Task 14624752
| Name | ParityModified-1647049431-8643-3-0_0 |
| Workunit | 11639740 |
| Created | 19 Apr 2022, 11:35:21 UTC |
| Sent | 19 Apr 2022, 11:35:38 UTC |
| Report deadline | 27 Apr 2022, 11:35:38 UTC |
| Received | 19 Apr 2022, 18:02:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7776 |
| Run time | 41 min 3 sec |
| CPU time | 38 min 3 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 | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0311973 | val_loss: 0.031197 | Time: 1114.91 ms [2022-04-19 13:51:53 main:574] : INFO : Epoch 1543 | loss: 0.0311988 | val_loss: 0.0311951 | Time: 1109.99 ms [2022-04-19 13:51:55 main:574] : INFO : Epoch 1544 | loss: 0.0311968 | val_loss: 0.0311912 | Time: 1107.95 ms [2022-04-19 13:51:56 main:574] : INFO : Epoch 1545 | loss: 0.0311937 | val_loss: 0.0312047 | Time: 1112.45 ms [2022-04-19 13:51:57 main:574] : INFO : Epoch 1546 | loss: 0.0311937 | val_loss: 0.0312093 | Time: 1113.14 ms [2022-04-19 13:51:58 main:574] : INFO : Epoch 1547 | loss: 0.0312019 | val_loss: 0.0311903 | Time: 1110.98 ms [2022-04-19 13:51:59 main:574] : INFO : Epoch 1548 | loss: 0.0311964 | val_loss: 0.0311899 | Time: 1112.69 ms [2022-04-19 13:52:01 main:574] : INFO : Epoch 1549 | loss: 0.0311967 | val_loss: 0.0312046 | Time: 1111.38 ms [2022-04-19 13:52:02 main:574] : INFO : Epoch 1550 | loss: 0.0311984 | val_loss: 0.0311927 | Time: 1113.24 ms [2022-04-19 13:52:03 main:574] : INFO : Epoch 1551 | loss: 0.0311952 | val_loss: 0.0311918 | Time: 1112.57 ms [2022-04-19 13:52:04 main:574] : INFO : Epoch 1552 | loss: 0.0311961 | val_loss: 0.031195 | Time: 1110.05 ms [2022-04-19 13:52:05 main:574] : INFO : Epoch 1553 | loss: 0.0311978 | val_loss: 0.0311888 | Time: 1110.16 ms [2022-04-19 13:52:07 main:574] : INFO : Epoch 1554 | loss: 0.031192 | val_loss: 0.0311891 | Time: 1110.52 ms [2022-04-19 13:52:08 main:574] : INFO : Epoch 1555 | loss: 0.031194 | val_loss: 0.0311949 | Time: 1113.94 ms [2022-04-19 13:52:09 main:574] : INFO : Epoch 1556 | loss: 0.0311933 | val_loss: 0.031191 | Time: 1115.12 ms [2022-04-19 13:52:10 main:574] : INFO : Epoch 1557 | loss: 0.0311916 | val_loss: 0.0311904 | Time: 1112.86 ms [2022-04-19 13:52:11 main:574] : INFO : Epoch 1558 | loss: 0.0311935 | val_loss: 0.0311918 | Time: 1108.07 ms [2022-04-19 13:52:13 main:574] : INFO : Epoch 1559 | loss: 0.0311945 | val_loss: 0.0311926 | Time: 1112.82 ms [2022-04-19 13:52:14 main:574] : INFO : Epoch 1560 | loss: 0.0311951 | val_loss: 0.0311884 | Time: 1112.04 ms [2022-04-19 13:52:15 main:574] : INFO : Epoch 1561 | loss: 0.0311949 | val_loss: 0.031189 | Time: 1110.61 ms [2022-04-19 13:52:16 main:574] : INFO : Epoch 1562 | loss: 0.0311964 | val_loss: 0.0311877 | Time: 1111.2 ms [2022-04-19 13:52:18 main:574] : INFO : Epoch 1563 | loss: 0.0311916 | val_loss: 0.0311901 | Time: 1113.89 ms [2022-04-19 13:52:19 main:574] : INFO : Epoch 1564 | loss: 0.0311913 | val_loss: 0.0311876 | Time: 1113.94 ms [2022-04-19 13:52:20 main:574] : INFO : Epoch 1565 | loss: 0.0311926 | val_loss: 0.0311907 | Time: 1112.29 ms [2022-04-19 13:52:21 main:574] : INFO : Epoch 1566 | loss: 0.0311942 | val_loss: 0.0311934 | Time: 1110.69 ms [2022-04-19 13:52:22 main:574] : INFO : Epoch 1567 | loss: 0.0311927 | val_loss: 0.0311884 | Time: 1110.59 ms [2022-04-19 13:52:23 main:574] : INFO : Epoch 1568 | loss: 0.0311921 | val_loss: 0.031188 | Time: 1112.8 ms [2022-04-19 13:52:25 main:574] : INFO : Epoch 1569 | loss: 0.0311919 | val_loss: 0.031189 | Time: 1113.88 ms [2022-04-19 13:52:26 main:574] : INFO : Epoch 1570 | loss: 0.0311898 | val_loss: 0.0311872 | Time: 1111.25 ms [2022-04-19 13:52:27 main:574] : INFO : Epoch 1571 | loss: 0.0311904 | val_loss: 0.031189 | Time: 1110.62 ms [2022-04-19 13:52:28 main:574] : INFO : Epoch 1572 | loss: 0.0311931 | val_loss: 0.0311892 | Time: 1115.63 ms [2022-04-19 13:52:30 main:574] : INFO : Epoch 1573 | loss: 0.0311923 | val_loss: 0.0311925 | Time: 1111.21 ms [2022-04-19 13:52:31 main:574] : INFO : Epoch 1574 | loss: 0.0311967 | val_loss: 0.0311911 | Time: 1112.91 ms [2022-04-19 13:52:32 main:574] : INFO : Epoch 1575 | loss: 0.0311955 | val_loss: 0.0311902 | Time: 1110.16 ms [2022-04-19 13:52:33 main:574] : INFO : Epoch 1576 | loss: 0.031196 | val_loss: 0.0311919 | Time: 1107.52 ms [2022-04-19 13:52:34 main:574] : INFO : Epoch 1577 | loss: 0.0311932 | val_loss: 0.0311898 | Time: 1109.51 ms [2022-04-19 13:52:36 main:574] : INFO : Epoch 1578 | loss: 0.0311929 | val_loss: 0.0311876 | Time: 1110.7 ms [2022-04-19 13:52:37 main:574] : INFO : Epoch 1579 | loss: 0.0311897 | val_loss: 0.0311868 | Time: 1114.01 ms [2022-04-19 13:52:38 main:574] : INFO : Epoch 1580 | loss: 0.0311902 | val_loss: 0.0311879 | Time: 1113.67 ms [2022-04-19 13:52:39 main:574] : INFO : Epoch 1581 | loss: 0.0311911 | val_loss: 0.0311889 | Time: 1112.74 ms [2022-04-19 13:52:40 main:574] : INFO : Epoch 1582 | loss: 0.0311902 | val_loss: 0.0311855 | Time: 1117.55 ms [2022-04-19 13:52:41 main:574] : INFO : Epoch 1583 | loss: 0.0312002 | val_loss: 0.0311912 | Time: 1111.4 ms [2022-04-19 13:52:43 main:574] : INFO : Epoch 1584 | loss: 0.0311916 | val_loss: 0.0311896 | Time: 1112.38 ms [2022-04-19 13:52:44 main:574] : INFO : Epoch 1585 | loss: 0.0311905 | val_loss: 0.0311865 | Time: 1111.8 ms [2022-04-19 13:52:45 main:574] : INFO : Epoch 1586 | loss: 0.0311888 | val_loss: 0.0311866 | Time: 1112.21 ms [2022-04-19 13:52:46 main:574] : INFO : Epoch 1587 | loss: 0.03119 | val_loss: 0.0311865 | Time: 1112.08 ms [2022-04-19 13:52:48 main:574] : INFO : Epoch 1588 | loss: 0.0311907 | val_loss: 0.0311903 | Time: 1110.09 ms [2022-04-19 13:52:49 main:574] : INFO : Epoch 1589 | loss: 0.0312002 | val_loss: 0.0311966 | Time: 1115.38 ms [2022-04-19 13:52:50 main:574] : INFO : Epoch 1590 | loss: 0.0311933 | val_loss: 0.0311944 | Time: 1111.19 ms [2022-04-19 13:52:51 main:574] : INFO : Epoch 1591 | loss: 0.0311903 | val_loss: 0.0311864 | Time: 1111.42 ms [2022-04-19 13:52:52 main:574] : INFO : Epoch 1592 | loss: 0.0311907 | val_loss: 0.0311874 | Time: 1111.94 ms [2022-04-19 13:52:54 main:574] : INFO : Epoch 1593 | loss: 0.0311896 | val_loss: 0.0311865 | Time: 1114.67 ms [2022-04-19 13:52:55 main:574] : INFO : Epoch 1594 | loss: 0.0311929 | val_loss: 0.0311912 | Time: 1112.14 ms [2022-04-19 13:52:56 main:574] : INFO : Epoch 1595 | loss: 0.0311927 | val_loss: 0.0311927 | Time: 1112.09 ms [2022-04-19 13:52:57 main:574] : INFO : Epoch 1596 | loss: 0.0311905 | val_loss: 0.0311902 | Time: 1112.76 ms [2022-04-19 13:52:58 main:574] : INFO : Epoch 1597 | loss: 0.0311913 | val_loss: 0.0311859 | Time: 1111.82 ms [2022-04-19 13:53:00 main:574] : INFO : Epoch 1598 | loss: 0.0311927 | val_loss: 0.0311918 | Time: 1115.42 ms [2022-04-19 13:53:01 main:574] : INFO : Epoch 1599 | loss: 0.0311922 | val_loss: 0.0311868 | Time: 1111.11 ms [2022-04-19 13:53:02 main:574] : INFO : Epoch 1600 | loss: 0.0311928 | val_loss: 0.0311906 | Time: 1108.86 ms [2022-04-19 13:53:03 main:574] : INFO : Epoch 1601 | loss: 0.0311907 | val_loss: 0.0311899 | Time: 1112.9 ms [2022-04-19 13:53:04 main:574] : INFO : Epoch 1602 | loss: 