Task 14122681
| Name | ParityModified-1647040885-7396-2-0_1 |
| Workunit | 10781619 |
| Created | 31 Mar 2022, 5:11:09 UTC |
| Sent | 31 Mar 2022, 5:52:07 UTC |
| Report deadline | 8 Apr 2022, 5:52:07 UTC |
| Received | 1 Apr 2022, 4:01:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11005 |
| Run time | 40 min 41 sec |
| CPU time | 39 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,446.95 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> :51:25 main:574] : INFO : Epoch 1542 | loss: 0.0311868 | val_loss: 0.0311899 | Time: 1041.2 ms [2022-04-01 14:51:26 main:574] : INFO : Epoch 1543 | loss: 0.0311859 | val_loss: 0.0311906 | Time: 989.151 ms [2022-04-01 14:51:27 main:574] : INFO : Epoch 1544 | loss: 0.0311864 | val_loss: 0.0311901 | Time: 995.657 ms [2022-04-01 14:51:28 main:574] : INFO : Epoch 1545 | loss: 0.0311867 | val_loss: 0.0311891 | Time: 1014.33 ms [2022-04-01 14:51:29 main:574] : INFO : Epoch 1546 | loss: 0.0311875 | val_loss: 0.0311901 | Time: 1047.4 ms [2022-04-01 14:51:30 main:574] : INFO : Epoch 1547 | loss: 0.0311895 | val_loss: 0.0312002 | Time: 1171.84 ms [2022-04-01 14:51:31 main:574] : INFO : Epoch 1548 | loss: 0.0311924 | val_loss: 0.0311932 | Time: 994.425 ms [2022-04-01 14:51:32 main:574] : INFO : Epoch 1549 | loss: 0.031192 | val_loss: 0.0311929 | Time: 994.92 ms [2022-04-01 14:51:33 main:574] : INFO : Epoch 1550 | loss: 0.0311892 | val_loss: 0.0311899 | Time: 1059.64 ms [2022-04-01 14:51:34 main:574] : INFO : Epoch 1551 | loss: 0.0311873 | val_loss: 0.0311909 | Time: 1066.49 ms [2022-04-01 14:51:35 main:574] : INFO : Epoch 1552 | loss: 0.0311876 | val_loss: 0.0311922 | Time: 1002.6 ms [2022-04-01 14:51:36 main:574] : INFO : Epoch 1553 | loss: 0.0311889 | val_loss: 0.0311983 | Time: 1001.11 ms [2022-04-01 14:51:37 main:574] : INFO : Epoch 1554 | loss: 0.031188 | val_loss: 0.0311903 | Time: 999.903 ms [2022-04-01 14:51:38 main:574] : INFO : Epoch 1555 | loss: 0.0311867 | val_loss: 0.0311898 | Time: 1022.14 ms [2022-04-01 14:51:39 main:574] : INFO : Epoch 1556 | loss: 0.0311866 | val_loss: 0.0311922 | Time: 1015.98 ms [2022-04-01 14:51:40 main:574] : INFO : Epoch 1557 | loss: 0.0311884 | val_loss: 0.0311907 | Time: 993.516 ms [2022-04-01 14:51:41 main:574] : INFO : Epoch 1558 | loss: 0.0311872 | val_loss: 0.0311927 | Time: 1015.34 ms [2022-04-01 14:51:42 main:574] : INFO : Epoch 1559 | loss: 0.0311866 | val_loss: 0.0311905 | Time: 1013.24 ms [2022-04-01 14:51:43 main:574] : INFO : Epoch 1560 | loss: 0.0311861 | val_loss: 0.0311894 | Time: 1017.9 ms [2022-04-01 14:51:44 main:574] : INFO : Epoch 1561 | loss: 0.0311866 | val_loss: 0.0311898 | Time: 998.113 ms [2022-04-01 14:51:45 main:574] : INFO : Epoch 1562 | loss: 0.0311865 | val_loss: 0.0311896 | Time: 998.693 ms [2022-04-01 14:51:46 main:574] : INFO : Epoch 1563 | loss: 0.0311872 | val_loss: 0.0311895 | Time: 996.39 ms [2022-04-01 14:51:47 main:574] : INFO : Epoch 1564 | loss: 0.0311866 | val_loss: 0.0311905 | Time: 995.054 ms [2022-04-01 14:51:48 main:574] : INFO : Epoch 1565 | loss: 0.0311872 | val_loss: 0.0311892 | Time: 1045.66 ms [2022-04-01 14:51:49 main:574] : INFO : Epoch 1566 | loss: 0.031188 | val_loss: 0.0311902 | Time: 1097.27 ms [2022-04-01 14:51:50 main:574] : INFO : Epoch 1567 | loss: 0.03119 | val_loss: 0.0311926 | Time: 1124 ms [2022-04-01 14:51:52 main:574] : INFO : Epoch 1568 | loss: 0.031189 | val_loss: 0.0311911 | Time: 1102.58 ms [2022-04-01 14:51:53 main:574] : INFO : Epoch 1569 | loss: 0.0311884 | val_loss: 0.0311936 | Time: 1100.38 ms [2022-04-01 14:51:54 main:574] : INFO : Epoch 1570 | loss: 0.0311869 | val_loss: 0.0311902 | Time: 1058 ms [2022-04-01 14:51:55 main:574] : INFO : Epoch 1571 | loss: 0.0311869 | val_loss: 0.0311896 | Time: 1021.75 ms [2022-04-01 14:51:56 main:574] : INFO : Epoch 1572 | loss: 0.0311881 | val_loss: 0.0311911 | Time: 1011.86 ms [2022-04-01 14:51:57 main:574] : INFO : Epoch 1573 | loss: 0.0311868 | val_loss: 0.0311895 | Time: 1016.94 ms [2022-04-01 14:51:58 main:574] : INFO : Epoch 1574 | loss: 0.0311866 | val_loss: 0.0311894 | Time: 1027.75 ms [2022-04-01 14:51:59 main:574] : INFO : Epoch 1575 | loss: 0.0311872 | val_loss: 0.03119 | Time: 1015.71 ms [2022-04-01 14:52:00 main:574] : INFO : Epoch 1576 | loss: 0.0311878 | val_loss: 0.0311935 | Time: 1111.14 ms [2022-04-01 14:52:01 main:574] : INFO : Epoch 1577 | loss: 0.0311876 | val_loss: 0.0311895 | Time: 1128.7 ms [2022-04-01 14:52:02 main:574] : INFO : Epoch 1578 | loss: 0.0311869 | val_loss: 0.0311895 | Time: 1047.2 ms [2022-04-01 14:52:03 main:574] : INFO : Epoch 1579 | loss: 0.031187 | val_loss: 0.031194 | Time: 1215.16 ms [2022-04-01 14:52:05 main:574] : INFO : Epoch 1580 | loss: 0.0311877 | val_loss: 0.031191 | Time: 1365.25 ms [2022-04-01 14:52:06 main:574] : INFO : Epoch 1581 | loss: 0.0311893 | val_loss: 0.0311897 | Time: 1300.65 ms [2022-04-01 14:52:08 main:574] : INFO : Epoch 1582 | loss: 0.0311892 | val_loss: 0.0311924 | Time: 1544.55 ms [2022-04-01 14:52:09 main:574] : INFO : Epoch 1583 | loss: 0.0311876 | val_loss: 0.0311898 | Time: 1119.82 ms [2022-04-01 14:52:10 main:574] : INFO : Epoch 1584 | loss: 0.0311862 | val_loss: 0.0311891 | Time: 1355.45 ms [2022-04-01 14:52:11 main:574] : INFO : Epoch 1585 | loss: 0.0311879 | val_loss: 0.0311898 | Time: 1206.84 ms [2022-04-01 14:52:12 main:574] : INFO : Epoch 1586 | loss: 0.0311885 | val_loss: 0.031196 | Time: 1184.41 ms [2022-04-01 14:52:14 main:574] : INFO : Epoch 1587 | loss: 0.0311881 | val_loss: 0.0311899 | Time: 1322.42 ms [2022-04-01 14:52:15 main:574] : INFO : Epoch 1588 | loss: 0.0311869 | val_loss: 0.0311902 | Time: 1286.77 ms [2022-04-01 14:52:16 main:574] : INFO : Epoch 1589 | loss: 0.0311868 | val_loss: 0.0311893 | Time: 1395.36 ms [2022-04-01 14:52:18 main:574] : INFO : Epoch 1590 | loss: 0.03119 | val_loss: 0.0311941 | Time: 1115.18 ms [2022-04-01 14:52:19 main:574] : INFO : Epoch 1591 | loss: 0.0311898 | val_loss: 0.0311891 | Time: 1299.49 ms [2022-04-01 14:52:20 main:574] : INFO : Epoch 1592 | loss: 0.0311888 | val_loss: 0.031197 | Time: 1536.56 ms [2022-04-01 14:52:21 main:574] : INFO : Epoch 1593 | loss: 0.0311881 | val_loss: 0.0311902 | Time: 1071.09 ms [2022-04-01 14:52:23 main:574] : INFO : Epoch 1594 | loss: 0.0311869 | val_loss: 0.0311892 | Time: 1792.83 ms [2022-04-01 14:52:25 main:574] : INFO : Epoch 1595 | loss: 0.0311867 | val_loss: 0.0311905 | Time: 1241.54 ms [2022-04-01 14:52:26 main:574] : INFO : Epoch 1596 | loss: 0.0311866 | val_loss: 0.03119 | Time: 1289.77 ms [2022-04-01 14:52:28 main:574] : INFO : Epoch 1597 | loss: 0.031188 | val_loss: 0.031193 | Time: 1795.2 ms [2022-04-01 14:52:29 main:574] : INFO : Epoch 1598 | loss: 0.0311873 | val_loss: 0.0311898 | Time: 1130.11 ms [2022-04-01 14:52:30 main:574] : INFO : Epoch 1599 | loss: 0.0311869 | val_loss: 0.0311896 | Time: 1007.29 ms [2022-04-01 14:52:31 main:574] : INFO : Epoch 1600 | loss: 0.0311899 | val_loss: 0.031197 | Time: 1000.29 ms [2022-04-01 14:52:32 main:574] : INFO : Epoch 1601 | loss: 0.0311912 | val_loss: 0.0311908 | Time: 993.548 ms [2022-04-01 14:52:33 