Task 14597739
| Name | ParityModified-1647045268-29745-3-0_0 |
| Workunit | 11618634 |
| Created | 11 Apr 2022, 23:11:22 UTC |
| Sent | 11 Apr 2022, 23:11:30 UTC |
| Report deadline | 19 Apr 2022, 23:11:30 UTC |
| Received | 13 Apr 2022, 2:20:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7776 |
| Run time | 46 min 19 sec |
| CPU time | 42 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,158.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 55 main:574] : INFO : Epoch 1542 | loss: 0.0311915 | val_loss: 0.0311877 | Time: 1272.46 ms [2022-04-12 22:08:57 main:574] : INFO : Epoch 1543 | loss: 0.0311917 | val_loss: 0.0311878 | Time: 1331.9 ms [2022-04-12 22:08:58 main:574] : INFO : Epoch 1544 | loss: 0.0311922 | val_loss: 0.0311875 | Time: 1175.5 ms [2022-04-12 22:08:59 main:574] : INFO : Epoch 1545 | loss: 0.0311916 | val_loss: 0.0311878 | Time: 1284.73 ms [2022-04-12 22:09:01 main:574] : INFO : Epoch 1546 | loss: 0.0311915 | val_loss: 0.0311898 | Time: 1366.83 ms [2022-04-12 22:09:02 main:574] : INFO : Epoch 1547 | loss: 0.0311927 | val_loss: 0.0311887 | Time: 1227.12 ms [2022-04-12 22:09:03 main:574] : INFO : Epoch 1548 | loss: 0.0311919 | val_loss: 0.031188 | Time: 1240.27 ms [2022-04-12 22:09:05 main:574] : INFO : Epoch 1549 | loss: 0.0311917 | val_loss: 0.0311874 | Time: 1336.62 ms [2022-04-12 22:09:06 main:574] : INFO : Epoch 1550 | loss: 0.0311931 | val_loss: 0.0311875 | Time: 1216.9 ms [2022-04-12 22:09:07 main:574] : INFO : Epoch 1551 | loss: 0.0311916 | val_loss: 0.0311872 | Time: 1212.66 ms [2022-04-12 22:09:09 main:574] : INFO : Epoch 1552 | loss: 0.0311909 | val_loss: 0.0311872 | Time: 1350.97 ms [2022-04-12 22:09:10 main:574] : INFO : Epoch 1553 | loss: 0.0311911 | val_loss: 0.0311872 | Time: 1249.59 ms [2022-04-12 22:09:11 main:574] : INFO : Epoch 1554 | loss: 0.0311915 | val_loss: 0.0311875 | Time: 1217.76 ms [2022-04-12 22:09:13 main:574] : INFO : Epoch 1555 | loss: 0.031192 | val_loss: 0.031188 | Time: 1354.13 ms [2022-04-12 22:09:14 main:574] : INFO : Epoch 1556 | loss: 0.0311909 | val_loss: 0.0311873 | Time: 1263.48 ms [2022-04-12 22:09:16 main:574] : INFO : Epoch 1557 | loss: 0.031192 | val_loss: 0.0311878 | Time: 1180.89 ms [2022-04-12 22:09:17 main:574] : INFO : Epoch 1558 | loss: 0.0311918 | val_loss: 0.0311871 | Time: 1351.57 ms [2022-04-12 22:09:18 main:574] : INFO : Epoch 1559 | loss: 0.0311913 | val_loss: 0.0311867 | Time: 1261.01 ms [2022-04-12 22:09:20 main:574] : INFO : Epoch 1560 | loss: 0.0311905 | val_loss: 0.0311869 | Time: 1193.04 ms [2022-04-12 22:09:21 main:574] : INFO : Epoch 1561 | loss: 0.0311906 | val_loss: 0.031187 | Time: 1328.07 ms [2022-04-12 22:09:22 main:574] : INFO : Epoch 1562 | loss: 0.0311906 | val_loss: 0.0311868 | Time: 1302.32 ms [2022-04-12 22:09:24 main:574] : INFO : Epoch 1563 | loss: 0.0311902 | val_loss: 0.0311881 | Time: 1154.1 ms [2022-04-12 22:09:25 main:574] : INFO : Epoch 1564 | loss: 0.0311911 | val_loss: 0.0311868 | Time: 1333.34 ms [2022-04-12 22:09:26 main:574] : INFO : Epoch 1565 | loss: 0.0311917 | val_loss: 0.0311889 | Time: 1279.01 ms [2022-04-12 22:09:28 main:574] : INFO : Epoch 1566 | loss: 0.0311918 | val_loss: 0.0311867 | Time: 1157.3 ms [2022-04-12 22:09:29 main:574] : INFO : Epoch 1567 | loss: 0.03119 | val_loss: 0.0311863 | Time: 1311.11 ms [2022-04-12 22:09:31 main:574] : INFO : Epoch 1568 | loss: 0.0311902 | val_loss: 0.0311883 | Time: 1295.13 ms [2022-04-12 22:09:32 main:574] : INFO : Epoch 1569 | loss: 0.0311909 | val_loss: 0.0311862 | Time: 1147.11 ms [2022-04-12 22:09:33 main:574] : INFO : Epoch 1570 | loss: 0.0311907 | val_loss: 0.0311862 | Time: 1309.33 ms [2022-04-12 22:09:35 main:574] : INFO : Epoch 1571 | loss: 0.0311915 | val_loss: 0.0311861 | Time: 1311.18 ms [2022-04-12 22:09:36 main:574] : INFO : Epoch 1572 | loss: 0.0311905 | val_loss: 0.031186 | Time: 1153.3 ms [2022-04-12 22:09:37 main:574] : INFO : Epoch 1573 | loss: 0.0311911 | val_loss: 0.0311861 | Time: 1293.02 ms [2022-04-12 22:09:39 main:574] : INFO : Epoch 1574 | loss: 0.0311916 | val_loss: 0.031188 | Time: 1314.71 ms [2022-04-12 22:09:40 main:574] : INFO : Epoch 1575 | loss: 0.0311912 | val_loss: 0.0311853 | Time: 1155.24 ms [2022-04-12 22:09:41 main:574] : INFO : Epoch 1576 | loss: 0.0311902 | val_loss: 0.0311855 | Time: 1278.33 ms [2022-04-12 22:09:43 main:574] : INFO : Epoch 1577 | loss: 0.0311907 | val_loss: 0.0311859 | Time: 1339.69 ms [2022-04-12 22:09:44 main:574] : INFO : Epoch 1578 | loss: 0.0311898 | val_loss: 0.0311857 | Time: 1195.06 ms [2022-04-12 22:09:45 main:574] : INFO : Epoch 1579 | loss: 0.03119 | val_loss: 0.0311861 | Time: 1259.01 ms [2022-04-12 22:09:47 main:574] : INFO : Epoch 1580 | loss: 0.0311917 | val_loss: 0.0311869 | Time: 1328.78 ms [2022-04-12 22:09:48 main:574] : INFO : Epoch 1581 | loss: 0.0311916 | val_loss: 0.03119 | Time: 1205.98 ms [2022-04-12 22:09:49 main:574] : INFO : Epoch 1582 | loss: 0.0311908 | val_loss: 0.0311853 | Time: 1260.95 ms [2022-04-12 22:09:51 main:574] : INFO : Epoch 1583 | loss: 0.03119 | val_loss: 0.0311862 | Time: 1342.03 ms [2022-04-12 22:09:52 main:574] : INFO : Epoch 1584 | loss: 0.0311902 | val_loss: 0.0311859 | Time: 1194.9 ms [2022-04-12 22:09:54 main:574] : INFO : Epoch 1585 | loss: 0.0311905 | val_loss: 0.0311858 | Time: 1247.66 ms [2022-04-12 22:09:55 main:574] : INFO : Epoch 1586 | loss: 0.0311915 | val_loss: 0.0311876 | Time: 1349.9 ms [2022-04-12 22:09:56 main:574] : INFO : Epoch 1587 | loss: 0.0311902 | val_loss: 0.0311861 | Time: 1221.89 ms [2022-04-12 22:09:58 main:574] : INFO : Epoch 1588 | loss: 0.03119 | val_loss: 0.0311878 | Time: 1222.65 ms [2022-04-12 22:09:59 main:574] : INFO : Epoch 1589 | loss: 0.0311907 | val_loss: 0.0311863 | Time: 1331.13 ms [2022-04-12 22:10:01 main:574] : INFO : Epoch 1590 | loss: 0.0311903 | val_loss: 0.0311859 | Time: 1249.06 ms [2022-04-12 22:10:02 main:574] : INFO : Epoch 1591 | loss: 0.0311902 | val_loss: 0.0311859 | Time: 1196.11 ms [2022-04-12 22:10:03 main:574] : INFO : Epoch 1592 | loss: 0.0311899 | val_loss: 0.0311861 | Time: 1327.1 ms [2022-04-12 22:10:05 main:574] : INFO : Epoch 1593 | loss: 0.0311897 | val_loss: 0.0311852 | Time: 1255.53 ms [2022-04-12 22:10:06 main:574] : INFO : Epoch 1594 | loss: 0.0311911 | val_loss: 0.0311854 | Time: 1202.93 ms [2022-04-12 22:10:07 main:574] : INFO : Epoch 1595 | loss: 0.0311892 | val_loss: 0.0311869 | Time: 1322.83 ms [2022-04-12 22:10:09 main:574] : INFO : Epoch 1596 | loss: 0.0311918 | val_loss: 0.0311852 | Time: 1269.07 ms [2022-04-12 22:10:10 main:574] : INFO : Epoch 1597 | loss: 0.031192 | val_loss: 0.0311862 | Time: 1170.48 ms [2022-04-12 22:10:11 main:574] : INFO : Epoch 1598 | loss: 0.0311915 | val_loss: 0.0311855 | Time: 1328.55 ms [2022-04-12 22:10:13 main:574] : INFO : Epoch 1599 | loss: 0.0311899 | val_loss: 0.0311852 | Time: 1298.05 ms [2022-04-12 22:10:14 main:574] : INFO : Epoch 1600 | loss: 0.0311891 | val_loss: 0.0311849 | Time: 1169.46 ms [2022-04-12 22:10:15 main:574] : INFO : Epoch 1601 | loss: 0.0311898 | val_loss: 0.0311846 | Time: 1308.73 ms [2022-04-12 22:10:17 