Task 14597476
| Name | ParityModified-1647048145-28600-3-0_0 |
| Workunit | 11618506 |
| Created | 11 Apr 2022, 17:38:23 UTC |
| Sent | 11 Apr 2022, 17:38:45 UTC |
| Report deadline | 19 Apr 2022, 17:38:45 UTC |
| Received | 11 Apr 2022, 19:05:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18556 |
| Run time | 46 min 25 sec |
| CPU time | 45 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.36 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0311792 | val_loss: 0.0311877 | Time: 1302.1 ms [2022-04-12 02:53:09 main:574] : INFO : Epoch 1543 | loss: 0.0311784 | val_loss: 0.0311884 | Time: 1323.7 ms [2022-04-12 02:53:10 main:574] : INFO : Epoch 1544 | loss: 0.031178 | val_loss: 0.0311875 | Time: 1276.09 ms [2022-04-12 02:53:12 main:574] : INFO : Epoch 1545 | loss: 0.0311797 | val_loss: 0.031187 | Time: 1294.64 ms [2022-04-12 02:53:13 main:574] : INFO : Epoch 1546 | loss: 0.0311797 | val_loss: 0.0311852 | Time: 1262.75 ms [2022-04-12 02:53:14 main:574] : INFO : Epoch 1547 | loss: 0.0311776 | val_loss: 0.0311866 | Time: 1312.22 ms [2022-04-12 02:53:15 main:574] : INFO : Epoch 1548 | loss: 0.031177 | val_loss: 0.0311858 | Time: 1270.4 ms [2022-04-12 02:53:17 main:574] : INFO : Epoch 1549 | loss: 0.0311778 | val_loss: 0.0311868 | Time: 1330.54 ms [2022-04-12 02:53:18 main:574] : INFO : Epoch 1550 | loss: 0.0311821 | val_loss: 0.0311867 | Time: 1315.89 ms [2022-04-12 02:53:19 main:574] : INFO : Epoch 1551 | loss: 0.0311832 | val_loss: 0.0311865 | Time: 1244.15 ms [2022-04-12 02:53:21 main:574] : INFO : Epoch 1552 | loss: 0.0311794 | val_loss: 0.0311876 | Time: 1282.01 ms [2022-04-12 02:53:22 main:574] : INFO : Epoch 1553 | loss: 0.0311801 | val_loss: 0.0311867 | Time: 1368.61 ms [2022-04-12 02:53:23 main:574] : INFO : Epoch 1554 | loss: 0.031178 | val_loss: 0.0311858 | Time: 1292.41 ms [2022-04-12 02:53:25 main:574] : INFO : Epoch 1555 | loss: 0.0311778 | val_loss: 0.0311875 | Time: 1284.47 ms [2022-04-12 02:53:26 main:574] : INFO : Epoch 1556 | loss: 0.0311794 | val_loss: 0.0311887 | Time: 1292.58 ms [2022-04-12 02:53:27 main:574] : INFO : Epoch 1557 | loss: 0.0311777 | val_loss: 0.0311885 | Time: 1280.9 ms [2022-04-12 02:53:29 main:574] : INFO : Epoch 1558 | loss: 0.0311771 | val_loss: 0.0311862 | Time: 1309.24 ms [2022-04-12 02:53:30 main:574] : INFO : Epoch 1559 | loss: 0.0311772 | val_loss: 0.0311868 | Time: 1284.93 ms [2022-04-12 02:53:31 main:574] : INFO : Epoch 1560 | loss: 0.0311763 | val_loss: 0.0311872 | Time: 1291.68 ms [2022-04-12 02:53:32 main:574] : INFO : Epoch 1561 | loss: 0.0311769 | val_loss: 0.0311867 | Time: 1305.14 ms [2022-04-12 02:53:34 main:574] : INFO : Epoch 1562 | loss: 0.0311786 | val_loss: 0.0311968 | Time: 1305.92 ms [2022-04-12 02:53:35 main:574] : INFO : Epoch 1563 | loss: 0.031178 | val_loss: 0.0311863 | Time: 1298.46 ms [2022-04-12 02:53:36 main:574] : INFO : Epoch 1564 | loss: 0.0311763 | val_loss: 0.0311871 | Time: 1337.43 ms [2022-04-12 02:53:38 main:574] : INFO : Epoch 1565 | loss: 0.0311763 | val_loss: 0.0311869 | Time: 1329.78 ms [2022-04-12 02:53:39 main:574] : INFO : Epoch 1566 | loss: 0.0311771 | val_loss: 0.031189 | Time: 1369.02 ms [2022-04-12 02:53:40 main:574] : INFO : Epoch 1567 | loss: 0.0311768 | val_loss: 0.0311867 | Time: 1256.81 ms [2022-04-12 02:53:42 main:574] : INFO : Epoch 1568 | loss: 0.0311757 | val_loss: 0.0311873 | Time: 1342.64 ms [2022-04-12 02:53:43 main:574] : INFO : Epoch 1569 | loss: 0.0311759 | val_loss: 0.0311867 | Time: 1324.87 ms [2022-04-12 02:53:44 main:574] : INFO : Epoch 1570 | loss: 0.0311777 | val_loss: 0.0311873 | Time: 1230.47 ms [2022-04-12 02:53:46 main:574] : INFO : Epoch 1571 | loss: 0.0311767 | val_loss: 0.031186 | Time: 1251.05 ms [2022-04-12 02:53:47 main:574] : INFO : Epoch 1572 | loss: 0.031176 | val_loss: 0.0311871 | Time: 1295.56 ms [2022-04-12 02:53:48 main:574] : INFO : Epoch 1573 | loss: 0.0311768 | val_loss: 0.0311899 | Time: 1295.54 ms [2022-04-12 02:53:50 main:574] : INFO : Epoch 1574 | loss: 0.0311773 | val_loss: 0.0311877 | Time: 1318.65 ms [2022-04-12 02:53:51 main:574] : INFO : Epoch 1575 | loss: 0.0311753 | val_loss: 0.031187 | Time: 1311.75 ms [2022-04-12 02:53:52 main:574] : INFO : Epoch 1576 | loss: 0.031176 | val_loss: 0.031189 | Time: 1322.02 ms [2022-04-12 02:53:54 main:574] : INFO : Epoch 1577 | loss: 0.0311771 | val_loss: 0.0311884 | Time: 1325.67 ms [2022-04-12 02:53:55 main:574] : INFO : Epoch 1578 | loss: 0.0311774 | val_loss: 0.0311895 | Time: 1299.11 ms [2022-04-12 02:53:56 main:574] : INFO : Epoch 1579 | loss: 0.0311765 | val_loss: 0.0311905 | Time: 1368.17 ms [2022-04-12 02:53:58 main:574] : INFO : Epoch 1580 | loss: 0.0311768 | val_loss: 0.0311879 | Time: 1309.19 ms [2022-04-12 02:53:59 main:574] : INFO : Epoch 1581 | loss: 0.0311779 | val_loss: 0.03119 | Time: 1309.27 ms [2022-04-12 02:54:00 main:574] : INFO : Epoch 1582 | loss: 0.031179 | val_loss: 0.0311897 | Time: 1295.81 ms [2022-04-12 02:54:02 main:574] : INFO : Epoch 1583 | loss: 0.031177 | val_loss: 0.0311875 | Time: 1335.38 ms [2022-04-12 02:54:03 main:574] : INFO : Epoch 1584 | loss: 0.0311757 | val_loss: 0.0311854 | Time: 1239.26 ms [2022-04-12 02:54:04 main:574] : INFO : Epoch 1585 | loss: 0.0311761 | val_loss: 0.0311854 | Time: 1281.04 ms [2022-04-12 02:54:06 main:574] : INFO : Epoch 1586 | loss: 0.0311756 | val_loss: 0.0311864 | Time: 1306.68 ms [2022-04-12 02:54:07 main:574] : INFO : Epoch 1587 | loss: 0.0311754 | val_loss: 0.0311869 | Time: 1358.59 ms [2022-04-12 02:54:08 main:574] : INFO : Epoch 1588 | loss: 0.0311774 | val_loss: 0.0312008 | Time: 1367.05 ms [2022-04-12 02:54:10 main:574] : INFO : Epoch 1589 | loss: 0.0311803 | val_loss: 0.0311933 | Time: 1286.36 ms [2022-04-12 02:54:11 main:574] : INFO : Epoch 1590 | loss: 0.0311762 | val_loss: 0.0311865 | Time: 1249.39 ms [2022-04-12 02:54:12 main:574] : INFO : Epoch 1591 | loss: 0.0311775 | val_loss: 0.0311882 | Time: 1337.24 ms [2022-04-12 02:54:14 main:574] : INFO : Epoch 1592 | loss: 0.0311773 | val_loss: 0.0311869 | Time: 1362.7 ms [2022-04-12 02:54:15 main:574] : INFO : Epoch 1593 | loss: 0.0311747 | val_loss: 0.0311884 | Time: 1294.71 ms [2022-04-12 02:54:16 main:574] : INFO : Epoch 1594 | loss: 0.0311748 | val_loss: 0.0311883 | Time: 1294.25 ms [2022-04-12 02:54:17 main:574] : INFO : Epoch 1595 | loss: 0.0311754 | val_loss: 0.0311864 | Time: 1282.2 ms [2022-04-12 02:54:19 main:574] : INFO : Epoch 1596 | loss: 0.0311756 | val_loss: 0.0311876 | Time: 1279.87 ms [2022-04-12 02:54:20 main:574] : INFO : Epoch 1597 | loss: 0.0311752 | val_loss: 0.0311869 | Time: 1319.5 ms [2022-04-12 02:54:21 main:574] : INFO : Epoch 1598 | loss: 0.0311753 | val_loss: 0.0311859 | Time: 1330.89 ms [2022-04-12 02:54:23 main:574] : INFO : Epoch 1599 | loss: 0.0311764 | val_loss: 0.0311895 | Time: 1267.84 ms [2022-04-12 02:54:24 main:574] : INFO : Epoch 1600 | loss: 0.0311768 | val_loss: 0.0311954 | Time: 1348.23 ms [2022-04-12 02:54:25 main:574] : INFO : Epoch 1601 | loss: 0.0311758 | val_loss: 0.0311882 | Time: 1313.91 ms [2022-04-12 02:54:27 main:574] : INFO : Epoch 1602 | loss: 