0.0311887 | val_loss: 0.0311854 | Time: 1111.12 ms [2022-04-19 13:53:06 main:574] : INFO : Epoch 1603 | loss: 0.0311883 | val_loss: 0.0311994 | Time: 1108.56 ms [2022-04-19 13:53:07 main:574] : INFO : Epoch 1604 | loss: 0.0311909 | val_loss: 0.0311979 | Time: 1107.91 ms [2022-04-19 13:53:08 main:574] : INFO : Epoch 1605 | loss: 0.0311951 | val_loss: 0.0312005 | Time: 1112.56 ms [2022-04-19 13:53:09 main:574] : INFO : Epoch 1606 | loss: 0.0311902 | val_loss: 0.031188 | Time: 1115.09 ms [2022-04-19 13:53:11 main:574] : INFO : Epoch 1607 | loss: 0.0311888 | val_loss: 0.0311875 | Time: 1115.61 ms [2022-04-19 13:53:12 main:574] : INFO : Epoch 1608 | loss: 0.0311902 | val_loss: 0.0311903 | Time: 1111.02 ms [2022-04-19 13:53:13 main:574] : INFO : Epoch 1609 | loss: 0.0311907 | val_loss: 0.0311855 | Time: 1112.1 ms [2022-04-19 13:53:14 main:574] : INFO : Epoch 1610 | loss: 0.0311906 | val_loss: 0.031187 | Time: 1111.4 ms [2022-04-19 13:53:15 main:574] : INFO : Epoch 1611 | loss: 0.0311963 | val_loss: 0.0311933 | Time: 1110.46 ms [2022-04-19 13:53:16 main:574] : INFO : Epoch 1612 | loss: 0.0311901 | val_loss: 0.031186 | Time: 1112.62 ms [2022-04-19 13:53:18 main:574] : INFO : Epoch 1613 | loss: 0.0311901 | val_loss: 0.0312001 | Time: 1109.83 ms [2022-04-19 13:53:19 main:574] : INFO : Epoch 1614 | loss: 0.0311966 | val_loss: 0.0311892 | Time: 1115.11 ms [2022-04-19 13:53:20 main:574] : INFO : Epoch 1615 | loss: 0.0311895 | val_loss: 0.0311872 | Time: 1113.98 ms [2022-04-19 13:53:21 main:574] : INFO : Epoch 1616 | loss: 0.0311882 | val_loss: 0.0311853 | Time: 1109.49 ms [2022-04-19 13:53:22 main:574] : INFO : Epoch 1617 | loss: 0.0311879 | val_loss: 0.031187 | Time: 1109.98 ms [2022-04-19 13:53:24 main:574] : INFO : Epoch 1618 | loss: 0.03119 | val_loss: 0.0312028 | Time: 1114.39 ms [2022-04-19 13:53:25 main:574] : INFO : Epoch 1619 | loss: 0.0311927 | val_loss: 0.0311869 | Time: 1116.87 ms [2022-04-19 13:53:26 main:574] : INFO : Epoch 1620 | loss: 0.0311879 | val_loss: 0.0311853 | Time: 1114.79 ms [2022-04-19 13:53:27 main:574] : INFO : Epoch 1621 | loss: 0.031189 | val_loss: 0.0311865 | Time: 1109.88 ms [2022-04-19 13:53:28 main:574] : INFO : Epoch 1622 | loss: 0.0311922 | val_loss: 0.0311891 | Time: 1110.23 ms [2022-04-19 13:53:30 main:574] : INFO : Epoch 1623 | loss: 0.0311875 | val_loss: 0.0311865 | Time: 1110.27 ms [2022-04-19 13:53:31 main:574] : INFO : Epoch 1624 | loss: 0.0311892 | val_loss: 0.0311889 | Time: 1109.95 ms [2022-04-19 13:53:32 main:574] : INFO : Epoch 1625 | loss: 0.0311904 | val_loss: 0.031186 | Time: 1108.24 ms [2022-04-19 13:53:33 main:574] : INFO : Epoch 1626 | loss: 0.0311861 | val_loss: 0.0311852 | Time: 1111.65 ms [2022-04-19 13:53:34 main:574] : INFO : Epoch 1627 | loss: 0.0311888 | val_loss: 0.0311921 | Time: 1114.1 ms [2022-04-19 13:53:36 main:574] : INFO : Epoch 1628 | loss: 0.0311938 | val_loss: 0.0311947 | Time: 1110.25 ms [2022-04-19 13:53:37 main:574] : INFO : Epoch 1629 | loss: 0.031189 | val_loss: 0.0311855 | Time: 1111.16 ms [2022-04-19 13:53:38 main:574] : INFO : Epoch 1630 | loss: 0.0311868 | val_loss: 0.0311854 | Time: 1112.3 ms [2022-04-19 13:53:39 main:574] : INFO : Epoch 1631 | loss: 0.0311898 | val_loss: 0.0312068 | Time: 1110.21 ms [2022-04-19 13:53:40 main:574] : INFO : Epoch 1632 | loss: 0.0311994 | val_loss: 0.0311903 | Time: 1114.39 ms [2022-04-19 13:53:41 main:574] : INFO : Epoch 1633 | loss: 0.0311903 | val_loss: 0.0311906 | Time: 1111.43 ms [2022-04-19 13:53:43 main:574] : INFO : Epoch 1634 | loss: 0.0311866 | val_loss: 0.0311852 | Time: 1110.35 ms [2022-04-19 13:53:44 main:574] : INFO : Epoch 1635 | loss: 0.031188 | val_loss: 0.0311889 | Time: 1111.28 ms [2022-04-19 13:53:45 main:574] : INFO : Epoch 1636 | loss: 0.0311878 | val_loss: 0.0311856 | Time: 1110.72 ms [2022-04-19 13:53:46 main:574] : INFO : Epoch 1637 | loss: 0.0311894 | val_loss: 0.0311935 | Time: 1110.1 ms [2022-04-19 13:53:48 main:574] : INFO : Epoch 1638 | loss: 0.0311901 | val_loss: 0.0311872 | Time: 1109.61 ms [2022-04-19 13:53:49 main:574] : INFO : Epoch 1639 | loss: 0.0311879 | val_loss: 0.0311906 | Time: 1112.33 ms [2022-04-19 13:53:50 main:574] : INFO : Epoch 1640 | loss: 0.0311894 | val_loss: 0.0311928 | Time: 1111.96 ms [2022-04-19 13:53:51 main:574] : INFO : Epoch 1641 | loss: 0.0311876 | val_loss: 0.031189 | Time: 1112.88 ms [2022-04-19 13:53:52 main:574] : INFO : Epoch 1642 | loss: 0.0311907 | val_loss: 0.0311929 | Time: 1108.41 ms [2022-04-19 13:53:54 main:574] : INFO : Epoch 1643 | loss: 0.0311903 | val_loss: 0.0311887 | Time: 1108.61 ms [2022-04-19 13:53:55 main:574] : INFO : Epoch 1644 | loss: 0.0311871 | val_loss: 0.0311859 | Time: 1110.69 ms [2022-04-19 13:53:56 main:574] : INFO : Epoch 1645 | loss: 0.0311886 | val_loss: 0.0311859 | Time: 1113.73 ms [2022-04-19 13:53:57 main:574] : INFO : Epoch 1646 | loss: 0.0311938 | val_loss: 0.0311924 | Time: 1109.35 ms [2022-04-19 13:53:58 main:574] : INFO : Epoch 1647 | loss: 0.0311885 | val_loss: 0.03119 | Time: 1108.68 ms [2022-04-19 13:54:00 main:574] : INFO : Epoch 1648 | loss: 0.0311874 | val_loss: 0.0311884 | Time: 1111.57 ms [2022-04-19 13:54:01 main:574] : INFO : Epoch 1649 | loss: 0.0311867 | val_loss: 0.0311852 | Time: 1109.13 ms [2022-04-19 13:54:02 main:574] : INFO : Epoch 1650 | loss: 0.0311871 | val_loss: 0.0311863 | Time: 1110.38 ms [2022-04-19 13:54:03 main:574] : INFO : Epoch 1651 | loss: 0.031185 | val_loss: 0.0311921 | Time: 1110.21 ms [2022-04-19 13:54:04 main:574] : INFO : Epoch 1652 | loss: 0.0311875 | val_loss: 0.0311862 | Time: 1110.74 ms [2022-04-19 13:54:06 main:574] : INFO : Epoch 1653 | loss: 0.0311849 | val_loss: 0.0311883 | Time: 1113.82 ms [2022-04-19 13:54:07 main:574] : INFO : Epoch 1654 | loss: 0.0311859 | val_loss: 0.0311867 | Time: 1109.64 ms [2022-04-19 13:54:08 main:574] : INFO : Epoch 1655 | loss: 0.031191 | val_loss: 0.031187 | Time: 1110 ms [2022-04-19 13:54:09 main:574] : INFO : Epoch 1656 | loss: 0.0311871 | val_loss: 0.0311874 | Time: 1110.14 ms [2022-04-19 13:54:10 main:574] : INFO : Epoch 1657 | loss: 0.031186 | val_loss: 0.0311864 | Time: 1116.08 ms [2022-04-19 13:54:11 main:574] : INFO : Epoch 1658 | loss: 0.031185 | val_loss: 0.0311899 | Time: 1109.96 ms [2022-04-19 13:54:13 main:574] : INFO : Epoch 1659 | loss: 0.0311873 | val_loss: 0.0311891 | Time: 1112.51 ms [2022-04-19 13:54:14 main:574] : INFO : Epoch 1660 | loss: 0.0311881 | val_loss: 0.0311869 | Time: 1109.22 ms [2022-04-19 13:54:15 main:574] : INFO : Epoch 1661 | loss: 0.031188 | val_loss: 0.0311885 | Time: 1109.1 ms [2022-04-19 13:54:16 main:574] : INFO : Epoch 1662 | loss: 0.0311895 | val_loss: 0.031191 | Time: 1108.86 ms [2022-04-19 13:54:18 main:574] : INFO : Epoch 1663 | loss: 0.0311907 | val_loss: 0.0311914 | Time: 1112.5 ms [2022-04-19 13:54:19 main:574] : INFO : Epoch 1664 | loss: 0.031187 | val_loss: 0.0311865 | Time: 1110.03 ms [2022-04-19 13:54:20 main:574] : INFO : Epoch 1665 | loss: 0.0311882 | val_loss: 0.0311868 | Time: 1107.33 ms [2022-04-19 13:54:21 main:574] : INFO : Epoch 1666 | loss: 0.0311865 | val_loss: 