main:574] : INFO : Epoch 1602 | loss: 0.0311889 | val_loss: 0.0311907 | Time: 1053.1 ms [2022-04-01 14:52:34 main:574] : INFO : Epoch 1603 | loss: 0.0311879 | val_loss: 0.0311897 | Time: 1069.88 ms [2022-04-01 14:52:35 main:574] : INFO : Epoch 1604 | loss: 0.0311874 | val_loss: 0.0311912 | Time: 1014.17 ms [2022-04-01 14:52:36 main:574] : INFO : Epoch 1605 | loss: 0.0311899 | val_loss: 0.0311911 | Time: 1000.77 ms [2022-04-01 14:52:37 main:574] : INFO : Epoch 1606 | loss: 0.0311869 | val_loss: 0.0311891 | Time: 1002.24 ms [2022-04-01 14:52:38 main:574] : INFO : Epoch 1607 | loss: 0.0311875 | val_loss: 0.0311907 | Time: 1023.29 ms [2022-04-01 14:52:39 main:574] : INFO : Epoch 1608 | loss: 0.0311866 | val_loss: 0.0311899 | Time: 1020.2 ms [2022-04-01 14:52:40 main:574] : INFO : Epoch 1609 | loss: 0.0311878 | val_loss: 0.0311928 | Time: 1006.76 ms [2022-04-01 14:52:41 main:574] : INFO : Epoch 1610 | loss: 0.031188 | val_loss: 0.03119 | Time: 1003.79 ms [2022-04-01 14:52:42 main:574] : INFO : Epoch 1611 | loss: 0.0311874 | val_loss: 0.0311895 | Time: 996.561 ms [2022-04-01 14:52:43 main:574] : INFO : Epoch 1612 | loss: 0.0311871 | val_loss: 0.0311904 | Time: 988.987 ms [2022-04-01 14:52:44 main:574] : INFO : Epoch 1613 | loss: 0.0311865 | val_loss: 0.0311892 | Time: 999.013 ms [2022-04-01 14:52:45 main:574] : INFO : Epoch 1614 | loss: 0.0311878 | val_loss: 0.0311918 | Time: 1008.86 ms [2022-04-01 14:52:46 main:574] : INFO : Epoch 1615 | loss: 0.031192 | val_loss: 0.0311984 | Time: 996.725 ms [2022-04-01 14:52:47 main:574] : INFO : Epoch 1616 | loss: 0.0311892 | val_loss: 0.0311917 | Time: 1018.13 ms [2022-04-01 14:52:48 main:574] : INFO : Epoch 1617 | loss: 0.0311881 | val_loss: 0.0311921 | Time: 1078.99 ms [2022-04-01 14:52:49 main:574] : INFO : Epoch 1618 | loss: 0.0311872 | val_loss: 0.0311895 | Time: 1095.78 ms [2022-04-01 14:52:50 main:574] : INFO : Epoch 1619 | loss: 0.0311866 | val_loss: 0.0311905 | Time: 1066.08 ms [2022-04-01 14:52:51 main:574] : INFO : Epoch 1620 | loss: 0.0311873 | val_loss: 0.0311895 | Time: 1144.55 ms [2022-04-01 14:52:52 main:574] : INFO : Epoch 1621 | loss: 0.0311861 | val_loss: 0.03119 | Time: 1083.77 ms [2022-04-01 14:52:54 main:574] : INFO : Epoch 1622 | loss: 0.0311874 | val_loss: 0.0311898 | Time: 1077.54 ms [2022-04-01 14:52:55 main:574] : INFO : Epoch 1623 | loss: 0.0311896 | val_loss: 0.0311924 | Time: 1047.65 ms [2022-04-01 14:52:56 main:574] : INFO : Epoch 1624 | loss: 0.0311901 | val_loss: 0.0311996 | Time: 995.214 ms [2022-04-01 14:52:57 main:574] : INFO : Epoch 1625 | loss: 0.0311905 | val_loss: 0.031189 | Time: 999.513 ms [2022-04-01 14:52:58 main:574] : INFO : Epoch 1626 | loss: 0.0311869 | val_loss: 0.0311904 | Time: 998.33 ms [2022-04-01 14:52:59 main:574] : INFO : Epoch 1627 | loss: 0.0311885 | val_loss: 0.03119 | Time: 1027.43 ms [2022-04-01 14:53:00 main:574] : INFO : Epoch 1628 | loss: 0.0311865 | val_loss: 0.0311906 | Time: 1014.12 ms [2022-04-01 14:53:01 main:574] : INFO : Epoch 1629 | loss: 0.0311867 | val_loss: 0.0311898 | Time: 1000.55 ms [2022-04-01 14:53:02 main:574] : INFO : Epoch 1630 | loss: 0.0311863 | val_loss: 0.0311906 | Time: 1011.83 ms [2022-04-01 14:53:03 main:574] : INFO : Epoch 1631 | loss: 0.031187 | val_loss: 0.0311903 | Time: 1007.51 ms [2022-04-01 14:53:04 main:574] : INFO : Epoch 1632 | loss: 0.0311901 | val_loss: 0.0311926 | Time: 994.362 ms [2022-04-01 14:53:05 main:574] : INFO : Epoch 1633 | loss: 0.0311872 | val_loss: 0.0311894 | Time: 1008.71 ms [2022-04-01 14:53:06 main:574] : INFO : Epoch 1634 | loss: 0.0311863 | val_loss: 0.0311906 | Time: 996.501 ms [2022-04-01 14:53:07 main:574] : INFO : Epoch 1635 | loss: 0.0311869 | val_loss: 0.0311894 | Time: 1066.33 ms [2022-04-01 14:53:08 main:574] : INFO : Epoch 1636 | loss: 0.0311877 | val_loss: 0.0311967 | Time: 1017.24 ms [2022-04-01 14:53:09 main:574] : INFO : Epoch 1637 | loss: 0.0311891 | val_loss: 0.0311904 | Time: 1010.03 ms [2022-04-01 14:53:10 main:574] : INFO : Epoch 1638 | loss: 0.0311869 | val_loss: 0.0311932 | Time: 1005.1 ms [2022-04-01 14:53:11 main:574] : INFO : Epoch 1639 | loss: 0.0311875 | val_loss: 0.0311891 | Time: 1012.61 ms [2022-04-01 14:53:12 main:574] : INFO : Epoch 1640 | loss: 0.0311864 | val_loss: 0.0311904 | Time: 1006.35 ms [2022-04-01 14:53:13 main:574] : INFO : Epoch 1641 | loss: 0.0311868 | val_loss: 0.0311897 | Time: 1120.5 ms [2022-04-01 14:53:14 main:574] : INFO : Epoch 1642 | loss: 0.0311872 | val_loss: 0.031189 | Time: 1040.18 ms [2022-04-01 14:53:15 main:574] : INFO : Epoch 1643 | loss: 0.0311875 | val_loss: 0.0311929 | Time: 1006.3 ms [2022-04-01 14:53:16 main:574] : INFO : Epoch 1644 | loss: 0.03119 | val_loss: 0.0311898 | Time: 1022.39 ms [2022-04-01 14:53:17 main:574] : INFO : Epoch 1645 | loss: 0.0311892 | val_loss: 0.0311889 | Time: 1055.4 ms [2022-04-01 14:53:18 main:574] : INFO : Epoch 1646 | loss: 0.0311871 | val_loss: 0.0311904 | Time: 1327.19 ms [2022-04-01 14:53:19 main:574] : INFO : Epoch 1647 | loss: 0.0311866 | val_loss: 0.0311899 | Time: 1063.76 ms [2022-04-01 14:53:21 main:574] : INFO : Epoch 1648 | loss: 0.0311887 | val_loss: 0.0311959 | Time: 1192.76 ms [2022-04-01 14:53:22 main:574] : INFO : Epoch 1649 | loss: 0.0311888 | val_loss: 0.0311923 | Time: 1224.69 ms [2022-04-01 14:53:23 main:574] : INFO : Epoch 1650 | loss: 0.0311865 | val_loss: 0.0311892 | Time: 1164.18 ms [2022-04-01 14:53:24 main:574] : INFO : Epoch 1651 | loss: 0.0311871 | val_loss: 0.0311919 | Time: 1165.99 ms [2022-04-01 14:53:25 main:574] : INFO : Epoch 1652 | loss: 0.0311867 | val_loss: 0.0311892 | Time: 1090.91 ms [2022-04-01 14:53:27 main:574] : INFO : Epoch 1653 | loss: 0.0311886 | val_loss: 0.0311892 | Time: 1167.09 ms [2022-04-01 14:53:28 main:574] : INFO : Epoch 1654 | loss: 0.0311868 | val_loss: 0.0311933 | Time: 1012.91 ms [2022-04-01 14:53:29 main:574] : INFO : Epoch 1655 | loss: 0.0311891 | val_loss: 0.0311901 | Time: 1017.88 ms [2022-04-01 14:53:30 main:574] : INFO : Epoch 1656 | loss: 0.0311873 | val_loss: 0.0311894 | Time: 1012.15 ms [2022-04-01 14:53:31 main:574] : INFO : Epoch 1657 | loss: 0.0311867 | val_loss: 0.0311906 | Time: 1036.06 ms [2022-04-01 14:53:32 main:574] : INFO : Epoch 1658 | loss: 0.0311863 | val_loss: 0.0311929 | Time: 1020.09 ms [2022-04-01 14:53:33 main:574] : INFO : Epoch 1659 | loss: 0.0311872 | val_loss: 0.0311908 | Time: 1118.13 ms [2022-04-01 14:53:34 main:574] : INFO : Epoch 1660 | loss: 0.0311881 | val_loss: 0.0311888 | Time: 1180.85 ms [2022-04-01 14:53:35 main:574] : INFO : Epoch 1661 | loss: 0.0311873 | val_loss: 0.031189 | Time: 992.69 ms [2022-04-01 14:53:36 main:574] : INFO : Epoch 1662 | loss: 0.0311866 | val_loss: 0.0311923 | Time: 1014.23 ms [2022-04-01 14:53:37 main:574] : INFO : Epoch 1663 | loss: 0.0311882 | val_loss: 0.0311951 | Time: 1001.06 ms [2022-04-01 14:53:38 main:574] : INFO : Epoch 1664 | loss: 0.0311877 | val_loss: 0.0311912 | Time: 1113.8 ms [2022-04-01 14:53:39 main:574] : INFO : Epoch 1665 | loss: 0.0311886 | val_loss: 0.0311891 | Time: 1032.68 ms [2022-04-01 14:53:40 main:574] : INFO : Epoch 1666 | loss: 0.0311874 | val_loss: 0.0311916 | Time: 1011.77 ms [2022-04-01 14:53:41 main:574] : INFO : Epoch 1667 | loss: 0.0311873 | val_loss: 0.0311895 | Time: 1006.84 ms [2022-04-01 14:53:42 main:574] : INFO : Epoch 1668 | loss: 0.0311893 | val_loss: 0.0311905 | Time: 997.593 ms [2022-04-01 14:53:43 main:574] : INFO : Epoch 1669 | loss: 0.0311935 | val_loss: 0.0311945 | Time: 992.036 ms [2022-04-01 14:53:44 main:574] : INFO : Epoch 1670 | loss: 0.0311889 | val_loss: 0.0311952 | Time: 993.908 ms [2022-04-01 14:53:45 main:574] : INFO : Epoch 1671 | loss: 0.0311872 | val_loss: 0.0311916 | Time: 1008.32 ms [2022-04-01 14:53:46 main:574] : INFO : Epoch 1672 | loss: 0.0311862 | val_loss: 0.0311891 | Time: 1022.53 ms [2022-04-01 14:53:47 main:574] : INFO : Epoch 1673 | loss: 0.0311886 | val_loss: 0.0311951 | Time: 1008.17 ms [2022-04-01 14:53:48 main:574] : INFO : Epoch 1674 | loss: 0.0311905 | val_loss: 0.0311914 | Time: 1009.92 ms [2022-04-01 14:53:49 main:574] : INFO : Epoch 1675 | loss: 0.0311898 | val_loss: 0.0311891 | Time: 1069.42 ms [2022-04-01 14:53:50 main:574] : INFO : Epoch 1676 | loss: 0.0311897 | val_loss: 0.0311902 | Time: 1158.11 ms [2022-04-01 14:53:52 main:574] : INFO : Epoch 1677 | loss: 0.0311868 | val_loss: 0.0311898 | Time: 1098.14 ms [2022-04-01 14:53:53 main:574] : INFO : Epoch 1678 | loss: 0.0311871 | val_loss: 0.0311891 | Time: 1075.72 ms [2022-04-01 14:53:54 main:574] : INFO : Epoch 1679 | loss: 0.0311871 | val_loss: 0.0311924 | Time: 1116.35 ms [2022-04-01 14:53:55 main:574] : INFO : Epoch 1680 | loss: 0.0311865 | val_loss: 0.0311929 | Time: 1168.89 ms [2022-04-01 14:53:56 main:574] : INFO : Epoch 1681 | loss: 0.0311863 | val_loss: 0.0311896 | Time: 1105.51 ms [2022-04-01 14:53:57 main:574] : INFO : Epoch 1682 | loss: 0.0311903 | val_loss: 0.0311896 | Time: 1269.53 ms [2022-04-01 14:53:59 main:574] : INFO : Epoch 1683 | loss: 0.0311872 | val_loss: 0.0311893 | Time: 1330.66 ms [2022-04-01 14:54:00 main:574] : INFO : Epoch 1684 | loss: 0.0311864 | val_loss: 0.0311895 | Time: 1017.56 ms [2022-04-01 14:54:01 main:574] : INFO : Epoch 1685 | loss: 0.031188 | val_loss: 0.0311894 | Time: 1012.26 ms [2022-04-01 14:54:02 main:574] : INFO : Epoch 1686 | loss: 0.0311875 | val_loss: 0.0311911 | Time: 1016.94 ms [2022-04-01 14:54:03 main:574] : INFO : Epoch 1687 | loss: 0.0311868 | val_loss: 0.0311904 | Time: 1000.56 ms [2022-04-01 14:54:04 main:574] : INFO : Epoch 1688 | loss: 0.0311881 | val_loss: 0.0311889 | Time: 990.62 ms [2022-04-01 14:54:05 main:574] : INFO : Epoch 1689 | loss: 0.0311869 | val_loss: 0.0311913 | Time: 1003.85 ms [2022-04-01 14:54:06 main:574] : INFO : Epoch 1690 | loss: 0.0311868 | val_loss: 0.0311901 | Time: 1006.7 ms [2022-04-01 14:54:07 main:574] : INFO : Epoch 1691 | loss: 0.0311868 | val_loss: 0.0311942 | Time: 1010.52 ms [2022-04-01 14:54:08 main:574] : INFO : Epoch 1692 | loss: 0.0311868 | val_loss: 0.0311893 | Time: 1005.5 ms [2022-04-01 14:54:09 main:574] : INFO : Epoch 1693 | loss: 0.0311872 | val_loss: 0.0311922 | Time: 1030.11 ms [2022-04-01 14:54:10 main:574] : INFO : Epoch 1694 | loss: 0.0311862 | val_loss: 0.0311902 | Time: 1022.78 ms [2022-04-01 14:54:11 main:574] : INFO : Epoch 1695 | loss: 0.031186 | val_loss: 0.0311905 | Time: 1079.1 ms [2022-04-01 14:54:12 main:574] : INFO : Epoch 1696 | loss: 0.0311893 | val_loss: 0.031195 | Time: 1092.4 ms [2022-04-01 14:54:13 main:574] : INFO : Epoch 1697 | loss: 0.031188 | val_loss: 0.0311901 | Time: 1054 ms [2022-04-01 14:54:14 main:574] : INFO : Epoch 1698 | loss: 0.0311872 | val_loss: 0.0311936 | Time: 1426.82 ms [2022-04-01 14:54:15 main:574] : INFO : Epoch 1699 | loss: 0.0311875 | val_loss: 0.031189 | Time: 995.684 ms [2022-04-01 14:54:16 main:574] : INFO : Epoch 1700 | loss: 0.0311862 | val_loss: 0.0311893 | Time: 994.559 ms [2022-04-01 14:54:17 main:574] : INFO : Epoch 1701 | loss: 0.0311863 | val_loss: 0.0311905 | Time: 1000.45 ms [2022-04-01 14:54:19 main:574] : INFO : Epoch 1702 | loss: 0.031188 | val_loss: 0.0311901 | Time: 1083.61 ms [2022-04-01 14:54:20 main:574] : INFO : Epoch 1703 | loss: 0.0311889 | val_loss: 0.0311938 | Time: 1426.16 ms [2022-04-01 14:54:21 main:574] : INFO : Epoch 1704 | loss: 0.031189 | val_loss: 0.0311912 | Time: 1185.64 ms [2022-04-01 14:54:22 main:574] : INFO : Epoch 1705 | loss: 0.0311866 | val_loss: 0.0311896 | Time: 1002.3 ms [2022-04-01 14:54:23 main:574] : INFO : Epoch 1706 | loss: 0.0311865 | val_loss: 0.0311892 | Time: 994.87 ms [2022-04-01 14:54:24 main:574] : INFO : Epoch 1707 | loss: 0.0311871 | val_loss: 0.0311902 | Time: 1011.76 ms [2022-04-01 14:54:25 main:574] : INFO : Epoch 1708 | loss: 0.0311866 | val_loss: 0.0311891 | Time: 994.914 ms [2022-04-01 14:54:26 main:574] : INFO : Epoch 1709 | loss: 0.0311883 | val_loss: 0.0311912 | Time: 1000.11 ms [2022-04-01 14:54:27 main:574] : INFO : Epoch 1710 | loss: 0.0311875 | val_loss: 0.0311897 | Time: 1017.95 ms [2022-04-01 14:54:28 main:574] : INFO : Epoch 1711 | loss: 0.0311863 | val_loss: 0.0311889 | Time: 1000.98 ms [2022-04-01 14:54:29 main:574] : INFO : Epoch 1712 | loss: 0.031187 | val_loss: 0.0311906 | Time: 1004.73 ms [2022-04-01 14:54:30 main:574] : INFO : Epoch 1713 | loss: 0.0311858 | val_loss: 0.0311891 | Time: 1014.64 ms [2022-04-01 14:54:31 main:574] : INFO : Epoch 1714 | loss: 0.0311861 | val_loss: 0.0311892 | Time: 1026.78 ms [2022-04-01 14:54:32 main:574] : INFO : Epoch 1715 | loss: 0.0311865 | val_loss: 0.0311895 | Time: 1001.4 ms [2022-04-01 14:54:33 main:574] : INFO : Epoch 1716 | loss: 0.0311872 | val_loss: 0.0311893 | Time: 1127.52 ms [2022-04-01 14:54:34 main:574] : INFO : Epoch 1717 | loss: 0.0311861 | val_loss: 0.0311897 | Time: 1002.86 ms [2022-04-01 14:54:35 main:574] : INFO : Epoch 1718 | loss: 0.0311861 | val_loss: 0.0311904 | Time: 1003.32 ms [2022-04-01 14:54:36 main:574] : INFO : Epoch 1719 | loss: 0.0311868 | val_loss: 0.0311891 | Time: 1009.34 ms [2022-04-01 14:54:37 main:574] : INFO : Epoch 1720 | loss: 0.0311876 | val_loss: 0.0311906 | Time: 994.893 ms [2022-04-01 14:54:38 main:574] : INFO : Epoch 1721 | loss: 0.0311865 | val_loss: 0.0311902 | Time: 1051.16 ms [2022-04-01 14:54:39 main:574] : INFO : Epoch 1722 | loss: 0.0311872 | val_loss: 0.0311889 | Time: 1030.44 ms [2022-04-01 14:54:40 main:574] : INFO : Epoch 1723 | loss: 0.0311862 | val_loss: 0.0311891 | Time: 1023.02 ms [2022-04-01 14:54:42 main:574] : INFO : Epoch 1724 | loss: 0.0311867 | val_loss: 0.0311901 | Time: 1008.32 ms [2022-04-01 14:54:43 main:574] : INFO : Epoch 1725 | loss: 0.0311864 | val_loss: 0.0311913 | Time: 1064.8 ms [2022-04-01 14:54:44 main:574] : INFO : Epoch 1726 | loss: 0.031187 | val_loss: 0.0311902 | Time: 1281.85 ms [2022-04-01 14:54:45 main:574] : INFO : Epoch 1727 | loss: 0.0311868 | val_loss: 0.0311891 | Time: 1067.83 ms [2022-04-01 14:54:46 main:574] : INFO : Epoch 1728 | loss: 0.0311862 | val_loss: 0.0311917 | Time: 1092.33 ms [2022-04-01 14:54:47 main:574] : INFO : Epoch 1729 | loss: 0.031186 | val_loss: 0.0311902 | Time: 1129.86 ms [2022-04-01 14:54:48 main:574] : INFO : Epoch 1730 | loss: 0.0311865 | val_loss: 0.031189 | Time: 1024.88 ms [2022-04-01 14:54:49 main:574] : INFO : Epoch 1731 | loss: 0.0311868 | val_loss: 0.0311924 | Time: 1074.83 ms [2022-04-01 14:54:50 main:574] : INFO : Epoch 1732 | loss: 0.0311863 | val_loss: 0.0311917 | Time: 1105.09 ms [2022-04-01 14:54:51 main:574] : INFO : Epoch 1733 | loss: 0.0311882 | val_loss: 0.0311919 | Time: 1092.07 ms [2022-04-01 14:54:53 main:574] : INFO : Epoch 1734 | loss: 0.0311898 | val_loss: 0.0311903 | Time: 1134.74 ms [2022-04-01 14:54:54 main:574] : INFO : Epoch 1735 | loss: 0.0311862 | val_loss: 0.0311911 | Time: 1090.63 ms [2022-04-01 14:54:55 main:574] : INFO : Epoch 1736 | loss: 0.0311915 | val_loss: 0.03119 | Time: 1011.42 ms [2022-04-01 14:54:56 main:574] : INFO : Epoch 1737 | loss: 0.0311874 | val_loss: 0.0311951 | Time: 1020.39 ms [2022-04-01 14:54:57 main:574] : INFO : Epoch 1738 | loss: 0.0311876 | val_loss: 0.0311897 | Time: 1002.41 ms [2022-04-01 14:54:58 main:574] : INFO : Epoch 1739 | loss: 0.0311867 | val_loss: 0.0311898 | Time: 991.928 ms [2022-04-01 14:54:59 main:574] : INFO : Epoch 1740 | loss: 0.0311872 | val_loss: 0.0311892 | Time: 1013.79 ms [2022-04-01 14:55:00 main:574] : INFO : Epoch 1741 | loss: 0.0311863 | val_loss: 0.0311891 | Time: 996.526 ms [2022-04-01 14:55:01 main:574] : INFO : Epoch 1742 | loss: 0.0311873 | val_loss: 0.0311895 | Time: 1000.65 ms [2022-04-01 14:55:02 main:574] : INFO : Epoch 1743 | loss: 0.0311858 | val_loss: 0.0311897 | Time: 993.052 ms [2022-04-01 14:55:03 main:574] : INFO : Epoch 1744 | loss: 0.0311892 | val_loss: 0.0311916 | Time: 1095.47 ms [2022-04-01 14:55:04 main:574] : INFO : Epoch 1745 | loss: 0.0311877 | val_loss: 0.0311901 | Time: 1374.11 ms [2022-04-01 14:55:06 main:574] : INFO : Epoch 1746 | loss: 0.0311863 | val_loss: 0.0311893 | Time: 1546.98 ms [2022-04-01 14:55:07 main:574] : INFO : Epoch 1747 | loss: 0.0311874 | val_loss: 0.0312 | Time: 1555.62 ms [2022-04-01 14:55:08 main:574] : INFO : Epoch 1748 | loss: 0.0311926 | val_loss: 0.0312 | Time: 1017.33 ms [2022-04-01 14:55:09 main:574] : INFO : Epoch 1749 | loss: 0.0311948 | val_loss: 0.0311948 | Time: 986.333 ms [2022-04-01 14:55:10 main:574] : INFO : Epoch 1750 | loss: 0.031192 | val_loss: 0.0311931 | Time: 1000.52 ms [2022-04-01 14:55:12 main:574] : INFO : Epoch 1751 | loss: 0.0311875 | val_loss: 0.0311895 | Time: 1178.46 ms [2022-04-01 14:55:13 main:574] : INFO : Epoch 1752 | loss: 0.0311909 | val_loss: 0.0311946 | Time: 1354.85 ms [2022-04-01 14:55:14 main:574] : INFO : Epoch 1753 | loss: 0.0311893 | val_loss: 0.0311928 | Time: 1078.48 ms [2022-04-01 14:55:16 main:574] : INFO : Epoch 1754 | loss: 0.0311896 | val_loss: 0.0311972 | Time: 1598.98 ms [2022-04-01 14:55:17 main:574] : INFO : Epoch 1755 | loss: 0.0311901 | val_loss: 0.0311938 | Time: 1197.75 ms [2022-04-01 14:55:18 main:574] : INFO : Epoch 1756 | loss: 0.031188 | val_loss: 0.0311914 | Time: 1022.27 ms [2022-04-01 14:55:19 main:574] : INFO : Epoch 1757 | loss: 0.031189 | val_loss: 0.0311923 | Time: 1006.66 ms [2022-04-01 14:55:20 main:574] : INFO : Epoch 1758 | loss: 0.0311891 | val_loss: 0.0311905 | Time: 999.395 ms [2022-04-01 14:55:21 main:574] : INFO : Epoch 1759 | loss: 0.0311873 | val_loss: 0.0311921 | Time: 1009.96 ms [2022-04-01 14:55:22 main:574] : INFO : Epoch 1760 | loss: 0.0311899 | val_loss: 0.0312029 | Time: 999.247 ms [2022-04-01 14:55:23 main:574] : INFO : Epoch 1761 | loss: 0.0311897 | val_loss: 0.0311897 | Time: 1020.95 ms [2022-04-01 14:55:24 main:574] : INFO : Epoch 1762 | loss: 0.0311865 | val_loss: 0.031189 | Time: 995.818 ms [2022-04-01 14:55:25 main:574] : INFO : Epoch 1763 | loss: 0.0311885 | val_loss: 0.0311898 | Time: 996.051 ms [2022-04-01 14:55:26 main:574] : INFO : Epoch 1764 | loss: 0.0311884 | val_loss: 0.0311889 | Time: 986.729 ms [2022-04-01 14:55:27 main:574] : INFO : Epoch 1765 | loss: 0.0311872 | val_loss: 0.0311898 | Time: 993.546 ms [2022-04-01 14:55:28 main:574] : INFO : Epoch 1766 | loss: 0.0311886 | val_loss: 0.0311892 | Time: 1002.9 ms [2022-04-01 14:55:29 main:574] : INFO : Epoch 1767 | loss: 0.0311876 | val_loss: 0.0311892 | Time: 1007.46 ms [2022-04-01 14:55:30 main:574] : INFO : Epoch 1768 | loss: 0.0311864 | val_loss: 0.0311902 | Time: 1010.81 ms [2022-04-01 14:55:31 main:574] : INFO : Epoch 1769 | loss: 0.0311868 | val_loss: 0.0311898 | Time: 1000.17 ms [2022-04-01 14:55:32 main:574] : INFO : Epoch 1770 | loss: 0.0311868 | val_loss: 0.0311889 | Time: 1005.8 ms [2022-04-01 14:55:33 main:574] : INFO : Epoch 1771 | loss: 0.0311861 | val_loss: 0.0311897 | Time: 1109.71 ms [2022-04-01 14:55:34 main:574] : INFO : Epoch 1772 | loss: 0.0311864 | val_loss: 0.0311911 | Time: 1000.99 ms [2022-04-01 14:55:35 main:574] : INFO : Epoch 1773 | loss: 0.0311859 | val_loss: 0.0311924 | Time: 1136.87 ms [2022-04-01 14:55:36 main:574] : INFO : Epoch 1774 | loss: 0.0311882 | val_loss: 0.0311891 | Time: 1313.45 ms [2022-04-01 14:55:37 main:574] : INFO : Epoch 1775 | loss: 0.0311866 | val_loss: 0.0311895 | Time: 993.728 ms [2022-04-01 14:55:38 main:574] : INFO : Epoch 1776 | loss: 0.0311872 | val_loss: 0.0311895 | Time: 1030.29 ms [2022-04-01 14:55:40 main:574] : INFO : Epoch 1777 | loss: 0.0311862 | val_loss: 0.0311899 | Time: 1027.73 ms [2022-04-01 14:55:41 main:574] : INFO : Epoch 1778 | loss: 0.0311872 | val_loss: 0.0311904 | Time: 990.855 ms [2022-04-01 14:55:42 main:574] : INFO : Epoch 1779 | loss: 0.031187 | val_loss: 0.0311892 | Time: 1022.33 ms [2022-04-01 14:55:43 main:574] : INFO : Epoch 1780 | loss: 0.0311864 | val_loss: 0.031189 | Time: 1001.99 ms [2022-04-01 14:55:44 main:574] : INFO : Epoch 1781 | loss: 0.0311867 | val_loss: 0.0311935 | Time: 999.267 ms [2022-04-01 14:55:45 main:574] : INFO : Epoch 1782 | loss: 0.0311868 | val_loss: 0.031189 | Time: 1013.19 ms [2022-04-01 14:55:46 main:574] : INFO : Epoch 1783 | loss: 0.0311858 | val_loss: 0.0311891 | Time: 1016.1 ms [2022-04-01 14:55:47 main:574] : INFO : Epoch 1784 | loss: 0.0311871 | val_loss: 0.0311892 | Time: 998.318 ms [2022-04-01 14:55:48 main:574] : INFO : Epoch 1785 | loss: 0.0311872 | val_loss: 0.0311915 | Time: 994 ms [2022-04-01 14:55:49 main:574] : INFO : Epoch 1786 | loss: 0.0311869 | val_loss: 0.0311891 | Time: 1018.47 ms [2022-04-01 14:55:50 main:574] : INFO : Epoch 1787 | loss: 0.0311875 | val_loss: 0.0311903 | Time: 1058.33 ms [2022-04-01 14:55:51 main:574] : INFO : Epoch 1788 | loss: 0.0311865 | val_loss: 0.0311913 | Time: 1149.68 ms [2022-04-01 14:55:52 main:574] : INFO : Epoch 1789 | loss: 0.0311873 | val_loss: 0.0311914 | Time: 1136.66 ms [2022-04-01 14:55:53 main:574] : INFO : Epoch 1790 | loss: 0.031187 | val_loss: 0.0311914 | Time: 1171.3 ms [2022-04-01 14:55:54 main:574] : INFO : Epoch 1791 | loss: 0.031189 | val_loss: 0.03119 | Time: 1090.59 ms [2022-04-01 14:55:55 main:574] : INFO : Epoch 1792 | loss: 0.0311867 | val_loss: 0.0311895 | Time: 1214.45 ms [2022-04-01 14:55:57 main:574] : INFO : Epoch 1793 | loss: 0.0311868 | val_loss: 0.0311893 | Time: 1186.36 ms [2022-04-01 14:55:58 main:574] : INFO : Epoch 1794 | loss: 0.0311872 | val_loss: 0.0311901 | Time: 