Task 14623231
| Name | ParityModified-1647041167-23511-3-0_1 |
| Workunit | 11406206 |
| Created | 17 Apr 2022, 19:59:14 UTC |
| Sent | 17 Apr 2022, 19:59:46 UTC |
| Report deadline | 25 Apr 2022, 19:59:46 UTC |
| Received | 24 Apr 2022, 5:28:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7122 |
| Run time | 48 min 53 sec |
| CPU time | 48 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,381.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 022-04-24 15:13:09 main:574] : INFO : Epoch 1606 | loss: 0.0311977 | val_loss: 0.0312036 | Time: 1428.22 ms [2022-04-24 15:13:11 main:574] : INFO : Epoch 1607 | loss: 0.0312133 | val_loss: 0.0312109 | Time: 1412.14 ms [2022-04-24 15:13:12 main:574] : INFO : Epoch 1608 | loss: 0.0312146 | val_loss: 0.031203 | Time: 1402.25 ms [2022-04-24 15:13:14 main:574] : INFO : Epoch 1609 | loss: 0.0312081 | val_loss: 0.0312115 | Time: 1406.84 ms [2022-04-24 15:13:15 main:574] : INFO : Epoch 1610 | loss: 0.0312127 | val_loss: 0.0312071 | Time: 1408.82 ms [2022-04-24 15:13:17 main:574] : INFO : Epoch 1611 | loss: 0.0312094 | val_loss: 0.0312098 | Time: 1398.26 ms [2022-04-24 15:13:18 main:574] : INFO : Epoch 1612 | loss: 0.0312102 | val_loss: 0.0312029 | Time: 1412.47 ms [2022-04-24 15:13:19 main:574] : INFO : Epoch 1613 | loss: 0.0312073 | val_loss: 0.0312026 | Time: 1430.3 ms [2022-04-24 15:13:21 main:574] : INFO : Epoch 1614 | loss: 0.0312072 | val_loss: 0.0312018 | Time: 1388.83 ms [2022-04-24 15:13:22 main:574] : INFO : Epoch 1615 | loss: 0.0312067 | val_loss: 0.031201 | Time: 1418.16 ms [2022-04-24 15:13:24 main:574] : INFO : Epoch 1616 | loss: 0.0312057 | val_loss: 0.0312017 | Time: 1400.97 ms [2022-04-24 15:13:25 main:574] : INFO : Epoch 1617 | loss: 0.0312071 | val_loss: 0.0312069 | Time: 1387.24 ms [2022-04-24 15:13:26 main:574] : INFO : Epoch 1618 | loss: 0.0312088 | val_loss: 0.0312066 | Time: 1400.92 ms [2022-04-24 15:13:28 main:574] : INFO : Epoch 1619 | loss: 0.0312061 | val_loss: 0.031201 | Time: 1433.36 ms [2022-04-24 15:13:29 main:574] : INFO : Epoch 1620 | loss: 0.0312051 | val_loss: 0.0312007 | Time: 1401.38 ms [2022-04-24 15:13:31 main:574] : INFO : Epoch 1621 | loss: 0.0312054 | val_loss: 0.0312037 | Time: 1378.71 ms [2022-04-24 15:13:32 main:574] : INFO : Epoch 1622 | loss: 0.0312071 | val_loss: 0.0312015 | Time: 1415.34 ms [2022-04-24 15:13:34 main:574] : INFO : Epoch 1623 | loss: 0.0312044 | val_loss: 0.0312012 | Time: 1433.98 ms [2022-04-24 15:13:35 main:574] : INFO : Epoch 1624 | loss: 0.0312051 | val_loss: 0.0311995 | Time: 1377.22 ms [2022-04-24 15:13:36 main:574] : INFO : Epoch 1625 | loss: 0.0312047 | val_loss: 0.0312006 | Time: 1433.37 ms [2022-04-24 15:13:38 main:574] : INFO : Epoch 1626 | loss: 0.0312054 | val_loss: 0.0312056 | Time: 1406.35 ms [2022-04-24 15:13:39 main:574] : INFO : Epoch 1627 | loss: 0.0312048 | val_loss: 0.0312 | Time: 1446.67 ms [2022-04-24 15:13:41 main:574] : INFO : Epoch 1628 | loss: 0.0312034 | val_loss: 0.0312004 | Time: 1397.68 ms [2022-04-24 15:13:42 main:574] : INFO : Epoch 1629 | loss: 0.0312023 | val_loss: 0.0311994 | Time: 1440.25 ms [2022-04-24 15:13:44 main:574] : INFO : Epoch 1630 | loss: 0.0312026 | val_loss: 0.0311992 | Time: 1348.94 ms [2022-04-24 15:13:45 main:574] : INFO : Epoch 1631 | loss: 0.031203 | val_loss: 0.0311999 | Time: 1410.39 ms [2022-04-24 15:13:46 main:574] : INFO : Epoch 1632 | loss: 0.0312027 | val_loss: 0.0312004 | Time: 1403 ms [2022-04-24 15:13:48 main:574] : INFO : Epoch 1633 | loss: 0.0312013 | val_loss: 0.0312 | Time: 1496.5 ms [2022-04-24 15:13:49 main:574] : INFO : Epoch 1634 | loss: 0.0312019 | val_loss: 0.0311984 | Time: 1415.32 ms [2022-04-24 15:13:51 main:574] : INFO : Epoch 1635 | loss: 0.0312022 | val_loss: 0.0312008 | Time: 1397.69 ms [2022-04-24 15:13:52 main:574] : INFO : Epoch 1636 | loss: 0.0312045 | val_loss: 0.0312036 | Time: 1426.45 ms [2022-04-24 15:13:54 main:574] : INFO : Epoch 1637 | loss: 0.0312068 | val_loss: 0.0312042 | Time: 1407.25 ms [2022-04-24 15:13:55 main:574] : INFO : Epoch 1638 | loss: 0.031204 | val_loss: 0.0312004 | Time: 1398.98 ms [2022-04-24 15:13:56 main:574] : INFO : Epoch 1639 | loss: 0.0312045 | val_loss: 0.031202 | Time: 1383.18 ms [2022-04-24 15:13:58 main:574] : INFO : Epoch 1640 | loss: 0.0312033 | val_loss: 0.0312046 | Time: 1407 ms [2022-04-24 15:13:59 main:574] : INFO : Epoch 1641 | loss: 0.0312035 | val_loss: 0.0311983 | Time: 1404.03 ms [2022-04-24 15:14:01 main:574] : INFO : Epoch 1642 | loss: 0.0312011 | val_loss: 0.0311983 | Time: 1394.69 ms [2022-04-24 15:14:02 main:574] : INFO : Epoch 1643 | loss: 0.0312007 | val_loss: 0.0312006 | Time: 1415.93 ms [2022-04-24 15:14:04 main:574] : INFO : Epoch 1644 | loss: 0.0312006 | val_loss: 0.0311991 | Time: 1432.6 ms [2022-04-24 15:14:05 main:574] : INFO : Epoch 1645 | loss: 0.0312001 | val_loss: 0.0311992 | Time: 1421.75 ms [2022-04-24 15:14:06 main:574] : INFO : Epoch 1646 | loss: 0.0312002 | val_loss: 0.0311993 | Time: 1410.72 ms [2022-04-24 15:14:08 main:574] : INFO : Epoch 1647 | loss: 0.0311998 | val_loss: 0.0311997 | Time: 1417.38 ms [2022-04-24 15:14:09 main:574] : INFO : Epoch 1648 | loss: 0.0312 | val_loss: 0.0312012 | Time: 1366.68 ms [2022-04-24 15:14:11 main:574] : INFO : Epoch 1649 | loss: 0.0312026 | val_loss: 0.0312154 | Time: 1410.48 ms [2022-04-24 15:14:12 main:574] : INFO : Epoch 1650 | loss: 0.0312052 | val_loss: 0.0312057 | Time: 1404.43 ms [2022-04-24 15:14:13 main:574] : INFO : Epoch 1651 | loss: 0.0312009 | val_loss: 0.0311975 | Time: 1435.88 ms [2022-04-24 15:14:15 main:574] : INFO : Epoch 1652 | loss: 0.0311988 | val_loss: 0.0311978 | Time: 1390.4 ms [2022-04-24 15:14:16 main:574] : INFO : Epoch 1653 | loss: 0.0311994 | val_loss: 0.0312009 | Time: 1390.65 ms [2022-04-24 15:14:18 main:574] : INFO : Epoch 1654 | loss: 0.0312 | val_loss: 0.0311986 | Time: 1411.08 ms [2022-04-24 15:14:19 main:574] : INFO : Epoch 1655 | loss: 0.031199 | val_loss: 0.0311973 | Time: 1407.58 ms [2022-04-24 15:14:21 main:574] : INFO : Epoch 1656 | loss: 0.0311984 | val_loss: 0.0311985 | Time: 1389.5 ms [2022-04-24 15:14:22 main:574] : INFO : Epoch 1657 | loss: 0.0311984 | val_loss: 0.031198 | Time: 1399.44 ms [2022-04-24 15:14:23 main:574] : INFO : Epoch 1658 | loss: 0.0311982 | val_loss: 0.0312003 | Time: 1400 ms [2022-04-24 15:14:25 main:574] : INFO : Epoch 1659 | loss: 0.0312009 | val_loss: 0.031199 | Time: 1399.8 ms [2022-04-24 15:14:26 main:574] : INFO : Epoch 1660 | loss: 0.0312009 | val_loss: 0.0312032 | Time: 1391.46 ms [2022-04-24 15:14:28 main:574] : INFO : Epoch 1661 | loss: 0.031198 | val_loss: 0.0311971 | Time: 1422.85 ms [2022-04-24 15:14:29 main:574] : INFO : Epoch 1662 | loss: 0.0311978 | val_loss: 0.0311979 | Time: 1410.59 ms [2022-04-24 15:14:30 main:574] : INFO : Epoch 1663 | loss: 0.0311981 | val_loss: 0.0311998 | Time: 1394.67 ms [2022-04-24 15:14:32 main:574] : INFO : Epoch 1664 | loss: 0.0311983 | val_loss: 0.0311985 | Time: 1409.47 ms [2022-04-24 15:14:33 main:574] : INFO : Epoch 1665 | loss: 