0.0311743 | val_loss: 0.0311864 | Time: 1276.38 ms [2022-04-12 02:54:28 main:574] : INFO : Epoch 1603 | loss: 0.0311747 | val_loss: 0.0311889 | Time: 1286.36 ms [2022-04-12 02:54:29 main:574] : INFO : Epoch 1604 | loss: 0.0311757 | val_loss: 0.0311855 | Time: 1299.83 ms [2022-04-12 02:54:31 main:574] : INFO : Epoch 1605 | loss: 0.0311749 | val_loss: 0.0311866 | Time: 1283.77 ms [2022-04-12 02:54:32 main:574] : INFO : Epoch 1606 | loss: 0.0311745 | val_loss: 0.0311878 | Time: 1335.24 ms [2022-04-12 02:54:33 main:574] : INFO : Epoch 1607 | loss: 0.031174 | val_loss: 0.0311894 | Time: 1271.16 ms [2022-04-12 02:54:35 main:574] : INFO : Epoch 1608 | loss: 0.0311748 | val_loss: 0.0311865 | Time: 1319.19 ms [2022-04-12 02:54:36 main:574] : INFO : Epoch 1609 | loss: 0.0311743 | val_loss: 0.0311868 | Time: 1308.24 ms [2022-04-12 02:54:37 main:574] : INFO : Epoch 1610 | loss: 0.031174 | val_loss: 0.0311868 | Time: 1303.71 ms [2022-04-12 02:54:39 main:574] : INFO : Epoch 1611 | loss: 0.0311738 | val_loss: 0.0311871 | Time: 1240.82 ms [2022-04-12 02:54:40 main:574] : INFO : Epoch 1612 | loss: 0.0311747 | val_loss: 0.0311879 | Time: 1372.12 ms [2022-04-12 02:54:41 main:574] : INFO : Epoch 1613 | loss: 0.0311763 | val_loss: 0.0311898 | Time: 1364.63 ms [2022-04-12 02:54:43 main:574] : INFO : Epoch 1614 | loss: 0.0311762 | val_loss: 0.0311889 | Time: 1334.55 ms [2022-04-12 02:54:44 main:574] : INFO : Epoch 1615 | loss: 0.0311775 | val_loss: 0.031192 | Time: 1282.98 ms [2022-04-12 02:54:45 main:574] : INFO : Epoch 1616 | loss: 0.0311786 | val_loss: 0.0311885 | Time: 1286.62 ms [2022-04-12 02:54:47 main:574] : INFO : Epoch 1617 | loss: 0.0311796 | val_loss: 0.0311888 | Time: 1402.47 ms [2022-04-12 02:54:48 main:574] : INFO : Epoch 1618 | loss: 0.0311775 | val_loss: 0.0311888 | Time: 1293.63 ms [2022-04-12 02:54:49 main:574] : INFO : Epoch 1619 | loss: 0.0311755 | val_loss: 0.0311882 | Time: 1239.99 ms [2022-04-12 02:54:51 main:574] : INFO : Epoch 1620 | loss: 0.0311747 | val_loss: 0.0311876 | Time: 1301.49 ms [2022-04-12 02:54:52 main:574] : INFO : Epoch 1621 | loss: 0.0311753 | val_loss: 0.0311855 | Time: 1285.04 ms [2022-04-12 02:54:53 main:574] : INFO : Epoch 1622 | loss: 0.0311743 | val_loss: 0.0311877 | Time: 1284.51 ms [2022-04-12 02:54:54 main:574] : INFO : Epoch 1623 | loss: 0.0311743 | val_loss: 0.0311875 | Time: 1311.65 ms [2022-04-12 02:54:56 main:574] : INFO : Epoch 1624 | loss: 0.0311741 | val_loss: 0.0311901 | Time: 1228.81 ms [2022-04-12 02:54:57 main:574] : INFO : Epoch 1625 | loss: 0.0311751 | val_loss: 0.0311883 | Time: 1261.87 ms [2022-04-12 02:54:58 main:574] : INFO : Epoch 1626 | loss: 0.0311738 | val_loss: 0.0311877 | Time: 1288.72 ms [2022-04-12 02:55:00 main:574] : INFO : Epoch 1627 | loss: 0.0311727 | val_loss: 0.0311868 | Time: 1302.15 ms [2022-04-12 02:55:01 main:574] : INFO : Epoch 1628 | loss: 0.0311736 | val_loss: 0.0311867 | Time: 1349.24 ms [2022-04-12 02:55:02 main:574] : INFO : Epoch 1629 | loss: 0.0311728 | val_loss: 0.0311876 | Time: 1319.55 ms [2022-04-12 02:55:04 main:574] : INFO : Epoch 1630 | loss: 0.0311724 | val_loss: 0.0311864 | Time: 1283.65 ms [2022-04-12 02:55:05 main:574] : INFO : Epoch 1631 | loss: 0.0311741 | val_loss: 0.0311895 | Time: 1260.63 ms [2022-04-12 02:55:06 main:574] : INFO : Epoch 1632 | loss: 0.0311727 | val_loss: 0.0311869 | Time: 1302.2 ms [2022-04-12 02:55:08 main:574] : INFO : Epoch 1633 | loss: 0.0311734 | val_loss: 0.0311873 | Time: 1341.87 ms [2022-04-12 02:55:09 main:574] : INFO : Epoch 1634 | loss: 0.031172 | val_loss: 0.0311854 | Time: 1346.8 ms [2022-04-12 02:55:10 main:574] : INFO : Epoch 1635 | loss: 0.0311742 | val_loss: 0.0311919 | Time: 1323.52 ms [2022-04-12 02:55:12 main:574] : INFO : Epoch 1636 | loss: 0.0311739 | val_loss: 0.0311925 | Time: 1283.11 ms [2022-04-12 02:55:13 main:574] : INFO : Epoch 1637 | loss: 0.0311744 | val_loss: 0.0311905 | Time: 1305.2 ms [2022-04-12 02:55:14 main:574] : INFO : Epoch 1638 | loss: 0.0311738 | val_loss: 0.0311912 | Time: 1291.1 ms [2022-04-12 02:55:16 main:574] : INFO : Epoch 1639 | loss: 0.0311729 | val_loss: 0.0311881 | Time: 1352.49 ms [2022-04-12 02:55:17 main:574] : INFO : Epoch 1640 | loss: 0.0311732 | val_loss: 0.0311866 | Time: 1222.54 ms [2022-04-12 02:55:18 main:574] : INFO : Epoch 1641 | loss: 0.0311772 | val_loss: 0.0311896 | Time: 1255.73 ms [2022-04-12 02:55:19 main:574] : INFO : Epoch 1642 | loss: 0.0311775 | val_loss: 0.0311887 | Time: 1346.78 ms [2022-04-12 02:55:21 main:574] : INFO : Epoch 1643 | loss: 0.0311748 | val_loss: 0.0311879 | Time: 1325.42 ms [2022-04-12 02:55:22 main:574] : INFO : Epoch 1644 | loss: 0.0311742 | val_loss: 0.0311894 | Time: 1306.4 ms [2022-04-12 02:55:23 main:574] : INFO : Epoch 1645 | loss: 0.0311751 | val_loss: 0.031194 | Time: 1256.32 ms [2022-04-12 02:55:25 main:574] : INFO : Epoch 1646 | loss: 0.0311759 | val_loss: 0.0311919 | Time: 1458.62 ms [2022-04-12 02:55:26 main:574] : INFO : Epoch 1647 | loss: 0.0311738 | val_loss: 0.0311882 | Time: 1426.68 ms [2022-04-12 02:55:28 main:574] : INFO : Epoch 1648 | loss: 0.0311746 | val_loss: 0.0311871 | Time: 1332.6 ms [2022-04-12 02:55:29 main:574] : INFO : Epoch 1649 | loss: 0.0311741 | val_loss: 0.0311925 | Time: 1414.38 ms [2022-04-12 02:55:31 main:574] : INFO : Epoch 1650 | loss: 0.0311741 | val_loss: 0.0311898 | Time: 1427.39 ms [2022-04-12 02:55:32 main:574] : INFO : Epoch 1651 | loss: 0.0311741 | val_loss: 0.0311855 | Time: 1396.12 ms [2022-04-12 02:55:33 main:574] : INFO : Epoch 1652 | loss: 0.0311726 | val_loss: 0.0311895 | Time: 1374.21 ms [2022-04-12 02:55:35 main:574] : INFO : Epoch 1653 | loss: 0.0311747 | val_loss: 0.0311873 | Time: 1417.43 ms [2022-04-12 02:55:36 main:574] : INFO : Epoch 1654 | loss: 0.0311739 | val_loss: 0.0311872 | Time: 1409.97 ms [2022-04-12 02:55:38 main:574] : INFO : Epoch 1655 | loss: 0.0311719 | val_loss: 0.0311871 | Time: 1371.95 ms [2022-04-12 02:55:39 main:574] : INFO : Epoch 1656 | loss: 0.0311739 | val_loss: 0.0311909 | Time: 1481 ms [2022-04-12 02:55:40 main:574] : INFO : Epoch 1657 | loss: 0.0311761 | val_loss: 0.0311974 | Time: 1328.78 ms [2022-04-12 02:55:42 main:574] : INFO : Epoch 1658 | loss: 0.0311741 | val_loss: 0.0311879 | Time: 1427.17 ms [2022-04-12 02:55:43 main:574] : INFO : Epoch 1659 | loss: 0.0311716 | val_loss: 0.0311883 | Time: 1441.85 ms [2022-04-12 02:55:45 main:574] : INFO : Epoch 1660 | loss: 0.0311734 | val_loss: 0.0311879 | Time: 1499.23 ms [2022-04-12 02:55:47 main:574] : INFO : Epoch 1661 | loss: 0.0311741 | val_loss: 0.0311889 | Time: 1603.88 ms [2022-04-12 02:55:48 main:574] : INFO : Epoch 1662 | loss: 0.0311754 | val_loss: 0.0311937 | Time: 1626.14 ms [2022-04-12 02:55:49 main:574] : INFO : Epoch 1663 | loss: 0.0311739 | val_loss: 0.0311903 | Time: 1319.77 ms [2022-04-12 02:55:51 main:574] : INFO : Epoch 1664 | loss: 0.0311729 | val_loss: 0.0311893 | Time: 1460.06 ms [2022-04-12 02:55:52 main:574] : INFO : Epoch 1665 | loss: 0.0311715 | val_loss: 0.0311881 | Time: 1405.97 ms [2022-04-12 02:55:54 main:574] : INFO : Epoch 1666 | loss: 0.0311729 | val_loss: 0.0311892 | Time: 1370.15 ms [2022-04-12 02:55:55 main:574] : INFO : Epoch 1667 | loss: 0.0311726 | val_loss: 0.0311881 | Time: 1439.15 ms [2022-04-12 02:55:57 main:574] : INFO : Epoch 1668 | loss: 0.0311727 | val_loss: 0.0311894 | Time: 1342.67 ms [2022-04-12 02:55:58 main:574] : INFO : Epoch 1669 | loss: 0.0311742 | val_loss: 0.0311905 | Time: 1489.44 ms [2022-04-12 02:55:59 main:574] : INFO : Epoch 1670 | loss: 0.0311723 | val_loss: 0.0311881 | Time: 1357.54 ms [2022-04-12 02:56:01 main:574] : INFO : Epoch 1671 | loss: 0.0311763 | val_loss: 0.0311987 | Time: 1403.07 ms [2022-04-12 02:56:02 main:574] : INFO : Epoch 1672 | loss: 0.0311792 | val_loss: 0.0311868 | Time: 1404.17 ms [2022-04-12 02:56:04 main:574] : INFO : Epoch 1673 | loss: 0.0311782 | val_loss: 0.0311862 | Time: 1386.66 ms [2022-04-12 02:56:05 main:574] : INFO : Epoch 1674 | loss: 0.0311753 | val_loss: 0.0311882 | Time: 1446.08 ms [2022-04-12 02:56:07 main:574] : INFO : Epoch 1675 | loss: 0.0311736 | val_loss: 0.0311873 | Time: 1317.67 ms [2022-04-12 02:56:08 main:574] : INFO : Epoch 1676 | loss: 0.0311727 | val_loss: 0.0311888 | Time: 1398.13 ms [2022-04-12 02:56:09 main:574] : INFO : Epoch 1677 | loss: 0.0311736 | val_loss: 0.031188 | Time: 1403.26 ms [2022-04-12 02:56:11 main:574] : INFO : Epoch 1678 | loss: 0.0311754 | val_loss: 0.0311854 | Time: 1353.91 ms [2022-04-12 02:56:12 main:574] : INFO : Epoch 1679 | loss: 0.0311742 | val_loss: 0.031187 | Time: 1366.42 ms [2022-04-12 02:56:14 main:574] : INFO : Epoch 1680 | loss: 0.031173 | val_loss: 0.0311902 | Time: 1415.84 ms [2022-04-12 02:56:15 main:574] : INFO : Epoch 1681 | loss: 0.0311728 | val_loss: 0.0311906 | Time: 1416.48 ms [2022-04-12 02:56:16 main:574] : INFO : Epoch 1682 | loss: 0.0311724 | val_loss: 0.0311872 | Time: 1422.93 ms [2022-04-12 02:56:18 main:574] : INFO : Epoch 1683 | loss: 0.0311725 | val_loss: 0.0311877 | Time: 1391.81 ms [2022-04-12 02:56:19 main:574] : INFO : Epoch 1684 | loss: 0.0311726 | val_loss: 0.0311925 | Time: 1456.13 ms [2022-04-12 02:56:21 main:574] : INFO : Epoch 1685 | loss: 0.0311766 | val_loss: 0.0311894 | Time: 1378.78 ms [2022-04-12 02:56:22 main:574] : INFO : Epoch 1686 | loss: 0.0311743 | val_loss: 0.031204 | Time: 1435.71 ms [2022-04-12 02:56:24 main:574] : INFO : Epoch 1687 | loss: 0.0311741 | val_loss: 0.0311897 | Time: 1439.5 ms [2022-04-12 02:56:25 main:574] : INFO : Epoch 1688 | loss: 0.0311718 | val_loss: 0.0311902 | Time: 1329.73 ms [2022-04-12 02:56:26 main:574] : INFO : Epoch 1689 | loss: 0.0311716 | val_loss: 0.0311911 | Time: 1418.62 ms [2022-04-12 02:56:28 main:574] : INFO : Epoch 1690 | loss: 0.0311713 | val_loss: 0.0311894 | Time: 1419.12 ms [2022-04-12 02:56:29 main:574] : INFO : Epoch 1691 | loss: 0.0311734 | val_loss: 0.0311953 | Time: 1336.92 ms [2022-04-12 02:56:31 main:574] : INFO : Epoch 1692 | loss: 0.031174 | val_loss: 0.0311882 | Time: 1429.34 ms [2022-04-12 02:56:32 main:574] : INFO : Epoch 1693 | loss: 0.0311739 | val_loss: 0.0311881 | Time: 1374.92 ms [2022-04-12 02:56:33 main:574] : INFO : Epoch 1694 | loss: 0.0311727 | val_loss: 0.031196 | Time: 1391.95 ms [2022-04-12 02:56:35 main:574] : INFO : Epoch 1695 | loss: 0.0311756 | val_loss: 0.0311895 | Time: 1412.3 ms [2022-04-12 02:56:36 main:574] : INFO : Epoch 1696 | loss: 0.0311729 | val_loss: 0.031189 | Time: 1375.77 ms [2022-04-12 02:56:38 main:574] : INFO : Epoch 1697 | loss: 0.0311723 | val_loss: 0.0311898 | Time: 1390.33 ms [2022-04-12 02:56:39 main:574] : INFO : Epoch 1698 | loss: 0.0311726 | val_loss: 0.0311897 | Time: 1474.18 ms [2022-04-12 02:56:41 main:574] : INFO : Epoch 1699 | loss: 0.0311718 | val_loss: 0.0311916 | Time: 1364.7 ms [2022-04-12 02:56:42 main:574] : INFO : Epoch 1700 | loss: 0.0311733 | val_loss: 0.0311863 | Time: 1401.97 ms [2022-04-12 02:56:43 main:574] : INFO : Epoch 1701 | loss: 0.0311734 | val_loss: 0.0311878 | Time: 1460.01 ms [2022-04-12 02:56:45 main:574] : INFO : Epoch 1702 | loss: 0.0311722 | val_loss: 0.0311898 | Time: 1453.23 ms [2022-04-12 02:56:46 main:574] : INFO : Epoch 1703 | loss: 0.0311721 | val_loss: 0.0311917 | Time: 1412.17 ms [2022-04-12 02:56:48 main:574] : INFO : Epoch 1704 | loss: 0.031172 | val_loss: 0.0311898 | Time: 1531.05 ms [2022-04-12 02:56:49 main:574] : INFO : Epoch 1705 | loss: 0.0311725 | val_loss: 0.0311873 | Time: 1430.61 ms [2022-04-12 02:56:51 main:574] : INFO : Epoch 1706 | loss: 0.0311733 | val_loss: 0.031191 | Time: 1426.81 ms [2022-04-12 02:56:52 main:574] : INFO : Epoch 1707 | loss: 0.0311747 | val_loss: 0.0311881 | Time: 1445.59 ms [2022-04-12 02:56:54 main:574] : INFO : Epoch 1708 | loss: 0.0311754 | val_loss: 0.031187 | Time: 1477.45 ms [2022-04-12 02:56:55 main:574] : INFO : Epoch 1709 | loss: 0.031174 | val_loss: 0.0311882 | Time: 1474.25 ms [2022-04-12 02:56:57 main:574] : INFO : Epoch 1710 | loss: 0.0311771 | val_loss: 0.0311891 | Time: 1477.92 ms [2022-04-12 02:56:58 main:574] : INFO : Epoch 1711 | loss: 0.0311749 | val_loss: 0.0311881 | Time: 1465.53 ms [2022-04-12 02:57:00 main:574] : INFO : Epoch 1712 | loss: 0.0311744 | val_loss: 0.0311882 | Time: 1425.16 ms [2022-04-12 02:57:01 main:574] : INFO : Epoch 1713 | loss: 0.0311739 | val_loss: 0.0311878 | Time: 1528.89 ms [2022-04-12 02:57:03 main:574] : INFO : Epoch 1714 | loss: 0.0311764 | val_loss: 0.0311894 | Time: 1399.46 ms [2022-04-12 02:57:04 main:574] : INFO : Epoch 1715 | loss: 0.0311756 | val_loss: 0.031188 | Time: 1404.18 ms [2022-04-12 02:57:05 main:574] : INFO : Epoch 1716 | loss: 0.0311776 | val_loss: 0.031194 | Time: 1325.62 ms [2022-04-12 02:57:07 main:574] : INFO : Epoch 1717 | loss: 0.0311743 | val_loss: 0.0311888 | Time: 1462.68 ms [2022-04-12 02:57:08 main:574] : INFO : Epoch 1718 | loss: 0.0311729 | val_loss: 0.0311877 | Time: 1355.77 ms [2022-04-12 02:57:10 main:574] : INFO : Epoch 1719 | loss: 0.0311718 | val_loss: 0.0311886 | Time: 1378.04 ms [2022-04-12 02:57:11 main:574] : INFO : Epoch 1720 | loss: 0.0311726 | val_loss: 0.0311941 | Time: 1476.11 ms [2022-04-12 02:57:12 main:574] : INFO : Epoch 1721 | loss: 0.0311726 | val_loss: 0.0311848 | Time: 1389.07 ms [2022-04-12 02:57:14 main:574] : INFO : Epoch 1722 | loss: 0.0311732 | val_loss: 0.0311868 | Time: 1430.04 ms [2022-04-12 02:57:15 main:574] : INFO : Epoch 1723 | loss: 0.0311716 | val_loss: 0.0311885 | Time: 1429.16 ms [2022-04-12 02:57:17 main:574] : INFO : Epoch 1724 | loss: 0.0311717 | val_loss: 0.0311871 | Time: 1445.05 ms [2022-04-12 02:57:18 main:574] : INFO : Epoch 1725 | loss: 0.0311725 | val_loss: 0.031187 | Time: 1481.11 ms [2022-04-12 02:57:20 main:574] : INFO : Epoch 1726 | loss: 0.0311736 | val_loss: 0.0311872 | Time: 1408.29 ms [2022-04-12 02:57:21 main:574] : INFO : Epoch 1727 | loss: 0.0311727 | val_loss: 0.0311899 | Time: 1379.74 ms [2022-04-12 02:57:23 main:574] : INFO : Epoch 1728 | loss: 0.0311719 | val_loss: 0.0311895 | Time: 1356.97 ms [2022-04-12 02:57:24 main:574] : INFO : Epoch 1729 | loss: 0.0311718 | val_loss: 0.0311901 | Time: 1439.78 ms [2022-04-12 02:57:25 main:574] : INFO : Epoch 1730 | loss: 0.0311745 | val_loss: 