0.0311853 | Time: 1111.72 ms [2022-04-19 13:54:22 main:574] : INFO : Epoch 1667 | loss: 0.0311856 | val_loss: 0.0311857 | Time: 1111.57 ms [2022-04-19 13:54:23 main:574] : INFO : Epoch 1668 | loss: 0.0311878 | val_loss: 0.0311887 | Time: 1107.94 ms [2022-04-19 13:54:25 main:574] : INFO : Epoch 1669 | loss: 0.0311872 | val_loss: 0.0311867 | Time: 1111.7 ms [2022-04-19 13:54:26 main:574] : INFO : Epoch 1670 | loss: 0.0311857 | val_loss: 0.0311858 | Time: 1108.38 ms [2022-04-19 13:54:27 main:574] : INFO : Epoch 1671 | loss: 0.0311852 | val_loss: 0.0311885 | Time: 1112.07 ms [2022-04-19 13:54:28 main:574] : INFO : Epoch 1672 | loss: 0.0311873 | val_loss: 0.0312006 | Time: 1109.45 ms [2022-04-19 13:54:29 main:574] : INFO : Epoch 1673 | loss: 0.0311946 | val_loss: 0.0311875 | Time: 1110.78 ms [2022-04-19 13:54:31 main:574] : INFO : Epoch 1674 | loss: 0.0311904 | val_loss: 0.0311897 | Time: 1110.64 ms [2022-04-19 13:54:32 main:574] : INFO : Epoch 1675 | loss: 0.0311882 | val_loss: 0.0311879 | Time: 1114.93 ms [2022-04-19 13:54:33 main:574] : INFO : Epoch 1676 | loss: 0.0311916 | val_loss: 0.0311944 | Time: 1108.21 ms [2022-04-19 13:54:34 main:574] : INFO : Epoch 1677 | loss: 0.0311885 | val_loss: 0.0311904 | Time: 1111.54 ms [2022-04-19 13:54:35 main:574] : INFO : Epoch 1678 | loss: 0.0311939 | val_loss: 0.0311931 | Time: 1110.3 ms [2022-04-19 13:54:37 main:574] : INFO : Epoch 1679 | loss: 0.0311909 | val_loss: 0.0311867 | Time: 1110.85 ms [2022-04-19 13:54:38 main:574] : INFO : Epoch 1680 | loss: 0.0311865 | val_loss: 0.031188 | Time: 1108.96 ms [2022-04-19 13:54:39 main:574] : INFO : Epoch 1681 | loss: 0.0311864 | val_loss: 0.0311858 | Time: 1109.69 ms [2022-04-19 13:54:40 main:574] : INFO : Epoch 1682 | loss: 0.0311854 | val_loss: 0.0311864 | Time: 1113.66 ms [2022-04-19 13:54:41 main:574] : INFO : Epoch 1683 | loss: 0.0311858 | val_loss: 0.0311863 | Time: 1112.96 ms [2022-04-19 13:54:43 main:574] : INFO : Epoch 1684 | loss: 0.0311843 | val_loss: 0.0311856 | Time: 1112.93 ms [2022-04-19 13:54:44 main:574] : INFO : Epoch 1685 | loss: 0.0311849 | val_loss: 0.0311892 | Time: 1113.74 ms [2022-04-19 13:54:45 main:574] : INFO : Epoch 1686 | loss: 0.031185 | val_loss: 0.0311862 | Time: 1111.55 ms [2022-04-19 13:54:46 main:574] : INFO : Epoch 1687 | loss: 0.031184 | val_loss: 0.0311857 | Time: 1111.67 ms [2022-04-19 13:54:47 main:574] : INFO : Epoch 1688 | loss: 0.0311904 | val_loss: 0.0311872 | Time: 1111.89 ms [2022-04-19 13:54:49 main:574] : INFO : Epoch 1689 | loss: 0.0311853 | val_loss: 0.0311859 | Time: 1106.71 ms [2022-04-19 13:54:50 main:574] : INFO : Epoch 1690 | loss: 0.0311853 | val_loss: 0.0311868 | Time: 1115.26 ms [2022-04-19 13:54:51 main:574] : INFO : Epoch 1691 | loss: 0.0311907 | val_loss: 0.0311902 | Time: 1110.69 ms [2022-04-19 13:54:52 main:574] : INFO : Epoch 1692 | loss: 0.0311865 | val_loss: 0.0311886 | Time: 1114.98 ms [2022-04-19 13:54:53 main:574] : INFO : Epoch 1693 | loss: 0.0311866 | val_loss: 0.0311952 | Time: 1114.34 ms [2022-04-19 13:54:55 main:574] : INFO : Epoch 1694 | loss: 0.0311878 | val_loss: 0.0311918 | Time: 1109.53 ms [2022-04-19 13:54:56 main:574] : INFO : Epoch 1695 | loss: 0.0311865 | val_loss: 0.031191 | Time: 1110.58 ms [2022-04-19 13:54:57 main:574] : INFO : Epoch 1696 | loss: 0.0311899 | val_loss: 0.0312008 | Time: 1111.81 ms [2022-04-19 13:54:58 main:574] : INFO : Epoch 1697 | loss: 0.0311874 | val_loss: 0.0311854 | Time: 1112.76 ms [2022-04-19 13:55:00 main:574] : INFO : Epoch 1698 | loss: 0.0311846 | val_loss: 0.0311885 | Time: 1114.02 ms [2022-04-19 13:55:01 main:574] : INFO : Epoch 1699 | loss: 0.0311864 | val_loss: 0.0311893 | Time: 1114.54 ms [2022-04-19 13:55:02 main:574] : INFO : Epoch 1700 | loss: 0.0311857 | val_loss: 0.0311849 | Time: 1108.25 ms [2022-04-19 13:55:03 main:574] : INFO : Epoch 1701 | loss: 0.0311837 | val_loss: 0.0311857 | Time: 1111.48 ms [2022-04-19 13:55:04 main:574] : INFO : Epoch 1702 | loss: 0.0311838 | val_loss: 0.0311851 | Time: 1110.92 ms [2022-04-19 13:55:05 main:574] : INFO : Epoch 1703 | loss: 0.031185 | val_loss: 0.0311851 | Time: 1112.26 ms [2022-04-19 13:55:07 main:574] : INFO : Epoch 1704 | loss: 0.0311832 | val_loss: 0.0311847 | Time: 1111.29 ms [2022-04-19 13:55:08 main:574] : INFO : Epoch 1705 | loss: 0.0311863 | val_loss: 0.0311869 | Time: 1111.24 ms [2022-04-19 13:55:09 main:574] : INFO : Epoch 1706 | loss: 0.031186 | val_loss: 0.0311849 | Time: 1112.61 ms [2022-04-19 13:55:10 main:574] : INFO : Epoch 1707 | loss: 0.0311873 | val_loss: 0.0312029 | Time: 1114.12 ms [2022-04-19 13:55:11 main:574] : INFO : Epoch 1708 | loss: 0.0311983 | val_loss: 0.0311875 | Time: 1108.92 ms [2022-04-19 13:55:13 main:574] : INFO : Epoch 1709 | loss: 0.0311877 | val_loss: 0.0311888 | Time: 1111.09 ms [2022-04-19 13:55:14 main:574] : INFO : Epoch 1710 | loss: 0.0311845 | val_loss: 0.0311873 | Time: 1114.72 ms [2022-04-19 13:55:15 main:574] : INFO : Epoch 1711 | loss: 0.0311838 | val_loss: 0.0311862 | Time: 1111.32 ms [2022-04-19 13:55:16 main:574] : INFO : Epoch 1712 | loss: 0.0311855 | val_loss: 0.0311902 | Time: 1115.43 ms [2022-04-19 13:55:17 main:574] : INFO : Epoch 1713 | loss: 0.0311841 | val_loss: 0.031188 | Time: 1109.09 ms [2022-04-19 13:55:19 main:574] : INFO : Epoch 1714 | loss: 0.0311832 | val_loss: 0.0311848 | Time: 1111.73 ms [2022-04-19 13:55:20 main:574] : INFO : Epoch 1715 | loss: 0.0311826 | val_loss: 0.0311839 | Time: 1109.28 ms [2022-04-19 13:55:21 main:574] : INFO : Epoch 1716 | loss: 0.0311841 | val_loss: 0.0311899 | Time: 1111.19 ms [2022-04-19 13:55:22 main:574] : INFO : Epoch 1717 | loss: 0.0311849 | val_loss: 0.0311845 | Time: 1110.75 ms [2022-04-19 13:55:23 main:574] : INFO : Epoch 1718 | loss: 0.0311831 | val_loss: 0.0311887 | Time: 1108.56 ms [2022-04-19 13:55:25 main:574] : INFO : Epoch 1719 | loss: 0.0311839 | val_loss: 0.0311838 | Time: 1110.47 ms [2022-04-19 13:55:26 main:574] : INFO : Epoch 1720 | loss: 0.0311817 | val_loss: 0.0311842 | Time: 1110.15 ms [2022-04-19 13:55:27 main:574] : INFO : Epoch 1721 | loss: 0.0311832 | val_loss: 0.0311893 | Time: 1112.74 ms [2022-04-19 13:55:28 main:574] : INFO : Epoch 1722 | loss: 0.0311897 | val_loss: 0.0311868 | Time: 1108.86 ms [2022-04-19 13:55:29 main:574] : INFO : Epoch 1723 | loss: 0.0311847 | val_loss: 0.0311847 | Time: 1113.15 ms [2022-04-19 13:55:31 main:574] : INFO : Epoch 1724 | loss: 0.0311824 | val_loss: 0.0311864 | Time: 1109.56 ms [2022-04-19 13:55:32 main:574] : INFO : Epoch 1725 | loss: 0.0311852 | val_loss: 0.0311845 | Time: 1111.89 ms [2022-04-19 13:55:33 main:574] : INFO : Epoch 1726 | loss: 0.0311837 | val_loss: 0.0311879 | Time: 1111.1 ms [2022-04-19 13:55:34 main:574] : INFO : Epoch 1727 | loss: 0.0311827 | val_loss: 0.0311878 | Time: 1229.83 ms [2022-04-19 13:55:36 main:574] : INFO : Epoch 1728 | loss: 0.0311859 | val_loss: 0.0311916 | Time: 1303.58 ms [2022-04-19 13:55:37 main:574] : INFO : Epoch 1729 | loss: 0.0311841 | val_loss: 0.0311881 | Time: 1291.74 ms [2022-04-19 13:55:38 main:574] : INFO : Epoch 1730 | loss: 0.0311831 | val_loss: 0.0311843 | Time: 1183.19 ms [2022-04-19 13:55:39 main:574] : INFO : Epoch 1731 | loss: 0.0311828 | val_loss: 0.0311845 | Time: 1214.28 ms [2022-04-19 13:55:41 main:574] : INFO : Epoch 1732 | loss: 0.0311811 | val_loss: 0.0311893 | Time: 1211.66 ms [2022-04-19 13:55:42 main:574] : INFO : Epoch 1733 | loss: 0.031184 | val_loss: 0.0311853 | Time: 1128.26 ms [2022-04-19 13:55:43 main:574] : INFO : Epoch 1734 | loss: 0.0311837 | val_loss: 0.0311933 | Time: 1114.02 ms [2022-04-19 13:55:44 main:574] : INFO : Epoch 1735 | loss: 0.0311856 | val_loss: 0.0311861 | Time: 1109.11 ms [2022-04-19 13:55:45 main:574] : INFO : Epoch 1736 | loss: 0.0311844 | val_loss: 0.0311986 | Time: 1113.34 ms [2022-04-19 13:55:46 main:574] : INFO : Epoch 1737 | loss: 0.031186 | val_loss: 0.0311853 | Time: 1116.84 ms [2022-04-19 13:55:48 main:574] : INFO : Epoch 1738 | loss: 0.0311823 | val_loss: 0.0311844 | Time: 1113.04 ms [2022-04-19 13:55:49 main:574] : INFO : Epoch 1739 | loss: 0.0311823 | val_loss: 0.0311898 | Time: 1114.07 ms [2022-04-19 13:55:50 main:574] : INFO : Epoch 1740 | loss: 0.0311834 | val_loss: 0.0311857 | Time: 1122.58 ms [2022-04-19 13:55:51 main:574] : INFO : Epoch 1741 | loss: 0.0311873 | val_loss: 0.031187 | Time: 1113.77 ms [2022-04-19 13:55:52 main:574] : INFO : Epoch 1742 | loss: 0.0311838 | val_loss: 0.0311851 | Time: 1113.22 ms [2022-04-19 13:55:53 main:574] : INFO : Epoch 1743 | loss: 0.0311807 | val_loss: 0.0311862 | Time: 1111.85 ms [2022-04-19 13:55:55 main:574] : INFO : Epoch 1744 | loss: 0.0311815 | val_loss: 0.0311881 | Time: 1114.1 ms [2022-04-19 13:55:56 main:574] : INFO : Epoch 1745 | loss: 0.0311846 | val_loss: 0.03119 | Time: 1107.43 ms [2022-04-19 13:55:57 main:574] : INFO : Epoch 1746 | loss: 0.0311831 | val_loss: 0.0311844 | Time: 1110.92 ms [2022-04-19 13:55:58 main:574] : INFO : Epoch 1747 | loss: 0.0311815 | val_loss: 0.0311921 | Time: 1114.2 ms [2022-04-19 13:56:00 main:574] : INFO : Epoch 1748 | loss: 0.0311861 | val_loss: 0.0311849 | Time: 1113.72 ms [2022-04-19 13:56:01 main:574] : INFO : Epoch 1749 | loss: 0.0311817 | val_loss: 0.0311845 | Time: 1115.49 ms [2022-04-19 13:56:02 main:574] : INFO : Epoch 1750 | loss: 0.0311814 | val_loss: 0.0311904 | Time: 1111.78 ms [2022-04-19 13:56:03 main:574] : INFO : Epoch 1751 | loss: 0.0311825 | val_loss: 0.0311855 | Time: 1108.94 ms [2022-04-19 13:56:04 main:574] : INFO : Epoch 1752 | loss: 0.0311809 | val_loss: 0.0311849 | Time: 1110.98 ms [2022-04-19 13:56:05 main:574] : INFO : Epoch 1753 | loss: 0.0311814 | val_loss: 0.0311858 | Time: 1110.73 ms [2022-04-19 13:56:07 main:574] : INFO : Epoch 1754 | loss: 0.0311803 | val_loss: 0.0311845 | Time: 1112.67 ms [2022-04-19 13:56:08 main:574] : INFO : Epoch 1755 | loss: 0.0311832 | val_loss: 0.0311911 | Time: 1116.03 ms [2022-04-19 13:56:09 main:574] : INFO : Epoch 1756 | loss: 0.0311845 | val_loss: 0.0311856 | Time: 1111.41 ms [2022-04-19 13:56:10 main:574] : INFO : Epoch 1757 | loss: 0.0311807 | val_loss: 0.0311834 | Time: 1115.08 ms [2022-04-19 13:56:11 main:574] : INFO : Epoch 1758 | loss: 0.0311839 | val_loss: 0.0311864 | Time: 1110.98 ms [2022-04-19 13:56:12 main:574] : INFO : Epoch 1759 | loss: 0.0311842 | val_loss: 0.0311848 | Time: 1111.28 ms [2022-04-19 13:56:14 main:574] : INFO : Epoch 1760 | loss: 0.0311838 | val_loss: 0.0311905 | Time: 1112.05 ms [2022-04-19 13:56:15 main:574] : INFO : Epoch 1761 | loss: 0.0311832 | val_loss: 0.0311861 | Time: 1113.37 ms [2022-04-19 13:56:16 main:574] : INFO : Epoch 1762 | loss: 0.0311867 | val_loss: 0.0311846 | Time: 1112.52 ms [2022-04-19 13:56:17 main:574] : INFO : Epoch 1763 | loss: 0.0311822 | val_loss: 0.0311837 | Time: 1118.36 ms [2022-04-19 13:56:18 main:574] : INFO : Epoch 1764 | loss: 0.031183 | val_loss: 0.0311831 | Time: 1112.41 ms [2022-04-19 13:56:19 main:574] : INFO : Epoch 1765 | loss: 0.0311829 | val_loss: 0.0311831 | Time: 1113.79 ms [2022-04-19 13:56:21 main:574] : INFO : Epoch 1766 | loss: 0.0311838 | val_loss: 0.0311853 | Time: 1112.82 ms [2022-04-19 13:56:22 main:574] : INFO : Epoch 1767 | loss: 0.0311848 | val_loss: 0.031183 | Time: 1113.85 ms [2022-04-19 13:56:23 main:574] : INFO : Epoch 1768 | loss: 0.0311898 | val_loss: 0.031198 | Time: 1113.5 ms [2022-04-19 13:56:24 main:574] : INFO : Epoch 1769 | loss: 0.031188 | val_loss: 0.0311827 | Time: 1112.66 ms [2022-04-19 13:56:25 main:574] : INFO : Epoch 1770 | loss: 0.0311846 | val_loss: 0.0311826 | Time: 1113.74 ms [2022-04-19 13:56:27 main:574] : INFO : Epoch 1771 | loss: 0.031183 | val_loss: 0.0311824 | Time: 1112.77 ms [2022-04-19 13:56:28 main:574] : INFO : Epoch 1772 | loss: 0.0311879 | val_loss: 0.0311842 | Time: 1114.68 ms [2022-04-19 13:56:29 main:574] : INFO : Epoch 1773 | loss: 0.0311839 | val_loss: 0.031183 | Time: 1116.99 ms [2022-04-19 13:56:30 main:574] : INFO : Epoch 1774 | loss: 0.0311852 | val_loss: 0.0311836 | Time: 1114.09 ms [2022-04-19 13:56:31 main:574] : INFO : Epoch 1775 | loss: 0.0311839 | val_loss: 0.0311816 | Time: 1109.73 ms [2022-04-19 13:56:32 main:574] : INFO : Epoch 1776 | loss: 0.0311851 | val_loss: 0.0311839 | Time: 1110.84 ms [2022-04-19 13:56:34 main:574] : INFO : Epoch 1777 | loss: 0.0311833 | val_loss: 0.0311825 | Time: 1113.63 ms [2022-04-19 13:56:35 main:574] : INFO : Epoch 1778 | loss: 0.031183 | val_loss: 0.0311821 | Time: 1112.96 ms [2022-04-19 13:56:36 main:574] : INFO : Epoch 1779 | loss: 0.0311867 | val_loss: 0.0311878 | Time: 1112.53 ms [2022-04-19 13:56:37 main:574] : INFO : Epoch 1780 | loss: 0.0311861 | val_loss: 0.031195 | Time: 1112.6 ms [2022-04-19 13:56:38 main:574] : INFO : Epoch 1781 | loss: 0.0311879 | val_loss: 0.0311846 | Time: 1113.49 ms [2022-04-19 13:56:40 main:574] : INFO : Epoch 1782 | loss: 0.0311819 | val_loss: 0.031182 | Time: 1115.7 ms [2022-04-19 13:56:41 main:574] : INFO : Epoch 1783 | loss: 0.0311803 | val_loss: 0.031182 | Time: 1116.02 ms [2022-04-19 13:56:42 main:574] : INFO : Epoch 1784 | loss: 0.0311797 | val_loss: 0.0311805 | Time: 1114.99 ms [2022-04-19 13:56:43 main:574] : INFO : Epoch 1785 | loss: 0.0311797 | val_loss: 0.0311817 | Time: 1113.43 ms [2022-04-19 13:56:44 main:574] : INFO : Epoch 1786 | loss: 0.0311801 | val_loss: 0.0311825 | Time: 1115.56 ms [2022-04-19 13:56:45 main:574] : INFO : Epoch 1787 | loss: 0.0311809 | val_loss: 0.0311815 | Time: 1114.31 ms [2022-04-19 13:56:47 main:574] : INFO : Epoch 1788 | loss: 0.0311796 | val_loss: 0.0311817 | Time: 1130.74 ms [2022-04-19 13:56:48 main:574] : INFO : Epoch 1789 | loss: 0.0311806 | val_loss: 0.0311846 | Time: 1129.32 ms [2022-04-19 13:56:49 main:574] : INFO : Epoch 1790 | loss: 0.0311794 | val_loss: 0.0311815 | Time: 1109.28 ms [2022-04-19 13:56:50 main:574] : INFO : Epoch 1791 | loss: 0.0311825 | val_loss: 0.0311883 | Time: 1109.54 ms [2022-04-19 13:56:52 main:574] : INFO : Epoch 1792 | loss: 0.031182 | val_loss: 0.031182 | Time: 1108.81 ms [2022-04-19 13:56:53 main:574] : INFO : Epoch 1793 | loss: 0.0311806 | val_loss: 0.0311817 | Time: 1109.03 ms [2022-04-19 13:56:54 main:574] : INFO : Epoch 1794 | loss: 0.0311802 | val_loss: 0.0311825 | Time: 1111.75 ms [2022-04-19 13:56:55 main:574] : INFO : Epoch 1795 | loss: 0.0311811 | val_loss: 0.0311824 | Time: 1111.18 ms [2022-04-19 13:56:56 main:574] : INFO : Epoch 1796 | loss: 0.0311807 | val_loss: 0.0311828 | Time: 1110.79 ms [2022-04-19 13:56:57 main:574] : INFO : Epoch 1797 | loss: 0.0311802 | val_loss: 0.0311816 | Time: 1110.16 ms [2022-04-19 13:56:59 main:574] : INFO : Epoch 1798 | loss: 0.0311802 | val_loss: 0.0311844 | Time: 1112.27 ms [2022-04-19 13:57:00 main:574] : INFO : Epoch 1799 | loss: 0.0311802 | val_loss: 0.0311802 | Time: 1111.63 ms [2022-04-19 13:57:01 main:574] : INFO : Epoch 1800 | loss: 0.0311806 | val_loss: 0.0311829 | Time: 1107.69 ms [2022-04-19 13:57:02 main:574] : INFO : Epoch 1801 | loss: 0.031179 | val_loss: 0.0311805 | Time: 1113.28 ms [2022-04-19 13:57:03 main:574] : INFO : Epoch 1802 | loss: 0.03118 | val_loss: 0.0311813 | Time: 1113.97 ms [2022-04-19 13:57:04 main:574] : INFO : Epoch 1803 | loss: 0.0311879 | val_loss: 0.0311828 | Time: 1111 ms [2022-04-19 13:57:06 main:574] : INFO : Epoch 1804 | loss: 0.0311791 | val_loss: 0.0311811 | Time: 1110.43 ms [2022-04-19 13:57:07 main:574] : INFO : Epoch 1805 | loss: 0.0311794 | val_loss: 0.0311908 | Time: 1113.03 ms [2022-04-19 13:57:08 main:574] : INFO : Epoch 1806 | loss: 0.0311803 | val_loss: 0.0311799 | Time: 1110.03 ms [2022-04-19 13:57:09 main:574] : INFO : Epoch 1807 | loss: 0.0311795 | val_loss: 0.0311843 | Time: 1111.33 ms [2022-04-19 13:57:11 main:574] : INFO : Epoch 1808 | loss: 0.0311794 | val_loss: 0.0311797 | Time: 1115.25 ms [2022-04-19 13:57:12 main:574] : INFO : Epoch 1809 | loss: 0.0311788 | val_loss: 0.0311799 | Time: 1110.55 ms [2022-04-19 13:57:13 main:574] : INFO : Epoch 1810 | loss: 0.031179 | val_loss: 0.0311814 | Time: 1111.58 ms [2022-04-19 13:57:14 main:574] : INFO : Epoch 1811 | loss: 0.0311785 | val_loss: 0.0311827 | Time: 1117.87 ms [2022-04-19 13:57:15 main:574] : INFO : Epoch 1812 | loss: 0.0311807 | val_loss: 0.0311813 | Time: 1108.12 ms [2022-04-19 13:57:17 main:574] : INFO : Epoch 1813 | loss: 0.0311798 | val_loss: 0.031182 | Time: 1114.48 ms [2022-04-19 13:57:18 main:574] : INFO : Epoch 1814 | loss: 0.0311809 | val_loss: 0.0311824 | Time: 1110.01 ms [2022-04-19 13:57:19 main:574] : INFO : Epoch 1815 | loss: 0.0311803 | val_loss: 0.031191 | Time: 1111.3 ms [2022-04-19 13:57:20 main:574] : INFO : Epoch 1816 | loss: 0.0311805 | val_loss: 0.0311807 | Time: 1112.2 ms [2022-04-19 13:57:21 main:574] : INFO : Epoch 1817 | loss: 0.03118 | val_loss: 0.0311819 | Time: 1109.01 ms [2022-04-19 13:57:22 main:574] : INFO : Epoch 1818 | loss: 0.0311822 | val_loss: 0.0311828 | Time: 1111.11 ms [2022-04-19 13:57:24 main:574] : INFO : Epoch 1819 | loss: 0.0311828 | val_loss: 0.0311819 | Time: 1114.79 ms [2022-04-19 13:57:25 main:574] : INFO : Epoch 1820 | loss: 0.0311837 | val_loss: 0.0311826 | Time: 1111.49 ms [2022-04-19 13:57:26 main:574] : INFO : Epoch 1821 | loss: 0.0311831 | val_loss: 0.0311817 | Time: 1108.49 ms [2022-04-19 13:57:27 main:574] : INFO : Epoch 1822 | loss: 0.0311816 | val_loss: 0.0311819 | Time: 1112.65 ms [2022-04-19 13:57:29 main:574] : INFO : Epoch 1823 | loss: 0.0311815 | val_loss: 0.0311814 | Time: 1113.11 ms [2022-04-19 13:57:30 main:574] : INFO : Epoch 1824 | loss: 0.031181 | val_loss: 0.0311822 | Time: 1111.07 ms [2022-04-19 13:57:31 main:574] : INFO : Epoch 1825 | loss: 0.0311833 | val_loss: 0.0311834 | Time: 1113.64 ms [2022-04-19 13:57:32 main:574] : INFO : Epoch 1826 | loss: 0.0311827 | val_loss: 0.0311854 | Time: 1117.46 ms [2022-04-19 13:57:33 main:574] : INFO : Epoch 1827 | loss: 0.0311826 | val_loss: 0.0311816 | Time: 1111.52 ms [2022-04-19 13:57:35 main:574] : INFO : Epoch 1828 | loss: 0.0311843 | val_loss: 0.0311833 | Time: 1110.15 ms [2022-04-19 13:57:36 main:574] : INFO : Epoch 1829 | loss: 0.031182 | val_loss: 0.0311812 | Time: 1111.9 ms [2022-04-19 13:57:37 main:574] : INFO : Epoch 1830 | loss: 0.0311806 | val_loss: 0.0311813 | Time: 1111.53 ms [2022-04-19 13:57:38 main:574] : INFO : Epoch 1831 | loss: 0.0311815 | val_loss: 0.0311824 | Time: 1110.26 ms [2022-04-19 13:57:39 main:574] : INFO : Epoch 1832 | loss: 0.0311796 | val_loss: 0.0311811 | Time: 1110.73 ms [2022-04-19 13:57:40 main:574] : INFO : Epoch 1833 | loss: 0.0311808 | val_loss: 0.0311863 | Time: 1121.16 ms [2022-04-19 13:57:42 main:574] : INFO : Epoch 1834 | loss: 0.0311837 | val_loss: 0.0311866 | Time: 1114.08 ms [2022-04-19 13:57:43 main:574] : INFO : Epoch 1835 | loss: 0.0311816 | val_loss: 0.0311844 | Time: 1109.27 ms [2022-04-19 13:57:44 main:574] : INFO : Epoch 1836 | loss: 0.0311806 | val_loss: 0.0311854 | Time: 1111.08 ms [2022-04-19 13:57:45 main:574] : INFO : Epoch 1837 | loss: 0.0311812 | val_loss: 0.0311849 | Time: 1113.32 ms [2022-04-19 13:57:46 main:574] : INFO : Epoch 1838 | loss: 0.0311804 | val_loss: 0.0311843 | Time: 1111.07 ms [2022-04-19 13:57:48 main:574] : INFO : Epoch 1839 | loss: 0.0311812 | val_loss: 0.0311857 | Time: 1109.33 ms [2022-04-19 13:57:49 main:574] : INFO : Epoch 1840 | loss: 0.0311815 | val_loss: 0.0311872 | Time: 1110.41 ms [2022-04-19 13:57:50 main:574] : INFO : Epoch 1841 | loss: 0.0311829 | val_loss: 0.0311823 | Time: 1112.67 ms [2022-04-19 13:57:51 main:574] : INFO : Epoch 1842 | loss: 0.0311796 | val_loss: 0.0311821 | Time: 1115.23 ms [2022-04-19 13:57:52 main:574] : INFO : Epoch 1843 | loss: 0.0311787 | val_loss: 0.0311817 | Time: 1109.95 ms [2022-04-19 13:57:54 main:574] : INFO : Epoch 1844 | loss: 0.0311787 | val_loss: 0.0311829 | Time: 1110.88 ms [2022-04-19 13:57:55 main:574] : INFO : Epoch 1845 | loss: 0.0311803 | val_loss: 0.0311824 | Time: 1112.64 ms [2022-04-19 13:57:56 main:574] : INFO : Epoch 1846 | loss: 0.0311802 | val_loss: 0.0311892 | Time: 1109.56 ms [2022-04-19 13:57:57 main:574] : INFO : Epoch 1847 | loss: 0.0311812 | val_loss: 0.0311837 | Time: 1111.86 ms [2022-04-19 13:57:58 main:574] : INFO : Epoch 1848 | loss: 0.0311789 | val_loss: 0.031182 | Time: 1107.34 ms [2022-04-19 13:58:00 main:574] : INFO : Epoch 1849 | loss: 0.0311799 | val_loss: 0.03119 | Time: 1117.66 ms [2022-04-19 13:58:01 main:574] : INFO : Epoch 1850 | loss: 0.0311855 | val_loss: 0.0311887 | Time: 1110.46 ms [2022-04-19 13:58:02 main:574] : INFO : Epoch 1851 | loss: 0.0311895 | val_loss: 0.0311896 | Time: 1109.55 ms [2022-04-19 13:58:03 main:574] : INFO : Epoch 1852 | loss: 0.0311853 | val_loss: 0.0311796 | Time: 1113.5 ms [2022-04-19 13:58:04 main:574] : INFO : Epoch 1853 | loss: 0.0311826 | val_loss: 0.0311871 | Time: 1111.2 ms [2022-04-19 13:58:06 main:574] : INFO : Epoch 1854 | loss: 0.0311837 | val_loss: 0.0311791 | Time: 1110.55 ms [2022-04-19 13:58:07 main:574] : INFO : Epoch 1855 | loss: 0.0311797 | val_loss: 0.0311788 | Time: 1111.05 ms [2022-04-19 13:58:08 main:574] : INFO : Epoch 1856 | loss: 0.0311792 | val_loss: 0.0311779 | Time: 1112.26 ms [2022-04-19 13:58:09 main:574] : INFO : Epoch 1857 | loss: 0.0311791 | val_loss: 0.0311779 | Time: 1112.15 ms [2022-04-19 13:58:10 main:574] : INFO : Epoch 1858 | loss: 0.0311814 | val_loss: 0.0311824 | Time: 1112.9 ms [2022-04-19 13:58:12 