0.031197 | val_loss: 0.0311964 | Time: 1414.03 ms [2022-04-24 15:14:35 main:574] : INFO : Epoch 1666 | loss: 0.0311983 | val_loss: 0.0311964 | Time: 1419.14 ms [2022-04-24 15:14:36 main:574] : INFO : Epoch 1667 | loss: 0.0311997 | val_loss: 0.0311964 | Time: 1428.19 ms [2022-04-24 15:14:38 main:574] : INFO : Epoch 1668 | loss: 0.0312001 | val_loss: 0.0311962 | Time: 1411.4 ms [2022-04-24 15:14:39 main:574] : INFO : Epoch 1669 | loss: 0.0311972 | val_loss: 0.0311962 | Time: 1390.59 ms [2022-04-24 15:14:40 main:574] : INFO : Epoch 1670 | loss: 0.0311974 | val_loss: 0.0311981 | Time: 1416.59 ms [2022-04-24 15:14:42 main:574] : INFO : Epoch 1671 | loss: 0.031198 | val_loss: 0.0311967 | Time: 1402.61 ms [2022-04-24 15:14:43 main:574] : INFO : Epoch 1672 | loss: 0.0311983 | val_loss: 0.031199 | Time: 1418.03 ms [2022-04-24 15:14:45 main:574] : INFO : Epoch 1673 | loss: 0.0311988 | val_loss: 0.0311971 | Time: 1405.74 ms [2022-04-24 15:14:46 main:574] : INFO : Epoch 1674 | loss: 0.0311971 | val_loss: 0.0311957 | Time: 1409.9 ms [2022-04-24 15:14:48 main:574] : INFO : Epoch 1675 | loss: 0.0311988 | val_loss: 0.0311957 | Time: 1461.36 ms [2022-04-24 15:14:49 main:574] : INFO : Epoch 1676 | loss: 0.0311975 | val_loss: 0.0311954 | Time: 1429.5 ms [2022-04-24 15:14:50 main:574] : INFO : Epoch 1677 | loss: 0.0311969 | val_loss: 0.0312011 | Time: 1417.98 ms [2022-04-24 15:14:52 main:574] : INFO : Epoch 1678 | loss: 0.0311988 | val_loss: 0.031203 | Time: 1429.27 ms [2022-04-24 15:14:53 main:574] : INFO : Epoch 1679 | loss: 0.0311972 | val_loss: 0.0311997 | Time: 1438.7 ms [2022-04-24 15:14:55 main:574] : INFO : Epoch 1680 | loss: 0.0311985 | val_loss: 0.0312034 | Time: 1417.76 ms [2022-04-24 15:14:56 main:574] : INFO : Epoch 1681 | loss: 0.0311966 | val_loss: 0.0311979 | Time: 1429.21 ms [2022-04-24 15:14:58 main:574] : INFO : Epoch 1682 | loss: 0.0311955 | val_loss: 0.0311952 | Time: 1442.35 ms [2022-04-24 15:14:59 main:574] : INFO : Epoch 1683 | loss: 0.0312006 | val_loss: 0.0311975 | Time: 1425.16 ms [2022-04-24 15:15:00 main:574] : INFO : Epoch 1684 | loss: 0.0311983 | val_loss: 0.0311993 | Time: 1437.75 ms [2022-04-24 15:15:02 main:574] : INFO : Epoch 1685 | loss: 0.0311965 | val_loss: 0.0311954 | Time: 1397.07 ms [2022-04-24 15:15:03 main:574] : INFO : Epoch 1686 | loss: 0.0311954 | val_loss: 0.031196 | Time: 1421.96 ms [2022-04-24 15:15:05 main:574] : INFO : Epoch 1687 | loss: 0.0311969 | val_loss: 0.0312025 | Time: 1398.12 ms [2022-04-24 15:15:06 main:574] : INFO : Epoch 1688 | loss: 0.0311981 | val_loss: 0.031195 | Time: 1416 ms [2022-04-24 15:15:08 main:574] : INFO : Epoch 1689 | loss: 0.0311981 | val_loss: 0.0311968 | Time: 1388.52 ms [2022-04-24 15:15:09 main:574] : INFO : Epoch 1690 | loss: 0.0311963 | val_loss: 0.0311976 | Time: 1399.2 ms [2022-04-24 15:15:10 main:574] : INFO : Epoch 1691 | loss: 0.031195 | val_loss: 0.0311988 | Time: 1400.44 ms [2022-04-24 15:15:12 main:574] : INFO : Epoch 1692 | loss: 0.0311962 | val_loss: 0.0311957 | Time: 1411.39 ms [2022-04-24 15:15:13 main:574] : INFO : Epoch 1693 | loss: 0.0311955 | val_loss: 0.031195 | Time: 1425.44 ms [2022-04-24 15:15:15 main:574] : INFO : Epoch 1694 | loss: 0.0311946 | val_loss: 0.0311958 | Time: 1393.85 ms [2022-04-24 15:15:16 main:574] : INFO : Epoch 1695 | loss: 0.0311953 | val_loss: 0.0311989 | Time: 1402.71 ms [2022-04-24 15:15:18 main:574] : INFO : Epoch 1696 | loss: 0.0312024 | val_loss: 0.0311961 | Time: 1446.87 ms [2022-04-24 15:15:19 main:574] : INFO : Epoch 1697 | loss: 0.0312016 | val_loss: 0.0311969 | Time: 1395.72 ms [2022-04-24 15:15:20 main:574] : INFO : Epoch 1698 | loss: 0.031196 | val_loss: 0.0312004 | Time: 1391.99 ms [2022-04-24 15:15:22 main:574] : INFO : Epoch 1699 | loss: 0.031197 | val_loss: 0.0311947 | Time: 1410.5 ms [2022-04-24 15:15:23 main:574] : INFO : Epoch 1700 | loss: 0.0311944 | val_loss: 0.0311948 | Time: 1405.68 ms [2022-04-24 15:15:25 main:574] : INFO : Epoch 1701 | loss: 0.0311939 | val_loss: 0.031196 | Time: 1436.05 ms [2022-04-24 15:15:26 main:574] : INFO : Epoch 1702 | loss: 0.0311948 | val_loss: 0.0311956 | Time: 1412.34 ms [2022-04-24 15:15:28 main:574] : INFO : Epoch 1703 | loss: 0.0311943 | val_loss: 0.0311946 | Time: 1422.74 ms [2022-04-24 15:15:29 main:574] : INFO : Epoch 1704 | loss: 0.031195 | val_loss: 0.0311941 | Time: 1384.74 ms [2022-04-24 15:15:30 main:574] : INFO : Epoch 1705 | loss: 0.0311962 | val_loss: 0.0311959 | Time: 1379.75 ms [2022-04-24 15:15:32 main:574] : INFO : Epoch 1706 | loss: 0.031196 | val_loss: 0.0311941 | Time: 1440.81 ms [2022-04-24 15:15:33 main:574] : INFO : Epoch 1707 | loss: 0.0311935 | val_loss: 0.0311939 | Time: 1424.01 ms [2022-04-24 15:15:35 main:574] : INFO : Epoch 1708 | loss: 0.0311938 | val_loss: 0.0311939 | Time: 1446.75 ms [2022-04-24 15:15:36 main:574] : INFO : Epoch 1709 | loss: 0.0311954 | val_loss: 0.0311973 | Time: 1418.38 ms [2022-04-24 15:15:37 main:574] : INFO : Epoch 1710 | loss: 0.0311961 | val_loss: 0.0311937 | Time: 1380.24 ms [2022-04-24 15:15:39 main:574] : INFO : Epoch 1711 | loss: 0.0311965 | val_loss: 0.0311982 | Time: 1376.62 ms [2022-04-24 15:15:40 main:574] : INFO : Epoch 1712 | loss: 0.0311993 | val_loss: 0.0311935 | Time: 1455.68 ms [2022-04-24 15:15:42 main:574] : INFO : Epoch 1713 | loss: 0.031197 | val_loss: 0.0312012 | Time: 1418.33 ms [2022-04-24 15:15:43 main:574] : INFO : Epoch 1714 | loss: 0.0311942 | val_loss: 0.0311939 | Time: 1435.51 ms [2022-04-24 15:15:45 main:574] : INFO : Epoch 1715 | loss: 0.0311934 | val_loss: 0.0311938 | Time: 1460.8 ms [2022-04-24 15:15:46 main:574] : INFO : Epoch 1716 | loss: 0.0311938 | val_loss: 0.0311983 | Time: 1431.97 ms [2022-04-24 15:15:48 main:574] : INFO : Epoch 1717 | loss: 0.0311948 | val_loss: 0.0311948 | Time: 1428.35 ms [2022-04-24 15:15:49 main:574] : INFO : Epoch 1718 | loss: 0.031193 | val_loss: 0.0311957 | Time: 1413.71 ms [2022-04-24 15:15:50 main:574] : INFO : Epoch 1719 | loss: 0.0311955 | val_loss: 0.0311999 | Time: 1401.93 ms [2022-04-24 15:15:52 main:574] : INFO : Epoch 1720 | loss: 0.0311961 | val_loss: 0.0311942 | Time: 1434.49 ms [2022-04-24 15:15:53 main:574] : INFO : Epoch 1721 | loss: 0.0311946 | val_loss: 0.0311953 | Time: 1432.54 ms [2022-04-24 15:15:55 main:574] : INFO : Epoch 1722 | loss: 0.0311961 | val_loss: 0.0311948 | Time: 1397.13 ms [2022-04-24 15:15:56 main:574] : INFO : Epoch 1723 | loss: 0.031194 | val_loss: 0.0311938 | Time: 1398.26 ms [2022-04-24 15:15:58 main:574] : INFO : Epoch 1724 | loss: 0.0311942 | val_loss: 0.0311933 | Time: 1402.02 ms [2022-04-24 15:15:59 main:574] : INFO : Epoch 1725 | loss: 0.0311932 | val_loss: 0.0311949 | Time: 1392.5 ms [2022-04-24 15:16:00 main:574] : INFO : Epoch 1726 | loss: 0.0311934 | val_loss: 0.031194 | Time: 1450.22 ms [2022-04-24 15:16:02 main:574] : INFO : Epoch 1727 | loss: 0.0311942 | val_loss: 0.0311944 | Time: 1431.07 ms [2022-04-24 15:16:03 main:574] : INFO : Epoch 1728 | loss: 0.0311941 | val_loss: 0.0311931 | Time: 1430.22 ms [2022-04-24 