0.0311878 | Time: 1418.49 ms [2022-04-12 02:57:27 main:574] : INFO : Epoch 1731 | loss: 0.0311753 | val_loss: 0.0311869 | Time: 1360.91 ms [2022-04-12 02:57:28 main:574] : INFO : Epoch 1732 | loss: 0.0311764 | val_loss: 0.0311906 | Time: 1447.58 ms [2022-04-12 02:57:30 main:574] : INFO : Epoch 1733 | loss: 0.0311775 | val_loss: 0.0311913 | Time: 1447.6 ms [2022-04-12 02:57:31 main:574] : INFO : Epoch 1734 | loss: 0.0311765 | val_loss: 0.0311897 | Time: 1389.42 ms [2022-04-12 02:57:33 main:574] : INFO : Epoch 1735 | loss: 0.0311735 | val_loss: 0.0311868 | Time: 1423.21 ms [2022-04-12 02:57:34 main:574] : INFO : Epoch 1736 | loss: 0.0311757 | val_loss: 0.0311898 | Time: 1371.39 ms [2022-04-12 02:57:35 main:574] : INFO : Epoch 1737 | loss: 0.031174 | val_loss: 0.0311878 | Time: 1336.82 ms [2022-04-12 02:57:37 main:574] : INFO : Epoch 1738 | loss: 0.0311729 | val_loss: 0.0311875 | Time: 1374 ms [2022-04-12 02:57:38 main:574] : INFO : Epoch 1739 | loss: 0.0311734 | val_loss: 0.0311866 | Time: 1399.26 ms [2022-04-12 02:57:40 main:574] : INFO : Epoch 1740 | loss: 0.0311718 | val_loss: 0.0311891 | Time: 1404.29 ms [2022-04-12 02:57:41 main:574] : INFO : Epoch 1741 | loss: 0.031175 | val_loss: 0.0311944 | Time: 1354.78 ms [2022-04-12 02:57:42 main:574] : INFO : Epoch 1742 | loss: 0.0311739 | val_loss: 0.0311876 | Time: 1380.12 ms [2022-04-12 02:57:44 main:574] : INFO : Epoch 1743 | loss: 0.0311716 | val_loss: 0.0311902 | Time: 1384.87 ms [2022-04-12 02:57:45 main:574] : INFO : Epoch 1744 | loss: 0.0311738 | val_loss: 0.0311885 | Time: 1392.75 ms [2022-04-12 02:57:47 main:574] : INFO : Epoch 1745 | loss: 0.0311736 | val_loss: 0.0311925 | Time: 1373.64 ms [2022-04-12 02:57:48 main:574] : INFO : Epoch 1746 | loss: 0.0311712 | val_loss: 0.0311882 | Time: 1333.82 ms [2022-04-12 02:57:49 main:574] : INFO : Epoch 1747 | loss: 0.0311717 | val_loss: 0.0311918 | Time: 1430.31 ms [2022-04-12 02:57:51 main:574] : INFO : Epoch 1748 | loss: 0.0311716 | val_loss: 0.03119 | Time: 1572.09 ms [2022-04-12 02:57:52 main:574] : INFO : Epoch 1749 | loss: 0.0311724 | val_loss: 0.0311901 | Time: 1477.34 ms [2022-04-12 02:57:54 main:574] : INFO : Epoch 1750 | loss: 0.0311739 | val_loss: 0.0311951 | Time: 1397.06 ms [2022-04-12 02:57:55 main:574] : INFO : Epoch 1751 | loss: 0.0311755 | val_loss: 0.0311853 | Time: 1419.84 ms [2022-04-12 02:57:57 main:574] : INFO : Epoch 1752 | loss: 0.0311748 | val_loss: 0.0311865 | Time: 1425.25 ms [2022-04-12 02:57:58 main:574] : INFO : Epoch 1753 | loss: 0.0311703 | val_loss: 0.0311867 | Time: 1423.39 ms [2022-04-12 02:58:00 main:574] : INFO : Epoch 1754 | loss: 0.0311704 | val_loss: 0.0311881 | Time: 1490.42 ms [2022-04-12 02:58:01 main:574] : INFO : Epoch 1755 | loss: 0.0311719 | val_loss: 0.0311888 | Time: 1463.24 ms [2022-04-12 02:58:03 main:574] : INFO : Epoch 1756 | loss: 0.0311736 | val_loss: 0.0311925 | Time: 1543.13 ms [2022-04-12 02:58:04 main:574] : INFO : Epoch 1757 | loss: 0.0311747 | val_loss: 0.0311875 | Time: 1405.77 ms [2022-04-12 02:58:06 main:574] : INFO : Epoch 1758 | loss: 0.0311727 | val_loss: 0.0311879 | Time: 1361.07 ms [2022-04-12 02:58:07 main:574] : INFO : Epoch 1759 | loss: 0.0311737 | val_loss: 0.0311884 | Time: 1461.91 ms [2022-04-12 02:58:08 main:574] : INFO : Epoch 1760 | loss: 0.0311735 | val_loss: 0.0311927 | Time: 1389.41 ms [2022-04-12 02:58:10 main:574] : INFO : Epoch 1761 | loss: 0.031172 | val_loss: 0.0311892 | Time: 1422.76 ms [2022-04-12 02:58:11 main:574] : INFO : Epoch 1762 | loss: 0.0311746 | val_loss: 0.0311912 | Time: 1377.98 ms [2022-04-12 02:58:13 main:574] : INFO : Epoch 1763 | loss: 0.0311727 | val_loss: 0.0311862 | Time: 1416.78 ms [2022-04-12 02:58:14 main:574] : INFO : Epoch 1764 | loss: 0.0311713 | val_loss: 0.0311872 | Time: 1349.61 ms [2022-04-12 02:58:15 main:574] : INFO : Epoch 1765 | loss: 0.0311703 | val_loss: 0.0311875 | Time: 1413.28 ms [2022-04-12 02:58:17 main:574] : INFO : Epoch 1766 | loss: 0.0311706 | val_loss: 0.0311884 | Time: 1382.29 ms [2022-04-12 02:58:18 main:574] : INFO : Epoch 1767 | loss: 0.0311719 | val_loss: 0.0311893 | Time: 1430.14 ms [2022-04-12 02:58:20 main:574] : INFO : Epoch 1768 | loss: 0.0311707 | val_loss: 0.031193 | Time: 1507.99 ms [2022-04-12 02:58:21 main:574] : INFO : Epoch 1769 | loss: 0.0311705 | val_loss: 0.0311886 | Time: 1394.2 ms [2022-04-12 02:58:23 main:574] : INFO : Epoch 1770 | loss: 0.0311707 | val_loss: 0.031187 | Time: 1359.97 ms [2022-04-12 02:58:24 main:574] : INFO : Epoch 1771 | loss: 0.0311695 | val_loss: 0.0311889 | Time: 1397.44 ms [2022-04-12 02:58:25 main:574] : INFO : Epoch 1772 | loss: 0.0311726 | val_loss: 0.0311901 | Time: 1381.43 ms [2022-04-12 02:58:27 main:574] : INFO : Epoch 1773 | loss: 0.0311705 | val_loss: 0.0311903 | Time: 1368.15 ms [2022-04-12 02:58:28 main:574] : INFO : Epoch 1774 | loss: 0.0311727 | val_loss: 0.0311903 | Time: 1444.84 ms [2022-04-12 02:58:30 main:574] : INFO : Epoch 1775 | loss: 0.031172 | val_loss: 0.0311899 | Time: 1439.04 ms [2022-04-12 02:58:31 main:574] : INFO : Epoch 1776 | loss: 0.0311747 | val_loss: 0.0311873 | Time: 1510.34 ms [2022-04-12 02:58:33 main:574] : INFO : Epoch 1777 | loss: 0.0311757 | val_loss: 0.0311867 | Time: 1408.49 ms [2022-04-12 02:58:34 main:574] : INFO : Epoch 1778 | loss: 0.0311734 | val_loss: 0.0311906 | Time: 1359.37 ms [2022-04-12 02:58:36 main:574] : INFO : Epoch 1779 | loss: 0.0311734 | val_loss: 0.0311886 | Time: 1381.99 ms [2022-04-12 02:58:37 main:574] : INFO : Epoch 1780 | loss: 0.0311728 | val_loss: 0.0311908 | Time: 1481.39 ms [2022-04-12 02:58:39 main:574] : INFO : Epoch 1781 | loss: 0.0311706 | val_loss: 0.0311933 | Time: 1450.18 ms [2022-04-12 02:58:40 main:574] : INFO : Epoch 1782 | loss: 0.0311714 | val_loss: 0.0311953 | Time: 1451.27 ms [2022-04-12 02:58:41 main:574] : INFO : Epoch 1783 | loss: 0.0311718 | val_loss: 0.0311893 | Time: 1365.13 ms [2022-04-12 02:58:43 main:574] : INFO : Epoch 1784 | loss: 0.031171 | val_loss: 0.0311891 | Time: 1474.95 ms [2022-04-12 02:58:44 main:574] : INFO : Epoch 1785 | loss: 0.0311706 | val_loss: 0.0311897 | Time: 1397.99 ms [2022-04-12 02:58:46 main:574] : INFO : Epoch 1786 | loss: 0.0311706 | val_loss: 0.0311876 | Time: 1400.94 ms [2022-04-12 02:58:47 main:574] : INFO : Epoch 1787 | loss: 0.0311717 | val_loss: 0.0311896 | Time: 1463.43 ms [2022-04-12 02:58:49 main:574] : INFO : Epoch 1788 | loss: 0.0311706 | val_loss: 0.0311899 | Time: 1408.74 ms [2022-04-12 02:58:50 main:574] : INFO : Epoch 1789 | loss: 0.0311697 | val_loss: 0.0311901 | Time: 1333.02 ms [2022-04-12 02:58:51 main:574] : INFO : Epoch 1790 | loss: 0.0311701 | val_loss: 0.031188 | Time: 1495.01 ms [2022-04-12 02:58:53 main:574] : INFO : Epoch 1791 | loss: 0.0311695 | val_loss: 0.0311918 | Time: 1459.8 ms [2022-04-12 02:58:54 main:574] : INFO : Epoch 1792 | loss: 0.0311696 | val_loss: 0.0311921 | Time: 1471.16 ms [2022-04-12 02:58:56 main:574] : INFO : Epoch 1793 | loss: 0.0311717 | val_loss: 0.0311938 | Time: 1592.42 ms [2022-04-12 02:58:58 main:574] : INFO : Epoch 1794 | loss: 0.0311727 | val_loss: 0.0311971 | Time: 