Task 14534948
| Name | ParityModified-1647048658-23920-3-0_0 |
| Workunit | 11573796 |
| Created | 7 Apr 2022, 3:14:19 UTC |
| Sent | 11 Apr 2022, 3:35:55 UTC |
| Report deadline | 19 Apr 2022, 3:35:55 UTC |
| Received | 11 Apr 2022, 14:35:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 664 |
| Run time | 38 min 45 sec |
| CPU time | 35 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,317.11 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311882 | val_loss: 0.0311895 | Time: 1047.26 ms [2022-04-11 07:02:20 main:574] : INFO : Epoch 1543 | loss: 0.0311881 | val_loss: 0.0311901 | Time: 1055.14 ms [2022-04-11 07:02:21 main:574] : INFO : Epoch 1544 | loss: 0.03119 | val_loss: 0.0311957 | Time: 1048.97 ms [2022-04-11 07:02:22 main:574] : INFO : Epoch 1545 | loss: 0.0311896 | val_loss: 0.0311905 | Time: 1050.48 ms [2022-04-11 07:02:23 main:574] : INFO : Epoch 1546 | loss: 0.031188 | val_loss: 0.0311889 | Time: 1049.63 ms [2022-04-11 07:02:25 main:574] : INFO : Epoch 1547 | loss: 0.0311878 | val_loss: 0.0311899 | Time: 1053.72 ms [2022-04-11 07:02:26 main:574] : INFO : Epoch 1548 | loss: 0.0311877 | val_loss: 0.0311901 | Time: 1050.91 ms [2022-04-11 07:02:27 main:574] : INFO : Epoch 1549 | loss: 0.0311891 | val_loss: 0.0311901 | Time: 1051.14 ms [2022-04-11 07:02:28 main:574] : INFO : Epoch 1550 | loss: 0.0311877 | val_loss: 0.0311882 | Time: 1049.34 ms [2022-04-11 07:02:29 main:574] : INFO : Epoch 1551 | loss: 0.031187 | val_loss: 0.031189 | Time: 1053.25 ms [2022-04-11 07:02:30 main:574] : INFO : Epoch 1552 | loss: 0.0311875 | val_loss: 0.0311888 | Time: 1050.85 ms [2022-04-11 07:02:31 main:574] : INFO : Epoch 1553 | loss: 0.0311869 | val_loss: 0.0311874 | Time: 1055.61 ms [2022-04-11 07:02:32 main:574] : INFO : Epoch 1554 | loss: 0.0311866 | val_loss: 0.031188 | Time: 1047.22 ms [2022-04-11 07:02:34 main:574] : INFO : Epoch 1555 | loss: 0.0311865 | val_loss: 0.0311878 | Time: 1054.46 ms [2022-04-11 07:02:35 main:574] : INFO : Epoch 1556 | loss: 0.0311865 | val_loss: 0.0311882 | Time: 1049.94 ms [2022-04-11 07:02:36 main:574] : INFO : Epoch 1557 | loss: 0.0311865 | val_loss: 0.0311886 | Time: 1052.23 ms [2022-04-11 07:02:37 main:574] : INFO : Epoch 1558 | loss: 0.0311874 | val_loss: 0.0311921 | Time: 1050.76 ms [2022-04-11 07:02:38 main:574] : INFO : Epoch 1559 | loss: 0.0311877 | val_loss: 0.0311889 | Time: 1054.08 ms [2022-04-11 07:02:39 main:574] : INFO : Epoch 1560 | loss: 0.0311864 | val_loss: 0.0311884 | Time: 1050.59 ms [2022-04-11 07:02:40 main:574] : INFO : Epoch 1561 | loss: 0.0311862 | val_loss: 0.0311877 | Time: 1052.33 ms [2022-04-11 07:02:42 main:574] : INFO : Epoch 1562 | loss: 0.0311861 | val_loss: 0.0311881 | Time: 1049.92 ms [2022-04-11 07:02:43 main:574] : INFO : Epoch 1563 | loss: 0.0311862 | val_loss: 0.0311877 | Time: 1055.06 ms [2022-04-11 07:02:44 main:574] : INFO : Epoch 1564 | loss: 0.0311857 | val_loss: 0.0311881 | Time: 1050.81 ms [2022-04-11 07:02:45 main:574] : INFO : Epoch 1565 | loss: 0.0311871 | val_loss: 0.0311875 | Time: 1051.29 ms [2022-04-11 07:02:46 main:574] : INFO : Epoch 1566 | loss: 0.0311859 | val_loss: 0.0311875 | Time: 1047.39 ms [2022-04-11 07:02:47 main:574] : INFO : Epoch 1567 | loss: 0.0311855 | val_loss: 0.0311887 | Time: 1053.64 ms [2022-04-11 07:02:48 main:574] : INFO : Epoch 1568 | loss: 0.0311873 | val_loss: 0.0311894 | Time: 1053.98 ms [2022-04-11 07:02:49 main:574] : INFO : Epoch 1569 | loss: 0.0311859 | val_loss: 0.0311871 | Time: 1052.59 ms [2022-04-11 07:02:51 main:574] : INFO : Epoch 1570 | loss: 0.0311863 | val_loss: 0.0311889 | Time: 1047.3 ms [2022-04-11 07:02:52 main:574] : INFO : Epoch 1571 | loss: 0.031186 | val_loss: 0.0311873 | Time: 1054.06 ms [2022-04-11 07:02:53 main:574] : INFO : Epoch 1572 | loss: 0.0311858 | val_loss: 0.0311872 | Time: 1049.05 ms [2022-04-11 07:02:54 main:574] : INFO : Epoch 1573 | loss: 0.0311862 | val_loss: 0.0311896 | Time: 1052.09 ms [2022-04-11 07:02:55 main:574] : INFO : Epoch 1574 | loss: 0.0311866 | val_loss: 0.0311878 | Time: 1049.37 ms [2022-04-11 07:02:56 main:574] : INFO : Epoch 1575 | loss: 0.0311856 | val_loss: 0.0311868 | Time: 1053.81 ms [2022-04-11 07:02:57 main:574] : INFO : Epoch 1576 | loss: 0.0311854 | val_loss: 0.0311875 | Time: 1051.78 ms [2022-04-11 07:02:58 main:574] : INFO : Epoch 1577 | loss: 0.0311863 | val_loss: 0.0311867 | Time: 1053.15 ms [2022-04-11 07:03:00 main:574] : INFO : Epoch 1578 | loss: 0.0311869 | val_loss: 0.0311887 | Time: 1051.29 ms [2022-04-11 07:03:01 main:574] : INFO : Epoch 1579 | loss: 0.0311874 | val_loss: 0.0311866 | Time: 1055.12 ms [2022-04-11 07:03:02 main:574] : INFO : Epoch 1580 | loss: 0.0311867 | val_loss: 0.0311864 | Time: 1049.87 ms [2022-04-11 07:03:03 main:574] : INFO : Epoch 1581 | loss: 0.0311866 | val_loss: 0.0311863 | Time: 1052.4 ms [2022-04-11 07:03:04 main:574] : INFO : Epoch 1582 | loss: 0.0311869 | val_loss: 0.0311864 | Time: 1049.6 ms [2022-04-11 07:03:05 main:574] : INFO : Epoch 1583 | loss: 0.0311879 | val_loss: 0.0311876 | Time: 1056.1 ms [2022-04-11 07:03:06 main:574] : INFO : Epoch 1584 | loss: 0.0311872 | val_loss: 0.0311862 | Time: 1049.19 ms [2022-04-11 07:03:07 main:574] : INFO : Epoch 1585 | loss: 0.031186 | val_loss: 0.0311863 | Time: 1054.48 ms [2022-04-11 07:03:09 main:574] : INFO : Epoch 1586 | loss: 0.0311859 | val_loss: 0.0311876 | Time: 1050.13 ms [2022-04-11 07:03:10 main:574] : INFO : Epoch 1587 | loss: 0.0311869 | val_loss: 0.0311862 | Time: 1055.26 ms [2022-04-11 07:03:11 main:574] : INFO : Epoch 1588 | loss: 0.0311861 | val_loss: 0.0311863 | Time: 1052.92 ms [2022-04-11 07:03:12 