15:16:05 main:574] : INFO : Epoch 1729 | loss: 0.0311953 | val_loss: 0.0311958 | Time: 1407.64 ms [2022-04-24 15:16:06 main:574] : INFO : Epoch 1730 | loss: 0.0311959 | val_loss: 0.0312007 | Time: 1382.51 ms [2022-04-24 15:16:08 main:574] : INFO : Epoch 1731 | loss: 0.0311942 | val_loss: 0.0311934 | Time: 1412.4 ms [2022-04-24 15:16:09 main:574] : INFO : Epoch 1732 | loss: 0.0311953 | val_loss: 0.0311932 | Time: 1392.68 ms [2022-04-24 15:16:10 main:574] : INFO : Epoch 1733 | loss: 0.0311957 | val_loss: 0.0311971 | Time: 1396.91 ms [2022-04-24 15:16:12 main:574] : INFO : Epoch 1734 | loss: 0.0311959 | val_loss: 0.0311983 | Time: 1396.24 ms [2022-04-24 15:16:13 main:574] : INFO : Epoch 1735 | loss: 0.0311951 | val_loss: 0.0311943 | Time: 1411.36 ms [2022-04-24 15:16:15 main:574] : INFO : Epoch 1736 | loss: 0.0311953 | val_loss: 0.0311941 | Time: 1394.72 ms [2022-04-24 15:16:16 main:574] : INFO : Epoch 1737 | loss: 0.0311944 | val_loss: 0.031193 | Time: 1404.58 ms [2022-04-24 15:16:17 main:574] : INFO : Epoch 1738 | loss: 0.0311954 | val_loss: 0.0311935 | Time: 1395.03 ms [2022-04-24 15:16:19 main:574] : INFO : Epoch 1739 | loss: 0.0311981 | val_loss: 0.0311955 | Time: 1412.69 ms [2022-04-24 15:16:20 main:574] : INFO : Epoch 1740 | loss: 0.0312005 | val_loss: 0.0312018 | Time: 1399.08 ms [2022-04-24 15:16:22 main:574] : INFO : Epoch 1741 | loss: 0.0311953 | val_loss: 0.0311992 | Time: 1425.84 ms [2022-04-24 15:16:23 main:574] : INFO : Epoch 1742 | loss: 0.0311958 | val_loss: 0.0311985 | Time: 1379.14 ms [2022-04-24 15:16:24 main:574] : INFO : Epoch 1743 | loss: 0.0311962 | val_loss: 0.0311971 | Time: 1406.34 ms [2022-04-24 15:16:26 main:574] : INFO : Epoch 1744 | loss: 0.0311955 | val_loss: 0.031197 | Time: 1394.66 ms [2022-04-24 15:16:27 main:574] : INFO : Epoch 1745 | loss: 0.0311933 | val_loss: 0.0311938 | Time: 1419.98 ms [2022-04-24 15:16:29 main:574] : INFO : Epoch 1746 | loss: 0.0311946 | val_loss: 0.0311954 | Time: 1409.29 ms [2022-04-24 15:16:30 main:574] : INFO : Epoch 1747 | loss: 0.0311928 | val_loss: 0.0311932 | Time: 1410.94 ms [2022-04-24 15:16:32 main:574] : INFO : Epoch 1748 | loss: 0.0311967 | val_loss: 0.0312078 | Time: 1423.26 ms [2022-04-24 15:16:33 main:574] : INFO : Epoch 1749 | loss: 0.0311965 | val_loss: 0.0311933 | Time: 1415.51 ms [2022-04-24 15:16:34 main:574] : INFO : Epoch 1750 | loss: 0.0311935 | val_loss: 0.0311985 | Time: 1490.22 ms [2022-04-24 15:16:36 main:574] : INFO : Epoch 1751 | loss: 0.031194 | val_loss: 0.0311942 | Time: 1408.13 ms [2022-04-24 15:16:37 main:574] : INFO : Epoch 1752 | loss: 0.0311956 | val_loss: 0.0311963 | Time: 1385.68 ms [2022-04-24 15:16:39 main:574] : INFO : Epoch 1753 | loss: 0.031194 | val_loss: 0.031195 | Time: 1364.86 ms [2022-04-24 15:16:40 main:574] : INFO : Epoch 1754 | loss: 0.0311938 | val_loss: 0.0311998 | Time: 1397.62 ms [2022-04-24 15:16:41 main:574] : INFO : Epoch 1755 | loss: 0.0311932 | val_loss: 0.0311943 | Time: 1395.76 ms [2022-04-24 15:16:43 main:574] : INFO : Epoch 1756 | loss: 0.0311937 | val_loss: 0.031193 | Time: 1383.41 ms [2022-04-24 15:16:44 main:574] : INFO : Epoch 1757 | loss: 0.0311922 | val_loss: 0.0311938 | Time: 1409.73 ms [2022-04-24 15:16:46 main:574] : INFO : Epoch 1758 | loss: 0.0311935 | val_loss: 0.031196 | Time: 1395.59 ms [2022-04-24 15:16:47 main:574] : INFO : Epoch 1759 | loss: 0.0311921 | val_loss: 0.0311936 | Time: 1432.18 ms [2022-04-24 15:16:49 main:574] : INFO : Epoch 1760 | loss: 0.0311925 | val_loss: 0.0311934 | Time: 1458.52 ms [2022-04-24 15:16:50 main:574] : INFO : Epoch 1761 | loss: 0.0311919 | val_loss: 0.0311951 | Time: 1415.27 ms [2022-04-24 15:16:51 main:574] : INFO : Epoch 1762 | loss: 0.0311922 | val_loss: 0.0311932 | Time: 1401.82 ms [2022-04-24 15:16:53 main:574] : INFO : Epoch 1763 | loss: 0.0311936 | val_loss: 0.0311931 | Time: 1371.25 ms [2022-04-24 15:16:54 main:574] : INFO : Epoch 1764 | loss: 0.031192 | val_loss: 0.0311955 | Time: 1385.21 ms [2022-04-24 15:16:56 main:574] : INFO : Epoch 1765 | loss: 0.0311932 | val_loss: 0.0311926 | Time: 1437.53 ms [2022-04-24 15:16:57 main:574] : INFO : Epoch 1766 | loss: 0.0311934 | val_loss: 0.0311951 | Time: 1401.13 ms [2022-04-24 15:16:58 main:574] : INFO : Epoch 1767 | loss: 0.031193 | val_loss: 0.0311931 | Time: 1395.38 ms [2022-04-24 15:17:00 main:574] : INFO : Epoch 1768 | loss: 0.0311918 | val_loss: 0.031195 | Time: 1423.96 ms [2022-04-24 15:17:01 main:574] : INFO : Epoch 1769 | loss: 0.0311917 | val_loss: 0.0311924 | Time: 1433.31 ms [2022-04-24 15:17:03 main:574] : INFO : Epoch 1770 | loss: 0.0311914 | val_loss: 0.0311992 | Time: 1412.91 ms [2022-04-24 15:17:04 main:574] : INFO : Epoch 1771 | loss: 0.0311948 | val_loss: 0.0311958 | Time: 1416.91 ms [2022-04-24 15:17:06 main:574] : INFO : Epoch 1772 | loss: 0.0311937 | val_loss: 0.031196 | Time: 1419.09 ms [2022-04-24 15:17:07 main:574] : INFO : Epoch 1773 | loss: 0.0311964 | val_loss: 0.0311946 | Time: 1404.88 ms [2022-04-24 15:17:08 main:574] : INFO : Epoch 1774 | loss: 0.0311965 | val_loss: 0.0312092 | Time: 1381.82 ms [2022-04-24 15:17:10 main:574] : INFO : Epoch 1775 | loss: 0.031201 | val_loss: 0.0312033 | Time: 1421.89 ms [2022-04-24 15:17:11 main:574] : INFO : Epoch 1776 | loss: 0.0311998 | val_loss: 0.0311939 | Time: 1394.47 ms [2022-04-24 15:17:13 main:574] : INFO : Epoch 1777 | loss: 0.0311951 | val_loss: 0.0311929 | Time: 1430.66 ms [2022-04-24 15:17:14 main:574] : INFO : Epoch 1778 | loss: 0.0311927 | val_loss: 0.0311949 | Time: 1427.24 ms [2022-04-24 15:17:16 main:574] : INFO : Epoch 1779 | loss: 0.0311914 | val_loss: 0.0311957 | Time: 1441.56 ms [2022-04-24 15:17:17 main:574] : INFO : Epoch 1780 | loss: 0.0311917 | val_loss: 0.0311946 | Time: 1423.45 ms [2022-04-24 15:17:19 main:574] : INFO : Epoch 1781 | loss: 0.0311916 | val_loss: 0.0311931 | Time: 1444.14 ms [2022-04-24 15:17:20 main:574] : INFO : Epoch 1782 | loss: 0.0311902 | val_loss: 0.0311929 | Time: 1400.03 ms [2022-04-24 15:17:21 main:574] : INFO : Epoch 1783 | loss: 0.0311915 | val_loss: 0.0311924 | Time: 1404.14 ms [2022-04-24 15:17:23 main:574] : INFO : Epoch 1784 | loss: 0.0311909 | val_loss: 0.0311933 | Time: 1410.97 ms [2022-04-24 15:17:24 main:574] : INFO : Epoch 1785 | loss: 0.0311924 | val_loss: 0.0311931 | Time: 1424.44 ms [2022-04-24 15:17:26 main:574] : INFO : Epoch 1786 | loss: 0.0311911 | val_loss: 0.0311931 | Time: 1411.54 ms [2022-04-24 15:17:27 main:574] : INFO : Epoch 1787 | loss: 0.0311931 | val_loss: 0.0312028 | Time: 1417.51 ms [2022-04-24 15:17:28 main:574] : INFO : Epoch 1788 | loss: 0.0311951 | val_loss: 0.031197 | Time: 1398.6 ms [2022-04-24 15:17:30 main:574] : INFO : Epoch 1789 | loss: 0.0311947 | val_loss: 0.0311969 | Time: 1398.4 ms [2022-04-24 15:17:31 main:574] : INFO : Epoch 1790 | loss: 0.0311956 | val_loss: 0.0311922 | Time: 1415 ms [2022-04-24 15:17:33 main:574] : INFO : Epoch 1791 | loss: 0.0311927 | val_loss: 0.0311982 | Time: 1400.15 ms [2022-04-24 15:17:34 main:574] : INFO : Epoch 1792 | loss: 0.0311923 | val_loss: 0.0311925 | Time: 1420.81 ms [2022-04-24 15:17:36 main:574] : INFO : Epoch 1793 | loss: 0.031191 | val_loss: 0.0311926 | Time: 1402.75 ms [2022-04-24 15:17:37 main:574] : INFO : Epoch 1794 | loss: 0.031194 | val_loss: 0.0311938 | Time: 1452.95 ms [2022-04-24 15:17:38 main:574] : INFO : Epoch 1795 | loss: 0.0311922 | val_loss: 0.0311937 | Time: 1389.39 ms [2022-04-24 15:17:40 main:574] : INFO : Epoch 1796 | loss: 0.0311943 | val_loss: 0.0311993 | Time: 1409.49 ms [2022-04-24 15:17:41 main:574] : INFO : Epoch 1797 | loss: 0.0311924 | val_loss: 0.0311931 | Time: 1409.83 ms [2022-04-24 15:17:43 main:574] : INFO : Epoch 1798 | loss: 0.031191 | val_loss: 0.0311926 | Time: 1385 ms [2022-04-24 15:17:44 main:574] : INFO : Epoch 1799 | loss: 0.0311894 | val_loss: 0.0311923 | Time: 1428.34 ms [2022-04-24 15:17:46 main:574] : INFO : Epoch 1800 | loss: 0.0311905 | val_loss: 0.031194 | Time: 1411.43 ms [2022-04-24 15:17:47 main:574] : INFO : Epoch 1801 | loss: 0.0311898 | val_loss: 0.0311953 | Time: 1461.66 ms [2022-04-24 15:17:48 main:574] : INFO : Epoch 1802 | loss: 0.0311909 | val_loss: 0.0311929 | Time: 1447.75 ms [2022-04-24 15:17:50 main:574] : INFO : Epoch 1803 | loss: 0.0311903 | val_loss: 0.0311921 | Time: 1398.61 ms [2022-04-24 15:17:51 main:574] : INFO : Epoch 1804 | loss: 0.0311906 | val_loss: 0.0311919 | Time: 1418.61 ms [2022-04-24 15:17:53 main:574] : INFO : Epoch 1805 | loss: 0.0311894 | val_loss: 0.0311933 | Time: 1428.89 ms [2022-04-24 15:17:54 main:574] : INFO : Epoch 1806 | loss: 0.0311935 | val_loss: 0.0311934 | Time: 1396.73 ms [2022-04-24 15:17:56 main:574] : INFO : Epoch 1807 | loss: 0.0311932 | val_loss: 0.0311918 | Time: 1440.03 ms [2022-04-24 15:17:57 main:574] : INFO : Epoch 1808 | loss: 0.0311894 | val_loss: 0.0311915 | Time: 1411.59 ms [2022-04-24 15:17:58 main:574] : INFO : Epoch 1809 | loss: 0.0311897 | val_loss: 0.0311922 | Time: 1405.34 ms [2022-04-24 15:18:00 main:574] : INFO : Epoch 1810 | loss: 0.0311902 | val_loss: 0.0312021 | Time: 1409.22 ms [2022-04-24 15:18:01 main:574] : INFO : Epoch 1811 | loss: 0.0311925 | val_loss: 0.0311948 | Time: 1414.05 ms [2022-04-24 15:18:03 main:574] : INFO : Epoch 1812 | loss: 0.0311902 | val_loss: 0.0311929 | Time: 1427.95 ms [2022-04-24 15:18:04 main:574] : INFO : Epoch 1813 | loss: 0.0311913 | val_loss: 0.031193 | Time: 1443.86 ms [2022-04-24 15:18:06 main:574] : INFO : Epoch 1814 | loss: 0.0311902 | val_loss: 0.0311928 | Time: 1419.8 ms [2022-04-24 15:18:07 main:574] : INFO : Epoch 1815 | loss: 0.0311896 | val_loss: 0.0311949 | Time: 1414.41 ms [2022-04-24 15:18:08 main:574] : INFO : Epoch 1816 | loss: 0.0311895 | val_loss: 0.0311924 | Time: 1419.84 ms [2022-04-24 15:18:10 main:574] : INFO : Epoch 1817 | loss: 0.0311926 | val_loss: 0.0311925 | Time: 1415.89 ms [2022-04-24 15:18:11 main:574] : INFO : Epoch 1818 | loss: 0.0311917 | val_loss: 0.031198 | Time: 1368.54 ms [2022-04-24 15:18:13 main:574] : INFO : Epoch 1819 | loss: 0.0311927 | val_loss: 0.0311979 | Time: 1420.98 ms [2022-04-24 15:18:14 main:574] : INFO : Epoch 1820 | loss: 0.0311916 | val_loss: 0.0311937 | Time: 1394.06 ms [2022-04-24 15:18:16 main:574] : INFO : Epoch 1821 | loss: 0.03119 | val_loss: 0.0311929 | Time: 1433.21 ms [2022-04-24 15:18:17 main:574] : INFO : Epoch 1822 | loss: 0.0311898 | val_loss: 0.0311919 | Time: 1430.08 ms [2022-04-24 15:18:18 main:574] : INFO : Epoch 1823 | loss: 0.0311892 | val_loss: 0.0311933 | Time: 1406.58 ms [2022-04-24 15:18:20 main:574] : INFO : Epoch 1824 | loss: 0.0311899 | val_loss: 0.0311923 | Time: 1426.49 ms [2022-04-24 15:18:21 main:574] : INFO : Epoch 1825 | loss: 0.0311938 | val_loss: 0.0311952 | Time: 1429.66 ms [2022-04-24 15:18:23 main:574] : INFO : Epoch 1826 | loss: 0.0311918 | val_loss: 0.0311922 | Time: 1394.32 ms [2022-04-24 15:18:24 main:574] : INFO : Epoch 1827 | loss: 0.0311901 | val_loss: 0.0311912 | Time: 1446.38 ms [2022-04-24 15:18:26 main:574] : INFO : Epoch 1828 | loss: 0.0311913 | val_loss: 0.0311957 | Time: 1433.66 ms [2022-04-24 15:18:27 main:574] : INFO : Epoch 1829 | loss: 0.0311953 | val_loss: 0.0311994 | Time: 1464.93 ms [2022-04-24 15:18:28 main:574] : INFO : Epoch 1830 | loss: 0.0311947 | val_loss: 0.0311968 | Time: 1427.78 ms [2022-04-24 15:18:30 main:574] : INFO : Epoch 1831 | loss: 0.0311931 | val_loss: 0.0311974 | Time: 1418.89 ms [2022-04-24 15:18:31 main:574] : INFO : Epoch 1832 | loss: 0.0311913 | val_loss: 0.0311923 | Time: 1429.39 ms [2022-04-24 15:18:33 main:574] : INFO : Epoch 1833 | loss: 0.0311902 | val_loss: 0.0311923 | Time: 1412.63 ms [2022-04-24 15:18:34 main:574] : INFO : Epoch 1834 | loss: 0.0311923 | val_loss: 0.0311925 | Time: 1390.56 ms [2022-04-24 15:18:36 main:574] : INFO : Epoch 1835 | loss: 0.0311897 | val_loss: 0.0311946 | Time: 1392.17 ms [2022-04-24 15:18:37 main:574] : INFO : Epoch 1836 | loss: 0.03119 | val_loss: 0.0311912 | Time: 1424.82 ms [2022-04-24 15:18:38 main:574] : INFO : Epoch 1837 | loss: 0.0311885 | val_loss: 0.031192 | Time: 1412.88 ms [2022-04-24 15:18:40 main:574] : INFO : Epoch 1838 | loss: 0.0311898 | val_loss: 0.0311926 | Time: 1406.94 ms [2022-04-24 15:18:41 main:574] : INFO : Epoch 1839 | loss: 0.0311888 | val_loss: 0.0311909 | Time: 1408.72 ms [2022-04-24 15:18:43 main:574] : INFO : Epoch 1840 | loss: 0.0311892 | val_loss: 0.0311937 | Time: 1409.8 ms [2022-04-24 15:18:44 main:574] : INFO : Epoch 1841 | loss: 0.0311908 | val_loss: 0.0311947 | Time: 1405.67 ms [2022-04-24 15:18:46 main:574] : INFO : Epoch 1842 | loss: 0.0311925 | val_loss: 0.031197 | Time: 1417.22 ms [2022-04-24 15:18:47 main:574] : INFO : Epoch 1843 | loss: 0.03119 | val_loss: 0.0311924 | Time: 1455.9 ms [2022-04-24 15:18:48 main:574] : INFO : Epoch 1844 | loss: 0.0311887 | val_loss: 0.0311915 | Time: 1470.89 ms [2022-04-24 15:18:50 main:574] : INFO : Epoch 1845 | loss: 0.0311879 | val_loss: 0.0311909 | Time: 1394.19 ms [2022-04-24 15:18:51 main:574] : INFO : Epoch 1846 | loss: 0.0311882 | val_loss: 0.0311924 | Time: 1415.74 ms [2022-04-24 15:18:53 main:574] : INFO : Epoch 1847 | loss: 0.0311888 | val_loss: 0.031193 | Time: 1420.4 ms [2022-04-24 15:18:54 main:574] : INFO : Epoch 1848 | loss: 0.0311896 | val_loss: 0.0311917 | Time: 1384.51 ms [2022-04-24 15:18:56 main:574] : INFO : Epoch 1849 | loss: 0.0311888 | val_loss: 0.0311934 | Time: 1412.05 ms [2022-04-24 15:18:57 main:574] : INFO : Epoch 1850 | loss: 0.0311899 | val_loss: 0.0311959 | Time: 1413.11 ms [2022-04-24 15:18:58 main:574] : INFO : Epoch 1851 | loss: 0.0311909 | val_loss: 0.0311916 | Time: 1418.66 ms [2022-04-24 15:19:00 main:574] : INFO : Epoch 1852 | loss: 0.0311914 | val_loss: 0.031199 | Time: 1400.22 ms [2022-04-24 15:19:01 main:574] : INFO : Epoch 1853 | loss: 0.0311912 | val_loss: 0.0311964 | Time: 1390.47 ms [2022-04-24 15:19:03 main:574] : INFO : Epoch 1854 | loss: 0.0311919 | val_loss: 0.0311926 | Time: 1393.96 ms [2022-04-24 15:19:04 main:574] : INFO : Epoch 1855 | loss: 0.0311886 | val_loss: 0.0311928 | Time: 1391.07 ms [2022-04-24 