1541.61 ms [2022-04-12 02:58:59 main:574] : INFO : Epoch 1795 | loss: 0.0311713 | val_loss: 0.03119 | Time: 1578.88 ms [2022-04-12 02:59:01 main:574] : INFO : Epoch 1796 | loss: 0.0311716 | val_loss: 0.0311919 | Time: 1567.02 ms [2022-04-12 02:59:02 main:574] : INFO : Epoch 1797 | loss: 0.031171 | val_loss: 0.0311917 | Time: 1515.37 ms [2022-04-12 02:59:04 main:574] : INFO : Epoch 1798 | loss: 0.0311714 | val_loss: 0.0311899 | Time: 1629.93 ms [2022-04-12 02:59:05 main:574] : INFO : Epoch 1799 | loss: 0.0311708 | val_loss: 0.031191 | Time: 1468.75 ms [2022-04-12 02:59:07 main:574] : INFO : Epoch 1800 | loss: 0.0311699 | val_loss: 0.0311877 | Time: 1517.38 ms [2022-04-12 02:59:08 main:574] : INFO : Epoch 1801 | loss: 0.0311711 | val_loss: 0.0311868 | Time: 1410.16 ms [2022-04-12 02:59:10 main:574] : INFO : Epoch 1802 | loss: 0.0311705 | val_loss: 0.0311881 | Time: 1541.83 ms [2022-04-12 02:59:11 main:574] : INFO : Epoch 1803 | loss: 0.0311769 | val_loss: 0.0311965 | Time: 1329.94 ms [2022-04-12 02:59:13 main:574] : INFO : Epoch 1804 | loss: 0.0311738 | val_loss: 0.0311916 | Time: 1437.44 ms [2022-04-12 02:59:14 main:574] : INFO : Epoch 1805 | loss: 0.0311751 | val_loss: 0.0311886 | Time: 1451.84 ms [2022-04-12 02:59:16 main:574] : INFO : Epoch 1806 | loss: 0.0311742 | val_loss: 0.0311891 | Time: 1398.6 ms [2022-04-12 02:59:17 main:574] : INFO : Epoch 1807 | loss: 0.0311719 | val_loss: 0.031187 | Time: 1425.37 ms [2022-04-12 02:59:19 main:574] : INFO : Epoch 1808 | loss: 0.0311721 | val_loss: 0.0311913 | Time: 1506.91 ms [2022-04-12 02:59:20 main:574] : INFO : Epoch 1809 | loss: 0.0311722 | val_loss: 0.0311876 | Time: 1391.59 ms [2022-04-12 02:59:22 main:574] : INFO : Epoch 1810 | loss: 0.0311714 | val_loss: 0.0311899 | Time: 1491.65 ms [2022-04-12 02:59:23 main:574] : INFO : Epoch 1811 | loss: 0.0311732 | val_loss: 0.0311898 | Time: 1506.71 ms [2022-04-12 02:59:25 main:574] : INFO : Epoch 1812 | loss: 0.0311719 | val_loss: 0.0311898 | Time: 1488.43 ms [2022-04-12 02:59:26 main:574] : INFO : Epoch 1813 | loss: 0.0311705 | val_loss: 0.0311887 | Time: 1485.73 ms [2022-04-12 02:59:28 main:574] : INFO : Epoch 1814 | loss: 0.0311708 | val_loss: 0.0311873 | Time: 1576.63 ms [2022-04-12 02:59:29 main:574] : INFO : Epoch 1815 | loss: 0.0311716 | val_loss: 0.0311937 | Time: 1620.14 ms [2022-04-12 02:59:31 main:574] : INFO : Epoch 1816 | loss: 0.0311721 | val_loss: 0.0311878 | Time: 1634.08 ms [2022-04-12 02:59:33 main:574] : INFO : Epoch 1817 | loss: 0.031174 | val_loss: 0.0311925 | Time: 1464.4 ms [2022-04-12 02:59:34 main:574] : INFO : Epoch 1818 | loss: 0.0311716 | val_loss: 0.0311886 | Time: 1643.89 ms [2022-04-12 02:59:36 main:574] : INFO : Epoch 1819 | loss: 0.0311724 | val_loss: 0.0311912 | Time: 1545.58 ms [2022-04-12 02:59:37 main:574] : INFO : Epoch 1820 | loss: 0.0311701 | val_loss: 0.0311872 | Time: 1579.31 ms [2022-04-12 02:59:39 main:574] : INFO : Epoch 1821 | loss: 0.0311711 | val_loss: 0.0311893 | Time: 1661.88 ms [2022-04-12 02:59:41 main:574] : INFO : Epoch 1822 | loss: 0.0311703 | val_loss: 0.0311882 | Time: 1544.04 ms [2022-04-12 02:59:42 main:574] : INFO : Epoch 1823 | loss: 0.0311729 | val_loss: 0.0311947 | Time: 1552.35 ms [2022-04-12 02:59:44 main:574] : INFO : Epoch 1824 | loss: 0.031171 | val_loss: 0.0311905 | Time: 1547.19 ms [2022-04-12 02:59:45 main:574] : INFO : Epoch 1825 | loss: 0.0311703 | val_loss: 0.0311882 | Time: 1583.27 ms [2022-04-12 02:59:47 main:574] : INFO : Epoch 1826 | loss: 0.0311696 | val_loss: 0.0311895 | Time: 1485.15 ms [2022-04-12 02:59:48 main:574] : INFO : Epoch 1827 | loss: 0.0311688 | val_loss: 0.0311979 | Time: 1599.77 ms [2022-04-12 02:59:50 main:574] : INFO : Epoch 1828 | loss: 0.0311692 | val_loss: 0.0311891 | Time: 1521.62 ms [2022-04-12 02:59:51 main:574] : INFO : Epoch 1829 | loss: 0.0311679 | val_loss: 0.031192 | Time: 1411 ms [2022-04-12 02:59:53 main:574] : INFO : Epoch 1830 | loss: 0.0311683 | val_loss: 0.031191 | Time: 1448.78 ms [2022-04-12 02:59:54 main:574] : INFO : Epoch 1831 | loss: 0.0311718 | val_loss: 0.0311911 | Time: 1379.49 ms [2022-04-12 02:59:56 main:574] : INFO : Epoch 1832 | loss: 0.0311722 | val_loss: 0.0311891 | Time: 1561.68 ms [2022-04-12 02:59:57 main:574] : INFO : Epoch 1833 | loss: 0.0311719 | val_loss: 0.031198 | Time: 1470.07 ms [2022-04-12 02:59:59 main:574] : INFO : Epoch 1834 | loss: 0.0311723 | val_loss: 0.0311931 | Time: 1456.22 ms [2022-04-12 03:00:00 main:574] : INFO : Epoch 1835 | loss: 0.0311698 | val_loss: 0.0311882 | Time: 1594.57 ms [2022-04-12 03:00:02 main:574] : INFO : Epoch 1836 | loss: 0.0311717 | val_loss: 0.0311884 | Time: 1676.63 ms [2022-04-12 03:00:04 main:574] : INFO : Epoch 1837 | loss: 0.0311734 | val_loss: 0.0311893 | Time: 1441.08 ms [2022-04-12 03:00:05 main:574] : INFO : Epoch 1838 | loss: 0.0311727 | val_loss: 0.0311892 | Time: 1421.94 ms [2022-04-12 03:00:07 main:574] : INFO : Epoch 1839 | loss: 0.0311723 | val_loss: 0.0311885 | Time: 1507.45 ms [2022-04-12 03:00:08 main:574] : INFO : Epoch 1840 | loss: 0.0311723 | val_loss: 0.031187 | Time: 1643.23 ms [2022-04-12 03:00:10 main:574] : INFO : Epoch 1841 | loss: 0.0311723 | val_loss: 0.0311919 | Time: 1631.46 ms [2022-04-12 03:00:12 main:574] : INFO : Epoch 1842 | loss: 0.0311743 | val_loss: 0.0312 | Time: 1680.9 ms [2022-04-12 03:00:13 main:574] : INFO : Epoch 1843 | loss: 0.0311838 | val_loss: 0.0312061 | Time: 1429.58 ms [2022-04-12 03:00:15 main:574] : INFO : Epoch 1844 | loss: 0.0311807 | val_loss: 0.0311905 | Time: 1550.85 ms [2022-04-12 03:00:16 main:574] : INFO : Epoch 1845 | loss: 0.0311721 | val_loss: 0.0311905 | Time: 1744.62 ms [2022-04-12 03:00:18 main:574] : INFO : Epoch 1846 | loss: 0.031171 | val_loss: 0.0311953 | Time: 1607.92 ms [2022-04-12 03:00:20 main:574] : INFO : Epoch 1847 | loss: 0.0311722 | val_loss: 0.0311915 | Time: 1614.22 ms [2022-04-12 03:00:21 main:574] : INFO : Epoch 1848 | loss: 0.0311746 | val_loss: 0.0311934 | Time: 1481.08 ms [2022-04-12 03:00:22 main:574] : INFO : Epoch 1849 | loss: 0.0311734 | val_loss: 0.031191 | Time: 1306.41 ms [2022-04-12 03:00:24 main:574] : INFO : Epoch 1850 | loss: 0.0311703 | val_loss: 0.03119 | Time: 1410.85 ms [2022-04-12 03:00:25 main:574] : INFO : Epoch 1851 | loss: 0.0311692 | val_loss: 0.0311888 | Time: 1634.66 ms [2022-04-12 03:00:27 main:574] : INFO : Epoch 1852 | loss: 0.0311715 | val_loss: 0.0311863 | Time: 1610.43 ms [2022-04-12 03:00:29 main:574] : INFO : Epoch 1853 | loss: 0.0311735 | val_loss: 0.0311933 | Time: 1569.15 ms [2022-04-12 03:00:30 main:574] : INFO : Epoch 1854 | loss: 0.0311739 | val_loss: 0.0311926 | Time: 1634.19 ms [2022-04-12 03:00:32 main:574] : INFO : Epoch 1855 | loss: 0.031171 | val_loss: 0.0311903 | Time: 1601.53 ms [2022-04-12 03:00:34 main:574] : INFO : Epoch 1856 | loss: 0.03117 | val_loss: 0.0311902 | Time: 1686.87 ms [2022-04-12 03:00:35 main:574] : INFO : Epoch 1857 | loss: 0.0311686 | val_loss: 0.0311897 | Time: 1583.8 ms [2022-04-12 03:00:37 main:574] : INFO : Epoch 1858 | loss: 0.0311703 | val_loss: 0.0311884 | Time: 1553.49 ms [2022-04-12 