main:574] : INFO : Epoch 1589 | loss: 0.0311858 | val_loss: 0.0311863 | Time: 1052.65 ms [2022-04-11 07:03:13 main:574] : INFO : Epoch 1590 | loss: 0.0311857 | val_loss: 0.0311858 | Time: 1049.22 ms [2022-04-11 07:03:14 main:574] : INFO : Epoch 1591 | loss: 0.0311856 | val_loss: 0.0311864 | Time: 1052.61 ms [2022-04-11 07:03:15 main:574] : INFO : Epoch 1592 | loss: 0.0311871 | val_loss: 0.0311891 | Time: 1050.13 ms [2022-04-11 07:03:17 main:574] : INFO : Epoch 1593 | loss: 0.0311878 | val_loss: 0.0311861 | Time: 1053.14 ms [2022-04-11 07:03:18 main:574] : INFO : Epoch 1594 | loss: 0.0311864 | val_loss: 0.0311867 | Time: 1048.68 ms [2022-04-11 07:03:19 main:574] : INFO : Epoch 1595 | loss: 0.0311868 | val_loss: 0.0311869 | Time: 1053.9 ms [2022-04-11 07:03:20 main:574] : INFO : Epoch 1596 | loss: 0.0311859 | val_loss: 0.0311859 | Time: 1048.7 ms [2022-04-11 07:03:21 main:574] : INFO : Epoch 1597 | loss: 0.0311857 | val_loss: 0.0311869 | Time: 1052.4 ms [2022-04-11 07:03:22 main:574] : INFO : Epoch 1598 | loss: 0.0311865 | val_loss: 0.0311865 | Time: 1047.93 ms [2022-04-11 07:03:23 main:574] : INFO : Epoch 1599 | loss: 0.0311869 | val_loss: 0.0311868 | Time: 1054.28 ms [2022-04-11 07:03:24 main:574] : INFO : Epoch 1600 | loss: 0.0311863 | val_loss: 0.0311859 | Time: 1050.23 ms [2022-04-11 07:03:26 main:574] : INFO : Epoch 1601 | loss: 0.0311871 | val_loss: 0.0311909 | Time: 1051.81 ms [2022-04-11 07:03:27 main:574] : INFO : Epoch 1602 | loss: 0.0311862 | val_loss: 0.0311868 | Time: 1049.01 ms [2022-04-11 07:03:28 main:574] : INFO : Epoch 1603 | loss: 0.0311863 | val_loss: 0.0311862 | Time: 1054.86 ms [2022-04-11 07:03:29 main:574] : INFO : Epoch 1604 | loss: 0.0311851 | val_loss: 0.0311864 | Time: 1048.37 ms [2022-04-11 07:03:30 main:574] : INFO : Epoch 1605 | loss: 0.0311859 | val_loss: 0.0311854 | Time: 1055.27 ms [2022-04-11 07:03:31 main:574] : INFO : Epoch 1606 | loss: 0.0311868 | val_loss: 0.031185 | Time: 1041.28 ms [2022-04-11 07:03:32 main:574] : INFO : Epoch 1607 | loss: 0.0311865 | val_loss: 0.0311852 | Time: 1053.75 ms [2022-04-11 07:03:33 main:574] : INFO : Epoch 1608 | loss: 0.0311875 | val_loss: 0.0311853 | Time: 1050.06 ms [2022-04-11 07:03:35 main:574] : INFO : Epoch 1609 | loss: 0.0311866 | val_loss: 0.0311862 | Time: 1052.36 ms [2022-04-11 07:03:36 main:574] : INFO : Epoch 1610 | loss: 0.0311875 | val_loss: 0.0311869 | Time: 1045.22 ms [2022-04-11 07:03:37 main:574] : INFO : Epoch 1611 | loss: 0.0311863 | val_loss: 0.0311892 | Time: 1051.98 ms [2022-04-11 07:03:38 main:574] : INFO : Epoch 1612 | loss: 0.0311879 | val_loss: 0.0311903 | Time: 1050.02 ms [2022-04-11 07:03:39 main:574] : INFO : Epoch 1613 | loss: 0.031187 | val_loss: 0.0311852 | Time: 1050.46 ms [2022-04-11 07:03:40 main:574] : INFO : Epoch 1614 | loss: 0.0311869 | val_loss: 0.031188 | Time: 1049.03 ms [2022-04-11 07:03:41 main:574] : INFO : Epoch 1615 | loss: 0.0311857 | val_loss: 0.0311872 | Time: 1051.8 ms [2022-04-11 07:03:42 main:574] : INFO : Epoch 1616 | loss: 0.0311858 | val_loss: 0.031185 | Time: 1051.47 ms [2022-04-11 07:03:44 main:574] : INFO : Epoch 1617 | loss: 0.0311861 | val_loss: 0.0311846 | Time: 1051.57 ms [2022-04-11 07:03:45 main:574] : INFO : Epoch 1618 | loss: 0.0311851 | val_loss: 0.0311847 | Time: 1049.67 ms [2022-04-11 07:03:46 main:574] : INFO : Epoch 1619 | loss: 0.0311849 | val_loss: 0.0311848 | Time: 1054.28 ms [2022-04-11 07:03:47 main:574] : INFO : Epoch 1620 | loss: 0.0311853 | val_loss: 0.0311854 | Time: 1049.66 ms [2022-04-11 07:03:48 main:574] : INFO : Epoch 1621 | loss: 0.031186 | val_loss: 0.0311855 | Time: 1052.81 ms [2022-04-11 07:03:49 main:574] : INFO : Epoch 1622 | loss: 0.031185 | val_loss: 0.0311849 | Time: 1048.44 ms [2022-04-11 07:03:50 main:574] : INFO : Epoch 1623 | loss: 0.0311883 | val_loss: 0.0311891 | Time: 1054.02 ms [2022-04-11 07:03:51 main:574] : INFO : Epoch 1624 | loss: 0.0311863 | val_loss: 0.0311847 | Time: 1049.17 ms [2022-04-11 07:03:53 main:574] : INFO : Epoch 1625 | loss: 0.031185 | val_loss: 0.0311846 | Time: 1052.87 ms [2022-04-11 07:03:54 main:574] : INFO : Epoch 1626 | loss: 0.0311854 | val_loss: 0.0311947 | Time: 1048.37 ms [2022-04-11 07:03:55 main:574] : INFO : Epoch 1627 | loss: 0.0311863 | val_loss: 0.0311862 | Time: 1055.23 ms [2022-04-11 07:03:56 main:574] : INFO : Epoch 1628 | loss: 0.0311854 | val_loss: 0.0311854 | Time: 1050.73 ms [2022-04-11 07:03:57 main:574] : INFO : Epoch 1629 | loss: 0.031185 | val_loss: 0.031185 | Time: 1054.81 ms [2022-04-11 07:03:58 main:574] : INFO : Epoch 1630 | loss: 0.031185 | val_loss: 0.0311853 | Time: 1046.72 ms [2022-04-11 07:03:59 main:574] : INFO : Epoch 1631 | loss: 0.0311869 | val_loss: 0.0311862 | Time: 1055.29 ms [2022-04-11 07:04:00 main:574] : INFO : Epoch 1632 | loss: 0.0311846 | val_loss: 0.0311856 | Time: 1051.18 ms [2022-04-11 07:04:02 main:574] : INFO : Epoch 1633 | loss: 0.0311873 | val_loss: 0.0311856 | Time: 1054.34 ms [2022-04-11 07:04:03 main:574] : INFO : Epoch 1634 | loss: 0.0311863 | val_loss: 0.0311854 | Time: 1048.5 ms [2022-04-11 07:04:04 main:574] : INFO : Epoch 1635 | loss: 0.0311872 | val_loss: 0.0311869 | Time: 1053.22 ms [2022-04-11 07:04:05 main:574] : INFO : Epoch 1636 | loss: 0.0311865 | val_loss: 0.0311866 | Time: 1050.89 ms [2022-04-11 07:04:06 main:574] : INFO : Epoch 1637 | loss: 0.0311844 | val_loss: 0.0311845 | Time: 1053.65 ms [2022-04-11 07:04:07 main:574] : INFO : Epoch 1638 | loss: 0.0311842 | val_loss: 0.0311847 | Time: 1049.23 ms [2022-04-11 07:04:08 main:574] : INFO : Epoch 1639 | loss: 0.0311848 | val_loss: 0.0311855 | Time: 1054.16 ms [2022-04-11 