main:574] : INFO : Epoch 1602 | loss: 0.0311899 | val_loss: 0.0311873 | Time: 1257.35 ms [2022-04-12 22:10:18 main:574] : INFO : Epoch 1603 | loss: 0.0311898 | val_loss: 0.0311845 | Time: 1180.05 ms [2022-04-12 22:10:20 main:574] : INFO : Epoch 1604 | loss: 0.0311889 | val_loss: 0.0311844 | Time: 1317.89 ms [2022-04-12 22:10:21 main:574] : INFO : Epoch 1605 | loss: 0.0311889 | val_loss: 0.0311845 | Time: 1291.1 ms [2022-04-12 22:10:22 main:574] : INFO : Epoch 1606 | loss: 0.031189 | val_loss: 0.0311859 | Time: 1156.03 ms [2022-04-12 22:10:24 main:574] : INFO : Epoch 1607 | loss: 0.0311903 | val_loss: 0.0311846 | Time: 1302.11 ms [2022-04-12 22:10:25 main:574] : INFO : Epoch 1608 | loss: 0.031191 | val_loss: 0.031185 | Time: 1305.06 ms [2022-04-12 22:10:26 main:574] : INFO : Epoch 1609 | loss: 0.0311891 | val_loss: 0.0311868 | Time: 1153.95 ms [2022-04-12 22:10:28 main:574] : INFO : Epoch 1610 | loss: 0.0311909 | val_loss: 0.0311854 | Time: 1296.32 ms [2022-04-12 22:10:29 main:574] : INFO : Epoch 1611 | loss: 0.0311896 | val_loss: 0.031184 | Time: 1296.38 ms [2022-04-12 22:10:30 main:574] : INFO : Epoch 1612 | loss: 0.0311884 | val_loss: 0.0311835 | Time: 1167.09 ms [2022-04-12 22:10:32 main:574] : INFO : Epoch 1613 | loss: 0.0311881 | val_loss: 0.0311839 | Time: 1293.54 ms [2022-04-12 22:10:33 main:574] : INFO : Epoch 1614 | loss: 0.0311904 | val_loss: 0.0311843 | Time: 1347.89 ms [2022-04-12 22:10:34 main:574] : INFO : Epoch 1615 | loss: 0.031189 | val_loss: 0.0311843 | Time: 1182.24 ms [2022-04-12 22:10:36 main:574] : INFO : Epoch 1616 | loss: 0.0311891 | val_loss: 0.031184 | Time: 1259.06 ms [2022-04-12 22:10:37 main:574] : INFO : Epoch 1617 | loss: 0.0311893 | val_loss: 0.0311843 | Time: 1336.34 ms [2022-04-12 22:10:39 main:574] : INFO : Epoch 1618 | loss: 0.0311923 | val_loss: 0.0312022 | Time: 1205.97 ms [2022-04-12 22:10:40 main:574] : INFO : Epoch 1619 | loss: 0.0311934 | val_loss: 0.0311872 | Time: 1227.94 ms [2022-04-12 22:10:41 main:574] : INFO : Epoch 1620 | loss: 0.0311894 | val_loss: 0.0311844 | Time: 1324.05 ms [2022-04-12 22:10:43 main:574] : INFO : Epoch 1621 | loss: 0.0311902 | val_loss: 0.0311909 | Time: 1196.48 ms [2022-04-12 22:10:44 main:574] : INFO : Epoch 1622 | loss: 0.0311927 | val_loss: 0.0311884 | Time: 1247.66 ms [2022-04-12 22:10:45 main:574] : INFO : Epoch 1623 | loss: 0.0311922 | val_loss: 0.0311872 | Time: 1328.46 ms [2022-04-12 22:10:47 main:574] : INFO : Epoch 1624 | loss: 0.0311922 | val_loss: 0.0311861 | Time: 1189.48 ms [2022-04-12 22:10:48 main:574] : INFO : Epoch 1625 | loss: 0.0311923 | val_loss: 0.0311888 | Time: 1242.02 ms [2022-04-12 22:10:49 main:574] : INFO : Epoch 1626 | loss: 0.0311903 | val_loss: 0.0311843 | Time: 1332.04 ms [2022-04-12 22:10:51 main:574] : INFO : Epoch 1627 | loss: 0.0311893 | val_loss: 0.0311841 | Time: 1234.31 ms [2022-04-12 22:10:52 main:574] : INFO : Epoch 1628 | loss: 0.0311884 | val_loss: 0.0311847 | Time: 1212.95 ms [2022-04-12 22:10:54 main:574] : INFO : Epoch 1629 | loss: 0.0311887 | val_loss: 0.0311844 | Time: 1356.3 ms [2022-04-12 22:10:55 main:574] : INFO : Epoch 1630 | loss: 0.031189 | val_loss: 0.031187 | Time: 1257.64 ms [2022-04-12 22:10:56 main:574] : INFO : Epoch 1631 | loss: 0.0311916 | val_loss: 0.0311882 | Time: 1198.02 ms [2022-04-12 22:10:58 main:574] : INFO : Epoch 1632 | loss: 0.0311897 | val_loss: 0.031185 | Time: 1323.66 ms [2022-04-12 22:10:59 main:574] : INFO : Epoch 1633 | loss: 0.0311893 | val_loss: 0.0311891 | Time: 1273.65 ms [2022-04-12 22:11:00 main:574] : INFO : Epoch 1634 | loss: 0.0311911 | val_loss: 0.0311862 | Time: 1188.41 ms [2022-04-12 22:11:02 main:574] : INFO : Epoch 1635 | loss: 0.0311891 | val_loss: 0.0311869 | Time: 1357.75 ms [2022-04-12 22:11:03 main:574] : INFO : Epoch 1636 | loss: 0.0311895 | val_loss: 0.0311855 | Time: 1299.11 ms [2022-04-12 22:11:05 main:574] : INFO : Epoch 1637 | loss: 0.0311915 | val_loss: 0.0311867 | Time: 1160.08 ms [2022-04-12 22:11:06 main:574] : INFO : Epoch 1638 | loss: 0.0311909 | val_loss: 0.0311857 | Time: 1297.96 ms [2022-04-12 22:11:07 main:574] : INFO : Epoch 1639 | loss: 0.0311887 | val_loss: 0.0311865 | Time: 1286.86 ms [2022-04-12 22:11:08 main:574] : INFO : Epoch 1640 | loss: 0.0311891 | val_loss: 0.0311849 | Time: 1158.59 ms [2022-04-12 22:11:10 main:574] : INFO : Epoch 1641 | loss: 0.0311882 | val_loss: 0.031185 | Time: 1320.92 ms [2022-04-12 22:11:11 main:574] : INFO : Epoch 1642 | loss: 0.0311888 | val_loss: 0.0311847 | Time: 1287.73 ms [2022-04-12 22:11:13 main:574] : INFO : Epoch 1643 | loss: 0.0311885 | val_loss: 0.0311839 | Time: 1165.63 ms [2022-04-12 22:11:14 main:574] : INFO : Epoch 1644 | loss: 0.031189 | val_loss: 0.0311843 | Time: 1280.63 ms [2022-04-12 22:11:15 main:574] : INFO : Epoch 1645 | loss: 0.0311882 | val_loss: 0.031184 | Time: 1305.68 ms [2022-04-12 22:11:17 main:574] : INFO : Epoch 1646 | loss: 0.0311892 | val_loss: 0.0311895 | Time: 1159.5 ms [2022-04-12 22:11:18 main:574] : INFO : Epoch 1647 | loss: 0.0311906 | val_loss: 0.0311858 | Time: 1280.22 ms [2022-04-12 22:11:19 main:574] : INFO : Epoch 1648 | loss: 0.0311895 | val_loss: 0.0311865 | Time: 1329.75 ms [2022-04-12 22:11:21 main:574] : INFO : Epoch 1649 | loss: 0.0311892 | val_loss: 0.0311864 | Time: 1171.45 ms [2022-04-12 22:11:22 main:574] : INFO : Epoch 1650 | loss: 0.0311893 | val_loss: 0.0311873 | Time: 1277.94 ms [2022-04-12 22:11:24 main:574] : INFO : Epoch 1651 | loss: 0.031192 | val_loss: 0.0311885 | Time: 1327.94 ms [2022-04-12 22:11:25 main:574] : INFO : Epoch 1652 | loss: 0.0311918 | val_loss: 0.0311876 | Time: 1185.79 ms [2022-04-12 22:11:26 main:574] : INFO : Epoch 1653 | loss: 0.0311906 | val_loss: 0.0311875 | Time: 1256.8 ms [2022-04-12 22:11:28 main:574] : INFO : Epoch 1654 | loss: 0.031191 | val_loss: 0.031189 | Time: 1349.64 ms [2022-04-12 22:11:29 main:574] : INFO : Epoch 1655 | loss: 0.0311907 | val_loss: 0.0311874 | Time: 1178.95 ms [2022-04-12 22:11:30 main:574] : INFO : Epoch 1656 | loss: 0.0311917 | val_loss: 0.03119 | Time: 1244.26 ms [2022-04-12 22:11:32 main:574] : INFO : Epoch 1657 | loss: 0.0311904 | val_loss: 0.0311905 | Time: 1350.59 ms [2022-04-12 22:11:33 main:574] : INFO : Epoch 1658 | loss: 0.0311901 | val_loss: 0.0311893 | Time: 1168.73 ms [2022-04-12 22:11:34 main:574] : INFO : Epoch 1659 | loss: 0.0311902 | val_loss: 0.0311883 | Time: 1275.7 ms [2022-04-12 22:11:36 main:574] : INFO : Epoch 1660 | loss: 0.0311895 | val_loss: 0.0311885 | Time: 1347.83 ms [2022-04-12 22:11:37 main:574] : INFO : Epoch 1661 | loss: 0.0311897 | val_loss: 0.03119 | Time: 1188.1 ms [2022-04-12 22:11:38 main:574] : INFO : Epoch 1662 | loss: 0.0311908 | val_loss: 0.0311902 | Time: 1318.94 ms [2022-04-12 22:11:39 main:574] : INFO : Epoch 1663 | loss: 0.0311915 | val_loss: 0.0311909 | Time: 1270.33 ms [2022-04-12 22:11:41 main:574] : INFO : Epoch 1664 | loss: 0.0311896 | val_loss: 0.0311878 | Time: 1166.05 ms [2022-04-12 22:11:42 main:574] : INFO : Epoch 1665 | loss: 0.0311894 | val_loss: 0.0311887 | Time: 1307.11 ms [2022-04-12 22:11:44 main:574] : INFO : Epoch 