 | loss: 0.0311207 | val_loss: 0.0311782 | Time: 1286.62 ms [2022-04-17 08:37:57 main:574] : INFO : Epoch 1995 | loss: 0.0311198 | val_loss: 0.0311774 | Time: 1214.08 ms [2022-04-17 08:37:59 main:574] : INFO : Epoch 1996 | loss: 0.0311192 | val_loss: 0.0311792 | Time: 1385.16 ms [2022-04-17 08:38:00 main:574] : INFO : Epoch 1997 | loss: 0.0311187 | val_loss: 0.0311743 | Time: 1501.14 ms [2022-04-17 08:38:02 main:574] : INFO : Epoch 1998 | loss: 0.0311155 | val_loss: 0.0311803 | Time: 1181.45 ms [2022-04-17 08:38:03 main:574] : INFO : Epoch 1999 | loss: 0.0311133 | val_loss: 0.0311799 | Time: 1339.1 ms [2022-04-17 08:38:04 main:574] : INFO : Epoch 2000 | loss: 0.0311139 | val_loss: 0.0311812 | Time: 1311.07 ms [2022-04-17 08:38:05 main:574] : INFO : Epoch 2001 | loss: 0.0311141 | val_loss: 0.0311775 | Time: 1213.91 ms [2022-04-17 08:38:07 main:574] : INFO : Epoch 2002 | loss: 0.0311155 | val_loss: 0.0311765 | Time: 1372.76 ms [2022-04-17 08:38:08 main:574] : INFO : Epoch 2003 | loss: 0.0311117 | val_loss: 0.0311896 | Time: 1314.69 ms [2022-04-17 08:38:10 main:574] : INFO : Epoch 2004 | loss: 0.0311086 | val_loss: 0.0311802 | Time: 1171.4 ms [2022-04-17 08:38:11 main:574] : INFO : Epoch 2005 | loss: 0.0311085 | val_loss: 0.0311844 | Time: 1355.7 ms [2022-04-17 08:38:13 main:574] : INFO : Epoch 2006 | loss: 0.0311044 | val_loss: 0.0311864 | Time: 1399.71 ms [2022-04-17 08:38:14 main:574] : INFO : Epoch 2007 | loss: 0.0311053 | val_loss: 0.0311785 | Time: 1215.1 ms [2022-04-17 08:38:15 main:574] : INFO : Epoch 2008 | loss: 0.0311091 | val_loss: 0.0311855 | Time: 1290.07 ms [2022-04-17 08:38:17 main:574] : INFO : Epoch 2009 | loss: 0.0311059 | val_loss: 0.0311847 | Time: 1367.29 ms [2022-04-17 08:38:18 main:574] : INFO : Epoch 2010 | loss: 0.0311054 | val_loss: 0.031185 | Time: 1254.7 ms [2022-04-17 08:38:19 main:574] : INFO : Epoch 2011 | loss: 0.0311039 | val_loss: 0.0311854 | Time: 1229.02 ms [2022-04-17 08:38:21 main:574] : INFO : Epoch 2012 | loss: 0.0311102 | val_loss: 0.031176 | Time: 1353.55 ms [2022-04-17 08:38:22 main:574] : INFO : Epoch 2013 | loss: 0.0311086 | val_loss: 0.0311895 | Time: 1312.82 ms [2022-04-17 08:38:24 main:574] : INFO : Epoch 2014 | loss: 0.0311114 | val_loss: 0.0311756 | Time: 1174.88 ms [2022-04-17 08:38:25 main:574] : INFO : Epoch 2015 | loss: 0.0311126 | val_loss: 0.0311944 | Time: 1339.27 ms [2022-04-17 08:38:27 main:574] : INFO : Epoch 2016 | loss: 0.0311097 | val_loss: 0.0311855 | Time: 1365.42 ms [2022-04-17 08:38:28 main:574] : INFO : Epoch 2017 | loss: 0.0311098 | val_loss: 0.0311766 | Time: 1187.23 ms [2022-04-17 08:38:29 main:574] : INFO : Epoch 2018 | loss: 0.0311107 | val_loss: 0.0311824 | Time: 1297.36 ms [2022-04-17 08:38:31 main:574] : INFO : Epoch 2019 | loss: 0.0311072 | val_loss: 0.0311824 | Time: 1389.4 ms [2022-04-17 08:38:32 main:574] : INFO : Epoch 2020 | loss: 0.0311064 | val_loss: 0.0311881 | Time: 1226.33 ms [2022-04-17 08:38:33 main:574] : INFO : Epoch 2021 | loss: 0.0311104 | val_loss: 0.031185 | Time: 1276.63 ms [2022-04-17 08:38:35 main:574] : INFO : Epoch 2022 | loss: 0.0311071 | val_loss: 0.0311819 | Time: 1375.69 ms [2022-04-17 08:38:36 main:574] : INFO : Epoch 2023 | loss: 0.0311035 | val_loss: 0.0311767 | Time: 1261.3 ms [2022-04-17 08:38:38 main:574] : INFO : Epoch 2024 | loss: 0.0311008 | val_loss: 0.0311908 | Time: 1206.49 ms [2022-04-17 08:38:39 main:574] : INFO : Epoch 2025 | loss: 0.0310987 | val_loss: 0.0311894 | Time: 1400.93 ms [2022-04-17 08:38:41 main:574] : INFO : Epoch 2026 | loss: 0.031096 | val_loss: 0.031192 | Time: 1360.2 ms [2022-04-17 08:38:42 main:574] : INFO : Epoch 2027 | loss: 0.0310977 | val_loss: 0.0311888 | Time: 1207.48 ms [2022-04-17 08:38:43 main:574] : INFO : Epoch 2028 | loss: 0.0311021 | val_loss: 0.0311849 | Time: 1312.03 ms [2022-04-17 08:38:45 main:574] : INFO : Epoch 2029 | loss: 0.0311028 | val_loss: 0.031179 | Time: 1397.15 ms [2022-04-17 08:38:46 main:574] : INFO : Epoch 2030 | loss: 0.0311056 | val_loss: 0.0311758 | Time: 1247.61 ms [2022-04-17 08:38:48 main:574] : INFO : Epoch 2031 | loss: 0.0311061 | val_loss: 0.0311829 | Time: 1272.89 ms [2022-04-17 08:38:49 main:574] : INFO : Epoch 2032 | loss: 0.0311037 | val_loss: 0.0311773 | Time: 1375.27 ms [2022-04-17 08:38:50 main:574] : INFO : Epoch 2033 | loss: 0.0311012 | val_loss: 0.0311861 | Time: 1298.32 ms [2022-04-17 08:38:52 main:574] : INFO : Epoch 2034 | loss: 0.0311033 | val_loss: 0.0311982 | Time: 1210.44 ms [2022-04-17 08:38:53 main:574] : INFO : Epoch 2035 | loss: 0.0311064 | val_loss: 0.0311959 | Time: 1388.31 ms [2022-04-17 08:38:55 main:574] : INFO : Epoch 2036 | loss: 0.031105 | val_loss: 0.0311919 | Time: 1362.32 ms [2022-04-17 08:38:56 main:574] : INFO : Epoch 2037 | loss: 0.0311031 | val_loss: 0.0311944 | Time: 1186.31 ms [2022-04-17 08:38:57 main:574] : INFO : Epoch 2038 | loss: 0.0311028 | val_loss: 0.0311899 | Time: 1335.33 ms [2022-04-17 08:38:59 main:574] : INFO : Epoch 2039 | loss: 0.0311054 | val_loss: 0.0311952 | Time: 1385.37 ms [2022-04-17 08:39:00 main:574] : INFO : Epoch 2040 | loss: 0.0311011 | val_loss: 0.0311828 | Time: 1228.04 ms [2022-04-17 08:39:02 main:574] : INFO : Epoch 2041 | loss: 0.0310996 | val_loss: 0.0311966 | Time: 1279.91 ms [2022-04-17 08:39:03 main:574] : INFO : Epoch 2042 | loss: 0.0310966 | val_loss: 0.0311944 | Time: 1416.77 ms [2022-04-17 08:39:05 main:574] : INFO : Epoch 2043 | loss: 0.0310979 | val_loss: 0.0311935 | Time: 1358 ms [2022-04-17 08:39:06 main:574] : INFO : Epoch 2044 | loss: 0.0310955 | val_loss: 0.031191 | Time: 1180.77 ms [2022-04-17 08:39:07 main:574] : INFO : Epoch 2045 | loss: 0.0310953 | val_loss: 0.0311934 | Time: 1359.35 ms [2022-04-17 08:39:09 main:574] : INFO : Epoch 2046 | loss: 0.0310981 | val_loss: 0.0311939 | Time: 1393.67 ms [2022-04-17 08:39:10 main:574] : INFO : Epoch 2047 | loss: 0.0310934 | val_loss: 0.0311994 | Time: 1202.37 ms [2022-04-17 08:39:12 main:574] : INFO : Epoch 2048 | loss: 0.0310953 | val_loss: 0.0311825 | Time: 1307.47 ms [2022-04-17 08:39:12 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311825 [2022-04-17 08:39:12 main:603] : INFO : Saving end state to config to file [2022-04-17 08:39:12 main:608] : INFO : Success, exiting.. 08:39:12 (18664): 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)