1135.8 ms [2022-04-01 14:55:59 main:574] : INFO : Epoch 1795 | loss: 0.0311865 | val_loss: 0.0311891 | Time: 1356.55 ms [2022-04-01 14:56:00 main:574] : INFO : Epoch 1796 | loss: 0.0311883 | val_loss: 0.0311895 | Time: 1063.96 ms [2022-04-01 14:56:01 main:574] : INFO : Epoch 1797 | loss: 0.0311907 | val_loss: 0.0311903 | Time: 1213.58 ms [2022-04-01 14:56:03 main:574] : INFO : Epoch 1798 | loss: 0.031189 | val_loss: 0.0312004 | Time: 1344.59 ms [2022-04-01 14:56:04 main:574] : INFO : Epoch 1799 | loss: 0.0311884 | val_loss: 0.0311918 | Time: 1478.05 ms [2022-04-01 14:56:06 main:574] : INFO : Epoch 1800 | loss: 0.0311867 | val_loss: 0.0311903 | Time: 1528.97 ms [2022-04-01 14:56:07 main:574] : INFO : Epoch 1801 | loss: 0.0311876 | val_loss: 0.0311892 | Time: 1433.07 ms [2022-04-01 14:56:08 main:574] : INFO : Epoch 1802 | loss: 0.0311861 | val_loss: 0.0311901 | Time: 1034.27 ms [2022-04-01 14:56:09 main:574] : INFO : Epoch 1803 | loss: 0.0311881 | val_loss: 0.0311977 | Time: 1066.38 ms [2022-04-01 14:56:10 main:574] : INFO : Epoch 1804 | loss: 0.0311899 | val_loss: 0.031189 | Time: 1044.38 ms [2022-04-01 14:56:11 main:574] : INFO : Epoch 1805 | loss: 0.0311864 | val_loss: 0.0311908 | Time: 987.997 ms [2022-04-01 14:56:12 main:574] : INFO : Epoch 1806 | loss: 0.0311864 | val_loss: 0.0311918 | Time: 1012.42 ms [2022-04-01 14:56:13 main:574] : INFO : Epoch 1807 | loss: 0.0311864 | val_loss: 0.0311909 | Time: 1062.24 ms [2022-04-01 14:56:15 main:574] : INFO : Epoch 1808 | loss: 0.0311875 | val_loss: 0.0311911 | Time: 1434.82 ms [2022-04-01 14:56:17 main:574] : INFO : Epoch 1809 | loss: 0.0311885 | val_loss: 0.0311898 | Time: 1793.12 ms [2022-04-01 14:56:18 main:574] : INFO : Epoch 1810 | loss: 0.0311868 | val_loss: 0.0311894 | Time: 1292.93 ms [2022-04-01 14:56:19 main:574] : INFO : Epoch 1811 | loss: 0.0311864 | val_loss: 0.0311889 | Time: 1391.05 ms [2022-04-01 14:56:21 main:574] : INFO : Epoch 1812 | loss: 0.0311895 | val_loss: 0.0311921 | Time: 1855.33 ms [2022-04-01 14:56:23 main:574] : INFO : Epoch 1813 | loss: 0.031187 | val_loss: 0.0311894 | Time: 1645.43 ms [2022-04-01 14:56:24 main:574] : INFO : Epoch 1814 | loss: 0.0311861 | val_loss: 0.0311889 | Time: 1183.9 ms [2022-04-01 14:56:26 main:574] : INFO : Epoch 1815 | loss: 0.0311867 | val_loss: 0.0311895 | Time: 1474.64 ms [2022-04-01 14:56:27 main:574] : INFO : Epoch 1816 | loss: 0.0311864 | val_loss: 0.0311893 | Time: 1387.42 ms [2022-04-01 14:56:28 main:574] : INFO : Epoch 1817 | loss: 0.0311861 | val_loss: 0.031189 | Time: 1367.78 ms [2022-04-01 14:56:29 main:574] : INFO : Epoch 1818 | loss: 0.0311863 | val_loss: 0.0311895 | Time: 1012.25 ms [2022-04-01 14:56:31 main:574] : INFO : Epoch 1819 | loss: 0.0311859 | val_loss: 0.031189 | Time: 1208.37 ms [2022-04-01 14:56:32 main:574] : INFO : Epoch 1820 | loss: 0.0311876 | val_loss: 0.0311889 | Time: 1304.64 ms [2022-04-01 14:56:33 main:574] : INFO : Epoch 1821 | loss: 0.0311904 | val_loss: 0.0311903 | Time: 1053.81 ms [2022-04-01 14:56:34 main:574] : INFO : Epoch 1822 | loss: 0.0311878 | val_loss: 0.031189 | Time: 1100.62 ms [2022-04-01 14:56:35 main:574] : INFO : Epoch 1823 | loss: 0.0311883 | val_loss: 0.0311988 | Time: 1027.37 ms [2022-04-01 14:56:36 main:574] : INFO : Epoch 1824 | loss: 0.0311912 | val_loss: 0.0311986 | Time: 1004.66 ms [2022-04-01 14:56:37 main:574] : INFO : Epoch 1825 | loss: 0.0311926 | val_loss: 0.0311907 | Time: 1082.11 ms [2022-04-01 14:56:38 main:574] : INFO : Epoch 1826 | loss: 0.0311881 | val_loss: 0.0311949 | Time: 1004.43 ms [2022-04-01 14:56:39 main:574] : INFO : Epoch 1827 | loss: 0.0311895 | val_loss: 0.0311908 | Time: 999.244 ms [2022-04-01 14:56:40 main:574] : INFO : Epoch 1828 | loss: 0.0311865 | val_loss: 0.0311948 | Time: 1026.22 ms [2022-04-01 14:56:42 main:574] : INFO : Epoch 1829 | loss: 0.031187 | val_loss: 0.0311901 | Time: 1489.77 ms [2022-04-01 14:56:43 main:574] : INFO : Epoch 1830 | loss: 0.0311865 | val_loss: 0.0311893 | Time: 1070.74 ms [2022-04-01 14:56:44 main:574] : INFO : Epoch 1831 | loss: 0.0311862 | val_loss: 0.0311897 | Time: 1028.15 ms [2022-04-01 14:56:45 main:574] : INFO : Epoch 1832 | loss: 0.0311858 | val_loss: 0.0311894 | Time: 1040.88 ms [2022-04-01 14:56:46 main:574] : INFO : Epoch 1833 | loss: 0.0311861 | val_loss: 0.0311897 | Time: 1095.53 ms [2022-04-01 14:56:47 main:574] : INFO : Epoch 1834 | loss: 0.0311865 | val_loss: 0.0311911 | Time: 1018.4 ms [2022-04-01 14:56:48 main:574] : INFO : Epoch 1835 | loss: 0.0311869 | val_loss: 0.0311904 | Time: 998.139 ms [2022-04-01 14:56:49 main:574] : INFO : Epoch 1836 | loss: 0.0311915 | val_loss: 0.0311914 | Time: 1525.38 ms [2022-04-01 14:56:51 main:574] : INFO : Epoch 1837 | loss: 0.0311872 | val_loss: 0.0311896 | Time: 1195.07 ms [2022-04-01 14:56:52 main:574] : INFO : Epoch 1838 | loss: 0.031187 | val_loss: 0.0311918 | Time: 1142.86 ms [2022-04-01 14:56:53 main:574] : INFO : Epoch 1839 | loss: 0.031186 | val_loss: 0.0311902 | Time: 1110.98 ms [2022-04-01 14:56:54 main:574] : INFO : Epoch 1840 | loss: 0.0311867 | val_loss: 0.0311912 | Time: 1031.79 ms [2022-04-01 14:56:55 main:574] : INFO : Epoch 1841 | loss: 0.0311864 | val_loss: 0.0311895 | Time: 1069.65 ms [2022-04-01 14:56:56 main:574] : INFO : Epoch 1842 | loss: 0.0311864 | val_loss: 0.0311894 | Time: 998.681 ms [2022-04-01 14:56:57 main:574] : INFO : Epoch 1843 | loss: 0.031188 | val_loss: 0.0311897 | Time: 995.211 ms [2022-04-01 14:56:58 main:574] : INFO : Epoch 1844 | loss: 0.0311893 | val_loss: 0.031189 | Time: 1189.53 ms [2022-04-01 14:57:00 main:574] : INFO : Epoch 1845 | loss: 0.0311866 | val_loss: 0.0311894 | Time: 1660.63 ms [2022-04-01 14:57:01 main:574] : INFO : Epoch 1846 | loss: 0.0311864 | val_loss: 0.0311898 | Time: 1376.41 ms [2022-04-01 14:57:02 main:574] : INFO : Epoch 1847 | loss: 0.0311862 | val_loss: 0.0311889 | Time: 1027.94 ms [2022-04-01 14:57:03 main:574] : INFO : Epoch 1848 | loss: 0.0311881 | val_loss: 0.0311898 | Time: 1009.13 ms [2022-04-01 14:57:04 main:574] : INFO : Epoch 1849 | loss: 0.0311873 | val_loss: 0.0311892 | Time: 1091.67 ms [2022-04-01 14:57:05 main:574] : INFO : Epoch 1850 | loss: 0.0311886 | val_loss: 0.0311909 | Time: 990.655 ms [2022-04-01 14:57:06 main:574] : INFO : Epoch 1851 | loss: 0.0311902 | val_loss: 0.0311936 | Time: 1007.64 ms [2022-04-01 14:57:07 main:574] : INFO : Epoch 1852 | loss: 0.0311875 | val_loss: 0.0311929 | Time: 982.177 ms [2022-04-01 14:57:09 main:574] : INFO : Epoch 1853 | loss: 0.0311872 | val_loss: 0.0311902 | Time: 1272.53 ms [2022-04-01 14:57:10 main:574] : INFO : Epoch 1854 | loss: 0.0311862 | val_loss: 0.0311916 | Time: 1139.52 ms [2022-04-01 14:57:11 main:574] : INFO : Epoch 1855 | loss: 0.0311884 | val_loss: 0.0311896 | Time: 1114.25 ms [2022-04-01 14:57:12 main:574] : INFO : Epoch 1856 | loss: 0.0311863 | val_loss: 0.0311914 | Time: 1521.56 ms [2022-04-01 14:57:14 main:574] : INFO : Epoch 1857 | loss: 0.0311898 | val_loss: 0.0312018 | Time: 1054.86 ms [2022-04-01 14:57:15 main:574] : INFO : Epoch 1858 | loss: 0.0311943 | val_loss: 0.0312042 | Time: 1484.78 ms [2022-04-01 14:57:17 main:574] : INFO : Epoch 1859 | loss: 0.0332248 | val_loss: 0.208513 | Time: 1549.53 ms [2022-04-01 14:57:18 main:574] : INFO : Epoch 1860 | loss: 0.0580212 | val_loss: 0.0410458 | Time: 1150.33 ms [2022-04-01 14:57:19 main:574] : INFO : Epoch 1861 | loss: 0.0347056 | val_loss: 0.0325209 | Time: 1159.74 ms [2022-04-01 14:57:20 main:574] : INFO : Epoch 1862 | loss: 0.0318156 | val_loss: 0.0314961 | Time: 1283.17 ms [2022-04-01 14:57:21 main:574] : INFO : Epoch 1863 | loss: 0.0313364 | val_loss: 0.0312778 | Time: 998.695 ms [2022-04-01 14:57:22 main:574] : INFO : Epoch 1864 | loss: 0.0312536 | val_loss: 0.0312331 | Time: 994.377 ms [2022-04-01 14:57:23 main:574] : INFO : Epoch 1865 | loss: 0.0312235 | val_loss: 0.0312189 | Time: 1000.31 ms [2022-04-01 14:57:24 main:574] : INFO : Epoch 1866 | loss: 0.0312121 | val_loss: 0.0312103 | Time: 1156.71 ms [2022-04-01 14:57:26 main:574] : INFO : Epoch 1867 | loss: 0.0312053 | val_loss: 0.0312056 | Time: 1278.82 ms [2022-04-01 14:57:27 main:574] : INFO : Epoch 1868 | loss: 0.0312014 | val_loss: 0.0312026 | Time: 1171.5 ms [2022-04-01 14:57:28 main:574] : INFO : Epoch 1869 | loss: 0.0311988 | val_loss: 0.0312007 | Time: 1336.15 ms [2022-04-01 14:57:29 main:574] : INFO : Epoch 1870 | loss: 0.031197 | val_loss: 0.031199 | Time: 1338.38 ms [2022-04-01 14:57:30 main:574] : INFO : Epoch 1871 | loss: 0.0311957 | val_loss: 0.0311977 | Time: 1017.72 ms [2022-04-01 14:57:32 main:574] : INFO : Epoch 1872 | loss: 0.0311946 | val_loss: 0.0311971 | Time: 1005.64 ms [2022-04-01 14:57:33 main:574] : INFO : Epoch 1873 | loss: 0.0311933 | val_loss: 0.031196 | Time: 1010.61 ms [2022-04-01 14:57:34 main:574] : INFO : Epoch 1874 | loss: 0.0311923 | val_loss: 0.0311952 | Time: 1081.06 ms [2022-04-01 14:57:35 main:574] : INFO : Epoch 1875 | loss: 0.0311918 | val_loss: 0.0311948 | Time: 1343.7 ms [2022-04-01 14:57:36 main:574] : INFO : Epoch 1876 | loss: 0.0311913 | val_loss: 0.0311941 | Time: 1003.25 ms [2022-04-01 14:57:37 main:574] : INFO : Epoch 1877 | loss: 0.0311907 | val_loss: 0.0311934 | Time: 1176.24 ms [2022-04-01 14:57:39 main:574] : INFO : Epoch 1878 | loss: 0.0311903 | val_loss: 0.031193 | Time: 1622.41 ms [2022-04-01 14:57:40 main:574] : INFO : Epoch 1879 | loss: 0.0311899 | val_loss: 0.0311928 | Time: 1355.76 ms [2022-04-01 14:57:42 main:574] : INFO : Epoch 1880 | loss: 0.0311894 | val_loss: 0.0311925 | Time: 1418.42 ms [2022-04-01 14:57:43 main:574] : INFO : Epoch 1881 | loss: 0.0311892 | val_loss: 0.0311923 | Time: 1471.77 ms [2022-04-01 14:57:44 main:574] : INFO : Epoch 1882 | loss: 0.0311889 | val_loss: 0.031192 | Time: 1285.88 ms [2022-04-01 14:57:46 main:574] : INFO : Epoch 1883 | loss: 0.0311888 | val_loss: 0.0311921 | Time: 1771.25 ms [2022-04-01 14:57:48 main:574] : INFO : Epoch 1884 | loss: 0.0311885 | val_loss: 0.0311927 | Time: 1503.08 ms [2022-04-01 14:57:49 main:574] : INFO : Epoch 1885 | loss: 0.0311888 | val_loss: 0.0311914 | Time: 1513.15 ms [2022-04-01 14:57:50 main:574] : INFO : Epoch 1886 | loss: 0.0311884 | val_loss: 0.0311914 | Time: 1126.08 ms [2022-04-01 14:57:51 main:574] : INFO : Epoch 1887 | loss: 0.0311882 | val_loss: 0.0311911 | Time: 1049.52 ms [2022-04-01 14:57:52 main:574] : INFO : Epoch 1888 | loss: 0.0311879 | val_loss: 0.0311911 | Time: 1067.08 ms [2022-04-01 14:57:54 main:574] : INFO : Epoch 1889 | loss: 0.0311878 | val_loss: 0.0311911 | Time: 1140.46 ms [2022-04-01 14:57:55 main:574] : INFO : Epoch 1890 | loss: 0.0311876 | val_loss: 0.031191 | Time: 1157.14 ms [2022-04-01 14:57:56 main:574] : INFO : Epoch 1891 | loss: 0.0311876 | val_loss: 0.0311908 | Time: 1417 ms [2022-04-01 14:57:57 main:574] : INFO : Epoch 1892 | loss: 0.0311875 | val_loss: 0.031191 | Time: 1106.17 ms [2022-04-01 14:57:58 main:574] : INFO : Epoch 1893 | loss: 0.0311876 | val_loss: 0.0311909 | Time: 1014.28 ms [2022-04-01 14:57:59 main:574] : INFO : Epoch 1894 | loss: 0.0311875 | val_loss: 0.0311906 | Time: 997.526 ms [2022-04-01 14:58:00 main:574] : INFO : Epoch 1895 | loss: 0.0311875 | val_loss: 0.0311905 | Time: 1007.92 ms [2022-04-01 14:58:01 main:574] : INFO : Epoch 1896 | loss: 0.0311877 | val_loss: 0.0311909 | Time: 985.776 ms [2022-04-01 14:58:02 main:574] : INFO : Epoch 1897 | loss: 0.0311875 | val_loss: 0.0311913 | Time: 994.86 ms [2022-04-01 14:58:03 main:574] : INFO : Epoch 1898 | loss: 0.0311875 | val_loss: 0.0311904 | Time: 1001.24 ms [2022-04-01 14:58:04 main:574] : INFO : Epoch 1899 | loss: 0.0311874 | val_loss: 0.0311911 | Time: 993.729 ms [2022-04-01 14:58:05 main:574] : INFO : Epoch 1900 | loss: 0.0311874 | val_loss: 0.0311904 | Time: 994.147 ms [2022-04-01 14:58:06 main:574] : INFO : Epoch 1901 | loss: 0.0311872 | val_loss: 0.0311904 | Time: 1019.99 ms [2022-04-01 14:58:07 main:574] : INFO : Epoch 1902 | loss: 0.031187 | val_loss: 0.0311903 | Time: 1012.75 ms [2022-04-01 14:58:08 main:574] : INFO : Epoch 1903 | loss: 0.0311871 | val_loss: 0.0311909 | Time: 1099.43 ms [2022-04-01 14:58:09 main:574] : INFO : Epoch 1904 | loss: 0.0311872 | val_loss: 0.0311905 | Time: 1018 ms [2022-04-01 14:58:11 main:574] : INFO : Epoch 1905 | loss: 0.0311877 | val_loss: 0.0311918 | Time: 1227.34 ms [2022-04-01 14:58:12 main:574] : INFO : Epoch 1906 | loss: 0.0311874 | val_loss: 0.0311903 | Time: 1745.4 ms [2022-04-01 14:58:13 main:574] : INFO : Epoch 1907 | loss: 0.0311869 | val_loss: 0.0311906 | Time: 1051.6 ms [2022-04-01 14:58:15 main:574] : INFO : Epoch 1908 | loss: 0.0311873 | val_loss: 0.0311905 | Time: 1922.89 ms [2022-04-01 14:58:17 main:574] : INFO : Epoch 1909 | loss: 0.0311869 | val_loss: 0.0311908 | Time: 1689.45 ms [2022-04-01 14:58:19 main:574] : INFO : Epoch 1910 | loss: 0.031187 | val_loss: 0.0311906 | Time: 1598.7 ms [2022-04-01 14:58:20 main:574] : INFO : Epoch 1911 | loss: 0.0311871 | val_loss: 0.0311906 | Time: 1178.32 ms [2022-04-01 14:58:21 main:574] : INFO : Epoch 1912 | loss: 0.0311868 | val_loss: 0.03119 | Time: 998.309 ms [2022-04-01 14:58:22 main:574] : INFO : Epoch 1913 | loss: 0.0311868 | val_loss: 0.0311901 | Time: 987.614 ms [2022-04-01 14:58:23 main:574] : INFO : Epoch 1914 | loss: 0.0311866 | val_loss: 0.0311899 | Time: 1108.22 ms [2022-04-01 14:58:24 main:574] : INFO : Epoch 1915 | loss: 0.0311869 | val_loss: 0.0311903 | Time: 1174.55 ms [2022-04-01 14:58:25 main:574] : INFO : Epoch 1916 | loss: 0.031187 | val_loss: 0.0311908 | Time: 1020.64 ms [2022-04-01 14:58:26 main:574] : INFO : Epoch 1917 | loss: 0.0311868 | val_loss: 0.0311898 | Time: 993.69 ms [2022-04-01 14:58:27 main:574] : INFO : Epoch 1918 | loss: 0.0311866 | val_loss: 0.0311902 | Time: 993.671 ms [2022-04-01 14:58:28 main:574] : INFO : Epoch 1919 | loss: 0.0311868 | val_loss: 0.0311902 | Time: 1005.31 ms [2022-04-01 14:58:29 main:574] : INFO : Epoch 1920 | loss: 0.0311866 | val_loss: 0.03119 | Time: 1299.01 ms [2022-04-01 14:58:31 main:574] : INFO : Epoch 1921 | loss: 0.031187 | val_loss: 0.0311909 | Time: 1168.58 ms [2022-04-01 14:58:32 main:574] : INFO : Epoch 1922 | loss: 0.0311868 | val_loss: 0.0311898 | Time: 1141.48 ms [2022-04-01 14:58:33 