1666 | loss: 0.0311907 | val_loss: 0.0311945 | Time: 1313.1 ms [2022-04-12 22:11:45 main:574] : INFO : Epoch 1667 | loss: 0.0311908 | val_loss: 0.03119 | Time: 1152.55 ms [2022-04-12 22:11:46 main:574] : INFO : Epoch 1668 | loss: 0.0311904 | val_loss: 0.0311881 | Time: 1309.76 ms [2022-04-12 22:11:48 main:574] : INFO : Epoch 1669 | loss: 0.0311898 | val_loss: 0.0311885 | Time: 1292.1 ms [2022-04-12 22:11:49 main:574] : INFO : Epoch 1670 | loss: 0.0311897 | val_loss: 0.0311895 | Time: 1170.69 ms [2022-04-12 22:11:50 main:574] : INFO : Epoch 1671 | loss: 0.0311903 | val_loss: 0.0311916 | Time: 1277.76 ms [2022-04-12 22:11:52 main:574] : INFO : Epoch 1672 | loss: 0.031195 | val_loss: 0.0311891 | Time: 1297.91 ms [2022-04-12 22:11:53 main:574] : INFO : Epoch 1673 | loss: 0.0311916 | val_loss: 0.0311861 | Time: 1185.8 ms [2022-04-12 22:11:54 main:574] : INFO : Epoch 1674 | loss: 0.0311912 | val_loss: 0.0311869 | Time: 1265.71 ms [2022-04-12 22:11:56 main:574] : INFO : Epoch 1675 | loss: 0.0311905 | val_loss: 0.0311904 | Time: 1298.38 ms [2022-04-12 22:11:57 main:574] : INFO : Epoch 1676 | loss: 0.0311901 | val_loss: 0.0311879 | Time: 1159.76 ms [2022-04-12 22:11:58 main:574] : INFO : Epoch 1677 | loss: 0.0311904 | val_loss: 0.0311872 | Time: 1279.09 ms [2022-04-12 22:12:00 main:574] : INFO : Epoch 1678 | loss: 0.0311889 | val_loss: 0.0311862 | Time: 1317.41 ms [2022-04-12 22:12:01 main:574] : INFO : Epoch 1679 | loss: 0.0311892 | val_loss: 0.0311927 | Time: 1152.62 ms [2022-04-12 22:12:02 main:574] : INFO : Epoch 1680 | loss: 0.0311898 | val_loss: 0.0311865 | Time: 1278.13 ms [2022-04-12 22:12:04 main:574] : INFO : Epoch 1681 | loss: 0.0311889 | val_loss: 0.0311862 | Time: 1299.56 ms [2022-04-12 22:12:05 main:574] : INFO : Epoch 1682 | loss: 0.0311899 | val_loss: 0.0311878 | Time: 1160.17 ms [2022-04-12 22:12:06 main:574] : INFO : Epoch 1683 | loss: 0.0311887 | val_loss: 0.0311865 | Time: 1281.38 ms [2022-04-12 22:12:08 main:574] : INFO : Epoch 1684 | loss: 0.0311895 | val_loss: 0.0311873 | Time: 1258.59 ms [2022-04-12 22:12:09 main:574] : INFO : Epoch 1685 | loss: 0.0311899 | val_loss: 0.0311893 | Time: 1174.54 ms [2022-04-12 22:12:10 main:574] : INFO : Epoch 1686 | loss: 0.0311926 | val_loss: 0.031187 | Time: 1311.29 ms [2022-04-12 22:12:12 main:574] : INFO : Epoch 1687 | loss: 0.0311896 | val_loss: 0.031187 | Time: 1283.58 ms [2022-04-12 22:12:13 main:574] : INFO : Epoch 1688 | loss: 0.0311907 | val_loss: 0.0311873 | Time: 1176.65 ms [2022-04-12 22:12:14 main:574] : INFO : Epoch 1689 | loss: 0.031189 | val_loss: 0.0311886 | Time: 1302.65 ms [2022-04-12 22:12:16 main:574] : INFO : Epoch 1690 | loss: 0.0311901 | val_loss: 0.0311874 | Time: 1306.28 ms [2022-04-12 22:12:17 main:574] : INFO : Epoch 1691 | loss: 0.0311894 | val_loss: 0.0311871 | Time: 1170.21 ms [2022-04-12 22:12:18 main:574] : INFO : Epoch 1692 | loss: 0.0311885 | val_loss: 0.0311865 | Time: 1280.4 ms [2022-04-12 22:12:20 main:574] : INFO : Epoch 1693 | loss: 0.0311929 | val_loss: 0.0311887 | Time: 1318.56 ms [2022-04-12 22:12:21 main:574] : INFO : Epoch 1694 | loss: 0.0311907 | val_loss: 0.0311874 | Time: 1177.19 ms [2022-04-12 22:12:22 main:574] : INFO : Epoch 1695 | loss: 0.0311892 | val_loss: 0.0311874 | Time: 1257.92 ms [2022-04-12 22:12:24 main:574] : INFO : Epoch 1696 | loss: 0.0311904 | val_loss: 0.031189 | Time: 1306.63 ms [2022-04-12 22:12:25 main:574] : INFO : Epoch 1697 | loss: 0.0311945 | val_loss: 0.0311898 | Time: 1158.49 ms [2022-04-12 22:12:27 main:574] : INFO : Epoch 1698 | loss: 0.031194 | val_loss: 0.0311904 | Time: 1263.77 ms [2022-04-12 22:12:28 main:574] : INFO : Epoch 1699 | loss: 0.0311944 | val_loss: 0.0311888 | Time: 1331.11 ms [2022-04-12 22:12:29 main:574] : INFO : Epoch 1700 | loss: 0.0311928 | val_loss: 0.0311898 | Time: 1183.28 ms [2022-04-12 22:12:31 main:574] : INFO : Epoch 1701 | loss: 0.0311926 | val_loss: 0.0311896 | Time: 1266.04 ms [2022-04-12 22:12:32 main:574] : INFO : Epoch 1702 | loss: 0.031193 | val_loss: 0.0311897 | Time: 1325.81 ms [2022-04-12 22:12:33 main:574] : INFO : Epoch 1703 | loss: 0.0311926 | val_loss: 0.0311887 | Time: 1157.29 ms [2022-04-12 22:12:35 main:574] : INFO : Epoch 1704 | loss: 0.031193 | val_loss: 0.0311923 | Time: 1293.1 ms [2022-04-12 22:12:36 main:574] : INFO : Epoch 1705 | loss: 0.031193 | val_loss: 0.0311944 | Time: 1309.3 ms [2022-04-12 22:12:37 main:574] : INFO : Epoch 1706 | loss: 0.0311941 | val_loss: 0.0311898 | Time: 1175.2 ms [2022-04-12 22:12:39 main:574] : INFO : Epoch 1707 | loss: 0.0311934 | val_loss: 0.0311878 | Time: 1316.43 ms [2022-04-12 22:12:40 main:574] : INFO : Epoch 1708 | loss: 0.031192 | val_loss: 0.0311872 | Time: 1285.05 ms [2022-04-12 22:12:41 main:574] : INFO : Epoch 1709 | loss: 0.0311927 | val_loss: 0.0311943 | Time: 1177.54 ms [2022-04-12 22:12:43 main:574] : INFO : Epoch 1710 | loss: 0.0311968 | val_loss: 0.0311945 | Time: 1284.46 ms [2022-04-12 22:12:44 main:574] : INFO : Epoch 1711 | loss: 0.031194 | val_loss: 0.0311878 | Time: 1314.51 ms [2022-04-12 22:12:45 main:574] : INFO : Epoch 1712 | loss: 0.0311914 | val_loss: 0.0311876 | Time: 1188.91 ms [2022-04-12 22:12:47 main:574] : INFO : Epoch 1713 | loss: 0.0311917 | val_loss: 0.0311892 | Time: 1249.43 ms [2022-04-12 22:12:48 main:574] : INFO : Epoch 1714 | loss: 0.0311922 | val_loss: 0.0311905 | Time: 1324.56 ms [2022-04-12 22:12:49 main:574] : INFO : Epoch 1715 | loss: 0.031191 | val_loss: 0.0311879 | Time: 1197.99 ms [2022-04-12 22:12:51 main:574] : INFO : Epoch 1716 | loss: 0.0311908 | val_loss: 0.0311888 | Time: 1244.51 ms [2022-04-12 22:12:52 main:574] : INFO : Epoch 1717 | loss: 0.0311904 | val_loss: 0.0311861 | Time: 1332.35 ms [2022-04-12 22:12:54 main:574] : INFO : Epoch 1718 | loss: 0.0311896 | val_loss: 0.0311875 | Time: 1200.05 ms [2022-04-12 22:12:55 main:574] : INFO : Epoch 1719 | loss: 0.0311909 | val_loss: 0.0311873 | Time: 1236.2 ms [2022-04-12 22:12:56 main:574] : INFO : Epoch 1720 | loss: 0.0311928 | val_loss: 0.031197 | Time: 1321.09 ms [2022-04-12 22:12:58 main:574] : INFO : Epoch 1721 | loss: 0.0311928 | val_loss: 0.0311886 | Time: 1209.12 ms [2022-04-12 22:12:59 main:574] : INFO : Epoch 1722 | loss: 0.031191 | val_loss: 0.0311959 | Time: 1240.96 ms [2022-04-12 22:13:00 main:574] : INFO : Epoch 1723 | loss: 0.0311944 | val_loss: 0.0311867 | Time: 1329.82 ms [2022-04-12 22:13:02 main:574] : INFO : Epoch 1724 | loss: 0.0311897 | val_loss: 0.0311863 | Time: 1251.17 ms [2022-04-12 22:13:03 main:574] : INFO : Epoch 1725 | loss: 0.0311906 | val_loss: 0.0311897 | Time: 1188.88 ms [2022-04-12 22:13:04 main:574] : INFO : Epoch 1726 | loss: 0.0311897 | val_loss: 0.0311854 | Time: 1312.74 ms [2022-04-12 22:13:06 main:574] : INFO : Epoch 1727 | loss: 0.0311909 | val_loss: 0.031188 | Time: 1250.42 ms [2022-04-12 22:13:07 main:574] : INFO : Epoch 1728 | loss: 0.0311959 | val_loss: 0.0311965 | Time: 1219.45 ms [2022-04-12 22:13:09 main:574] : INFO : Epoch 1729 | loss: 0.0311984 | val_loss: 0.0311894 | Time: 1359.57 ms [2022-04-12 22:13:10 main:574] : INFO : Epoch 1730 | loss: 0.0311959 | val_loss: 0.0311892 | Time: 1266.65 ms [2022-04-12 22:13:11 main:574] : INFO : Epoch 1731 | loss: 0.031194 | val_loss: 0.0311879 | Time: 1177.14 ms [2022-04-12 22:13:13 main:574] : INFO : Epoch 1732 | loss: 0.0311928 | val_loss: 0.0311883 | Time: 1327.81 ms [2022-04-12 22:13:14 main:574] : INFO : Epoch 1733 | loss: 0.031193 | val_loss: 0.0311887 | Time: 1267.4 ms [2022-04-12 22:13:15 main:574] : INFO : Epoch 1734 | loss: 0.0311927 | val_loss: 0.031188 | Time: 1180.63 ms [2022-04-12 22:13:17 main:574] : INFO : Epoch 1735 | loss: 0.0311957 | val_loss: 0.0311875 | Time: 1322.34 ms [2022-04-12 22:13:18 main:574] : INFO : Epoch 1736 | loss: 0.031194 | val_loss: 0.0311879 | Time: 1269.19 ms [2022-04-12 22:13:19 main:574] : INFO : Epoch 1737 | loss: 0.0311931 | val_loss: 0.0311863 | Time: 1175.83 ms [2022-04-12 22:13:21 main:574] : INFO : Epoch 1738 | loss: 0.0311979 | val_loss: 0.0312039 | Time: 1288.56 ms [2022-04-12 22:13:22 main:574] : INFO : Epoch 1739 | loss: 0.0312008 | val_loss: 0.031199 | Time: 1299.42 ms [2022-04-12 22:13:23 main:574] : INFO : Epoch 1740 | loss: 0.0311962 | val_loss: 0.0311876 | Time: 1160.69 ms [2022-04-12 22:13:25 main:574] : INFO : Epoch 1741 | loss: 0.0311943 | val_loss: 0.0311935 | Time: 1276.7 ms [2022-04-12 22:13:26 main:574] : INFO : Epoch 1742 | loss: 0.0311956 | val_loss: 0.03119 | Time: 1293.83 ms [2022-04-12 22:13:28 main:574] : INFO : Epoch 1743 | loss: 0.0311945 | val_loss: 0.0311916 | Time: 1158.84 ms [2022-04-12 22:13:29 main:574] : INFO : Epoch 1744 | loss: 0.031197 | val_loss: 0.0311893 | Time: 1288.13 ms [2022-04-12 22:13:30 main:574] : INFO : Epoch 1745 | loss: 0.031199 | val_loss: 0.0311961 | Time: 1312.54 ms [2022-04-12 22:13:32 main:574] : INFO : Epoch 1746 | loss: 0.0312013 | val_loss: 0.0311965 | Time: 1176.81 ms [2022-04-12 22:13:33 main:574] : INFO : Epoch 1747 | loss: 0.0311986 | val_loss: 0.0311975 | Time: 1255.71 ms [2022-04-12 22:13:34 main:574] : INFO : Epoch 1748 | loss: 0.031196 | val_loss: 0.0311896 | Time: 1332.41 ms [2022-04-12 22:13:36 main:574] : INFO : Epoch 1749 | loss: 0.0311931 | val_loss: 0.0311865 | Time: 1236.29 ms [2022-04-12 22:13:37 main:574] : INFO : Epoch 1750 | loss: 0.0311925 | val_loss: 0.0311861 | Time: 1254.02 ms [2022-04-12 22:13:39 main:574] : INFO : Epoch 1751 | loss: 0.0311941 | val_loss: 0.0311955 | Time: 1382.64 ms [2022-04-12 22:13:40 main:574] : INFO : Epoch 1752 | loss: 0.0311987 | val_loss: 0.031193 | Time: 1191.26 ms [2022-04-12 22:13:41 main:574] : INFO : Epoch 1753 | loss: 0.0311963 | val_loss: 0.0311858 | Time: 1245.41 ms [2022-04-12 22:13:43 main:574] : INFO : Epoch 1754 | loss: 0.0311932 | val_loss: 0.0311871 | Time: 1325.35 ms [2022-04-12 22:13:44 main:574] : INFO : Epoch 1755 | loss: 0.0311925 | val_loss: 0.0311878 | Time: 1235.51 ms [2022-04-12 22:13:45 main:574] : INFO : Epoch 1756 | loss: 0.0311922 | val_loss: 0.0311875 | Time: 1200.41 ms [2022-04-12 22:13:47 main:574] : INFO : Epoch 1757 | loss: 0.0311946 | val_loss: 0.0311886 | Time: 1331.07 ms [2022-04-12 22:13:48 main:574] : INFO : Epoch 1758 | loss: 0.031193 | val_loss: 0.0311866 | Time: 1222.41 ms [2022-04-12 22:13:49 main:574] : INFO : Epoch 1759 | loss: 0.0311924 | val_loss: 0.031191 | Time: 1211.51 ms [2022-04-12 22:13:51 main:574] : INFO : Epoch 1760 | loss: 0.0311931 | val_loss: 0.0311872 | Time: 1347.96 ms [2022-04-12 22:13:52 main:574] : INFO : Epoch 1761 | loss: 0.0311924 | val_loss: 0.0311854 | Time: 1227.33 ms [2022-04-12 22:13:53 main:574] : INFO : Epoch 1762 | loss: 0.0311941 | val_loss: 0.0311919 | Time: 1179.22 ms [2022-04-12 22:13:55 main:574] : INFO : Epoch 1763 | loss: 0.0311979 | val_loss: 0.0311869 | Time: 1325.37 ms [2022-04-12 22:13:56 main:574] : INFO : Epoch 1764 | loss: 0.0311949 | val_loss: 0.0311867 | Time: 1265.46 ms [2022-04-12 22:13:57 main:574] : INFO : Epoch 1765 | loss: 0.031194 | val_loss: 0.0311916 | Time: 1166.85 ms [2022-04-12 22:13:59 main:574] : INFO : Epoch 1766 | loss: 0.031195 | val_loss: 0.0311884 | Time: 1324.8 ms [2022-04-12 22:14:00 main:574] : INFO : Epoch 1767 | loss: 0.0311913 | val_loss: 0.0311866 | Time: 1281.7 ms [2022-04-12 22:14:02 main:574] : INFO : Epoch 1768 | loss: 0.0311905 | val_loss: 0.0311855 | Time: 1167.02 ms [2022-04-12 22:14:03 main:574] : INFO : Epoch 1769 | loss: 0.0311904 | val_loss: 0.0311857 | Time: 1298.39 ms [2022-04-12 22:14:04 main:574] : INFO : Epoch 1770 | loss: 0.0311906 | val_loss: 0.0311854 | Time: 1286.13 ms [2022-04-12 22:14:06 main:574] : INFO : Epoch 1771 | loss: 0.0311921 | val_loss: 0.0311874 | Time: 1160.87 ms [2022-04-12 22:14:07 main:574] : INFO : Epoch 1772 | loss: 0.0311922 | val_loss: 0.0311874 | Time: 1276.45 ms [2022-04-12 22:14:08 main:574] : INFO : Epoch 1773 | loss: 0.0311927 | val_loss: 0.0311879 | Time: 1278.82 ms [2022-04-12 22:14:10 main:574] : INFO : Epoch 1774 | loss: 0.0311929 | val_loss: 0.0311885 | Time: 1169.46 ms [2022-04-12 22:14:11 main:574] : INFO : Epoch 1775 | loss: 0.031192 | val_loss: 0.0311911 | Time: 1307.54 ms [2022-04-12 22:14:13 main:574] : INFO : Epoch 1776 | loss: 0.031195 | val_loss: 0.0311862 | Time: 1281.47 ms [2022-04-12 22:14:14 main:574] : INFO : Epoch 1777 | loss: 0.0311937 | val_loss: 0.0311968 | Time: 1152.98 ms [2022-04-12 22:14:15 main:574] : INFO : Epoch 1778 | loss: 0.031193 | val_loss: 0.0311865 | Time: 1299.86 ms [2022-04-12 22:14:16 main:574] : INFO : Epoch 1779 | loss: 0.0311898 | val_loss: 0.0311867 | Time: 1266.92 ms [2022-04-12 22:14:18 main:574] : INFO : Epoch 1780 | loss: 0.0311938 | val_loss: 0.0311876 | Time: 1193.34 ms [2022-04-12 22:14:19 main:574] : INFO : Epoch 1781 | loss: 0.0311923 | val_loss: 0.0311878 | Time: 1361.68 ms [2022-04-12 22:14:20 main:574] : INFO : Epoch 1782 | loss: 0.0311924 | val_loss: 0.0311887 | Time: 1234.73 ms [2022-04-12 22:14:21 main:574] : INFO : Epoch 1783 | loss: 0.0311915 | val_loss: 0.031187 | Time: 1229.36 ms [2022-04-12 22:14:23 main:574] : INFO : Epoch 1784 | loss: 0.0311925 | val_loss: 0.0311877 | Time: 1348.55 ms [2022-04-12 22:14:24 main:574] : INFO : Epoch 1785 | loss: 0.0311913 | val_loss: 0.0311865 | Time: 1232.72 ms [2022-04-12 22:14:26 main:574] : INFO : Epoch 1786 | loss: 0.0311906 | val_loss: 0.0311854 | Time: 1217.17 ms [2022-04-12 22:14:27 main:574] : INFO : Epoch 1787 | loss: 0.0311905 | val_loss: 0.0311869 | Time: 1328.37 ms [2022-04-12 22:14:28 main:574] : INFO : Epoch 1788 | loss: 0.0311918 | val_loss: 0.0311909 | Time: 1233.72 ms [2022-04-12 22:14:30 main:574] : INFO : Epoch 1789 | loss: 0.0311964 | val_loss: 0.0311934 | Time: 1193.72 ms [2022-04-12 22:14:31 main:574] : INFO : Epoch 1790 | loss: 0.0311942 | val_loss: 0.0311867 | Time: 1334.4 ms [2022-04-12 22:14:32 main:574] : INFO : Epoch 1791 | loss: 0.0311906 | val_loss: 0.0311873 | Time: 1238.66 ms [2022-04-12 22:14:34 main:574] : INFO : Epoch 1792 | loss: 0.0311919 | val_loss: 0.0311882 | Time: 1176.41 ms [2022-04-12 22:14:35 main:574] : INFO : Epoch 1793 | loss: 0.0311924 | val_loss: 0.0311845 | Time: 1309.37 ms [2022-04-12 22:14:36 main:574] : INFO : Epoch 1794 | loss: 0.031191 | val_loss: 0.0311886 | Time: 