main:574] : INFO : Epoch 1859 | loss: 0.0311816 | val_loss: 0.031182 | Time: 1109.63 ms [2022-04-19 13:58:13 main:574] : INFO : Epoch 1860 | loss: 0.0311797 | val_loss: 0.0311773 | Time: 1113.53 ms [2022-04-19 13:58:14 main:574] : INFO : Epoch 1861 | loss: 0.0311772 | val_loss: 0.0311788 | Time: 1109.62 ms [2022-04-19 13:58:15 main:574] : INFO : Epoch 1862 | loss: 0.0311779 | val_loss: 0.0311796 | Time: 1109.84 ms [2022-04-19 13:58:16 main:574] : INFO : Epoch 1863 | loss: 0.0311782 | val_loss: 0.0311792 | Time: 1111.75 ms [2022-04-19 13:58:18 main:574] : INFO : Epoch 1864 | loss: 0.0311791 | val_loss: 0.031178 | Time: 1111.75 ms [2022-04-19 13:58:19 main:574] : INFO : Epoch 1865 | loss: 0.0311779 | val_loss: 0.0311775 | Time: 1109.34 ms [2022-04-19 13:58:20 main:574] : INFO : Epoch 1866 | loss: 0.0311772 | val_loss: 0.0311772 | Time: 1109.19 ms [2022-04-19 13:58:21 main:574] : INFO : Epoch 1867 | loss: 0.0311759 | val_loss: 0.0311776 | Time: 1111.45 ms [2022-04-19 13:58:22 main:574] : INFO : Epoch 1868 | loss: 0.0311777 | val_loss: 0.0311816 | Time: 1111.32 ms [2022-04-19 13:58:24 main:574] : INFO : Epoch 1869 | loss: 0.031176 | val_loss: 0.0311776 | Time: 1112.89 ms [2022-04-19 13:58:25 main:574] : INFO : Epoch 1870 | loss: 0.0311769 | val_loss: 0.0311775 | Time: 1109.49 ms [2022-04-19 13:58:26 main:574] : INFO : Epoch 1871 | loss: 0.0311775 | val_loss: 0.0311782 | Time: 1110.99 ms [2022-04-19 13:58:27 main:574] : INFO : Epoch 1872 | loss: 0.0311762 | val_loss: 0.0311795 | Time: 1105.85 ms [2022-04-19 13:58:28 main:574] : INFO : Epoch 1873 | loss: 0.0311768 | val_loss: 0.0311819 | Time: 1110.36 ms [2022-04-19 13:58:30 main:574] : INFO : Epoch 1874 | loss: 0.0311772 | val_loss: 0.0311784 | Time: 1111.88 ms [2022-04-19 13:58:31 main:574] : INFO : Epoch 1875 | loss: 0.031176 | val_loss: 0.0311774 | Time: 1111.43 ms [2022-04-19 13:58:32 main:574] : INFO : Epoch 1876 | loss: 0.0311758 | val_loss: 0.0311772 | Time: 1109.14 ms [2022-04-19 13:58:33 main:574] : INFO : Epoch 1877 | loss: 0.0311753 | val_loss: 0.031179 | Time: 1107.62 ms [2022-04-19 13:58:34 main:574] : INFO : Epoch 1878 | loss: 0.0311796 | val_loss: 0.0311829 | Time: 1112.88 ms [2022-04-19 13:58:36 main:574] : INFO : Epoch 1879 | loss: 0.0311803 | val_loss: 0.0311795 | Time: 1118.3 ms [2022-04-19 13:58:37 main:574] : INFO : Epoch 1880 | loss: 0.0311772 | val_loss: 0.031179 | Time: 1119.98 ms [2022-04-19 13:58:38 main:574] : INFO : Epoch 1881 | loss: 0.0311756 | val_loss: 0.031177 | Time: 1113.23 ms [2022-04-19 13:58:39 main:574] : INFO : Epoch 1882 | loss: 0.031179 | val_loss: 0.0311911 | Time: 1114.54 ms [2022-04-19 13:58:41 main:574] : INFO : Epoch 1883 | loss: 0.0311782 | val_loss: 0.0311819 | Time: 1111.75 ms [2022-04-19 13:58:42 main:574] : INFO : Epoch 1884 | loss: 0.0311756 | val_loss: 0.0311797 | Time: 1111.2 ms [2022-04-19 13:58:43 main:574] : INFO : Epoch 1885 | loss: 0.0311772 | val_loss: 0.0311807 | Time: 1112.72 ms [2022-04-19 13:58:44 main:574] : INFO : Epoch 1886 | loss: 0.0311776 | val_loss: 0.0311841 | Time: 1109.55 ms [2022-04-19 13:58:45 main:574] : INFO : Epoch 1887 | loss: 0.0311769 | val_loss: 0.0311804 | Time: 1118.94 ms [2022-04-19 13:58:46 main:574] : INFO : Epoch 1888 | loss: 0.0311816 | val_loss: 0.031196 | Time: 1112.74 ms [2022-04-19 13:58:48 main:574] : INFO : Epoch 1889 | loss: 0.0311944 | val_loss: 0.0311935 | Time: 1109.43 ms [2022-04-19 13:58:49 main:574] : INFO : Epoch 1890 | loss: 0.0311953 | val_loss: 0.0311882 | Time: 1111.22 ms [2022-04-19 13:58:50 main:574] : INFO : Epoch 1891 | loss: 0.0311946 | val_loss: 0.0311911 | Time: 1113.11 ms [2022-04-19 13:58:51 main:574] : INFO : Epoch 1892 | loss: 0.0311911 | val_loss: 0.0311888 | Time: 1117.75 ms [2022-04-19 13:58:52 main:574] : INFO : Epoch 1893 | loss: 0.0311889 | val_loss: 0.0311869 | Time: 1112.78 ms [2022-04-19 13:58:54 main:574] : INFO : Epoch 1894 | loss: 0.0311895 | val_loss: 0.031187 | Time: 1113.44 ms [2022-04-19 13:58:55 main:574] : INFO : Epoch 1895 | loss: 0.0311899 | val_loss: 0.0311914 | Time: 1110.19 ms [2022-04-19 13:58:56 main:574] : INFO : Epoch 1896 | loss: 0.0311873 | val_loss: 0.0311862 | Time: 1113.76 ms [2022-04-19 13:58:57 main:574] : INFO : Epoch 1897 | loss: 0.0311866 | val_loss: 0.0311851 | Time: 1113.46 ms [2022-04-19 13:58:58 main:574] : INFO : Epoch 1898 | loss: 0.0311852 | val_loss: 0.031186 | Time: 1111.1 ms [2022-04-19 13:59:00 main:574] : INFO : Epoch 1899 | loss: 0.0311861 | val_loss: 0.0311858 | Time: 1113.16 ms [2022-04-19 13:59:01 main:574] : INFO : Epoch 1900 | loss: 0.0311849 | val_loss: 0.0311851 | Time: 1114.12 ms [2022-04-19 13:59:02 main:574] : INFO : Epoch 1901 | loss: 0.0311837 | val_loss: 0.0311846 | Time: 1112.02 ms [2022-04-19 13:59:03 main:574] : INFO : Epoch 1902 | loss: 0.0311837 | val_loss: 0.0311873 | Time: 1111.94 ms [2022-04-19 13:59:04 main:574] : INFO : Epoch 1903 | loss: 0.0311834 | val_loss: 0.031186 | Time: 1115.72 ms [2022-04-19 13:59:06 main:574] : INFO : Epoch 1904 | loss: 0.0311836 | val_loss: 0.0311844 | Time: 1110.75 ms [2022-04-19 13:59:07 main:574] : INFO : Epoch 1905 | loss: 0.0311834 | val_loss: 0.031188 | Time: 1111.12 ms [2022-04-19 13:59:08 main:574] : INFO : Epoch 1906 | loss: 0.0311836 | val_loss: 0.0311856 | Time: 1109.37 ms [2022-04-19 13:59:09 main:574] : INFO : Epoch 1907 | loss: 0.0311835 | val_loss: 0.0311856 | Time: 1109.84 ms [2022-04-19 13:59:11 main:574] : INFO : Epoch 1908 | loss: 0.031184 | val_loss: 0.0311847 | Time: 1114.77 ms [2022-04-19 13:59:12 main:574] : INFO : Epoch 1909 | loss: 0.0311827 | val_loss: 0.031185 | Time: 1111.52 ms [2022-04-19 13:59:13 main:574] : INFO : Epoch 1910 | loss: 0.0311824 | val_loss: 0.0311845 | Time: 1111.38 ms [2022-04-19 13:59:14 main:574] : INFO : Epoch 1911 | loss: 0.0311819 | val_loss: 0.0311847 | Time: 1111.27 ms [2022-04-19 13:59:15 main:574] : INFO : Epoch 1912 | loss: 0.0311818 | val_loss: 0.0311877 | Time: 1112.25 ms [2022-04-19 13:59:17 main:574] : INFO : Epoch 1913 | loss: 0.0311827 | val_loss: 0.0311861 | Time: 1113.72 ms [2022-04-19 13:59:18 main:574] : INFO : Epoch 1914 | loss: 0.0311831 | val_loss: 0.0311859 | Time: 1109.56 ms [2022-04-19 13:59:19 main:574] : INFO : Epoch 1915 | loss: 0.0311851 | val_loss: 0.031196 | Time: 1113.29 ms [2022-04-19 13:59:20 main:574] : INFO : Epoch 1916 | loss: 0.0311873 | val_loss: 0.0311865 | Time: 1111.75 ms [2022-04-19 13:59:21 main:574] : INFO : Epoch 1917 | loss: 0.0311901 | val_loss: 0.0311914 | Time: 1115.4 ms [2022-04-19 13:59:23 main:574] : INFO : Epoch 1918 | loss: 0.0312968 | val_loss: 0.0670987 | Time: 1111.26 ms [2022-04-19 13:59:24 main:574] : INFO : Epoch 1919 | loss: 0.0392325 | val_loss: 0.0332694 | Time: 1114.47 ms [2022-04-19 13:59:25 main:574] : INFO : Epoch 1920 | loss: 0.0321799 | val_loss: 0.0315112 | Time: 1112.76 ms [2022-04-19 13:59:26 main:574] : INFO : Epoch 1921 | loss: 0.0314007 | val_loss: 0.0313188 | Time: 1110.77 ms [2022-04-19 13:59:28 main:574] : INFO : Epoch 1922 | loss: 0.031259 | val_loss: 0.0312403 | Time: 1126.36 ms [2022-04-19 13:59:29 main:574] : INFO : Epoch 1923 | loss: 0.0312367 | val_loss: 0.031233 | Time: 1121.89 ms [2022-04-19 13:59:30 main:574] : INFO : Epoch 1924 | loss: 0.0312298 | val_loss: 0.0312261 | Time: 1115.17 ms [2022-04-19 13:59:31 main:574] : INFO : Epoch 1925 | loss: 0.0312248 | val_loss: 0.0312226 | Time: 1111.33 ms [2022-04-19 13:59:32 main:574] : INFO : Epoch 1926 | loss: 0.0312212 | val_loss: 0.0312185 | Time: 1117.35 ms [2022-04-19 13:59:34 main:574] : INFO : Epoch 1927 | loss: 0.0312177 | val_loss: 0.0312134 | Time: 1117.86 ms [2022-04-19 13:59:35 main:574] : INFO : Epoch 1928 | loss: 0.0312128 | val_loss: 0.0312104 | Time: 1117.79 ms [2022-04-19 13:59:36 main:574] : INFO : Epoch 1929 | loss: 0.0312106 | val_loss: 0.0312089 | Time: 1116.37 ms [2022-04-19 13:59:37 main:574] : INFO : Epoch 1930 | loss: 0.0312085 | val_loss: 0.0312066 | Time: 1120.4 ms [2022-04-19 13:59:38 main:574] : INFO : Epoch 1931 | loss: 0.0312058 | val_loss: 0.0312053 | Time: 1117.21 ms [2022-04-19 13:59:40 main:574] : INFO : Epoch 1932 | loss: 0.0312049 | val_loss: 0.0312044 | Time: 1121.95 ms [2022-04-19 13:59:41 main:574] : INFO : Epoch 1933 | loss: 0.0312035 | val_loss: 0.0312029 | Time: 1116.94 ms [2022-04-19 13:59:42 main:574] : INFO : Epoch 1934 | loss: 0.0312027 | val_loss: 0.0312019 | Time: 1111.29 ms [2022-04-19 13:59:43 main:574] : INFO : Epoch 1935 | loss: 0.0312035 | val_loss: 0.0312023 | Time: 1111.77 ms [2022-04-19 13:59:44 main:574] : INFO : Epoch 1936 | loss: 0.0312034 | val_loss: 0.0312029 | Time: 1111.39 ms [2022-04-19 13:59:46 main:574] : INFO : Epoch 1937 | loss: 0.0312186 | val_loss: 0.0312304 | Time: 1111.09 ms [2022-04-19 13:59:47 main:574] : INFO : Epoch 1938 | loss: 0.0312666 | val_loss: 0.0312604 | Time: 1112.76 ms [2022-04-19 13:59:48 main:574] : INFO : Epoch 1939 | loss: 0.0312562 | val_loss: 0.0312514 | Time: 1110.85 ms [2022-04-19 13:59:49 main:574] : INFO : Epoch 1940 | loss: 0.0312493 | val_loss: 0.0312465 | Time: 1112.11 ms [2022-04-19 13:59:50 main:574] : INFO : Epoch 1941 | loss: 0.0312455 | val_loss: 0.0312433 | Time: 1109.65 ms [2022-04-19 13:59:52 main:574] : INFO : Epoch 1942 | loss: 0.0312446 | val_loss: 0.0312428 | Time: 1113.11 ms [2022-04-19 13:59:53 main:574] : INFO : Epoch 1943 | loss: 0.0312424 | val_loss: 0.0312396 | Time: 1110.03 ms [2022-04-19 13:59:54 main:574] : INFO : Epoch 1944 | loss: 0.0312411 | val_loss: 0.0312386 | Time: 1110.06 ms [2022-04-19 13:59:55 main:574] : INFO : Epoch 1945 | loss: 0.0312399 | val_loss: 0.0312376 | Time: 1108.61 ms [2022-04-19 13:59:56 main:574] : INFO : Epoch 1946 | loss: 0.0312391 | val_loss: 0.0312367 | Time: 1110.63 ms [2022-04-19 13:59:57 main:574] : INFO : Epoch 1947 | loss: 0.0312379 | val_loss: 0.031235 | Time: 1113.49 ms [2022-04-19 13:59:59 main:574] : INFO : Epoch 1948 | loss: 0.0312369 | val_loss: 0.0312346 | Time: 1130.62 ms [2022-04-19 14:00:00 main:574] : INFO : Epoch 1949 | loss: 0.0312368 | val_loss: 0.0312333 | Time: 1159.71 ms [2022-04-19 14:00:01 main:574] : INFO : Epoch 1950 | loss: 0.0312355 | val_loss: 0.0312314 | Time: 1115.41 ms [2022-04-19 14:00:02 main:574] : INFO : Epoch 1951 | loss: 0.0312336 | val_loss: 0.0312295 | Time: 1150.92 ms [2022-04-19 14:00:04 main:574] : INFO : Epoch 1952 | loss: 0.0312326 | val_loss: 0.0312285 | Time: 1126.77 ms [2022-04-19 14:00:05 main:574] : INFO : Epoch 1953 | loss: 0.0312311 | val_loss: 0.0312274 | Time: 1132.43 ms [2022-04-19 14:00:06 main:574] : INFO : Epoch 1954 | loss: 0.0312303 | val_loss: 0.0312253 | Time: 1111.46 ms [2022-04-19 14:00:07 main:574] : INFO : Epoch 1955 | loss: 0.0312291 | val_loss: 0.0312246 | Time: 1113.64 ms [2022-04-19 14:00:08 main:574] : INFO : Epoch 1956 | loss: 0.0312283 | val_loss: 0.0312241 | Time: 1115.69 ms [2022-04-19 14:00:09 main:574] : INFO : Epoch 1957 | loss: 0.0312277 | val_loss: 0.0312235 | Time: 1113.3 ms [2022-04-19 14:00:11 main:574] : INFO : Epoch 1958 | loss: 0.0312271 | val_loss: 0.0312228 | Time: 1114.33 ms [2022-04-19 14:00:12 main:574] : INFO : Epoch 1959 | loss: 0.0312265 | val_loss: 0.0312224 | Time: 1109.84 ms [2022-04-19 14:00:13 main:574] : INFO : Epoch 1960 | loss: 0.0312263 | val_loss: 0.031222 | Time: 1110.52 ms [2022-04-19 14:00:14 main:574] : INFO : Epoch 1961 | loss: 0.0312258 | val_loss: 0.0312225 | Time: 1112.59 ms [2022-04-19 14:00:15 main:574] : INFO : Epoch 1962 | loss: 0.0312258 | val_loss: 0.0312239 | Time: 1114.37 ms [2022-04-19 14:00:17 main:574] : INFO : Epoch 1963 | loss: 0.031225 | val_loss: 0.0312207 | Time: 1111.1 ms [2022-04-19 14:00:18 main:574] : INFO : Epoch 1964 | loss: 0.0312245 | val_loss: 0.0312213 | Time: 1116.91 ms [2022-04-19 14:00:19 main:574] : INFO : Epoch 1965 | loss: 0.0312246 | val_loss: 0.0312215 | Time: 1110.05 ms [2022-04-19 14:00:20 main:574] : INFO : Epoch 1966 | loss: 0.0312236 | val_loss: 0.0312196 | Time: 1110.27 ms [2022-04-19 14:00:21 main:574] : INFO : Epoch 1967 | loss: 0.031223 | val_loss: 0.0312213 | Time: 1111.5 ms [2022-04-19 14:00:23 main:574] : INFO : Epoch 1968 | loss: 0.0312231 | val_loss: 0.031219 | Time: 1110.31 ms [2022-04-19 14:00:24 main:574] : INFO : Epoch 1969 | loss: 0.0312227 | val_loss: 0.0312212 | Time: 1111.31 ms [2022-04-19 14:00:25 main:574] : INFO : Epoch 1970 | loss: 0.0312245 | val_loss: 0.0312193 | Time: 1108.94 ms [2022-04-19 14:00:26 main:574] : INFO : Epoch 1971 | loss: 0.0312234 | val_loss: 0.0312192 | Time: 1110.7 ms [2022-04-19 14:00:27 main:574] : INFO : Epoch 1972 | loss: 0.0312239 | val_loss: 0.031219 | Time: 1111.01 ms [2022-04-19 14:00:29 main:574] : INFO : Epoch 1973 | loss: 0.0312232 | val_loss: 0.03122 | Time: 1112.76 ms [2022-04-19 14:00:30 main:574] : INFO : Epoch 1974 | loss: 0.0312232 | val_loss: 0.0312203 | Time: 1114.75 ms [2022-04-19 14:00:31 main:574] : INFO : Epoch 1975 | loss: 0.0312214 | val_loss: 0.0312204 | Time: 1110.39 ms [2022-04-19 14:00:32 main:574] : INFO : Epoch 1976 | loss: 0.0312221 | val_loss: 0.0312224 | Time: 1110.21 ms [2022-04-19 14:00:33 main:574] : INFO : Epoch 1977 | loss: 0.0312214 | val_loss: 0.031219 | Time: 1110.14 ms [2022-04-19 14:00:35 main:574] : INFO : Epoch 1978 | loss: 0.0312216 | val_loss: 0.0312179 | Time: 1110.52 ms [2022-04-19 14:00:36 main:574] : INFO : Epoch 1979 | loss: 0.0312209 | val_loss: 0.0312189 | Time: 1110.49 ms [2022-04-19 14:00:37 main:574] : INFO : Epoch 1980 | loss: 0.0312214 | val_loss: 0.031219 | Time: 1109.82 ms [2022-04-19 14:00:38 main:574] : INFO : Epoch 1981 | loss: 0.0312209 | val_loss: 0.0312174 | Time: 1113.2 ms [2022-04-19 14:00:39 main:574] : INFO : Epoch 1982 | loss: 0.031221 | val_loss: 0.0312169 | Time: 1109.85 ms [2022-04-19 14:00:41 main:574] : INFO : Epoch 1983 | loss: 0.0312207 | val_loss: 0.0312195 | Time: 1117.96 ms [2022-04-19 14:00:42 main:574] : INFO : Epoch 1984 | loss: 0.0312198 | val_loss: 0.0312169 | Time: 1111.29 ms [2022-04-19 14:00:43 main:574] : INFO : Epoch 1985 | loss: 0.0312196 | val_loss: 0.0312166 | Time: 1109.01 ms [2022-04-19 14:00:44 main:574] : INFO : Epoch 1986 | loss: 0.0312188 | val_loss: 0.0312166 | Time: 1112.09 ms [2022-04-19 14:00:45 main:574] : INFO : Epoch 1987 | loss: 0.0312182 | val_loss: 0.0312158 | Time: 1111.09 ms [2022-04-19 14:00:47 main:574] : INFO : Epoch 1988 | loss: 0.0312178 | val_loss: 0.0312186 | Time: 1114.44 ms [2022-04-19 14:00:48 main:574] : INFO : Epoch 1989 | loss: 0.0312183 | val_loss: 0.0312183 | Time: 1112.12 ms [2022-04-19 14:00:49 main:574] : INFO : Epoch 1990 | loss: 0.0312183 | val_loss: 0.0312165 | Time: 1108.66 ms [2022-04-19 14:00:50 main:574] : INFO : Epoch 1991 | loss: 0.0312176 | val_loss: 0.0312161 | Time: 1111.99 ms [2022-04-19 14:00:52 main:574] : INFO : Epoch 1992 | loss: 0.0312164 | val_loss: 0.0312152 | Time: 1117.8 ms [2022-04-19 14:00:53 main:574] : INFO : Epoch 1993 | loss: 0.0312162 | val_loss: 0.0312147 | Time: 1116.6 ms [2022-04-19 14:00:54 main:574] : INFO : Epoch 1994 | loss: 0.0312163 | val_loss: 0.0312186 | Time: 1112.79 ms [2022-04-19 14:00:55 main:574] : INFO : Epoch 1995 | loss: 0.0312161 | val_loss: 0.031216 | Time: 1110.95 ms [2022-04-19 14:00:56 main:574] : INFO : Epoch 1996 | loss: 0.0312163 | val_loss: 0.0312168 | Time: 1115.53 ms [2022-04-19 14:00:58 main:574] : INFO : Epoch 1997 | loss: 0.0312152 | val_loss: 0.0312132 | Time: 1110.11 ms [2022-04-19 14:00:59 main:574] : INFO : Epoch 1998 | loss: 0.0312156 | val_loss: 0.0312148 | Time: 1111.12 ms [2022-04-19 14:01:00 main:574] : INFO : Epoch 1999 | loss: 0.0312155 | val_loss: 0.0312202 | Time: 1111.92 ms [2022-04-19 14:01:01 main:574] : INFO : Epoch 2000 | loss: 0.0312165 | val_loss: 0.0312134 | Time: 1112.28 ms [2022-04-19 14:01:02 main:574] : INFO : Epoch 2001 | loss: 0.0312142 | val_loss: 0.0312161 | Time: 1110.77 ms [2022-04-19 14:01:04 main:574] : INFO : Epoch 2002 | loss: 0.0312155 | val_loss: 0.0312171 | Time: 1112.14 ms [2022-04-19 14:01:05 main:574] : INFO : Epoch 2003 | loss: 0.0312145 | val_loss: 0.0312166 | Time: 1112.13 ms [2022-04-19 14:01:06 main:574] : INFO : Epoch 2004 | loss: 0.0312148 | val_loss: 0.0312156 | Time: 1110.65 ms [2022-04-19 14:01:07 main:574] : INFO : Epoch 2005 | loss: 0.0312157 | val_loss: 0.0312129 | Time: 1114.7 ms [2022-04-19 14:01:08 main:574] : INFO : Epoch 2006 | loss: 0.0312138 | val_loss: 0.0312126 | Time: 1110.06 ms [2022-04-19 14:01:09 main:574] : INFO : Epoch 2007 | loss: 0.0312141 | val_loss: 0.0312141 | Time: 1112.02 ms [2022-04-19 14:01:11 main:574] : INFO : Epoch 2008 | loss: 0.0312135 | val_loss: 0.0312136 | Time: 1112.38 ms [2022-04-19 14:01:12 main:574] : INFO : Epoch 2009 | loss: 0.0312128 | val_loss: 0.0312127 | Time: 1109.33 ms [2022-04-19 14:01:13 main:574] : INFO : Epoch 2010 | loss: 0.0312127 | val_loss: 0.0312136 | Time: 1111.64 ms [2022-04-19 14:01:14 main:574] : INFO : Epoch 2011 | loss: 0.0312131 | val_loss: 0.031214 | Time: 1115.14 ms [2022-04-19 14:01:15 main:574] : INFO : Epoch 2012 | loss: 0.0312156 | val_loss: 0.0312123 | Time: 1110.28 ms [2022-04-19 14:01:17 main:574] : INFO : Epoch 2013 | loss: 0.0312129 | val_loss: 0.0312111 | Time: 1113.3 ms [2022-04-19 14:01:18 main:574] : INFO : Epoch 2014 | loss: 0.0312116 | val_loss: 0.0312115 | Time: 1107.58 ms [2022-04-19 14:01:19 main:574] : INFO : Epoch 2015 | loss: 0.0312122 | val_loss: 0.0312109 | Time: 1107.97 ms [2022-04-19 14:01:20 main:574] : INFO : Epoch 2016 | loss: 0.0312111 | val_loss: 0.0312104 | Time: 1109.85 ms [2022-04-19 14:01:22 main:574] : INFO : Epoch 2017 | loss: 0.0312107 | val_loss: 0.0312092 | Time: 1109.26 ms [2022-04-19 14:01:23 main:574] : INFO : Epoch 2018 | loss: 0.0312107 | val_loss: 0.0312102 | Time: 1116.32 ms [2022-04-19 14:01:24 main:574] : INFO : Epoch 2019 | loss: 0.0312106 | val_loss: 0.0312101 | Time: 1108.14 ms [2022-04-19 14:01:25 main:574] : INFO : Epoch 2020 | loss: 0.0312103 | val_loss: 0.0312095 | Time: 1106.85 ms [2022-04-19 14:01:26 main:574] : INFO : Epoch 2021 | loss: 0.0312099 | val_loss: 0.0312104 | Time: 1109.17 ms [2022-04-19 14:01:28 main:574] : INFO : Epoch 2022 | loss: 0.0312112 | val_loss: 0.0312119 | Time: 1112.06 ms [2022-04-19 14:01:29 main:574] : INFO : Epoch 2023 | loss: 0.0312119 | val_loss: 0.0312088 | Time: 1108.91 ms [2022-04-19 14:01:30 main:574] : INFO : Epoch 2024 | loss: 0.0312101 | val_loss: 0.0312099 | Time: 1110.75 ms [2022-04-19 14:01:31 main:574] : INFO : Epoch 2025 | loss: 0.0312097 | val_loss: 0.0312101 | Time: 1107.96 ms [2022-04-19 14:01:32 main:574] : INFO : Epoch 2026 | loss: 0.0312097 | val_loss: 0.0312087 | Time: 1113.93 ms [2022-04-19 14:01:34 main:574] : INFO : Epoch 2027 | loss: 0.0312091 | val_loss: 0.0312084 | Time: 1110.63 ms [2022-04-19 14:01:35 main:574] : INFO : Epoch 2028 | loss: 0.0312093 | val_loss: 0.0312109 | Time: 1108.71 ms [2022-04-19 14:01:36 main:574] : INFO : Epoch 2029 | loss: 0.0312105 | val_loss: 0.0312088 | Time: 1111.69 ms [2022-04-19 14:01:37 main:574] : INFO : Epoch 2030 | loss: 0.0312114 | val_loss: 0.0312088 | Time: 1111.16 ms [2022-04-19 14:01:38 main:574] : INFO : Epoch 2031 | loss: 0.0312104 | val_loss: 0.0312078 | Time: 1112.53 ms [2022-04-19 14:01:40 main:574] : INFO : Epoch 2032 | loss: 0.0312101 | val_loss: 0.0312111 | Time: 1115.67 ms [2022-04-19 14:01:41 main:574] : INFO : Epoch 2033 | loss: 0.0312082 | val_loss: 0.0312099 | Time: 1114.08 ms [2022-04-19 14:01:42 main:574] : INFO : Epoch 2034 | loss: 0.0312086 | val_loss: 0.0312083 | Time: 1106.58 ms [2022-04-19 14:01:43 main:574] : INFO : Epoch 2035 | loss: 0.0312093 | val_loss: 0.031208 | Time: 1109.75 ms [2022-04-19 14:01:44 main:574] : INFO : Epoch 2036 | loss: 0.031209 | val_loss: 0.0312084 | Time: 1115.13 ms [2022-04-19 14:01:46 main:574] : INFO : Epoch 2037 | loss: 0.0312085 | val_loss: 0.0312127 | Time: 1115.16 ms [2022-04-19 14:01:47 main:574] : INFO : Epoch 2038 | loss: 0.0312109 | val_loss: 0.0312098 | Time: 1112.91 ms [2022-04-19 14:01:48 main:574] : INFO : Epoch 2039 | loss: 0.0312086 | val_loss: 0.0312089 | Time: 1112.7 ms [2022-04-19 14:01:49 main:574] : INFO : Epoch 2040 | loss: 0.0312075 | val_loss: 0.0312087 | Time: 1111.19 ms [2022-04-19 14:01:50 main:574] : INFO : Epoch 2041 | loss: 0.0312075 | val_loss: 0.0312097 | Time: 1115.49 ms [2022-04-19 14:01:52 main:574] : INFO : Epoch 2042 | loss: 0.0312091 | val_loss: 0.0312095 | Time: 1114.23 ms [2022-04-19 14:01:53 main:574] : INFO : Epoch 2043 | loss: 0.0312068 | val_loss: 0.0312102 | Time: 1109.5 ms [2022-04-19 14:01:54 main:574] : INFO : Epoch 2044 | loss: 0.0312069 | val_loss: 0.031209 | Time: 1111.48 ms [2022-04-19 14:01:55 main:574] : INFO : Epoch 2045 | loss: 0.0312063 | val_loss: 0.0312092 | Time: 1111.61 ms [2022-04-19 14:01:56 main:574] : INFO : Epoch 2046 | loss: 0.0312069 | val_loss: 0.0312088 | Time: 1110.94 ms [2022-04-19 14:01:58 main:574] : INFO : Epoch 2047 | loss: 0.0312066 | val_loss: 0.0312083 | Time: 1111.03 ms [2022-04-19 14:01:59 main:574] : INFO : Epoch 2048 | loss: 0.0312058 | val_loss: 0.0312099 | Time: 1112.92 ms [2022-04-19 14:01:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312099 [2022-04-19 14:01:59 main:603] : INFO : Saving end state to config to file [2022-04-19 14:01:59 main:608] : INFO : Success, exiting.. 14:01:59 (6080): 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)