03:00:38 main:574] : INFO : Epoch 1859 | loss: 0.0311708 | val_loss: 0.0311901 | Time: 1593.01 ms [2022-04-12 03:00:40 main:574] : INFO : Epoch 1860 | loss: 0.0311707 | val_loss: 0.0311905 | Time: 1473.45 ms [2022-04-12 03:00:42 main:574] : INFO : Epoch 1861 | loss: 0.0311699 | val_loss: 0.0311904 | Time: 1571.74 ms [2022-04-12 03:00:43 main:574] : INFO : Epoch 1862 | loss: 0.031171 | val_loss: 0.0311945 | Time: 1487.23 ms [2022-04-12 03:00:45 main:574] : INFO : Epoch 1863 | loss: 0.0311703 | val_loss: 0.0311883 | Time: 1493.39 ms [2022-04-12 03:00:46 main:574] : INFO : Epoch 1864 | loss: 0.0311682 | val_loss: 0.0311899 | Time: 1438.77 ms [2022-04-12 03:00:47 main:574] : INFO : Epoch 1865 | loss: 0.0311688 | val_loss: 0.0311924 | Time: 1438.49 ms [2022-04-12 03:00:49 main:574] : INFO : Epoch 1866 | loss: 0.0311679 | val_loss: 0.0311884 | Time: 1448.47 ms [2022-04-12 03:00:50 main:574] : INFO : Epoch 1867 | loss: 0.0311696 | val_loss: 0.0311999 | Time: 1418.02 ms [2022-04-12 03:00:52 main:574] : INFO : Epoch 1868 | loss: 0.0311705 | val_loss: 0.0311905 | Time: 1493.91 ms [2022-04-12 03:00:53 main:574] : INFO : Epoch 1869 | loss: 0.0311687 | val_loss: 0.0311952 | Time: 1522.84 ms [2022-04-12 03:00:55 main:574] : INFO : Epoch 1870 | loss: 0.0311707 | val_loss: 0.0311865 | Time: 1439.01 ms [2022-04-12 03:00:56 main:574] : INFO : Epoch 1871 | loss: 0.0311682 | val_loss: 0.0311899 | Time: 1451.86 ms [2022-04-12 03:00:58 main:574] : INFO : Epoch 1872 | loss: 0.0311709 | val_loss: 0.031205 | Time: 1511.17 ms [2022-04-12 03:00:59 main:574] : INFO : Epoch 1873 | loss: 0.0311749 | val_loss: 0.0311915 | Time: 1394.69 ms [2022-04-12 03:01:01 main:574] : INFO : Epoch 1874 | loss: 0.0311735 | val_loss: 0.0311926 | Time: 1433.9 ms [2022-04-12 03:01:02 main:574] : INFO : Epoch 1875 | loss: 0.0311724 | val_loss: 0.0311897 | Time: 1399.33 ms [2022-04-12 03:01:04 main:574] : INFO : Epoch 1876 | loss: 0.0311715 | val_loss: 0.0311902 | Time: 1443.72 ms [2022-04-12 03:01:05 main:574] : INFO : Epoch 1877 | loss: 0.0311715 | val_loss: 0.0311915 | Time: 1462.37 ms [2022-04-12 03:01:07 main:574] : INFO : Epoch 1878 | loss: 0.0311725 | val_loss: 0.031187 | Time: 1461.07 ms [2022-04-12 03:01:08 main:574] : INFO : Epoch 1879 | loss: 0.0311695 | val_loss: 0.0311921 | Time: 1460.78 ms [2022-04-12 03:01:09 main:574] : INFO : Epoch 1880 | loss: 0.0311694 | val_loss: 0.031189 | Time: 1400.09 ms [2022-04-12 03:01:11 main:574] : INFO : Epoch 1881 | loss: 0.0311722 | val_loss: 0.0311918 | Time: 1434.89 ms [2022-04-12 03:01:13 main:574] : INFO : Epoch 1882 | loss: 0.0311726 | val_loss: 0.0311941 | Time: 1569.25 ms [2022-04-12 03:01:14 main:574] : INFO : Epoch 1883 | loss: 0.0311692 | val_loss: 0.0312012 | Time: 1476.3 ms [2022-04-12 03:01:15 main:574] : INFO : Epoch 1884 | loss: 0.0311693 | val_loss: 0.0311902 | Time: 1341.68 ms [2022-04-12 03:01:17 main:574] : INFO : Epoch 1885 | loss: 0.0311696 | val_loss: 0.0311969 | Time: 1388.44 ms [2022-04-12 03:01:18 main:574] : INFO : Epoch 1886 | loss: 0.0311691 | val_loss: 0.0311898 | Time: 1433.87 ms [2022-04-12 03:01:20 main:574] : INFO : Epoch 1887 | loss: 0.0311674 | val_loss: 0.0311896 | Time: 1400.83 ms [2022-04-12 03:01:21 main:574] : INFO : Epoch 1888 | loss: 0.0311688 | val_loss: 0.0311912 | Time: 1389.32 ms [2022-04-12 03:01:22 main:574] : INFO : Epoch 1889 | loss: 0.0311701 | val_loss: 0.0311966 | Time: 1385.19 ms [2022-04-12 03:01:24 main:574] : INFO : Epoch 1890 | loss: 0.0311726 | val_loss: 0.0311899 | Time: 1448.34 ms [2022-04-12 03:01:25 main:574] : INFO : Epoch 1891 | loss: 0.0311705 | val_loss: 0.0311878 | Time: 1444.86 ms [2022-04-12 03:01:27 main:574] : INFO : Epoch 1892 | loss: 0.0311701 | val_loss: 0.0311947 | Time: 1378.4 ms [2022-04-12 03:01:28 main:574] : INFO : Epoch 1893 | loss: 0.031176 | val_loss: 0.0311901 | Time: 1459.58 ms [2022-04-12 03:01:30 main:574] : INFO : Epoch 1894 | loss: 0.031172 | val_loss: 0.0311979 | Time: 1451.58 ms [2022-04-12 03:01:31 main:574] : INFO : Epoch 1895 | loss: 0.0311693 | val_loss: 0.0311922 | Time: 1434.29 ms [2022-04-12 03:01:33 main:574] : INFO : Epoch 1896 | loss: 0.0311675 | val_loss: 0.0311906 | Time: 1525.92 ms [2022-04-12 03:01:34 main:574] : INFO : Epoch 1897 | loss: 0.0311663 | val_loss: 0.0311887 | Time: 1619.55 ms [2022-04-12 03:01:36 main:574] : INFO : Epoch 1898 | loss: 0.0311698 | val_loss: 0.0312006 | Time: 1481.58 ms [2022-04-12 03:01:37 main:574] : INFO : Epoch 1899 | loss: 0.0311665 | val_loss: 0.0311921 | Time: 1611.99 ms [2022-04-12 03:01:39 main:574] : INFO : Epoch 1900 | loss: 0.0311663 | val_loss: 0.0311927 | Time: 1489.34 ms [2022-04-12 03:01:40 main:574] : INFO : Epoch 1901 | loss: 0.0311663 | val_loss: 0.0311935 | Time: 1449.85 ms [2022-04-12 03:01:42 main:574] : INFO : Epoch 1902 | loss: 0.0311671 | val_loss: 0.0311917 | Time: 1395.87 ms [2022-04-12 03:01:43 main:574] : INFO : Epoch 1903 | loss: 0.0311679 | val_loss: 0.0311922 | Time: 1543.84 ms [2022-04-12 03:01:45 main:574] : INFO : Epoch 1904 | loss: 0.0311659 | val_loss: 0.0311925 | Time: 1560.92 ms [2022-04-12 03:01:47 main:574] : INFO : Epoch 1905 | loss: 0.031166 | val_loss: 0.0311908 | Time: 1581.1 ms [2022-04-12 03:01:48 main:574] : INFO : Epoch 1906 | loss: 0.0311679 | val_loss: 0.031201 | Time: 1675.8 ms [2022-04-12 03:01:50 main:574] : INFO : Epoch 1907 | loss: 0.0311697 | val_loss: 0.0311958 | Time: 1603.21 ms [2022-04-12 03:01:51 main:574] : INFO : Epoch 1908 | loss: 0.0311668 | val_loss: 0.0311918 | Time: 1386.39 ms [2022-04-12 03:01:53 main:574] : INFO : Epoch 1909 | loss: 0.0311719 | val_loss: 0.0311887 | Time: 1435.57 ms [2022-04-12 03:01:54 main:574] : INFO : Epoch 1910 | loss: 0.0311661 | val_loss: 0.0311952 | Time: 1479.41 ms [2022-04-12 03:01:56 main:574] : INFO : Epoch 1911 | loss: 0.0311683 | val_loss: 0.0311884 | Time: 1419.61 ms [2022-04-12 03:01:57 main:574] : INFO : Epoch 1912 | loss: 0.0311681 | val_loss: 0.0311886 | Time: 1331.07 ms [2022-04-12 03:01:59 main:574] : INFO : Epoch 1913 | loss: 0.0311672 | val_loss: 0.0311923 | Time: 1468.54 ms [2022-04-12 03:02:00 main:574] : INFO : Epoch 1914 | loss: 0.0311677 | val_loss: 0.0311957 | Time: 1423.08 ms [2022-04-12 03:02:01 main:574] : INFO : Epoch 1915 | loss: 0.0311691 | val_loss: 0.0312029 | Time: 1419.07 ms [2022-04-12 03:02:03 main:574] : INFO : Epoch 1916 | loss: 0.031172 | val_loss: 0.0311885 | Time: 1416.66 ms [2022-04-12 03:02:04 main:574] : INFO : Epoch 1917 | loss: 0.0311668 | val_loss: 0.031199 | Time: 1365.18 ms [2022-04-12 03:02:06 main:574] : INFO : Epoch 1918 | loss: 0.0311705 | val_loss: 0.0311918 | Time: 1430.45 ms [2022-04-12 03:02:07 main:574] : INFO : Epoch 1919 | loss: 0.0311679 | val_loss: 0.0311918 | Time: 1452.05 ms [2022-04-12 03:02:09 main:574] : INFO : Epoch 1920 | loss: 0.0311681 | val_loss: 0.0311896 | Time: 1462.04 ms [2022-04-12 03:02:10 main:574] : INFO : Epoch 1921 | loss: 0.0311659 | val_loss: 0.0311924 | Time: 1414.16 ms [2022-04-12 03:02:12 main:574] : INFO : Epoch 1922 | loss: 0.031166 | val_loss: 0.0311922 | Time: 1460.9 ms [2022-04-12 03:02:13 