1268.02 ms [2022-04-12 22:14:38 main:574] : INFO : Epoch 1795 | loss: 0.0311923 | val_loss: 0.0311869 | Time: 1191.3 ms [2022-04-12 22:14:39 main:574] : INFO : Epoch 1796 | loss: 0.03119 | val_loss: 0.0311861 | Time: 1323.64 ms [2022-04-12 22:14:41 main:574] : INFO : Epoch 1797 | loss: 0.0311899 | val_loss: 0.0311871 | Time: 1277.27 ms [2022-04-12 22:14:42 main:574] : INFO : Epoch 1798 | loss: 0.0311914 | val_loss: 0.0311885 | Time: 1171.62 ms [2022-04-12 22:14:43 main:574] : INFO : Epoch 1799 | loss: 0.0311902 | val_loss: 0.0311863 | Time: 1324.43 ms [2022-04-12 22:14:45 main:574] : INFO : Epoch 1800 | loss: 0.03119 | val_loss: 0.0311853 | Time: 1291.64 ms [2022-04-12 22:14:46 main:574] : INFO : Epoch 1801 | loss: 0.0311895 | val_loss: 0.0311867 | Time: 1176.43 ms [2022-04-12 22:14:47 main:574] : INFO : Epoch 1802 | loss: 0.0311939 | val_loss: 0.0311865 | Time: 1307.01 ms [2022-04-12 22:14:49 main:574] : INFO : Epoch 1803 | loss: 0.0311924 | val_loss: 0.0311882 | Time: 1254.2 ms [2022-04-12 22:14:50 main:574] : INFO : Epoch 1804 | loss: 0.0311905 | val_loss: 0.0311864 | Time: 1200.56 ms [2022-04-12 22:14:51 main:574] : INFO : Epoch 1805 | loss: 0.0311923 | val_loss: 0.0311843 | Time: 1344.53 ms [2022-04-12 22:14:53 main:574] : INFO : Epoch 1806 | loss: 0.0311899 | val_loss: 0.0311859 | Time: 1310.82 ms [2022-04-12 22:14:54 main:574] : INFO : Epoch 1807 | loss: 0.0311894 | val_loss: 0.0311866 | Time: 1219 ms [2022-04-12 22:14:55 main:574] : INFO : Epoch 1808 | loss: 0.0311904 | val_loss: 0.0311864 | Time: 1360.84 ms [2022-04-12 22:14:57 main:574] : INFO : Epoch 1809 | loss: 0.0311897 | val_loss: 0.0311842 | Time: 1248.32 ms [2022-04-12 22:14:58 main:574] : INFO : Epoch 1810 | loss: 0.0311903 | val_loss: 0.0311856 | Time: 1187.18 ms [2022-04-12 22:14:59 main:574] : INFO : Epoch 1811 | loss: 0.0311885 | val_loss: 0.0311836 | Time: 1335.73 ms [2022-04-12 22:15:01 main:574] : INFO : Epoch 1812 | loss: 0.0311884 | val_loss: 0.0311847 | Time: 1249.57 ms [2022-04-12 22:15:02 main:574] : INFO : Epoch 1813 | loss: 0.0311886 | val_loss: 0.0311844 | Time: 1224.97 ms [2022-04-12 22:15:03 main:574] : INFO : Epoch 1814 | loss: 0.0311883 | val_loss: 0.0311855 | Time: 1333.3 ms [2022-04-12 22:15:04 main:574] : INFO : Epoch 1815 | loss: 0.0311889 | val_loss: 0.0311838 | Time: 1217.47 ms [2022-04-12 22:15:06 main:574] : INFO : Epoch 1816 | loss: 0.0311894 | val_loss: 0.0311852 | Time: 1215.3 ms [2022-04-12 22:15:07 main:574] : INFO : Epoch 1817 | loss: 0.0311898 | val_loss: 0.0311877 | Time: 1321.24 ms [2022-04-12 22:15:09 main:574] : INFO : Epoch 1818 | loss: 0.0311903 | val_loss: 0.0311872 | Time: 1281.03 ms [2022-04-12 22:15:10 main:574] : INFO : Epoch 1819 | loss: 0.0311902 | val_loss: 0.0311853 | Time: 1183.4 ms [2022-04-12 22:15:11 main:574] : INFO : Epoch 1820 | loss: 0.0311894 | val_loss: 0.0311846 | Time: 1331.46 ms [2022-04-12 22:15:13 main:574] : INFO : Epoch 1821 | loss: 0.0311906 | val_loss: 0.0311884 | Time: 1280.04 ms [2022-04-12 22:15:14 main:574] : INFO : Epoch 1822 | loss: 0.0311906 | val_loss: 0.0311849 | Time: 1171.45 ms [2022-04-12 22:15:16 main:574] : INFO : Epoch 1823 | loss: 0.0311896 | val_loss: 0.0311842 | Time: 1310.62 ms [2022-04-12 22:15:17 main:574] : INFO : Epoch 1824 | loss: 0.0311899 | val_loss: 0.031184 | Time: 1280.39 ms [2022-04-12 22:15:18 main:574] : INFO : Epoch 1825 | loss: 0.0311909 | val_loss: 0.0311844 | Time: 1162.14 ms [2022-04-12 22:15:20 main:574] : INFO : Epoch 1826 | loss: 0.0311896 | val_loss: 0.0311839 | Time: 1320.74 ms [2022-04-12 22:15:21 main:574] : INFO : Epoch 1827 | loss: 0.0311891 | val_loss: 0.0311849 | Time: 1292.58 ms [2022-04-12 22:15:22 main:574] : INFO : Epoch 1828 | loss: 0.0311906 | val_loss: 0.031188 | Time: 1169.81 ms [2022-04-12 22:15:24 main:574] : INFO : Epoch 1829 | loss: 0.0311914 | val_loss: 0.0311885 | Time: 1286.66 ms [2022-04-12 22:15:25 main:574] : INFO : Epoch 1830 | loss: 0.031194 | val_loss: 0.0311879 | Time: 1333.02 ms [2022-04-12 22:15:26 main:574] : INFO : Epoch 1831 | loss: 0.0311889 | val_loss: 0.0311867 | Time: 1175.96 ms [2022-04-12 22:15:28 main:574] : INFO : Epoch 1832 | loss: 0.0311896 | val_loss: 0.0311912 | Time: 1261.86 ms [2022-04-12 22:15:29 main:574] : INFO : Epoch 1833 | loss: 0.0311909 | val_loss: 0.0311842 | Time: 1328.25 ms [2022-04-12 22:15:30 main:574] : INFO : Epoch 1834 | loss: 0.0311921 | val_loss: 0.0311856 | Time: 1197.62 ms [2022-04-12 22:15:32 main:574] : INFO : Epoch 1835 | loss: 0.0311894 | val_loss: 0.0311854 | Time: 1244.51 ms [2022-04-12 22:15:33 main:574] : INFO : Epoch 1836 | loss: 0.0311907 | val_loss: 0.0311845 | Time: 1337.13 ms [2022-04-12 22:15:35 main:574] : INFO : Epoch 1837 | loss: 0.0311892 | val_loss: 0.0311863 | Time: 1211.55 ms [2022-04-12 22:15:36 main:574] : INFO : Epoch 1838 | loss: 0.0311905 | val_loss: 0.0311883 | Time: 1211.21 ms [2022-04-12 22:15:37 main:574] : INFO : Epoch 1839 | loss: 0.0311898 | val_loss: 0.031185 | Time: 1335.84 ms [2022-04-12 22:15:39 main:574] : INFO : Epoch 1840 | loss: 0.0311903 | val_loss: 0.031188 | Time: 1234.87 ms [2022-04-12 22:15:40 main:574] : INFO : Epoch 1841 | loss: 0.0311901 | val_loss: 0.0311868 | Time: 1201.82 ms [2022-04-12 22:15:41 main:574] : INFO : Epoch 1842 | loss: 0.0311887 | val_loss: 0.031186 | Time: 1339.35 ms [2022-04-12 22:15:43 main:574] : INFO : Epoch 1843 | loss: 0.0311888 | val_loss: 0.0311853 | Time: 1239.26 ms [2022-04-12 22:15:44 main:574] : INFO : Epoch 1844 | loss: 0.0311917 | val_loss: 0.0311913 | Time: 1214.18 ms [2022-04-12 22:15:46 main:574] : INFO : Epoch 1845 | loss: 0.0311917 | val_loss: 0.0311852 | Time: 1324.07 ms [2022-04-12 22:15:47 main:574] : INFO : Epoch 1846 | loss: 0.0311896 | val_loss: 0.0311847 | Time: 1234.56 ms [2022-04-12 22:15:48 main:574] : INFO : Epoch 1847 | loss: 0.0311883 | val_loss: 0.0311888 | Time: 1187.61 ms [2022-04-12 22:15:50 main:574] : INFO : Epoch 1848 | loss: 0.0311903 | val_loss: 0.0311856 | Time: 1333.52 ms [2022-04-12 22:15:51 main:574] : INFO : Epoch 1849 | loss: 0.0311885 | val_loss: 0.0311868 | Time: 1266.91 ms [2022-04-12 22:15:52 main:574] : INFO : Epoch 1850 | loss: 0.0311896 | val_loss: 0.0311886 | Time: 1170.4 ms [2022-04-12 22:15:54 main:574] : INFO : Epoch 1851 | loss: 0.0311881 | val_loss: 0.0311861 | Time: 1350.95 ms [2022-04-12 22:15:55 main:574] : INFO : Epoch 1852 | loss: 0.031189 | val_loss: 0.0311856 | Time: 1271.11 ms [2022-04-12 22:15:56 main:574] : INFO : Epoch 1853 | loss: 0.0311871 | val_loss: 0.0311842 | Time: 1170.35 ms [2022-04-12 22:15:58 main:574] : INFO : Epoch 1854 | loss: 0.0311882 | val_loss: 0.0311845 | Time: 1328.06 ms [2022-04-12 22:15:59 main:574] : INFO : Epoch 1855 | loss: 0.0311875 | val_loss: 0.0311849 | Time: 1253.12 ms [2022-04-12 22:16:00 main:574] : INFO : Epoch 1856 | loss: 0.0311879 | val_loss: 0.0311854 | Time: 1200.32 ms [2022-04-12 22:16:02 main:574] : INFO : Epoch 1857 | loss: 0.0311876 | val_loss: 0.0311839 | Time: 1357.92 ms [2022-04-12 22:16:03 main:574] : INFO : Epoch 1858 | loss: 0.031188 | val_loss: 0.031188 | Time: 1298.7 ms [2022-04-12 