15:19:05 main:574] : INFO : Epoch 1856 | loss: 0.0311884 | val_loss: 0.0311955 | Time: 1422.16 ms [2022-04-24 15:19:07 main:574] : INFO : Epoch 1857 | loss: 0.0311884 | val_loss: 0.0311925 | Time: 1416.7 ms [2022-04-24 15:19:08 main:574] : INFO : Epoch 1858 | loss: 0.0311886 | val_loss: 0.0311968 | Time: 1419.34 ms [2022-04-24 15:19:10 main:574] : INFO : Epoch 1859 | loss: 0.0311906 | val_loss: 0.0311926 | Time: 1421.72 ms [2022-04-24 15:19:11 main:574] : INFO : Epoch 1860 | loss: 0.031193 | val_loss: 0.0311933 | Time: 1405.32 ms [2022-04-24 15:19:13 main:574] : INFO : Epoch 1861 | loss: 0.031191 | val_loss: 0.0311935 | Time: 1391.81 ms [2022-04-24 15:19:14 main:574] : INFO : Epoch 1862 | loss: 0.0311908 | val_loss: 0.0311956 | Time: 1408.6 ms [2022-04-24 15:19:15 main:574] : INFO : Epoch 1863 | loss: 0.0311911 | val_loss: 0.0311909 | Time: 1520 ms [2022-04-24 15:19:17 main:574] : INFO : Epoch 1864 | loss: 0.0311882 | val_loss: 0.0311922 | Time: 1466.33 ms [2022-04-24 15:19:18 main:574] : INFO : Epoch 1865 | loss: 0.0311884 | val_loss: 0.031196 | Time: 1404.73 ms [2022-04-24 15:19:20 main:574] : INFO : Epoch 1866 | loss: 0.0311938 | val_loss: 0.0311966 | Time: 1420.99 ms [2022-04-24 15:19:21 main:574] : INFO : Epoch 1867 | loss: 0.0311887 | val_loss: 0.0311913 | Time: 1395.78 ms [2022-04-24 15:19:23 main:574] : INFO : Epoch 1868 | loss: 0.0311884 | val_loss: 0.0311933 | Time: 1464.99 ms [2022-04-24 15:19:24 main:574] : INFO : Epoch 1869 | loss: 0.031188 | val_loss: 0.0311963 | Time: 1525.96 ms [2022-04-24 15:19:26 main:574] : INFO : Epoch 1870 | loss: 0.0311906 | val_loss: 0.0311967 | Time: 1485.07 ms [2022-04-24 15:19:27 main:574] : INFO : Epoch 1871 | loss: 0.031192 | val_loss: 0.0311929 | Time: 1407.99 ms [2022-04-24 15:19:29 main:574] : INFO : Epoch 1872 | loss: 0.0311899 | val_loss: 0.0311991 | Time: 1427.58 ms [2022-04-24 15:19:30 main:574] : INFO : Epoch 1873 | loss: 0.0311936 | val_loss: 0.0311986 | Time: 1407.99 ms [2022-04-24 15:19:31 main:574] : INFO : Epoch 1874 | loss: 0.0311897 | val_loss: 0.0311933 | Time: 1423.48 ms [2022-04-24 15:19:33 main:574] : INFO : Epoch 1875 | loss: 0.0311919 | val_loss: 0.0311947 | Time: 1452.19 ms [2022-04-24 15:19:34 main:574] : INFO : Epoch 1876 | loss: 0.0311893 | val_loss: 0.0311988 | Time: 1392.93 ms [2022-04-24 15:19:36 main:574] : INFO : Epoch 1877 | loss: 0.0311923 | val_loss: 0.0311958 | Time: 1391.26 ms [2022-04-24 15:19:37 main:574] : INFO : Epoch 1878 | loss: 0.0311893 | val_loss: 0.0311928 | Time: 1415.69 ms [2022-04-24 15:19:39 main:574] : INFO : Epoch 1879 | loss: 0.0311953 | val_loss: 0.0311949 | Time: 1394.47 ms [2022-04-24 15:19:40 main:574] : INFO : Epoch 1880 | loss: 0.031191 | val_loss: 0.031193 | Time: 1431.9 ms [2022-04-24 15:19:41 main:574] : INFO : Epoch 1881 | loss: 0.0311886 | val_loss: 0.0311915 | Time: 1392.07 ms [2022-04-24 15:19:43 main:574] : INFO : Epoch 1882 | loss: 0.031188 | val_loss: 0.0311925 | Time: 1411.41 ms [2022-04-24 15:19:44 main:574] : INFO : Epoch 1883 | loss: 0.0311898 | val_loss: 0.0311926 | Time: 1402.2 ms [2022-04-24 15:19:46 main:574] : INFO : Epoch 1884 | loss: 0.0311884 | val_loss: 0.0311928 | Time: 1407.43 ms [2022-04-24 15:19:47 main:574] : INFO : Epoch 1885 | loss: 0.0311884 | val_loss: 0.0311941 | Time: 1402.47 ms [2022-04-24 15:19:48 main:574] : INFO : Epoch 1886 | loss: 0.031188 | val_loss: 0.0311923 | Time: 1454.09 ms [2022-04-24 15:19:50 main:574] : INFO : Epoch 1887 | loss: 0.0311875 | val_loss: 0.0311916 | Time: 1382.33 ms [2022-04-24 15:19:51 main:574] : INFO : Epoch 1888 | loss: 0.0311878 | val_loss: 0.0311959 | Time: 1400.57 ms [2022-04-24 15:19:53 main:574] : INFO : Epoch 1889 | loss: 0.0311931 | val_loss: 0.0312002 | Time: 1426.02 ms [2022-04-24 15:19:54 main:574] : INFO : Epoch 1890 | loss: 0.0311927 | val_loss: 0.0311969 | Time: 1406.19 ms [2022-04-24 15:19:56 main:574] : INFO : Epoch 1891 | loss: 0.0311911 | val_loss: 0.0311964 | Time: 1409.01 ms [2022-04-24 15:19:57 main:574] : INFO : Epoch 1892 | loss: 0.0311905 | val_loss: 0.0311992 | Time: 1437.69 ms [2022-04-24 15:19:58 main:574] : INFO : Epoch 1893 | loss: 0.0311888 | val_loss: 0.0311937 | Time: 1396.9 ms [2022-04-24 15:20:00 main:574] : INFO : Epoch 1894 | loss: 0.0311879 | val_loss: 0.0311934 | Time: 1416.57 ms [2022-04-24 15:20:01 main:574] : INFO : Epoch 1895 | loss: 0.0311881 | val_loss: 0.0311918 | Time: 1414.08 ms [2022-04-24 15:20:03 main:574] : INFO : Epoch 1896 | loss: 0.0311885 | val_loss: 0.0311947 | Time: 1385.27 ms [2022-04-24 15:20:04 main:574] : INFO : Epoch 1897 | loss: 0.0311896 | val_loss: 0.0311928 | Time: 1435.59 ms [2022-04-24 15:20:05 main:574] : INFO : Epoch 1898 | loss: 0.0311877 | val_loss: 0.0311925 | Time: 1409.48 ms [2022-04-24 15:20:07 main:574] : INFO : Epoch 1899 | loss: 0.0311903 | val_loss: 0.0311935 | Time: 1399.82 ms [2022-04-24 15:20:08 main:574] : INFO : Epoch 1900 | loss: 0.0311891 | val_loss: 0.0311986 | Time: 1412.29 ms [2022-04-24 15:20:10 main:574] : INFO : Epoch 1901 | loss: 0.0311905 | val_loss: 0.0311938 | Time: 1385 ms [2022-04-24 15:20:11 main:574] : INFO : Epoch 1902 | loss: 0.0311885 | val_loss: 0.0311943 | Time: 1408.97 ms [2022-04-24 15:20:13 main:574] : INFO : Epoch 1903 | loss: 0.0311917 | val_loss: 0.0311996 | Time: 1427.95 ms [2022-04-24 15:20:14 main:574] : INFO : Epoch 1904 | loss: 0.0311914 | val_loss: 0.0311966 | Time: 1424.59 ms [2022-04-24 15:20:15 main:574] : INFO : Epoch 1905 | loss: 0.0311901 | val_loss: 0.0311935 | Time: 1410.11 ms [2022-04-24 15:20:17 main:574] : INFO : Epoch 1906 | loss: 0.0311882 | val_loss: 0.0311991 | Time: 1407.88 ms [2022-04-24 15:20:18 main:574] : INFO : Epoch 1907 | loss: 0.0311891 | val_loss: 0.0311986 | Time: 1424.18 ms [2022-04-24 15:20:20 main:574] : INFO : Epoch 1908 | loss: 0.0311881 | val_loss: 0.0311937 | Time: 1420.61 ms [2022-04-24 15:20:21 main:574] : INFO : Epoch 1909 | loss: 0.0311874 | val_loss: 0.0312008 | Time: 1391.69 ms [2022-04-24 15:20:23 main:574] : INFO : Epoch 1910 | loss: 0.0311896 | val_loss: 0.0311943 | Time: 1400.13 ms [2022-04-24 15:20:24 main:574] : INFO : Epoch 1911 | loss: 0.0311867 | val_loss: 0.0311947 | Time: 1436.39 ms [2022-04-24 15:20:25 main:574] : INFO : Epoch 1912 | loss: 0.0311863 | val_loss: 0.0311931 | Time: 1410.62 ms [2022-04-24 15:20:27 main:574] : INFO : Epoch 1913 | loss: 0.0311864 | val_loss: 0.0311966 | Time: 1438.89 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 2060 SUPER) [2022-04-24 15:23:59 main:435] : INFO : Set logging level to 1 [2022-04-24 15:23:59 main:441] : INFO : Running in BOINC Client mode [2022-04-24 15:23:59 main:444] : INFO : Resolving all filenames [2022-04-24 15:23:59 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-24 15:23:59 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-24 15:23:59 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-24 15:23:59 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-24 15:23:59 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-24 15:23:59 