main:574] : INFO : Epoch 1923 | loss: 0.0311866 | val_loss: 0.0311905 | Time: 1370.2 ms [2022-04-01 14:58:34 main:574] : INFO : Epoch 1924 | loss: 0.0311869 | val_loss: 0.0311901 | Time: 1070.02 ms [2022-04-01 14:58:35 main:574] : INFO : Epoch 1925 | loss: 0.0311869 | val_loss: 0.0311902 | Time: 1023.07 ms [2022-04-01 14:58:36 main:574] : INFO : Epoch 1926 | loss: 0.0311865 | val_loss: 0.03119 | Time: 1039.43 ms [2022-04-01 14:58:37 main:574] : INFO : Epoch 1927 | loss: 0.0311871 | val_loss: 0.0311907 | Time: 1018.58 ms [2022-04-01 14:58:38 main:574] : INFO : Epoch 1928 | loss: 0.0311867 | val_loss: 0.0311898 | Time: 1074.89 ms [2022-04-01 14:58:39 main:574] : INFO : Epoch 1929 | loss: 0.0311863 | val_loss: 0.0311896 | Time: 1104.62 ms [2022-04-01 14:58:41 main:574] : INFO : Epoch 1930 | loss: 0.0311865 | val_loss: 0.03119 | Time: 1033.63 ms [2022-04-01 14:58:42 main:574] : INFO : Epoch 1931 | loss: 0.0311864 | val_loss: 0.0311899 | Time: 998.816 ms [2022-04-01 14:58:43 main:574] : INFO : Epoch 1932 | loss: 0.0311864 | val_loss: 0.0311898 | Time: 1139.34 ms [2022-04-01 14:58:44 main:574] : INFO : Epoch 1933 | loss: 0.0311865 | val_loss: 0.0311897 | Time: 1327.83 ms [2022-04-01 14:58:45 main:574] : INFO : Epoch 1934 | loss: 0.0311863 | val_loss: 0.0311899 | Time: 1255.75 ms [2022-04-01 14:58:47 main:574] : INFO : Epoch 1935 | loss: 0.0311863 | val_loss: 0.0311897 | Time: 1392.98 ms [2022-04-01 14:58:49 main:574] : INFO : Epoch 1936 | loss: 0.0311863 | val_loss: 0.0311898 | Time: 1875.78 ms [2022-04-01 14:58:50 main:574] : INFO : Epoch 1937 | loss: 0.0311873 | val_loss: 0.0311914 | Time: 1291.93 ms [2022-04-01 14:58:51 main:574] : INFO : Epoch 1938 | loss: 0.0311871 | val_loss: 0.03119 | Time: 1431.2 ms [2022-04-01 14:58:52 main:574] : INFO : Epoch 1939 | loss: 0.0311864 | val_loss: 0.0311898 | Time: 1136.16 ms [2022-04-01 14:58:54 main:574] : INFO : Epoch 1940 | loss: 0.0311868 | val_loss: 0.0311899 | Time: 1238.44 ms [2022-04-01 14:58:55 main:574] : INFO : Epoch 1941 | loss: 0.0311865 | val_loss: 0.0311895 | Time: 1085.23 ms [2022-04-01 14:58:56 main:574] : INFO : Epoch 1942 | loss: 0.0311866 | val_loss: 0.0311897 | Time: 1036.43 ms [2022-04-01 14:58:57 main:574] : INFO : Epoch 1943 | loss: 0.0311864 | val_loss: 0.0311898 | Time: 1036.98 ms [2022-04-01 14:58:58 main:574] : INFO : Epoch 1944 | loss: 0.0311862 | val_loss: 0.0311895 | Time: 1013.57 ms [2022-04-01 14:58:59 main:574] : INFO : Epoch 1945 | loss: 0.0311862 | val_loss: 0.0311899 | Time: 1105.34 ms [2022-04-01 14:59:00 main:574] : INFO : Epoch 1946 | loss: 0.0311862 | val_loss: 0.0311897 | Time: 1003.41 ms [2022-04-01 14:59:01 main:574] : INFO : Epoch 1947 | loss: 0.0311865 | val_loss: 0.0311909 | Time: 1166.94 ms [2022-04-01 14:59:03 main:574] : INFO : Epoch 1948 | loss: 0.0311869 | val_loss: 0.0311907 | Time: 1708.21 ms [2022-04-01 14:59:04 main:574] : INFO : Epoch 1949 | loss: 0.0311869 | val_loss: 0.0311902 | Time: 1523.87 ms [2022-04-01 14:59:06 main:574] : INFO : Epoch 1950 | loss: 0.0311866 | val_loss: 0.0311903 | Time: 1488.16 ms [2022-04-01 14:59:07 main:574] : INFO : Epoch 1951 | loss: 0.0311865 | val_loss: 0.0311909 | Time: 1049.21 ms [2022-04-01 14:59:08 main:574] : INFO : Epoch 1952 | loss: 0.0311868 | val_loss: 0.0311909 | Time: 1025.77 ms [2022-04-01 14:59:09 main:574] : INFO : Epoch 1953 | loss: 0.0311865 | val_loss: 0.0311899 | Time: 1011.05 ms [2022-04-01 14:59:10 main:574] : INFO : Epoch 1954 | loss: 0.0311861 | val_loss: 0.0311895 | Time: 1322.61 ms [2022-04-01 14:59:12 main:574] : INFO : Epoch 1955 | loss: 0.0311865 | val_loss: 0.0311913 | Time: 1270.55 ms [2022-04-01 14:59:13 main:574] : INFO : Epoch 1956 | loss: 0.0311868 | val_loss: 0.0311897 | Time: 1129.38 ms [2022-04-01 14:59:14 main:574] : INFO : Epoch 1957 | loss: 0.0311862 | val_loss: 0.0311906 | Time: 1298.17 ms [2022-04-01 14:59:15 main:574] : INFO : Epoch 1958 | loss: 0.0311863 | val_loss: 0.0311897 | Time: 1485.15 ms [2022-04-01 14:59:17 main:574] : INFO : Epoch 1959 | loss: 0.031186 | val_loss: 0.0311897 | Time: 1368.22 ms [2022-04-01 14:59:18 main:574] : INFO : Epoch 1960 | loss: 0.0311862 | val_loss: 0.0311894 | Time: 1416.41 ms [2022-04-01 14:59:20 main:574] : INFO : Epoch 1961 | loss: 0.0311863 | val_loss: 0.0311901 | Time: 1531.16 ms [2022-04-01 14:59:22 main:574] : INFO : Epoch 1962 | loss: 0.0311861 | val_loss: 0.0311897 | Time: 1969.91 ms [2022-04-01 14:59:23 main:574] : INFO : Epoch 1963 | loss: 0.0311861 | val_loss: 0.0311894 | Time: 1181.45 ms [2022-04-01 14:59:24 main:574] : INFO : Epoch 1964 | loss: 0.0311864 | val_loss: 0.0311905 | Time: 1054.29 ms [2022-04-01 14:59:25 main:574] : INFO : Epoch 1965 | loss: 0.0311861 | val_loss: 0.0311895 | Time: 1015.37 ms [2022-04-01 14:59:26 main:574] : INFO : Epoch 1966 | loss: 0.0311863 | val_loss: 0.0311894 | Time: 1190.08 ms [2022-04-01 14:59:27 main:574] : INFO : Epoch 1967 | loss: 0.031186 | val_loss: 0.0311896 | Time: 1122.02 ms [2022-04-01 14:59:28 main:574] : INFO : Epoch 1968 | loss: 0.0311865 | val_loss: 0.0311897 | Time: 1029.89 ms [2022-04-01 14:59:29 main:574] : INFO : Epoch 1969 | loss: 0.0311863 | val_loss: 0.0311894 | Time: 1052.72 ms [2022-04-01 14:59:30 main:574] : INFO : Epoch 1970 | loss: 0.0311863 | val_loss: 0.0311894 | Time: 1037.94 ms [2022-04-01 14:59:31 main:574] : INFO : Epoch 1971 | loss: 0.0311861 | val_loss: 0.0311897 | Time: 1011.59 ms [2022-04-01 14:59:33 main:574] : INFO : Epoch 1972 | loss: 0.0311865 | val_loss: 0.0311898 | Time: 1153.55 ms [2022-04-01 14:59:34 main:574] : INFO : Epoch 1973 | loss: 0.0311863 | val_loss: 0.0311896 | Time: 1127.95 ms [2022-04-01 14:59:35 main:574] : INFO : Epoch 1974 | loss: 0.0311863 | val_loss: 0.0311895 | Time: 1015.18 ms [2022-04-01 14:59:36 main:574] : INFO : Epoch 1975 | loss: 0.0311862 | val_loss: 0.0311893 | Time: 1027.19 ms [2022-04-01 14:59:37 main:574] : INFO : Epoch 1976 | loss: 0.0311859 | val_loss: 0.0311894 | Time: 1025.78 ms [2022-04-01 14:59:38 main:574] : INFO : Epoch 1977 | loss: 0.0311865 | val_loss: 0.0311897 | Time: 1168.75 ms [2022-04-01 14:59:39 main:574] : INFO : Epoch 1978 | loss: 0.0311866 | val_loss: 0.0311893 | Time: 1131.52 ms [2022-04-01 14:59:41 main:574] : INFO : Epoch 1979 | loss: 0.0311869 | val_loss: 0.0311898 | Time: 1625.41 ms [2022-04-01 14:59:42 main:574] : INFO : Epoch 1980 | loss: 0.0311863 | val_loss: 0.03119 | Time: 1469.97 ms [2022-04-01 14:59:44 main:574] : INFO : Epoch 1981 | loss: 0.0311861 | val_loss: 0.0311893 | Time: 1521.75 ms [2022-04-01 14:59:45 main:574] : INFO : Epoch 1982 | loss: 0.0311861 | val_loss: 0.0311894 | Time: 1449.62 ms [2022-04-01 14:59:47 main:574] : INFO : Epoch 1983 | loss: 0.0311861 | val_loss: 0.0311893 | Time: 1430.6 ms [2022-04-01 14:59:48 main:574] : INFO : Epoch 1984 | loss: 0.0311863 | val_loss: 0.0311893 | Time: 1575.12 ms [2022-04-01 14:59:50 main:574] : INFO : Epoch 1985 | loss: 0.0311862 | val_loss: 0.0311893 | Time: 1538.55 ms [2022-04-01 14:59:51 main:574] : INFO : Epoch 1986 | loss: 0.0311858 | val_loss: 0.0311894 | Time: 1435.24 ms [2022-04-01 14:59:52 main:574] : INFO : Epoch 1987 | loss: 0.0311862 | val_loss: 0.0311896 | Time: 1078.51 ms [2022-04-01 14:59:53 main:574] : INFO : Epoch 1988 | loss: 0.0311867 | val_loss: 0.0311904 | Time: 1063.13 ms [2022-04-01 14:59:55 main:574] : INFO : Epoch 1989 | loss: 0.0311861 | val_loss: 0.0311893 | Time: 1304.08 ms [2022-04-01 14:59:56 main:574] : INFO : Epoch 1990 | loss: 0.0311864 | val_loss: 0.03119 | Time: 1256.7 ms [2022-04-01 14:59:57 main:574] : INFO : Epoch 1991 | loss: 0.0311862 | val_loss: 0.03119 | Time: 1008.97 ms [2022-04-01 14:59:58 main:574] : INFO : Epoch 1992 | loss: 0.0311864 | val_loss: 0.0311895 | Time: 1102.38 ms [2022-04-01 14:59:59 main:574] : INFO : Epoch 1993 | loss: 0.0311861 | val_loss: 0.0311894 | Time: 1034.27 ms [2022-04-01 15:00:00 main:574] : INFO : Epoch 1994 | loss: 0.031186 | val_loss: 0.0311898 | Time: 1048.98 ms [2022-04-01 15:00:01 main:574] : INFO : Epoch 1995 | loss: 0.031186 | val_loss: 0.0311896 | Time: 1306.7 ms [2022-04-01 15:00:03 main:574] : INFO : Epoch 1996 | loss: 0.0311862 | val_loss: 0.0311899 | Time: 1316.29 ms [2022-04-01 15:00:04 main:574] : INFO : Epoch 1997 | loss: 0.0311868 | val_loss: 0.0311894 | Time: 1476.55 ms [2022-04-01 15:00:06 main:574] : INFO : Epoch 1998 | loss: 0.0311866 | val_loss: 0.0311897 | Time: 1735.26 ms [2022-04-01 15:00:08 main:574] : INFO : Epoch 1999 | loss: 0.0311862 | val_loss: 0.0311892 | Time: 1703.67 ms [2022-04-01 15:00:09 main:574] : INFO : Epoch 2000 | loss: 0.0311863 | val_loss: 0.031191 | Time: 1187.63 ms [2022-04-01 15:00:10 main:574] : INFO : Epoch 2001 | loss: 0.0311869 | val_loss: 0.03119 | Time: 1026.95 ms [2022-04-01 15:00:11 main:574] : INFO : Epoch 2002 | loss: 0.0311869 | val_loss: 0.0311902 | Time: 1022.44 ms [2022-04-01 15:00:12 main:574] : INFO : Epoch 2003 | loss: 0.0311872 | val_loss: 0.0311896 | Time: 1032.78 ms [2022-04-01 15:00:13 main:574] : INFO : Epoch 2004 | loss: 0.0311864 | val_loss: 0.0311901 | Time: 1002.7 ms [2022-04-01 15:00:14 main:574] : INFO : Epoch 2005 | loss: 0.0311866 | val_loss: 0.0311908 | Time: 1140.62 ms [2022-04-01 15:00:15 main:574] : INFO : Epoch 2006 | loss: 0.0311867 | val_loss: 0.0311899 | Time: 987.068 ms [2022-04-01 15:00:16 main:574] : INFO : Epoch 2007 | loss: 0.0311862 | val_loss: 0.0311896 | Time: 997.335 ms [2022-04-01 15:00:17 main:574] : INFO : Epoch 2008 | loss: 0.0311865 | val_loss: 0.0311893 | Time: 1048.1 ms [2022-04-01 15:00:19 main:574] : INFO : Epoch 2009 | loss: 0.0311863 | val_loss: 0.0311893 | Time: 1618.46 ms [2022-04-01 15:00:20 main:574] : INFO : Epoch 2010 | loss: 0.0311863 | val_loss: 0.0311892 | Time: 1643.22 ms [2022-04-01 15:00:22 main:574] : INFO : Epoch 2011 | loss: 0.031186 | val_loss: 0.0311895 | Time: 1234.07 ms [2022-04-01 15:00:23 main:574] : INFO : Epoch 2012 | loss: 0.0311865 | val_loss: 0.0311895 | Time: 1557.21 ms [2022-04-01 15:00:24 main:574] : INFO : Epoch 2013 | loss: 0.031187 | val_loss: 0.0311895 | Time: 1014.38 ms [2022-04-01 15:00:25 main:574] : INFO : Epoch 2014 | loss: 0.0311869 | val_loss: 0.0311904 | Time: 1007.11 ms [2022-04-01 15:00:26 main:574] : INFO : Epoch 2015 | loss: 0.0311868 | val_loss: 0.0311905 | Time: 1035.61 ms [2022-04-01 15:00:27 main:574] : INFO : Epoch 2016 | loss: 0.0311869 | val_loss: 0.0311892 | Time: 1020.95 ms [2022-04-01 15:00:28 main:574] : INFO : Epoch 2017 | loss: 0.031186 | val_loss: 0.0311892 | Time: 1034.89 ms [2022-04-01 15:00:29 main:574] : INFO : Epoch 2018 | loss: 0.0311865 | val_loss: 0.0311901 | Time: 1021.53 ms [2022-04-01 15:00:30 main:574] : INFO : Epoch 2019 | loss: 0.0311867 | val_loss: 0.0311898 | Time: 1046.14 ms [2022-04-01 15:00:32 main:574] : INFO : Epoch 2020 | loss: 0.0311873 | val_loss: 0.0311893 | Time: 1082.58 ms [2022-04-01 15:00:33 main:574] : INFO : Epoch 2021 | loss: 0.0311867 | val_loss: 0.0311897 | Time: 1050.55 ms [2022-04-01 15:00:34 main:574] : INFO : Epoch 2022 | loss: 0.0311861 | val_loss: 0.0311894 | Time: 1073.8 ms [2022-04-01 15:00:35 main:574] : INFO : Epoch 2023 | loss: 0.0311862 | val_loss: 0.0311899 | Time: 1099.23 ms [2022-04-01 15:00:36 main:574] : INFO : Epoch 2024 | loss: 0.0311867 | val_loss: 0.0311913 | Time: 1109.74 ms [2022-04-01 15:00:37 main:574] : INFO : Epoch 2025 | loss: 0.0311869 | val_loss: 0.0311895 | Time: 1005.9 ms [2022-04-01 15:00:38 main:574] : INFO : Epoch 2026 | loss: 0.0311867 | val_loss: 0.0311893 | Time: 1090.48 ms [2022-04-01 15:00:39 main:574] : INFO : Epoch 2027 | loss: 0.0311859 | val_loss: 0.0311893 | Time: 1062.88 ms [2022-04-01 15:00:40 main:574] : INFO : Epoch 2028 | loss: 0.0311859 | val_loss: 0.0311891 | Time: 1063.37 ms [2022-04-01 15:00:41 main:574] : INFO : Epoch 2029 | loss: 0.031186 | val_loss: 0.0311895 | Time: 1184.94 ms [2022-04-01 15:00:43 main:574] : INFO : Epoch 2030 | loss: 0.0311861 | val_loss: 0.0311904 | Time: 1250.89 ms [2022-04-01 15:00:44 main:574] : INFO : Epoch 2031 | loss: 0.0311869 | val_loss: 0.0311898 | Time: 1012.8 ms [2022-04-01 15:00:45 main:574] : INFO : Epoch 2032 | loss: 0.0311862 | val_loss: 0.0311895 | Time: 1002.1 ms [2022-04-01 15:00:46 main:574] : INFO : Epoch 2033 | loss: 0.0311868 | val_loss: 0.0311907 | Time: 1004 ms [2022-04-01 15:00:47 main:574] : INFO : Epoch 2034 | loss: 0.0311866 | val_loss: 0.0311902 | Time: 1024.58 ms [2022-04-01 15:00:48 main:574] : INFO : Epoch 2035 | loss: 0.0311868 | val_loss: 0.0311895 | Time: 1028.42 ms [2022-04-01 15:00:49 main:574] : INFO : Epoch 2036 | loss: 0.0311868 | val_loss: 0.0311906 | Time: 1396.99 ms [2022-04-01 15:00:50 main:574] : INFO : Epoch 2037 | loss: 0.0311872 | val_loss: 0.031193 | Time: 1230.38 ms [2022-04-01 15:00:51 main:574] : INFO : Epoch 2038 | loss: 0.0311872 | val_loss: 0.0311908 | Time: 1022.48 ms [2022-04-01 15:00:52 main:574] : INFO : Epoch 2039 | loss: 0.0311888 | val_loss: 0.0311897 | Time: 1127.66 ms [2022-04-01 15:00:54 main:574] : INFO : Epoch 2040 | loss: 0.0311872 | val_loss: 0.0311896 | Time: 1086.24 ms [2022-04-01 15:00:55 main:574] : INFO : Epoch 2041 | loss: 0.0311863 | val_loss: 0.0311892 | Time: 1015.16 ms [2022-04-01 15:00:56 main:574] : INFO : Epoch 2042 | loss: 0.0311865 | val_loss: 0.0311922 | Time: 1617.34 ms [2022-04-01 15:00:57 main:574] : INFO : Epoch 2043 | loss: 0.0311869 | val_loss: 0.0311906 | Time: 1137.71 ms [2022-04-01 15:00:58 main:574] : INFO : Epoch 2044 | loss: 0.0311865 | val_loss: 0.0311942 | Time: 1010.57 ms [2022-04-01 15:01:00 main:574] : INFO : Epoch 2045 | loss: 0.0311881 | val_loss: 0.0311896 | Time: 1367.89 ms [2022-04-01 15:01:01 main:574] : INFO : Epoch 2046 | loss: 0.0311865 | val_loss: 0.0311893 | Time: 1560.07 ms [2022-04-01 15:01:02 main:574] : INFO : Epoch 2047 | loss: 0.0311862 | val_loss: 0.0311896 | Time: 1102.65 ms [2022-04-01 15:01:04 main:574] : INFO : Epoch 2048 | loss: 0.0311865 | val_loss: 0.0311906 | Time: 1204.46 ms [2022-04-01 15:01:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311906 [2022-04-01 15:01:04 main:603] : INFO : Saving end state to config to file [2022-04-01 15:01:04 main:608] : INFO : Success, exiting.. 15:01:04 (27232): 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)