22:16:04 main:574] : INFO : Epoch 1859 | loss: 0.0311883 | val_loss: 0.0311849 | Time: 1177.83 ms [2022-04-12 22:16:06 main:574] : INFO : Epoch 1860 | loss: 0.0311875 | val_loss: 0.0311852 | Time: 1314.72 ms [2022-04-12 22:16:07 main:574] : INFO : Epoch 1861 | loss: 0.0311876 | val_loss: 0.0311862 | Time: 1286.19 ms [2022-04-12 22:16:09 main:574] : INFO : Epoch 1862 | loss: 0.0311874 | val_loss: 0.0311914 | Time: 1168.83 ms [2022-04-12 22:16:10 main:574] : INFO : Epoch 1863 | loss: 0.0311914 | val_loss: 0.0311901 | Time: 1274.79 ms [2022-04-12 22:16:11 main:574] : INFO : Epoch 1864 | loss: 0.0311911 | val_loss: 0.0311937 | Time: 1298.52 ms [2022-04-12 22:16:13 main:574] : INFO : Epoch 1865 | loss: 0.0311942 | val_loss: 0.0311868 | Time: 1158.56 ms [2022-04-12 22:16:14 main:574] : INFO : Epoch 1866 | loss: 0.0311911 | val_loss: 0.0311875 | Time: 1303.76 ms [2022-04-12 22:16:15 main:574] : INFO : Epoch 1867 | loss: 0.0311902 | val_loss: 0.031188 | Time: 1278.92 ms [2022-04-12 22:16:17 main:574] : INFO : Epoch 1868 | loss: 0.0311884 | val_loss: 0.0311863 | Time: 1169.48 ms [2022-04-12 22:16:18 main:574] : INFO : Epoch 1869 | loss: 0.0311876 | val_loss: 0.0311844 | Time: 1297.25 ms [2022-04-12 22:16:19 main:574] : INFO : Epoch 1870 | loss: 0.0311879 | val_loss: 0.0311841 | Time: 1304.42 ms [2022-04-12 22:16:21 main:574] : INFO : Epoch 1871 | loss: 0.0311897 | val_loss: 0.0311902 | Time: 1169.17 ms [2022-04-12 22:16:22 main:574] : INFO : Epoch 1872 | loss: 0.031189 | val_loss: 0.031184 | Time: 1265.75 ms [2022-04-12 22:16:23 main:574] : INFO : Epoch 1873 | loss: 0.0311875 | val_loss: 0.0311844 | Time: 1317.6 ms [2022-04-12 22:16:25 main:574] : INFO : Epoch 1874 | loss: 0.0311893 | val_loss: 0.0311859 | Time: 1162.59 ms [2022-04-12 22:16:26 main:574] : INFO : Epoch 1875 | loss: 0.0311905 | val_loss: 0.0311901 | Time: 1277.9 ms [2022-04-12 22:16:28 main:574] : INFO : Epoch 1876 | loss: 0.0311882 | val_loss: 0.0311847 | Time: 1324.64 ms [2022-04-12 22:16:29 main:574] : INFO : Epoch 1877 | loss: 0.0311882 | val_loss: 0.0311861 | Time: 1197.08 ms [2022-04-12 22:16:30 main:574] : INFO : Epoch 1878 | loss: 0.0311879 | val_loss: 0.0311855 | Time: 1259.96 ms [2022-04-12 22:16:32 main:574] : INFO : Epoch 1879 | loss: 0.0311894 | val_loss: 0.0311918 | Time: 1338.75 ms [2022-04-12 22:16:33 main:574] : INFO : Epoch 1880 | loss: 0.0311916 | val_loss: 0.0311922 | Time: 1216.28 ms [2022-04-12 22:16:34 main:574] : INFO : Epoch 1881 | loss: 0.0311949 | val_loss: 0.031196 | Time: 1227.13 ms [2022-04-12 22:16:36 main:574] : INFO : Epoch 1882 | loss: 0.0311895 | val_loss: 0.0311852 | Time: 1340.65 ms [2022-04-12 22:16:37 main:574] : INFO : Epoch 1883 | loss: 0.0311894 | val_loss: 0.0311875 | Time: 1224.79 ms [2022-04-12 22:16:38 main:574] : INFO : Epoch 1884 | loss: 0.0311886 | val_loss: 0.0311855 | Time: 1226.74 ms [2022-04-12 22:16:40 main:574] : INFO : Epoch 1885 | loss: 0.0311892 | val_loss: 0.0311871 | Time: 1341.94 ms [2022-04-12 22:16:41 main:574] : INFO : Epoch 1886 | loss: 0.0311909 | val_loss: 0.0311886 | Time: 1228.81 ms [2022-04-12 22:16:43 main:574] : INFO : Epoch 1887 | loss: 0.0311891 | val_loss: 0.0311855 | Time: 1211.24 ms [2022-04-12 22:16:44 main:574] : INFO : Epoch 1888 | loss: 0.0311889 | val_loss: 0.0311864 | Time: 1327.04 ms [2022-04-12 22:16:45 main:574] : INFO : Epoch 1889 | loss: 0.0311878 | val_loss: 0.0311871 | Time: 1250.13 ms [2022-04-12 22:16:47 main:574] : INFO : Epoch 1890 | loss: 0.0311874 | val_loss: 0.0311853 | Time: 1174.46 ms [2022-04-12 22:16:48 main:574] : INFO : Epoch 1891 | loss: 0.0311872 | val_loss: 0.031185 | Time: 1333.96 ms [2022-04-12 22:16:49 main:574] : INFO : Epoch 1892 | loss: 0.0311872 | val_loss: 0.0311854 | Time: 1235.58 ms [2022-04-12 22:16:51 main:574] : INFO : Epoch 1893 | loss: 0.0311916 | val_loss: 0.0311857 | Time: 1186.6 ms [2022-04-12 22:16:52 main:574] : INFO : Epoch 1894 | loss: 0.0311896 | val_loss: 0.0311842 | Time: 1382.3 ms [2022-04-12 22:16:53 main:574] : INFO : Epoch 1895 | loss: 0.0311906 | val_loss: 0.0311913 | Time: 1306.63 ms [2022-04-12 22:16:55 main:574] : INFO : Epoch 1896 | loss: 0.0311897 | val_loss: 0.0311894 | Time: 1157 ms [2022-04-12 22:16:56 main:574] : INFO : Epoch 1897 | loss: 0.0311889 | val_loss: 0.0311852 | Time: 1305.28 ms [2022-04-12 22:16:58 main:574] : INFO : Epoch 1898 | loss: 0.0311883 | val_loss: 0.031188 | Time: 1300.34 ms [2022-04-12 22:16:59 main:574] : INFO : Epoch 1899 | loss: 0.031188 | val_loss: 0.0311851 | Time: 1163.1 ms [2022-04-12 22:17:00 main:574] : INFO : Epoch 1900 | loss: 0.0311885 | val_loss: 0.0311892 | Time: 1308.11 ms [2022-04-12 22:17:02 main:574] : INFO : Epoch 1901 | loss: 0.0311901 | val_loss: 0.0311853 | Time: 1305.03 ms [2022-04-12 22:17:03 main:574] : INFO : Epoch 1902 | loss: 0.0311891 | val_loss: 0.0311874 | Time: 1164.42 ms [2022-04-12 22:17:04 main:574] : INFO : Epoch 1903 | loss: 0.0311912 | val_loss: 0.0311864 | Time: 1303.14 ms [2022-04-12 22:17:06 main:574] : INFO : Epoch 1904 | loss: 0.0311916 | val_loss: 0.0311854 | Time: 1317.86 ms [2022-04-12 22:17:07 main:574] : INFO : Epoch 1905 | loss: 0.0311905 | val_loss: 0.0311853 | Time: 1172.19 ms [2022-04-12 22:17:08 main:574] : INFO : Epoch 1906 | loss: 0.0311903 | val_loss: 0.0311912 | Time: 1260.61 ms [2022-04-12 22:17:10 main:574] : INFO : Epoch 1907 | loss: 0.0311904 | val_loss: 0.0311888 | Time: 1324.25 ms [2022-04-12 22:17:11 main:574] : INFO : Epoch 1908 | loss: 0.0311889 | val_loss: 0.031186 | Time: 1178.98 ms [2022-04-12 22:17:12 main:574] : INFO : Epoch 1909 | loss: 0.0311886 | val_loss: 0.0311861 | Time: 1251.86 ms [2022-04-12 22:17:14 main:574] : INFO : Epoch 1910 | loss: 0.0311886 | val_loss: 0.0311882 | Time: 1338.64 ms [2022-04-12 22:17:15 main:574] : INFO : Epoch 1911 | loss: 0.0311914 | val_loss: 0.0311867 | Time: 1187.27 ms [2022-04-12 22:17:17 main:574] : INFO : Epoch 1912 | loss: 0.0311883 | val_loss: 0.0311848 | Time: 1262.45 ms [2022-04-12 22:17:18 main:574] : INFO : Epoch 1913 | loss: 0.0311881 | val_loss: 0.0311845 | Time: 1336.58 ms [2022-04-12 22:17:19 main:574] : INFO : Epoch 1914 | loss: 0.0311878 | val_loss: 0.0311874 | Time: 1219.25 ms [2022-04-12 22:17:21 main:574] : INFO : Epoch 1915 | loss: 0.0311898 | val_loss: 0.0311845 | Time: 1229.82 ms [2022-04-12 22:17:22 main:574] : INFO : Epoch 1916 | loss: 0.0311887 | val_loss: 0.0311854 | Time: 1356.1 ms [2022-04-12 22:17:23 main:574] : INFO : Epoch 1917 | loss: 0.0311899 | val_loss: 0.0311851 | Time: 1238.86 ms [2022-04-12 22:17:25 main:574] : INFO : Epoch 1918 | loss: 0.0311903 | val_loss: 0.0311924 | Time: 1204.39 ms [2022-04-12 22:17:26 main:574] : INFO : Epoch 1919 | loss: 0.0311912 | val_loss: 0.0311856 | Time: 1328.56 ms [2022-04-12 22:17:28 main:574] : INFO : Epoch 1920 | loss: 0.0311912 | val_loss: 0.0311917 | Time: 1279.57 ms [2022-04-12 22:17:29 main:574] : INFO : Epoch 1921 | loss: 0.0311892 | val_loss: 0.0311844 | Time: 1188.22 ms [2022-04-12 22:17:30 main:574] : INFO : Epoch 1922 | loss: 0.0311882 | val_loss: 0.0311842 | Time: 1339.2 ms [2022-04-12 22:17:32 