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-24 15:23:59 main:474] : INFO : Configuration: [2022-04-24 15:23:59 main:475] : INFO : Model type: GRU [2022-04-24 15:23:59 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-24 15:23:59 main:477] : INFO : Max Epochs: 2048 [2022-04-24 15:23:59 main:478] : INFO : Batch Size: 128 [2022-04-24 15:23:59 main:479] : INFO : Learning Rate: 0.01 [2022-04-24 15:23:59 main:480] : INFO : Patience: 10 [2022-04-24 15:23:59 main:481] : INFO : Hidden Width: 12 [2022-04-24 15:23:59 main:482] : INFO : # Recurrent Layers: 4 [2022-04-24 15:23:59 main:483] : INFO : # Backend Layers: 4 [2022-04-24 15:23:59 main:484] : INFO : # Threads: 1 [2022-04-24 15:23:59 main:486] : INFO : Preparing Dataset [2022-04-24 15:23:59 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-24 15:23:59 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-24 15:24:01 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-24 15:24:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-24 15:24:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-24 15:24:01 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-24 15:24:01 main:494] : INFO : Creating Model [2022-04-24 15:24:01 main:507] : INFO : Preparing config file [2022-04-24 15:24:01 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-24 15:24:01 main:512] : INFO : Loading config [2022-04-24 15:24:01 main:514] : INFO : Loading state [2022-04-24 15:24:02 main:559] : INFO : Loading DataLoader into Memory [2022-04-24 15:24:02 main:562] : INFO : Starting Training [2022-04-24 15:24:04 main:574] : INFO : Epoch 1875 | loss: 0.0313804 | val_loss: 0.031324 | Time: 1735.38 ms [2022-04-24 15:24:05 main:574] : INFO : Epoch 1876 | loss: 0.0312448 | val_loss: 0.0312127 | Time: 1445.01 ms [2022-04-24 15:24:07 main:574] : INFO : Epoch 1877 | loss: 0.0312096 | val_loss: 0.0312041 | Time: 1438.38 ms [2022-04-24 15:24:08 main:574] : INFO : Epoch 1878 | loss: 0.0311984 | val_loss: 0.0311963 | Time: 1454.99 ms [2022-04-24 15:24:10 main:574] : INFO : Epoch 1879 | loss: 0.0311935 | val_loss: 0.0311957 | Time: 1463.72 ms [2022-04-24 15:24:11 main:574] : INFO : Epoch 1880 | loss: 0.0311909 | val_loss: 0.0311925 | Time: 1454.33 ms [2022-04-24 15:24:13 main:574] : INFO : Epoch 1881 | loss: 0.0311919 | val_loss: 0.0311949 | Time: 1458.46 ms [2022-04-24 15:24:14 main:574] : INFO : Epoch 1882 | loss: 0.0311902 | val_loss: 0.0311888 | Time: 1448.85 ms [2022-04-24 15:24:16 main:574] : INFO : Epoch 1883 | loss: 0.0311891 | val_loss: 0.0311893 | Time: 1448.33 ms [2022-04-24 15:24:17 main:574] : INFO : Epoch 1884 | loss: 0.0311901 | val_loss: 0.0311977 | Time: 1454.55 ms [2022-04-24 15:24:19 main:574] : INFO : Epoch 1885 | loss: 0.0311887 | val_loss: 0.03119 | Time: 1469.44 ms [2022-04-24 15:24:20 main:574] : INFO : Epoch 1886 | loss: 0.0311884 | val_loss: 0.0311883 | Time: 1446.18 ms [2022-04-24 15:24:21 main:574] : INFO : Epoch 1887 | loss: 0.0311925 | val_loss: 0.0311895 | Time: 1481.03 ms [2022-04-24 15:24:23 main:574] : INFO : Epoch 1888 | loss: 0.0311916 | val_loss: 0.031198 | Time: 1469.67 ms [2022-04-24 15:24:24 main:574] : INFO : Epoch 1889 | loss: 0.0311934 | val_loss: 0.03119 | Time: 1480.83 ms [2022-04-24 15:24:26 main:574] : INFO : Epoch 1890 | loss: 0.0311886 | val_loss: 0.031188 | Time: 1492.27 ms [2022-04-24 15:24:27 main:574] : INFO : Epoch 1891 | loss: 0.0311919 | val_loss: 0.0311902 | Time: 1476.12 ms [2022-04-24 15:24:29 main:574] : INFO : Epoch 1892 | loss: 0.0311884 | val_loss: 0.0311869 | Time: 1461.71 ms [2022-04-24 15:24:30 main:574] : INFO : Epoch 1893 | loss: 0.0311862 | val_loss: 0.0311873 | Time: 1496.36 ms [2022-04-24 15:24:32 main:574] : INFO : Epoch 1894 | loss: 0.0311853 | val_loss: 0.031185 | Time: 1491.5 ms [2022-04-24 15:24:33 main:574] : INFO : Epoch 1895 | loss: 0.0311877 | val_loss: 0.0311912 | Time: 1483.89 ms [2022-04-24 15:24:35 main:574] : INFO : Epoch 1896 | loss: 0.0311849 | val_loss: 0.0311864 | Time: 1486.35 ms [2022-04-24 15:24:36 main:574] : INFO : Epoch 1897 | loss: 0.0311837 | val_loss: 0.0311857 | Time: 1445.43 ms [2022-04-24 15:24:38 main:574] : INFO : Epoch 1898 | loss: 0.0311845 | val_loss: 0.0311867 | Time: 1465.31 ms [2022-04-24 15:24:39 main:574] : INFO : Epoch 1899 | loss: 0.0311834 | val_loss: 0.0311853 | Time: 1465.72 ms [2022-04-24 15:24:41 main:574] : INFO : Epoch 1900 | loss: 0.0311838 | val_loss: 0.0311865 | Time: 1470.27 ms [2022-04-24 15:24:42 main:574] : INFO : Epoch 1901 | loss: 0.0311832 | val_loss: 0.0311849 | Time: 1433.6 ms [2022-04-24 15:24:44 main:574] : INFO : Epoch 1902 | loss: 0.0311829 | val_loss: 0.0311852 | Time: 1461.87 ms [2022-04-24 15:24:45 main:574] : INFO : Epoch 1903 | loss: 0.0311828 | val_loss: 0.0311848 | Time: 1443.62 ms [2022-04-24 15:24:47 main:574] : INFO : Epoch 1904 | loss: 0.0311827 | val_loss: 0.0311847 | Time: 1443.62 ms [2022-04-24 15:24:48 main:574] : INFO : Epoch 1905 | loss: 0.0311835 | val_loss: 0.0311852 | Time: 1491.51 ms [2022-04-24 15:24:50 main:574] : INFO : Epoch 1906 | loss: 0.0311814 | val_loss: 0.0311878 | Time: 1456.87 ms [2022-04-24 15:24:51 main:574] : INFO : Epoch 1907 | loss: 0.0311823 | val_loss: 0.0311857 | Time: 1388.6 ms [2022-04-24 15:24:52 main:574] : INFO : Epoch 1908 | loss: 0.0311854 | val_loss: 0.0311853 | Time: 1493.23 ms [2022-04-24 15:24:54 main:574] : INFO : Epoch 1909 | loss: 0.031183 | val_loss: 0.0311839 | Time: 1508.57 ms [2022-04-24 15:24:56 main:574] : INFO : Epoch 1910 | loss: 0.0311819 | val_loss: 0.031185 | Time: 1531.75 ms [2022-04-24 15:24:57 main:574] : INFO : Epoch 1911 | loss: 0.0311807 | val_loss: 0.0311845 | Time: 1506.33 ms [2022-04-24 15:24:59 main:574] : INFO : Epoch 1912 | loss: 0.0311813 | val_loss: 0.031184 | Time: 1573.81 ms [2022-04-24 15:25:00 main:574] : INFO : Epoch 1913 | loss: 0.0311821 | val_loss: 0.0311859 | Time: 1469.8 ms [2022-04-24 15:25:02 main:574] : INFO : Epoch 1914 | loss: 0.0311809 | val_loss: 0.0311835 | Time: 1482.59 ms [2022-04-24 15:25:03 main:574] : INFO : Epoch 1915 | loss: 0.031181 | val_loss: 0.0311849 | Time: 1481.24 ms [2022-04-24 15:25:05 main:574] : INFO : Epoch 1916 | loss: 0.0311816 | val_loss: 0.0311855 | Time: 1497.73 ms [2022-04-24 15:25:06 main:574] : INFO : Epoch 1917 | loss: 0.0311871 | val_loss: 0.03119 | Time: 1427.81 ms [2022-04-24 15:25:08 main:574] : INFO : Epoch 1918 | loss: 0.0311826 | val_loss: 0.0311854 | Time: 1449.37 ms [2022-04-24 15:25:09 main:574] : INFO : Epoch 1919 | loss: 0.0311814 | val_loss: 0.0311874 | Time: 1442.15 ms [2022-04-24 15:25:10 main:574] : INFO : Epoch 1920 | loss: 0.0311802 | val_loss: 0.0311844 | Time: 1427.85 ms [2022-04-24 15:25:12 main:574] : INFO : Epoch 1921 | loss: 0.0311812 | val_loss: 0.0311849 | Time: 1434.97 ms [2022-04-24 15:25:13 main:574] : INFO : Epoch 1922 | loss: 0.0311816 | val_loss: 0.0311847 | Time: 1453.84 ms [2022-04-24 15:25:15 main:574] : INFO : Epoch 1923 | loss: 0.0311818 | val_loss: 0.0311902 | Time: 1442.54 ms [2022-04-24 15:25:16 main:574] : INFO : Epoch 1924 | loss: 