main:574] : INFO : Epoch 1923 | loss: 0.0311674 | val_loss: 0.0311884 | Time: 1453.26 ms [2022-04-12 03:02:14 main:574] : INFO : Epoch 1924 | loss: 0.0311677 | val_loss: 0.0311903 | Time: 1432.76 ms [2022-04-12 03:02:16 main:574] : INFO : Epoch 1925 | loss: 0.0311661 | val_loss: 0.031194 | Time: 1476.02 ms [2022-04-12 03:02:17 main:574] : INFO : Epoch 1926 | loss: 0.0311675 | val_loss: 0.0311877 | Time: 1377.43 ms [2022-04-12 03:02:19 main:574] : INFO : Epoch 1927 | loss: 0.0311685 | val_loss: 0.031194 | Time: 1466.36 ms [2022-04-12 03:02:20 main:574] : INFO : Epoch 1928 | loss: 0.0311684 | val_loss: 0.0311906 | Time: 1420.72 ms [2022-04-12 03:02:22 main:574] : INFO : Epoch 1929 | loss: 0.0311701 | val_loss: 0.0311919 | Time: 1428.21 ms [2022-04-12 03:02:23 main:574] : INFO : Epoch 1930 | loss: 0.0311658 | val_loss: 0.0311917 | Time: 1376.59 ms [2022-04-12 03:02:25 main:574] : INFO : Epoch 1931 | loss: 0.0311653 | val_loss: 0.0311912 | Time: 1469.72 ms [2022-04-12 03:02:26 main:574] : INFO : Epoch 1932 | loss: 0.0311687 | val_loss: 0.0311913 | Time: 1418.75 ms [2022-04-12 03:02:27 main:574] : INFO : Epoch 1933 | loss: 0.0311667 | val_loss: 0.0311936 | Time: 1421.85 ms [2022-04-12 03:02:29 main:574] : INFO : Epoch 1934 | loss: 0.0311655 | val_loss: 0.0311893 | Time: 1362.69 ms [2022-04-12 03:02:30 main:574] : INFO : Epoch 1935 | loss: 0.0311676 | val_loss: 0.0311923 | Time: 1461.57 ms [2022-04-12 03:02:32 main:574] : INFO : Epoch 1936 | loss: 0.031167 | val_loss: 0.0311894 | Time: 1347.5 ms [2022-04-12 03:02:33 main:574] : INFO : Epoch 1937 | loss: 0.0311663 | val_loss: 0.0311945 | Time: 1455.02 ms [2022-04-12 03:02:35 main:574] : INFO : Epoch 1938 | loss: 0.0311675 | val_loss: 0.0311927 | Time: 1487.65 ms [2022-04-12 03:02:36 main:574] : INFO : Epoch 1939 | loss: 0.0311687 | val_loss: 0.0311905 | Time: 1474.11 ms [2022-04-12 03:02:38 main:574] : INFO : Epoch 1940 | loss: 0.0311666 | val_loss: 0.0311875 | Time: 1480.03 ms [2022-04-12 03:02:39 main:574] : INFO : Epoch 1941 | loss: 0.0311665 | val_loss: 0.0311953 | Time: 1492.97 ms [2022-04-12 03:02:41 main:574] : INFO : Epoch 1942 | loss: 0.031166 | val_loss: 0.0311898 | Time: 1487.39 ms [2022-04-12 03:02:42 main:574] : INFO : Epoch 1943 | loss: 0.0311675 | val_loss: 0.0311949 | Time: 1501.78 ms [2022-04-12 03:02:44 main:574] : INFO : Epoch 1944 | loss: 0.0311681 | val_loss: 0.0311936 | Time: 1421.82 ms [2022-04-12 03:02:45 main:574] : INFO : Epoch 1945 | loss: 0.0311675 | val_loss: 0.0311937 | Time: 1465.54 ms [2022-04-12 03:02:47 main:574] : INFO : Epoch 1946 | loss: 0.0311672 | val_loss: 0.031192 | Time: 1358.98 ms [2022-04-12 03:02:48 main:574] : INFO : Epoch 1947 | loss: 0.0311657 | val_loss: 0.0311892 | Time: 1520.23 ms [2022-04-12 03:02:50 main:574] : INFO : Epoch 1948 | loss: 0.0311649 | val_loss: 0.0311953 | Time: 1496.32 ms [2022-04-12 03:02:51 main:574] : INFO : Epoch 1949 | loss: 0.0311648 | val_loss: 0.0311905 | Time: 1442.26 ms [2022-04-12 03:02:52 main:574] : INFO : Epoch 1950 | loss: 0.031165 | val_loss: 0.0311908 | Time: 1331.14 ms [2022-04-12 03:02:54 main:574] : INFO : Epoch 1951 | loss: 0.031166 | val_loss: 0.0311899 | Time: 1409.84 ms [2022-04-12 03:02:55 main:574] : INFO : Epoch 1952 | loss: 0.0311713 | val_loss: 0.0311923 | Time: 1415.3 ms [2022-04-12 03:02:57 main:574] : INFO : Epoch 1953 | loss: 0.0311692 | val_loss: 0.0311909 | Time: 1446.84 ms [2022-04-12 03:02:58 main:574] : INFO : Epoch 1954 | loss: 0.0311661 | val_loss: 0.0311919 | Time: 1512.26 ms [2022-04-12 03:03:00 main:574] : INFO : Epoch 1955 | loss: 0.0311705 | val_loss: 0.0311959 | Time: 1409.44 ms [2022-04-12 03:03:01 main:574] : INFO : Epoch 1956 | loss: 0.0311678 | val_loss: 0.0311936 | Time: 1458.48 ms [2022-04-12 03:03:03 main:574] : INFO : Epoch 1957 | loss: 0.0311679 | val_loss: 0.0311918 | Time: 1410.01 ms [2022-04-12 03:03:04 main:574] : INFO : Epoch 1958 | loss: 0.0311689 | val_loss: 0.031191 | Time: 1392.16 ms [2022-04-12 03:03:05 main:574] : INFO : Epoch 1959 | loss: 0.0311685 | val_loss: 0.0311904 | Time: 1370.04 ms [2022-04-12 03:03:07 main:574] : INFO : Epoch 1960 | loss: 0.0311687 | val_loss: 0.0311919 | Time: 1475.22 ms [2022-04-12 03:03:08 main:574] : INFO : Epoch 1961 | loss: 0.0311675 | val_loss: 0.0311938 | Time: 1490.71 ms [2022-04-12 03:03:10 main:574] : INFO : Epoch 1962 | loss: 0.0311662 | val_loss: 0.0311911 | Time: 1423.24 ms [2022-04-12 03:03:11 main:574] : INFO : Epoch 1963 | loss: 0.0311675 | val_loss: 0.0311872 | Time: 1502.77 ms [2022-04-12 03:03:13 main:574] : INFO : Epoch 1964 | loss: 0.0311775 | val_loss: 0.0311977 | Time: 1402.73 ms [2022-04-12 03:03:14 main:574] : INFO : Epoch 1965 | loss: 0.0311747 | val_loss: 0.0311975 | Time: 1477.3 ms [2022-04-12 03:03:16 main:574] : INFO : Epoch 1966 | loss: 0.0311673 | val_loss: 0.0311898 | Time: 1514.09 ms [2022-04-12 03:03:17 main:574] : INFO : Epoch 1967 | loss: 0.0311673 | val_loss: 0.0311902 | Time: 1476.81 ms [2022-04-12 03:03:19 main:574] : INFO : Epoch 1968 | loss: 0.0311662 | val_loss: 0.0311849 | Time: 1541.62 ms [2022-04-12 03:03:20 main:574] : INFO : Epoch 1969 | loss: 0.0311652 | val_loss: 0.0311902 | Time: 1411.53 ms [2022-04-12 03:03:22 main:574] : INFO : Epoch 1970 | loss: 0.0311669 | val_loss: 0.031189 | Time: 1351.72 ms [2022-04-12 03:03:23 main:574] : INFO : Epoch 1971 | loss: 0.0311672 | val_loss: 0.0312028 | Time: 1381.64 ms [2022-04-12 03:03:24 main:574] : INFO : Epoch 1972 | loss: 0.031169 | val_loss: 0.0311979 | Time: 1444.05 ms [2022-04-12 03:03:26 main:574] : INFO : Epoch 1973 | loss: 0.0311686 | val_loss: 0.0311933 | Time: 1459.73 ms [2022-04-12 03:03:27 main:574] : INFO : Epoch 1974 | loss: 0.0311662 | val_loss: 0.0311894 | Time: 1446.32 ms [2022-04-12 03:03:29 main:574] : INFO : Epoch 1975 | loss: 0.0311698 | val_loss: 0.0311937 | Time: 1450.21 ms [2022-04-12 03:03:30 main:574] : INFO : Epoch 1976 | loss: 0.0311806 | val_loss: 0.0312026 | Time: 1444.94 ms [2022-04-12 03:03:32 main:574] : INFO : Epoch 1977 | loss: 0.0311846 | val_loss: 0.0311899 | Time: 1390.29 ms [2022-04-12 03:03:33 main:574] : INFO : Epoch 1978 | loss: 0.0311774 | val_loss: 0.0311866 | Time: 1357.42 ms [2022-04-12 03:03:34 main:574] : INFO : Epoch 1979 | loss: 0.0311761 | val_loss: 0.0311877 | Time: 1321.4 ms [2022-04-12 03:03:36 main:574] : INFO : Epoch 1980 | loss: 0.031176 | val_loss: 0.0311877 | Time: 1396.23 ms [2022-04-12 03:03:37 main:574] : INFO : Epoch 1981 | loss: 0.0311726 | val_loss: 0.0311905 | Time: 1384.3 ms [2022-04-12 03:03:38 main:574] : INFO : Epoch 1982 | loss: 0.0311746 | val_loss: 0.0311895 | Time: 1288.27 ms [2022-04-12 03:03:40 main:574] : INFO : Epoch 1983 | loss: 0.0311756 | val_loss: 0.0311879 | Time: 1391.95 ms [2022-04-12 03:03:41 main:574] : INFO : Epoch 1984 | loss: 0.0311716 | val_loss: 0.0311884 | Time: 1514.25 ms [2022-04-12 03:03:43 main:574] : INFO : Epoch 1985 | loss: 0.0311711 | val_loss: 0.0311927 | Time: 1446.28 ms [2022-04-12 03:03:44 main:574] : INFO : Epoch 1986 | loss: 0.0311713 | val_loss: 0.0311898 | Time: 1368.23 ms [2022-04-12 03:03:46 main:574] : INFO : Epoch 1987 | loss: 0.0311716 | val_loss: 0.0311957 | Time: 1339.45 ms [2022-04-12 03:03:47 main:574] : INFO : Epoch 1988 | loss: 0.0311701 | val_loss: 0.0311904 | Time: 1347.39 ms [2022-04-12 03:03:49 main:574] : INFO : Epoch 1989 | loss: 0.0311721 | val_loss: 0.0311969 | Time: 1579.24 ms [2022-04-12 03:03:50 main:574] : INFO : Epoch 1990 | loss: 0.0311719 | val_loss: 0.0311905 | Time: 1482.9 ms [2022-04-12 03:03:51 main:574] : INFO : Epoch 1991 | loss: 0.031173 | val_loss: 0.0311939 | Time: 1357.63 ms [2022-04-12 03:03:53 main:574] : INFO : Epoch 1992 | loss: 0.0311718 | val_loss: 0.0311902 | Time: 1366.08 ms [2022-04-12 03:03:54 main:574] : INFO : Epoch 1993 | loss: 0.0311703 | val_loss: 0.0311907 | Time: 1381.06 ms [2022-04-12 03:03:56 main:574] : INFO : Epoch 1994 | loss: 0.0311699 | val_loss: 0.0311938 | Time: 1349.82 ms [2022-04-12 03:03:57 main:574] : INFO : Epoch 1995 | loss: 0.0311703 | val_loss: 0.0311923 | Time: 1318.66 ms [2022-04-12 03:03:58 main:574] : INFO : Epoch 1996 | loss: 0.0311696 | val_loss: 0.031193 | Time: 1484.46 ms [2022-04-12 03:04:00 main:574] : INFO : Epoch 1997 | loss: 0.0311684 | val_loss: 0.0311919 | Time: 1436.03 ms [2022-04-12 03:04:01 main:574] : INFO : Epoch 1998 | loss: 0.0311722 | val_loss: 0.031194 | Time: 1370.12 ms [2022-04-12 03:04:03 main:574] : INFO : Epoch 1999 | loss: 0.0311701 | val_loss: 0.0311949 | Time: 1396.78 ms [2022-04-12 03:04:04 main:574] : INFO : Epoch 2000 | loss: 0.03117 | val_loss: 0.0311931 | Time: 1390.81 ms [2022-04-12 03:04:06 main:574] : INFO : Epoch 2001 | loss: 0.0311717 | val_loss: 0.0311967 | Time: 1551.85 ms [2022-04-12 03:04:07 main:574] : INFO : Epoch 2002 | loss: 0.0311696 | val_loss: 0.0311935 | Time: 1371.51 ms [2022-04-12 03:04:08 main:574] : INFO : Epoch 2003 | loss: 0.0311694 | val_loss: 0.0311959 | Time: 1360.58 ms [2022-04-12 03:04:10 main:574] : INFO : Epoch 2004 | loss: 0.0311678 | val_loss: 0.0311926 | Time: 1369.35 ms [2022-04-12 03:04:11 main:574] : INFO : Epoch 2005 | loss: 0.031169 | val_loss: 0.0311909 | Time: 1461.17 ms [2022-04-12 03:04:13 main:574] : INFO : Epoch 2006 | loss: 0.0311705 | val_loss: 0.0311946 | Time: 1457.34 ms [2022-04-12 03:04:14 main:574] : INFO : Epoch 2007 | loss: 0.03117 | val_loss: 0.03119 | Time: 1459.36 ms [2022-04-12 03:04:16 main:574] : INFO : Epoch 2008 | loss: 0.0311693 | val_loss: 0.0311968 | Time: 1482.29 ms [2022-04-12 03:04:17 main:574] : INFO : Epoch 2009 | loss: 0.0311678 | val_loss: 0.0311956 | Time: 1650.49 ms [2022-04-12 03:04:19 main:574] : INFO : Epoch 2010 | loss: 0.0311691 | val_loss: 0.0311891 | Time: 1395.9 ms [2022-04-12 03:04:20 main:574] : INFO : Epoch 2011 | loss: 0.0311688 | val_loss: 0.0311939 | Time: 1409.04 ms [2022-04-12 03:04:22 main:574] : INFO : Epoch 2012 | loss: 0.0311686 | val_loss: 0.0311946 | Time: 1405.34 ms [2022-04-12 03:04:23 main:574] : INFO : Epoch 2013 | loss: 0.0311679 | val_loss: 0.0311926 | Time: 1278.46 ms [2022-04-12 03:04:24 main:574] : INFO : Epoch 2014 | loss: 0.0311683 | val_loss: 0.0311966 | Time: 1414.92 ms [2022-04-12 03:04:26 main:574] : INFO : Epoch 2015 | loss: 0.0311693 | val_loss: 0.0311917 | Time: 1484.33 ms [2022-04-12 03:04:27 main:574] : INFO : Epoch 2016 | loss: 0.0311703 | val_loss: 0.0311906 | Time: 1479.39 ms [2022-04-12 03:04:29 main:574] : INFO : Epoch 2017 | loss: 0.0311686 | val_loss: 0.0311931 | Time: 1387.66 ms [2022-04-12 03:04:30 main:574] : INFO : Epoch 2018 | loss: 0.031168 | val_loss: 0.0311906 | Time: 1368.62 ms [2022-04-12 03:04:31 main:574] : INFO : Epoch 2019 | loss: 0.0311702 | val_loss: 0.0311949 | Time: 1309.44 ms [2022-04-12 03:04:33 main:574] : INFO : Epoch 2020 | loss: 0.0311702 | val_loss: 0.0311904 | Time: 1354.06 ms [2022-04-12 03:04:34 main:574] : INFO : Epoch 2021 | loss: 0.0311696 | val_loss: 0.0311904 | Time: 1342.89 ms [2022-04-12 03:04:35 main:574] : INFO : Epoch 2022 | loss: 0.03117 | val_loss: 0.0311976 | Time: 1336.41 ms [2022-04-12 03:04:37 main:574] : INFO : Epoch 2023 | loss: 0.0311744 | val_loss: 0.0311912 | Time: 1405.51 ms [2022-04-12 03:04:38 main:574] : INFO : Epoch 2024 | loss: 0.0311703 | val_loss: 0.0311903 | Time: 1414.71 ms [2022-04-12 03:04:40 main:574] : INFO : Epoch 2025 | loss: 0.0311684 | val_loss: 0.0311893 | Time: 1301.81 ms [2022-04-12 03:04:41 main:574] : INFO : Epoch 2026 | loss: 0.0311706 | val_loss: 0.0311937 | Time: 1349.09 ms [2022-04-12 03:04:42 main:574] : INFO : Epoch 2027 | loss: 0.0311723 | val_loss: 0.0311889 | Time: 1278.05 ms [2022-04-12 03:04:44 main:574] : INFO : Epoch 2028 | loss: 0.0311705 | val_loss: 0.0311952 | Time: 1434.25 ms [2022-04-12 03:04:45 main:574] : INFO : Epoch 2029 | loss: 0.0311686 | val_loss: 0.0311865 | Time: 1366.99 ms [2022-04-12 03:04:47 main:574] : INFO : Epoch 2030 | loss: 0.0311716 | val_loss: 0.031194 | Time: 1444.53 ms [2022-04-12 03:04:48 main:574] : INFO : Epoch 2031 | loss: 0.031172 | val_loss: 0.0311912 | Time: 1379.23 ms [2022-04-12 03:04:49 main:574] : INFO : Epoch 2032 | loss: 0.0311697 | val_loss: 0.0311904 | Time: 1359.79 ms [2022-04-12 03:04:51 main:574] : INFO : Epoch 2033 | loss: 0.0311702 | val_loss: 0.031189 | Time: 1356.94 ms [2022-04-12 03:04:52 main:574] : INFO : Epoch 2034 | loss: 0.0311688 | val_loss: 0.0311929 | Time: 1334.54 ms [2022-04-12 03:04:53 main:574] : INFO : Epoch 2035 | loss: 0.0311714 | val_loss: 0.0311938 | Time: 1299.54 ms [2022-04-12 03:04:55 main:574] : INFO : Epoch 2036 | loss: 0.0311722 | val_loss: 0.0311976 | Time: 1362.3 ms [2022-04-12 03:04:56 main:574] : INFO : Epoch 2037 | loss: 0.0311702 | val_loss: 0.0311959 | Time: 1388.86 ms [2022-04-12 03:04:58 main:574] : INFO : Epoch 2038 | loss: 0.0311692 | val_loss: 0.0311918 | Time: 1422.18 ms [2022-04-12 03:04:59 main:574] : INFO : Epoch 2039 | loss: 0.0311668 | val_loss: 0.0311922 | Time: 1329.98 ms [2022-04-12 03:05:00 main:574] : INFO : Epoch 2040 | loss: 0.0311667 | val_loss: 0.0311933 | Time: 1405.02 ms [2022-04-12 03:05:02 main:574] : INFO : Epoch 2041 | loss: 0.0311667 | val_loss: 0.0311963 | Time: 1340.7 ms [2022-04-12 03:05:03 main:574] : INFO : Epoch 2042 | loss: 0.0311679 | val_loss: 0.031194 | Time: 1343.64 ms [2022-04-12 03:05:04 main:574] : INFO : Epoch 2043 | loss: 0.0311687 | val_loss: 0.0311883 | Time: 1390.64 ms [2022-04-12 03:05:06 main:574] : INFO : Epoch 2044 | loss: 0.0311694 | val_loss: 0.031193 | Time: 1386.45 ms [2022-04-12 03:05:07 main:574] : INFO : Epoch 2045 | loss: 0.0311686 | val_loss: 0.0311901 | Time: 1493.92 ms [2022-04-12 03:05:09 main:574] : INFO : Epoch 2046 | loss: 0.0311683 | val_loss: 0.0311928 | Time: 1338.2 ms [2022-04-12 03:05:10 main:574] : INFO : Epoch 2047 | loss: 0.0311695 | val_loss: 0.0311974 | Time: 1288.21 ms [2022-04-12 03:05:11 main:574] : INFO : Epoch 2048 | loss: 0.03117 | val_loss: 0.0311923 | Time: 1312.39 ms [2022-04-12 03:05:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311923 [2022-04-12 03:05:11 main:603] : INFO : Saving end state to config to file [2022-04-12 03:05:11 main:608] : INFO : Success, exiting.. 03:05:11 (36684): 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)