main:574] : INFO : Epoch 1923 | loss: 0.0311875 | val_loss: 0.0311839 | Time: 1251.51 ms [2022-04-12 22:17:33 main:574] : INFO : Epoch 1924 | loss: 0.031187 | val_loss: 0.0311832 | Time: 1199.63 ms [2022-04-12 22:17:34 main:574] : INFO : Epoch 1925 | loss: 0.0311901 | val_loss: 0.0311864 | Time: 1327.33 ms [2022-04-12 22:17:36 main:574] : INFO : Epoch 1926 | loss: 0.0311891 | val_loss: 0.0311834 | Time: 1285.42 ms [2022-04-12 22:17:37 main:574] : INFO : Epoch 1927 | loss: 0.0311906 | val_loss: 0.031185 | Time: 1180.81 ms [2022-04-12 22:17:38 main:574] : INFO : Epoch 1928 | loss: 0.0311891 | val_loss: 0.0311873 | Time: 1298.58 ms [2022-04-12 22:17:40 main:574] : INFO : Epoch 1929 | loss: 0.0311908 | val_loss: 0.0311861 | Time: 1294.86 ms [2022-04-12 22:17:41 main:574] : INFO : Epoch 1930 | loss: 0.0311925 | val_loss: 0.0311854 | Time: 1159.1 ms [2022-04-12 22:17:43 main:574] : INFO : Epoch 1931 | loss: 0.0311884 | val_loss: 0.0311847 | Time: 1305.88 ms [2022-04-12 22:17:44 main:574] : INFO : Epoch 1932 | loss: 0.0311884 | val_loss: 0.0311855 | Time: 1305.09 ms [2022-04-12 22:17:45 main:574] : INFO : Epoch 1933 | loss: 0.031188 | val_loss: 0.0311847 | Time: 1158.51 ms [2022-04-12 22:17:47 main:574] : INFO : Epoch 1934 | loss: 0.031189 | val_loss: 0.0311853 | Time: 1306.26 ms [2022-04-12 22:17:48 main:574] : INFO : Epoch 1935 | loss: 0.0311872 | val_loss: 0.0311844 | Time: 1285.75 ms [2022-04-12 22:17:49 main:574] : INFO : Epoch 1936 | loss: 0.0311841 | val_loss: 0.0311832 | Time: 1154.09 ms [2022-04-12 22:17:51 main:574] : INFO : Epoch 1937 | loss: 0.0311834 | val_loss: 0.0311801 | Time: 1276.58 ms [2022-04-12 22:17:52 main:574] : INFO : Epoch 1938 | loss: 0.0311816 | val_loss: 0.0311803 | Time: 1280.67 ms [2022-04-12 22:17:53 main:574] : INFO : Epoch 1939 | loss: 0.0311808 | val_loss: 0.0311774 | Time: 1154.41 ms [2022-04-12 22:17:55 main:574] : INFO : Epoch 1940 | loss: 0.0311813 | val_loss: 0.0311775 | Time: 1286.16 ms [2022-04-12 22:17:56 main:574] : INFO : Epoch 1941 | loss: 0.0311791 | val_loss: 0.0311801 | Time: 1314.5 ms [2022-04-12 22:17:57 main:574] : INFO : Epoch 1942 | loss: 0.0311812 | val_loss: 0.0311867 | Time: 1157.77 ms [2022-04-12 22:17:59 main:574] : INFO : Epoch 1943 | loss: 0.0311866 | val_loss: 0.0311846 | Time: 1315.32 ms [2022-04-12 22:18:00 main:574] : INFO : Epoch 1944 | loss: 0.0311812 | val_loss: 0.0311792 | Time: 1281.19 ms [2022-04-12 22:18:01 main:574] : INFO : Epoch 1945 | loss: 0.0311806 | val_loss: 0.0311786 | Time: 1175.01 ms [2022-04-12 22:18:02 main:574] : INFO : Epoch 1946 | loss: 0.0311785 | val_loss: 0.0311809 | Time: 1309.59 ms [2022-04-12 22:18:04 main:574] : INFO : Epoch 1947 | loss: 0.0311796 | val_loss: 0.0311781 | Time: 1263.94 ms [2022-04-12 22:18:05 main:574] : INFO : Epoch 1948 | loss: 0.0311776 | val_loss: 0.0311784 | Time: 1190.26 ms [2022-04-12 22:18:06 main:574] : INFO : Epoch 1949 | loss: 0.0311773 | val_loss: 0.0311772 | Time: 1334.09 ms [2022-04-12 22:18:08 main:574] : INFO : Epoch 1950 | loss: 0.0311775 | val_loss: 0.0311778 | Time: 1230.49 ms [2022-04-12 22:18:09 main:574] : INFO : Epoch 1951 | loss: 0.0311767 | val_loss: 0.0311765 | Time: 1205.68 ms [2022-04-12 22:18:11 main:574] : INFO : Epoch 1952 | loss: 0.0311759 | val_loss: 0.0311767 | Time: 1319.83 ms [2022-04-12 22:18:12 main:574] : INFO : Epoch 1953 | loss: 0.0311779 | val_loss: 0.0311784 | Time: 1232.83 ms [2022-04-12 22:18:13 main:574] : INFO : Epoch 1954 | loss: 0.0311769 | val_loss: 0.0311776 | Time: 1215.65 ms [2022-04-12 22:18:14 main:574] : INFO : Epoch 1955 | loss: 0.0311781 | val_loss: 0.0311769 | Time: 1306.78 ms [2022-04-12 22:18:16 main:574] : INFO : Epoch 1956 | loss: 0.0311779 | val_loss: 0.0311817 | Time: 1227.11 ms [2022-04-12 22:18:17 main:574] : INFO : Epoch 1957 | loss: 0.0311788 | val_loss: 0.0311765 | Time: 1202.47 ms [2022-04-12 22:18:19 main:574] : INFO : Epoch 1958 | loss: 0.0311774 | val_loss: 0.0311794 | Time: 1369.15 ms [2022-04-12 22:18:20 main:574] : INFO : Epoch 1959 | loss: 0.0311804 | val_loss: 0.0311789 | Time: 1280.26 ms [2022-04-12 22:18:21 main:574] : INFO : Epoch 1960 | loss: 0.0311777 | val_loss: 0.0311793 | Time: 1191.83 ms [2022-04-12 22:18:23 main:574] : INFO : Epoch 1961 | loss: 0.0311778 | val_loss: 0.0311802 | Time: 1329.83 ms [2022-04-12 22:18:24 main:574] : INFO : Epoch 1962 | loss: 0.0311776 | val_loss: 0.0311746 | Time: 1258.67 ms [2022-04-12 22:18:25 main:574] : INFO : Epoch 1963 | loss: 0.0311773 | val_loss: 0.0311758 | Time: 1180.04 ms [2022-04-12 22:18:27 main:574] : INFO : Epoch 1964 | loss: 0.0311772 | val_loss: 0.0311772 | Time: 1318.52 ms [2022-04-12 22:18:28 main:574] : INFO : Epoch 1965 | loss: 0.031181 | val_loss: 0.0311786 | Time: 1271.84 ms [2022-04-12 22:18:29 main:574] : INFO : Epoch 1966 | loss: 0.0311787 | val_loss: 0.0311756 | Time: 1167.97 ms [2022-04-12 22:18:31 main:574] : INFO : Epoch 1967 | loss: 0.0311758 | val_loss: 0.0311757 | Time: 1330.6 ms [2022-04-12 22:18:32 main:574] : INFO : Epoch 1968 | loss: 0.0311747 | val_loss: 0.0311748 | Time: 1309.64 ms [2022-04-12 22:18:34 main:574] : INFO : Epoch 1969 | loss: 0.0311753 | val_loss: 0.0311756 | Time: 1178.2 ms [2022-04-12 22:18:35 main:574] : INFO : Epoch 1970 | loss: 0.0311753 | val_loss: 0.0311761 | Time: 1372.01 ms [2022-04-12 22:18:36 main:574] : INFO : Epoch 1971 | loss: 0.0311825 | val_loss: 0.031193 | Time: 1370.61 ms [2022-04-12 22:18:38 main:574] : INFO : Epoch 1972 | loss: 0.0311794 | val_loss: 0.0311751 | Time: 1169.17 ms [2022-04-12 22:18:39 main:574] : INFO : Epoch 1973 | loss: 0.0311745 | val_loss: 0.0311768 | Time: 1340.91 ms [2022-04-12 22:18:40 main:574] : INFO : Epoch 1974 | loss: 0.0311751 | val_loss: 0.0311767 | Time: 1365.33 ms [2022-04-12 22:18:42 main:574] : INFO : Epoch 1975 | loss: 0.0311783 | val_loss: 0.0311838 | Time: 1216.62 ms [2022-04-12 22:18:43 main:574] : INFO : Epoch 1976 | loss: 0.0311773 | val_loss: 0.0311788 | Time: 1254.86 ms [2022-04-12 22:18:44 main:574] : INFO : Epoch 1977 | loss: 0.0311751 | val_loss: 0.0311754 | Time: 1314.97 ms [2022-04-12 22:18:46 main:574] : INFO : Epoch 1978 | loss: 0.0311754 | val_loss: 0.0311762 | Time: 1184.85 ms [2022-04-12 22:18:47 main:574] : INFO : Epoch 1979 | loss: 0.0311749 | val_loss: 0.0311767 | Time: 1275.78 ms [2022-04-12 22:18:48 main:574] : INFO : Epoch 1980 | loss: 0.0311777 | val_loss: 0.0311789 | Time: 1337.47 ms [2022-04-12 22:18:50 main:574] : INFO : Epoch 1981 | loss: 0.0311761 | val_loss: 0.0311789 | Time: 1165.83 ms [2022-04-12 22:18:51 main:574] : INFO : Epoch 1982 | loss: 0.0311774 | val_loss: 0.0311802 | Time: 1290.46 ms [2022-04-12 22:18:52 main:574] : INFO : Epoch 1983 | loss: 0.0311772 | val_loss: 0.03118 | Time: 1315.1 ms [2022-04-12 22:18:54 main:574] : INFO : Epoch 1984 | loss: 0.0311773 | val_loss: 0.0311816 | Time: 1160.83 ms [2022-04-12 22:18:55 main:574] : INFO : Epoch 1985 | loss: 0.0311762 | val_loss: 0.0311783 | Time: 1314.51 ms [2022-04-12 22:18:56 main:574] : INFO : Epoch 1986 | loss: 0.031175 | val_loss: 0.0311761 | Time: 1287.02 ms [2022-04-12 22:18:58 main:574] : INFO : Epoch 1987 | loss: 0.0311738 | val_loss: 0.031174 | Time: 1167.43 ms [2022-04-12 22:18:59 main:574] : INFO : Epoch 1988 | loss: 0.0311743 | val_loss: 0.0311752 | Time: 1292.74 ms [2022-04-12 22:19:00 main:574] : INFO : Epoch 1989 | loss: 0.0311749 | val_loss: 0.0311766 | Time: 1312.24 ms [2022-04-12 22:19:02 main:574] : INFO : Epoch 1990 | loss: 0.0311758 | val_loss: 0.0311794 | Time: 1166.87 ms [2022-04-12 22:19:03 main:574] : INFO : Epoch 1991 | loss: 0.0311759 | val_loss: 0.0311767 | Time: 1290.44 ms [2022-04-12 22:19:05 main:574] : INFO : Epoch 1992 | loss: 0.0311739 | val_loss: 0.0311748 | Time: 1300.24 ms [2022-04-12 22:19:06 main:574] : INFO : Epoch 1993 | loss: 0.0311756 | val_loss: 0.031176 | Time: 1169.03 ms [2022-04-12 22:19:07 main:574] : INFO : Epoch 1994 | loss: 0.0311749 | val_loss: 0.0311754 | Time: 1253.39 ms [2022-04-12 22:19:09 main:574] : INFO : Epoch 1995 | loss: 0.031174 | val_loss: 0.0311732 | Time: 1351.82 ms [2022-04-12 22:19:10 main:574] : INFO : Epoch 1996 | loss: 0.0311731 | val_loss: 0.0311756 | Time: 1187 ms [2022-04-12 22:19:11 main:574] : INFO : Epoch 1997 | loss: 0.0311778 | val_loss: 0.0311769 | Time: 1261.4 ms [2022-04-12 22:19:13 main:574] : INFO : Epoch 1998 | loss: 0.0311746 | val_loss: 0.031178 | Time: 1347.7 ms [2022-04-12 22:19:14 main:574] : INFO : Epoch 1999 | loss: 0.031174 | val_loss: 0.0311768 | Time: 1217.12 ms [2022-04-12 22:19:15 main:574] : INFO : Epoch 2000 | loss: 0.0311751 | val_loss: 0.0311741 | Time: 1218.72 ms [2022-04-12 22:19:17 main:574] : INFO : Epoch 2001 | loss: 0.0311767 | val_loss: 0.0311741 | Time: 1321.16 ms [2022-04-12 22:19:18 main:574] : INFO : Epoch 2002 | loss: 0.0311756 | val_loss: 0.0311749 | Time: 1215.2 ms [2022-04-12 22:19:20 main:574] : INFO : Epoch 2003 | loss: 0.0311793 | val_loss: 0.0311878 | Time: 1239.48 ms [2022-04-12 22:19:21 main:574] : INFO : Epoch 2004 | loss: 0.0311822 | val_loss: 0.0311752 | Time: 1339.78 ms [2022-04-12 22:19:22 main:574] : INFO : Epoch 2005 | loss: 0.0311741 | val_loss: 0.0311738 | Time: 1246.4 ms [2022-04-12 22:19:24 main:574] : INFO : Epoch 2006 | loss: 0.0311742 | val_loss: 0.0311761 | Time: 1196.48 ms [2022-04-12 22:19:25 main:574] : INFO : Epoch 2007 | loss: 0.0311728 | val_loss: 0.0311741 | Time: 1334.08 ms [2022-04-12 22:19:26 main:574] : INFO : Epoch 2008 | loss: 0.0311744 | val_loss: 0.0311764 | Time: 1298.78 ms [2022-04-12 22:19:28 main:574] : INFO : Epoch 2009 | loss: 0.0311737 | val_loss: 0.0311725 | Time: 1165.58 ms [2022-04-12 22:19:29 main:574] : INFO : Epoch 2010 | loss: 0.0311743 | val_loss: 0.0311757 | Time: 1342.75 ms [2022-04-12 22:19:30 main:574] : INFO : Epoch 2011 | loss: 0.0311791 | val_loss: 0.0311803 | Time: 1288.23 ms [2022-04-12 22:19:32 main:574] : INFO : Epoch 2012 | loss: 0.0311776 | val_loss: 0.031177 | Time: 1181.89 ms [2022-04-12 22:19:33 main:574] : INFO : Epoch 2013 | loss: 0.0311781 | val_loss: 0.0311774 | Time: 1325.95 ms [2022-04-12 22:19:35 main:574] : INFO : Epoch 2014 | loss: 0.0311739 | val_loss: 0.0311755 | Time: 1283.2 ms [2022-04-12 22:19:36 main:574] : INFO : Epoch 2015 | loss: 0.031175 | val_loss: 0.0311758 | Time: 1164.89 ms [2022-04-12 22:19:37 main:574] : INFO : Epoch 2016 | loss: 0.0311742 | val_loss: 0.0311749 | Time: 1315.36 ms [2022-04-12 22:19:39 main:574] : INFO : Epoch 2017 | loss: 0.0311745 | val_loss: 0.0311771 | Time: 1267.82 ms [2022-04-12 22:19:40 main:574] : INFO : Epoch 2018 | loss: 0.0311741 | val_loss: 0.0311745 | Time: 1168.65 ms [2022-04-12 22:19:41 main:574] : INFO : Epoch 2019 | loss: 0.0311727 | val_loss: 0.0311757 | Time: 1334.15 ms [2022-04-12 22:19:43 main:574] : INFO : Epoch 2020 | loss: 0.0311735 | val_loss: 0.0311745 | Time: 1295.73 ms [2022-04-12 22:19:44 main:574] : INFO : Epoch 2021 | loss: 0.0311773 | val_loss: 0.0311774 | Time: 1161.8 ms [2022-04-12 22:19:45 main:574] : INFO : Epoch 2022 | loss: 0.0311747 | val_loss: 0.0311754 | Time: 1307.72 ms [2022-04-12 22:19:47 main:574] : INFO : Epoch 2023 | loss: 0.0311737 | val_loss: 0.0311764 | Time: 1305.21 ms [2022-04-12 22:19:48 main:574] : INFO : Epoch 2024 | loss: 0.0311752 | val_loss: 0.0311756 | Time: 1161.13 ms [2022-04-12 22:19:49 main:574] : INFO : Epoch 2025 | loss: 0.0311751 | val_loss: 0.0311809 | Time: 1312.12 ms [2022-04-12 22:19:51 main:574] : INFO : Epoch 2026 | loss: 0.031179 | val_loss: 0.0311813 | Time: 1309.51 ms [2022-04-12 22:19:52 main:574] : INFO : Epoch 2027 | loss: 0.0311757 | val_loss: 0.0311748 | Time: 1160.83 ms [2022-04-12 22:19:53 main:574] : INFO : Epoch 2028 | loss: 0.0311742 | val_loss: 0.0311779 | Time: 1282.09 ms [2022-04-12 22:19:55 main:574] : INFO : Epoch 2029 | loss: 0.0311759 | val_loss: 0.0311823 | Time: 1318.08 ms [2022-04-12 22:19:56 main:574] : INFO : Epoch 2030 | loss: 0.0311806 | val_loss: 0.031186 | Time: 1163.68 ms [2022-04-12 22:19:58 main:574] : INFO : Epoch 2031 | loss: 0.0311764 | val_loss: 0.0311759 | Time: 1256.73 ms [2022-04-12 22:19:59 main:574] : INFO : Epoch 2032 | loss: 0.031176 | val_loss: 0.0311775 | Time: 1304.16 ms [2022-04-12 22:20:00 main:574] : INFO : Epoch 2033 | loss: 0.0311819 | val_loss: 0.0311788 | Time: 1162.42 ms [2022-04-12 22:20:02 main:574] : INFO : Epoch 2034 | loss: 0.031179 | val_loss: 0.0311844 | Time: 1275.8 ms [2022-04-12 22:20:03 main:574] : INFO : Epoch 2035 | loss: 0.0311775 | val_loss: 0.0311802 | Time: 1340.99 ms [2022-04-12 22:20:04 main:574] : INFO : Epoch 2036 | loss: 0.0311757 | val_loss: 0.0311759 | Time: 1173.06 ms [2022-04-12 22:20:06 main:574] : INFO : Epoch 2037 | loss: 0.0311753 | val_loss: 0.0311862 | Time: 1246.82 ms [2022-04-12 22:20:07 main:574] : INFO : Epoch 2038 | loss: 0.0311746 | val_loss: 0.0311753 | Time: 1335.07 ms [2022-04-12 22:20:08 main:574] : INFO : Epoch 2039 | loss: 0.031173 | val_loss: 0.031178 | Time: 1221.51 ms [2022-04-12 22:20:10 main:574] : INFO : Epoch 2040 | loss: 0.0311732 | val_loss: 0.031175 | Time: 1239.13 ms [2022-04-12 22:20:11 main:574] : INFO : Epoch 2041 | loss: 0.0311719 | val_loss: 0.0311736 | Time: 1342.86 ms [2022-04-12 22:20:13 main:574] : INFO : Epoch 2042 | loss: 0.0311726 | val_loss: 0.031175 | Time: 1199.8 ms [2022-04-12 22:20:14 main:574] : INFO : Epoch 2043 | loss: 0.0311743 | val_loss: 0.0311759 | Time: 1214.73 ms [2022-04-12 22:20:15 main:574] : INFO : Epoch 2044 | loss: 0.0311737 | val_loss: 0.0311749 | Time: 1331.09 ms [2022-04-12 22:20:17 main:574] : INFO : Epoch 2045 | loss: 0.0311736 | val_loss: 0.0311738 | Time: 1220.58 ms [2022-04-12 22:20:18 main:574] : INFO : Epoch 2046 | loss: 0.0311722 | val_loss: 0.0311795 | Time: 1222.17 ms [2022-04-12 22:20:19 main:574] : INFO : Epoch 2047 | loss: 0.0311755 | val_loss: 0.0311759 | Time: 1328.6 ms [2022-04-12 22:20:21 main:574] : INFO : Epoch 2048 | loss: 0.0311744 | val_loss: 0.0311768 | Time: 1222.69 ms [2022-04-12 22:20:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311768 [2022-04-12 22:20:21 main:603] : INFO : Saving end state to config to file [2022-04-12 22:20:21 main:608] : INFO : Success, exiting.. 22:20:21 (3376): 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)