0.0311832 | val_loss: 0.0311862 | Time: 1536.09 ms [2022-04-24 15:25:18 main:574] : INFO : Epoch 1925 | loss: 0.0311806 | val_loss: 0.031184 | Time: 1516.64 ms [2022-04-24 15:25:19 main:574] : INFO : Epoch 1926 | loss: 0.0311809 | val_loss: 0.0311837 | Time: 1517.81 ms [2022-04-24 15:25:21 main:574] : INFO : Epoch 1927 | loss: 0.0311799 | val_loss: 0.0311876 | Time: 1490.88 ms [2022-04-24 15:25:22 main:574] : INFO : Epoch 1928 | loss: 0.0311809 | val_loss: 0.0311851 | Time: 1478.11 ms [2022-04-24 15:25:24 main:574] : INFO : Epoch 1929 | loss: 0.0311802 | val_loss: 0.0311838 | Time: 1470.16 ms [2022-04-24 15:25:25 main:574] : INFO : Epoch 1930 | loss: 0.0311823 | val_loss: 0.0311852 | Time: 1477.87 ms [2022-04-24 15:25:27 main:574] : INFO : Epoch 1931 | loss: 0.0311805 | val_loss: 0.0311834 | Time: 1464.08 ms [2022-04-24 15:25:28 main:574] : INFO : Epoch 1932 | loss: 0.0311786 | val_loss: 0.0311835 | Time: 1454.23 ms [2022-04-24 15:25:30 main:574] : INFO : Epoch 1933 | loss: 0.0311793 | val_loss: 0.0311846 | Time: 1484.48 ms [2022-04-24 15:25:31 main:574] : INFO : Epoch 1934 | loss: 0.0311793 | val_loss: 0.0311832 | Time: 1464.87 ms [2022-04-24 15:25:33 main:574] : INFO : Epoch 1935 | loss: 0.0311795 | val_loss: 0.0311833 | Time: 1441.48 ms [2022-04-24 15:25:34 main:574] : INFO : Epoch 1936 | loss: 0.03118 | val_loss: 0.0311831 | Time: 1489.07 ms [2022-04-24 15:25:36 main:574] : INFO : Epoch 1937 | loss: 0.0311788 | val_loss: 0.0311847 | Time: 1458.69 ms [2022-04-24 15:25:37 main:574] : INFO : Epoch 1938 | loss: 0.0311797 | val_loss: 0.0311856 | Time: 1481.77 ms [2022-04-24 15:25:39 main:574] : INFO : Epoch 1939 | loss: 0.0311803 | val_loss: 0.0311841 | Time: 1480.28 ms [2022-04-24 15:25:40 main:574] : INFO : Epoch 1940 | loss: 0.031179 | val_loss: 0.0311827 | Time: 1451.29 ms [2022-04-24 15:25:42 main:574] : INFO : Epoch 1941 | loss: 0.0311796 | val_loss: 0.0311844 | Time: 1479.68 ms [2022-04-24 15:25:43 main:574] : INFO : Epoch 1942 | loss: 0.0311808 | val_loss: 0.031188 | Time: 1474.25 ms [2022-04-24 15:25:45 main:574] : INFO : Epoch 1943 | loss: 0.0311805 | val_loss: 0.0311837 | Time: 1499.57 ms [2022-04-24 15:25:46 main:574] : INFO : Epoch 1944 | loss: 0.0311795 | val_loss: 0.0311838 | Time: 1441.89 ms [2022-04-24 15:25:48 main:574] : INFO : Epoch 1945 | loss: 0.0311783 | val_loss: 0.031185 | Time: 1502.77 ms [2022-04-24 15:25:49 main:574] : INFO : Epoch 1946 | loss: 0.0311795 | val_loss: 0.0311842 | Time: 1550.78 ms [2022-04-24 15:25:51 main:574] : INFO : Epoch 1947 | loss: 0.031178 | val_loss: 0.0311855 | Time: 1468.15 ms [2022-04-24 15:25:52 main:574] : INFO : Epoch 1948 | loss: 0.031178 | val_loss: 0.0311837 | Time: 1452.94 ms [2022-04-24 15:25:54 main:574] : INFO : Epoch 1949 | loss: 0.0311793 | val_loss: 0.0311927 | Time: 1601.54 ms [2022-04-24 15:25:55 main:574] : INFO : Epoch 1950 | loss: 0.0311812 | val_loss: 0.0311832 | Time: 1445.24 ms [2022-04-24 15:25:57 main:574] : INFO : Epoch 1951 | loss: 0.0311792 | val_loss: 0.0311828 | Time: 1401.33 ms [2022-04-24 15:25:58 main:574] : INFO : Epoch 1952 | loss: 0.0311781 | val_loss: 0.0311874 | Time: 1400.78 ms [2022-04-24 15:25:59 main:574] : INFO : Epoch 1953 | loss: 0.0311798 | val_loss: 0.0311853 | Time: 1411.59 ms [2022-04-24 15:26:01 main:574] : INFO : Epoch 1954 | loss: 0.0311781 | val_loss: 0.0311884 | Time: 1437.7 ms [2022-04-24 15:26:02 main:574] : INFO : Epoch 1955 | loss: 0.0311782 | val_loss: 0.0311829 | Time: 1403.6 ms [2022-04-24 15:26:04 main:574] : INFO : Epoch 1956 | loss: 0.0311767 | val_loss: 0.0311852 | Time: 1443.09 ms [2022-04-24 15:26:05 main:574] : INFO : Epoch 1957 | loss: 0.0311783 | val_loss: 0.0311887 | Time: 1412.52 ms [2022-04-24 15:26:07 main:574] : INFO : Epoch 1958 | loss: 0.0311773 | val_loss: 0.0311828 | Time: 1426.46 ms [2022-04-24 15:26:08 main:574] : INFO : Epoch 1959 | loss: 0.0311765 | val_loss: 0.0311823 | Time: 1420.6 ms [2022-04-24 15:26:09 main:574] : INFO : Epoch 1960 | loss: 0.0311764 | val_loss: 0.0311837 | Time: 1415.25 ms [2022-04-24 15:26:11 main:574] : INFO : Epoch 1961 | loss: 0.0311769 | val_loss: 0.0311864 | Time: 1381.22 ms [2022-04-24 15:26:12 main:574] : INFO : Epoch 1962 | loss: 0.0311778 | val_loss: 0.0311835 | Time: 1404.18 ms [2022-04-24 15:26:14 main:574] : INFO : Epoch 1963 | loss: 0.031179 | val_loss: 0.0311855 | Time: 1410.32 ms [2022-04-24 15:26:15 main:574] : INFO : Epoch 1964 | loss: 0.0311765 | val_loss: 0.031183 | Time: 1406.99 ms [2022-04-24 15:26:16 main:574] : INFO : Epoch 1965 | loss: 0.031177 | val_loss: 0.0311823 | Time: 1382.58 ms [2022-04-24 15:26:18 main:574] : INFO : Epoch 1966 | loss: 0.0311771 | val_loss: 0.0311834 | Time: 1411.76 ms [2022-04-24 15:26:19 main:574] : INFO : Epoch 1967 | loss: 0.0311756 | val_loss: 0.0311829 | Time: 1473.98 ms [2022-04-24 15:26:21 main:574] : INFO : Epoch 1968 | loss: 0.0311757 | val_loss: 0.0311831 | Time: 1453.2 ms [2022-04-24 15:26:22 main:574] : INFO : Epoch 1969 | loss: 0.0311767 | val_loss: 0.0311853 | Time: 1423.54 ms [2022-04-24 15:26:24 main:574] : INFO : Epoch 1970 | loss: 0.0311779 | val_loss: 0.0311815 | Time: 1413.24 ms [2022-04-24 15:26:25 main:574] : INFO : Epoch 1971 | loss: 0.0311758 | val_loss: 0.0311825 | Time: 1395.54 ms [2022-04-24 15:26:26 main:574] : INFO : Epoch 1972 | loss: 0.0311776 | val_loss: 0.0311831 | Time: 1411.77 ms [2022-04-24 15:26:28 main:574] : INFO : Epoch 1973 | loss: 0.0311757 | val_loss: 0.0311847 | Time: 1422 ms [2022-04-24 15:26:29 main:574] : INFO : Epoch 1974 | loss: 0.0311757 | val_loss: 0.0311828 | Time: 1424.79 ms [2022-04-24 15:26:31 main:574] : INFO : Epoch 1975 | loss: 0.0311758 | val_loss: 0.0311809 | Time: 1397.76 ms [2022-04-24 15:26:32 main:574] : INFO : Epoch 1976 | loss: 0.0311756 | val_loss: 0.0311811 | Time: 1396.65 ms [2022-04-24 15:26:34 main:574] : INFO : Epoch 1977 | loss: 0.0311763 | val_loss: 0.0311823 | Time: 1422.3 ms [2022-04-24 15:26:35 main:574] : INFO : Epoch 1978 | loss: 0.0311767 | val_loss: 0.031181 | Time: 1407.51 ms [2022-04-24 15:26:36 main:574] : INFO : Epoch 1979 | loss: 0.0311759 | val_loss: 0.0311823 | Time: 1411.21 ms [2022-04-24 15:26:38 main:574] : INFO : Epoch 1980 | loss: 0.0311747 | val_loss: 0.0311844 | Time: 1429.57 ms [2022-04-24 15:26:39 main:574] : INFO : Epoch 1981 | loss: 0.0311766 | val_loss: 0.0311859 | Time: 1420.46 ms [2022-04-24 15:26:41 main:574] : INFO : Epoch 1982 | loss: 0.0311774 | val_loss: 0.0311889 | Time: 1476.13 ms [2022-04-24 15:26:42 main:574] : INFO : Epoch 1983 | loss: 0.031176 | val_loss: 0.0311811 | Time: 1439.02 ms [2022-04-24 15:26:44 main:574] : INFO : Epoch 1984 | loss: 0.031175 | val_loss: 0.0311812 | Time: 1392.48 ms [2022-04-24 15:26:45 main:574] : INFO : Epoch 1985 | loss: 0.0311742 | val_loss: 0.0311843 | Time: 1426.37 ms [2022-04-24 15:26:47 main:574] : INFO : Epoch 1986 | loss: 0.031176 | val_loss: 0.0311818 | Time: 1390.85 ms [2022-04-24 15:26:48 main:574] : INFO : Epoch 1987 | loss: 0.0311777 | val_loss: 0.0311808 | Time: 1449.32 ms [2022-04-24 15:26:49 main:574] : INFO : Epoch 1988 | loss: 0.0311758 | val_loss: 0.0311809 | Time: 1420.46 ms [2022-04-24 15:26:51 main:574] : INFO : Epoch 1989 | loss: 0.0311749 | val_loss: 0.0311808 | Time: 1431.21 ms [2022-04-24 15:26:52 main:574] : INFO : Epoch 1990 | loss: 0.0311742 | val_loss: 0.0311811 | Time: 1432.84 ms [2022-04-24 15:26:54 main:574] : INFO : Epoch 1991 | loss: 0.0311773 | val_loss: 0.0311815 | Time: 1410.26 ms [2022-04-24 15:26:55 main:574] : INFO : Epoch 1992 | loss: 0.0311753 | val_loss: 0.0311802 | Time: 1373.08 ms [2022-04-24 15:26:56 main:574] : INFO : Epoch 1993 | loss: 0.0311745 | val_loss: 0.031181 | Time: 1395.44 ms [2022-04-24 15:26:58 main:574] : INFO : Epoch 1994 | loss: 0.0311752 | val_loss: 0.0311807 | Time: 1402.87 ms [2022-04-24 15:26:59 main:574] : INFO : Epoch 1995 | loss: 0.0311754 | val_loss: 0.0311793 | Time: 1404.93 ms [2022-04-24 15:27:01 main:574] : INFO : Epoch 1996 | loss: 0.0311753 | val_loss: 0.03118 | Time: 1448.26 ms [2022-04-24 15:27:02 main:574] : INFO : Epoch 1997 | loss: 0.0311739 | val_loss: 0.0311802 | Time: 1397.04 ms [2022-04-24 15:27:04 main:574] : INFO : Epoch 1998 | loss: 0.0311745 | val_loss: 0.0311841 | Time: 1433.13 ms [2022-04-24 15:27:05 main:574] : INFO : Epoch 1999 | loss: 0.0311735 | val_loss: 0.0311794 | Time: 1427.54 ms [2022-04-24 15:27:06 main:574] : INFO : Epoch 2000 | loss: 0.0311738 | val_loss: 0.0311826 | Time: 1401.85 ms [2022-04-24 15:27:08 main:574] : INFO : Epoch 2001 | loss: 0.0311761 | val_loss: 0.0311799 | Time: 1401.22 ms [2022-04-24 15:27:09 main:574] : INFO : Epoch 2002 | loss: 0.0311764 | val_loss: 0.0311799 | Time: 1416.17 ms [2022-04-24 15:27:11 main:574] : INFO : Epoch 2003 | loss: 0.0311758 | val_loss: 0.0311806 | Time: 1419.56 ms [2022-04-24 15:27:12 main:574] : INFO : Epoch 2004 | loss: 0.031174 | val_loss: 0.0311817 | Time: 1371.25 ms [2022-04-24 15:27:14 main:574] : INFO : Epoch 2005 | loss: 0.0311758 | val_loss: 0.0311856 | Time: 1372.61 ms [2022-04-24 15:27:15 main:574] : INFO : Epoch 2006 | loss: 0.0311759 | val_loss: 0.0311806 | Time: 1382.29 ms [2022-04-24 15:27:16 main:574] : INFO : Epoch 2007 | loss: 0.0311752 | val_loss: 0.0311805 | Time: 1465.5 ms [2022-04-24 15:27:18 main:574] : INFO : Epoch 2008 | loss: 0.0311739 | val_loss: 0.0311821 | Time: 1467.33 ms [2022-04-24 15:27:19 main:574] : INFO : Epoch 2009 | loss: 0.0311728 | val_loss: 0.0311806 | Time: 1453.26 ms [2022-04-24 15:27:21 main:574] : INFO : Epoch 2010 | loss: 0.0311739 | val_loss: 0.0311788 | Time: 1471.95 ms [2022-04-24 15:27:22 main:574] : INFO : Epoch 2011 | loss: 0.0311744 | val_loss: 0.0311855 | Time: 1427.68 ms [2022-04-24 15:27:24 main:574] : INFO : Epoch 2012 | loss: 0.031176 | val_loss: 0.0311799 | Time: 1427.61 ms [2022-04-24 15:27:25 main:574] : INFO : Epoch 2013 | loss: 0.0311758 | val_loss: 0.0311838 | Time: 1418 ms [2022-04-24 15:27:27 main:574] : INFO : Epoch 2014 | loss: 0.0311848 | val_loss: 0.0311868 | Time: 1486.85 ms [2022-04-24 15:27:28 main:574] : INFO : Epoch 2015 | loss: 0.0311842 | val_loss: 0.0311849 | Time: 1430.35 ms [2022-04-24 15:27:29 main:574] : INFO : Epoch 2016 | loss: 0.0311832 | val_loss: 0.0311823 | Time: 1381.87 ms [2022-04-24 15:27:31 main:574] : INFO : Epoch 2017 | loss: 0.0311807 | val_loss: 0.0311825 | Time: 1443.45 ms [2022-04-24 15:27:32 main:574] : INFO : Epoch 2018 | loss: 0.0311807 | val_loss: 0.0311836 | Time: 1391.27 ms [2022-04-24 15:27:34 main:574] : INFO : Epoch 2019 | loss: 0.0311804 | val_loss: 0.0311836 | Time: 1443.99 ms [2022-04-24 15:27:35 main:574] : INFO : Epoch 2020 | loss: 0.0311799 | val_loss: 0.0311817 | Time: 1389.4 ms [2022-04-24 15:27:37 main:574] : INFO : Epoch 2021 | loss: 0.0311816 | val_loss: 0.0311823 | Time: 1387.3 ms [2022-04-24 15:27:38 main:574] : INFO : Epoch 2022 | loss: 0.0311799 | val_loss: 0.0311801 | Time: 1411.62 ms [2022-04-24 15:27:39 main:574] : INFO : Epoch 2023 | loss: 0.0311804 | val_loss: 0.0311797 | Time: 1421.33 ms [2022-04-24 15:27:41 main:574] : INFO : Epoch 2024 | loss: 0.0311827 | val_loss: 0.0311848 | Time: 1446.9 ms [2022-04-24 15:27:42 main:574] : INFO : Epoch 2025 | loss: 0.0311807 | val_loss: 0.0311897 | Time: 1426.53 ms [2022-04-24 15:27:44 main:574] : INFO : Epoch 2026 | loss: 0.0311821 | val_loss: 0.0311807 | Time: 1434.5 ms [2022-04-24 15:27:45 main:574] : INFO : Epoch 2027 | loss: 0.0311804 | val_loss: 0.0311854 | Time: 1387.36 ms [2022-04-24 15:27:47 main:574] : INFO : Epoch 2028 | loss: 0.0311787 | val_loss: 0.0311797 | Time: 1440.06 ms [2022-04-24 15:27:48 main:574] : INFO : Epoch 2029 | loss: 0.0311779 | val_loss: 0.0311844 | Time: 1459.02 ms [2022-04-24 15:27:50 main:574] : INFO : Epoch 2030 | loss: 0.0311762 | val_loss: 0.0311809 | Time: 1435.46 ms [2022-04-24 15:27:51 main:574] : INFO : Epoch 2031 | loss: 0.0311757 | val_loss: 0.0311805 | Time: 1410.85 ms [2022-04-24 15:27:52 main:574] : INFO : Epoch 2032 | loss: 0.0311772 | val_loss: 0.0311861 | Time: 1418.15 ms [2022-04-24 15:27:54 main:574] : INFO : Epoch 2033 | loss: 0.0311766 | val_loss: 0.031183 | Time: 1408.03 ms [2022-04-24 15:27:55 main:574] : INFO : Epoch 2034 | loss: 0.0311756 | val_loss: 0.0311822 | Time: 1435.05 ms [2022-04-24 15:27:57 main:574] : INFO : Epoch 2035 | loss: 0.0311757 | val_loss: 0.0311824 | Time: 1423.3 ms [2022-04-24 15:27:58 main:574] : INFO : Epoch 2036 | loss: 0.0311771 | val_loss: 0.0311822 | Time: 1389.77 ms [2022-04-24 15:27:59 main:574] : INFO : Epoch 2037 | loss: 0.031175 | val_loss: 0.0311821 | Time: 1398.63 ms [2022-04-24 15:28:01 main:574] : INFO : Epoch 2038 | loss: 0.031176 | val_loss: 0.03118 | Time: 1423.12 ms [2022-04-24 15:28:02 main:574] : INFO : Epoch 2039 | loss: 0.0311761 | val_loss: 0.0311819 | Time: 1432.78 ms [2022-04-24 15:28:04 main:574] : INFO : Epoch 2040 | loss: 0.0311749 | val_loss: 0.0311817 | Time: 1403.78 ms [2022-04-24 15:28:05 main:574] : INFO : Epoch 2041 | loss: 0.031174 | val_loss: 0.0311832 | Time: 1413.82 ms [2022-04-24 15:28:07 main:574] : INFO : Epoch 2042 | loss: 0.0311865 | val_loss: 0.0311906 | Time: 1418.94 ms [2022-04-24 15:28:08 main:574] : INFO : Epoch 2043 | loss: 0.0311903 | val_loss: 0.0311924 | Time: 1425.47 ms [2022-04-24 15:28:10 main:574] : INFO : Epoch 2044 | loss: 0.0311893 | val_loss: 0.0311888 | Time: 1485.76 ms [2022-04-24 15:28:11 main:574] : INFO : Epoch 2045 | loss: 0.0311869 | val_loss: 0.0311842 | Time: 1419.82 ms [2022-04-24 15:28:12 main:574] : INFO : Epoch 2046 | loss: 0.0311863 | val_loss: 0.031185 | Time: 1402.17 ms [2022-04-24 15:28:14 main:574] : INFO : Epoch 2047 | loss: 0.0311835 | val_loss: 0.0311866 | Time: 1409.24 ms [2022-04-24 15:28:15 main:574] : INFO : Epoch 2048 | loss: 0.0311826 | val_loss: 0.031184 | Time: 1451.29 ms [2022-04-24 15:28:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031184 [2022-04-24 15:28:15 main:603] : INFO : Saving end state to config to file [2022-04-24 15:28:15 main:608] : INFO : Success, exiting.. 15:28:15 (81648): 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)