07:04:09 main:574] : INFO : Epoch 1640 | loss: 0.0311849 | val_loss: 0.0311849 | Time: 1048.62 ms [2022-04-11 07:04:11 main:574] : INFO : Epoch 1641 | loss: 0.0311855 | val_loss: 0.0311854 | Time: 1051.08 ms [2022-04-11 07:04:12 main:574] : INFO : Epoch 1642 | loss: 0.0311841 | val_loss: 0.0311903 | Time: 1047.65 ms [2022-04-11 07:04:13 main:574] : INFO : Epoch 1643 | loss: 0.031187 | val_loss: 0.0311904 | Time: 1053.24 ms [2022-04-11 07:04:14 main:574] : INFO : Epoch 1644 | loss: 0.0311856 | val_loss: 0.0311841 | Time: 1050.35 ms [2022-04-11 07:04:15 main:574] : INFO : Epoch 1645 | loss: 0.0311841 | val_loss: 0.0311845 | Time: 1052.85 ms [2022-04-11 07:04:16 main:574] : INFO : Epoch 1646 | loss: 0.031184 | val_loss: 0.0311844 | Time: 1047.61 ms [2022-04-11 07:04:17 main:574] : INFO : Epoch 1647 | loss: 0.0311839 | val_loss: 0.0311866 | Time: 1054.66 ms [2022-04-11 07:04:18 main:574] : INFO : Epoch 1648 | loss: 0.031184 | val_loss: 0.031184 | Time: 1048.74 ms [2022-04-11 07:04:20 main:574] : INFO : Epoch 1649 | loss: 0.0311838 | val_loss: 0.0311845 | Time: 1053.98 ms [2022-04-11 07:04:21 main:574] : INFO : Epoch 1650 | loss: 0.0311847 | val_loss: 0.0311845 | Time: 1047.62 ms [2022-04-11 07:04:22 main:574] : INFO : Epoch 1651 | loss: 0.0311844 | val_loss: 0.0311845 | Time: 1055.24 ms [2022-04-11 07:04:23 main:574] : INFO : Epoch 1652 | loss: 0.0311836 | val_loss: 0.0311841 | Time: 1050.21 ms [2022-04-11 07:04:24 main:574] : INFO : Epoch 1653 | loss: 0.0311844 | val_loss: 0.0311903 | Time: 1050.3 ms [2022-04-11 07:04:25 main:574] : INFO : Epoch 1654 | loss: 0.0311893 | val_loss: 0.0311895 | Time: 1047.99 ms [2022-04-11 07:04:26 main:574] : INFO : Epoch 1655 | loss: 0.0311882 | val_loss: 0.0311935 | Time: 1055.68 ms [2022-04-11 07:04:27 main:574] : INFO : Epoch 1656 | loss: 0.0311863 | val_loss: 0.0311845 | Time: 1050.35 ms [2022-04-11 07:04:29 main:574] : INFO : Epoch 1657 | loss: 0.0311846 | val_loss: 0.0311864 | Time: 1053.84 ms [2022-04-11 07:04:30 main:574] : INFO : Epoch 1658 | loss: 0.0311843 | val_loss: 0.031184 | Time: 1049.88 ms [2022-04-11 07:04:31 main:574] : INFO : Epoch 1659 | loss: 0.031185 | val_loss: 0.0311854 | Time: 1053.15 ms [2022-04-11 07:04:32 main:574] : INFO : Epoch 1660 | loss: 0.0311846 | val_loss: 0.0311854 | Time: 1051.66 ms [2022-04-11 07:04:33 main:574] : INFO : Epoch 1661 | loss: 0.0311854 | val_loss: 0.0311847 | Time: 1052.58 ms [2022-04-11 07:04:34 main:574] : INFO : Epoch 1662 | loss: 0.031185 | val_loss: 0.0311855 | Time: 1050.73 ms [2022-04-11 07:04:35 main:574] : INFO : Epoch 1663 | loss: 0.0311852 | val_loss: 0.0311835 | Time: 1055.72 ms [2022-04-11 07:04:36 main:574] : INFO : Epoch 1664 | loss: 0.0311849 | val_loss: 0.031184 | Time: 1052.75 ms [2022-04-11 07:04:38 main:574] : INFO : Epoch 1665 | loss: 0.031186 | val_loss: 0.0311846 | Time: 1051.38 ms [2022-04-11 07:04:39 main:574] : INFO : Epoch 1666 | loss: 0.0311858 | val_loss: 0.0311838 | Time: 1046.84 ms [2022-04-11 07:04:40 main:574] : INFO : Epoch 1667 | loss: 0.0311856 | val_loss: 0.0311873 | Time: 1055.3 ms [2022-04-11 07:04:41 main:574] : INFO : Epoch 1668 | loss: 0.0311861 | val_loss: 0.0311851 | Time: 1053.17 ms [2022-04-11 07:04:42 main:574] : INFO : Epoch 1669 | loss: 0.0311862 | val_loss: 0.0311846 | Time: 1054.78 ms [2022-04-11 07:04:43 main:574] : INFO : Epoch 1670 | loss: 0.0311859 | val_loss: 0.0311836 | Time: 1051.64 ms [2022-04-11 07:04:44 main:574] : INFO : Epoch 1671 | loss: 0.0311856 | val_loss: 0.031184 | Time: 1055.09 ms [2022-04-11 07:04:46 main:574] : INFO : Epoch 1672 | loss: 0.0311852 | val_loss: 0.0311873 | Time: 1051.12 ms [2022-04-11 07:04:47 main:574] : INFO : Epoch 1673 | loss: 0.0311849 | val_loss: 0.0311839 | Time: 1052.78 ms [2022-04-11 07:04:48 main:574] : INFO : Epoch 1674 | loss: 0.0311863 | val_loss: 0.0311842 | Time: 1045.03 ms [2022-04-11 07:04:49 main:574] : INFO : Epoch 1675 | loss: 0.0311848 | val_loss: 0.0311848 | Time: 1053.51 ms [2022-04-11 07:04:50 main:574] : INFO : Epoch 1676 | loss: 0.0311854 | val_loss: 0.0311851 | Time: 1048.92 ms [2022-04-11 07:04:51 main:574] : INFO : Epoch 1677 | loss: 0.0311847 | val_loss: 0.0311873 | Time: 1053.74 ms [2022-04-11 07:04:52 main:574] : INFO : Epoch 1678 | loss: 0.0311864 | val_loss: 0.0311841 | Time: 1048.03 ms [2022-04-11 07:04:53 main:574] : INFO : Epoch 1679 | loss: 0.0311862 | val_loss: 0.0311838 | Time: 1055.92 ms [2022-04-11 07:04:55 main:574] : INFO : Epoch 1680 | loss: 0.0311855 | val_loss: 0.0311828 | Time: 1048.58 ms [2022-04-11 07:04:56 main:574] : INFO : Epoch 1681 | loss: 0.0311856 | val_loss: 0.0311825 | Time: 1046.75 ms [2022-04-11 07:04:57 main:574] : INFO : Epoch 1682 | loss: 0.0311854 | val_loss: 0.0311919 | Time: 1057.22 ms [2022-04-11 07:04:58 main:574] : INFO : Epoch 1683 | loss: 0.0311854 | val_loss: 0.0311833 | Time: 1051.14 ms [2022-04-11 07:04:59 main:574] : INFO : Epoch 1684 | loss: 0.0311842 | val_loss: 0.0311837 | Time: 1054.28 ms [2022-04-11 07:05:00 main:574] : INFO : Epoch 1685 | loss: 0.0311846 | val_loss: 0.031184 | Time: 1048.48 ms [2022-04-11 07:05:01 main:574] : INFO : Epoch 1686 | loss: 0.031186 | val_loss: 0.0311838 | Time: 1054.33 ms [2022-04-11 07:05:02 main:574] : INFO : Epoch 1687 | loss: 0.031187 | val_loss: 0.031185 | Time: 1051.59 ms [2022-04-11 07:05:04 main:574] : INFO : Epoch 1688 | loss: 0.0311864 | val_loss: 0.0311848 | Time: 1051.85 ms [2022-04-11 07:05:05 main:574] : INFO : Epoch 1689 | loss: 0.0311853 | val_loss: 0.0311843 | Time: 1046.98 ms [2022-04-11 07:05:06 main:574] : INFO : Epoch 1690 | loss: 0.0311866 | val_loss: 0.0311854 | Time: 1055.11 ms [2022-04-11 07:05:07 main:574] : INFO : Epoch 1691 | loss: 0.0311859 | val_loss: 0.031185 | Time: 1049.01 ms [2022-04-11 07:05:08 main:574] : INFO : Epoch 1692 | loss: 0.0311875 | val_loss: 0.031185 | Time: 1051.68 ms [2022-04-11 07:05:09 main:574] : INFO : Epoch 1693 | loss: 0.0311877 | val_loss: 0.0311893 | Time: 1046.24 ms [2022-04-11 07:05:10 main:574] : INFO : Epoch 1694 | loss: 0.0311866 | val_loss: 0.0311828 | Time: 1056 ms [2022-04-11 07:05:11 main:574] : INFO : Epoch 1695 | loss: 0.0311872 | val_loss: 0.0311834 | Time: 1048.69 ms [2022-04-11 07:05:13 main:574] : INFO : Epoch 1696 | loss: 0.0311856 | val_loss: 0.0311833 | Time: 1051.56 ms [2022-04-11 07:05:14 main:574] : INFO : Epoch 1697 | loss: 0.0311851 | val_loss: 0.031182 | Time: 1046.25 ms [2022-04-11 07:05:15 main:574] : INFO : Epoch 1698 | loss: 0.0311863 | val_loss: 0.0311849 | Time: 1055.77 ms [2022-04-11 07:05:16 main:574] : INFO : Epoch 1699 | loss: 0.0311882 | val_loss: 0.0311852 | Time: 1048.3 ms [2022-04-11 07:05:17 main:574] : INFO : Epoch 1700 | loss: 0.0311855 | val_loss: 0.0311848 | Time: 1051.49 ms [2022-04-11 07:05:18 main:574] : INFO : Epoch 1701 | loss: 0.0311847 | val_loss: 0.0311828 | Time: 1046.88 ms [2022-04-11 07:05:19 main:574] : INFO : Epoch 1702 | loss: 0.0311844 | val_loss: 0.0311826 | Time: 1053.73 ms [2022-04-11 07:05:20 main:574] : INFO : Epoch 1703 | loss: 0.0311841 | val_loss: 0.0311824 | Time: 1048.98 ms [2022-04-11 07:05:22 main:574] : INFO : Epoch 1704 | loss: 0.0311849 | val_loss: 0.0311827 | Time: 1050.51 ms [2022-04-11 07:05:23 main:574] : INFO : Epoch 1705 | loss: 0.0311885 | val_loss: 0.031187 | Time: 1046.77 ms [2022-04-11 07:05:24 main:574] : INFO : Epoch 1706 | loss: 0.0311868 | val_loss: 0.0311824 | Time: 1054.63 ms [2022-04-11 07:05:25 main:574] : INFO : Epoch 1707 | loss: 0.0311843 | val_loss: 0.031183 | Time: 1048.49 ms [2022-04-11 07:05:26 main:574] : INFO : Epoch 1708 | loss: 0.0311842 | val_loss: 0.0311825 | Time: 1051.22 ms [2022-04-11 07:05:27 main:574] : INFO : Epoch 1709 | loss: 0.031185 | val_loss: 0.0311856 | Time: 1047.34 ms [2022-04-11 07:05:28 main:574] : INFO : Epoch 1710 | loss: 0.0311874 | val_loss: 0.0311874 | Time: 1056.48 ms [2022-04-11 07:05:29 main:574] : INFO : Epoch 1711 | loss: 0.0311858 | val_loss: 0.0311832 | Time: 1049.29 ms [2022-04-11 07:05:31 main:574] : INFO : Epoch 1712 | loss: 0.0311864 | val_loss: 0.0311842 | Time: 1053.48 ms [2022-04-11 07:05:32 main:574] : INFO : Epoch 1713 | loss: 0.0311848 | val_loss: 0.0311854 | Time: 1046.21 ms [2022-04-11 07:05:33 main:574] : INFO : Epoch 1714 | loss: 0.0311856 | val_loss: 0.0311901 | Time: 1053.91 ms [2022-04-11 07:05:34 main:574] : INFO : Epoch 1715 | loss: 0.031186 | val_loss: 0.0311838 | Time: 1047.6 ms [2022-04-11 07:05:35 main:574] : INFO : Epoch 1716 | loss: 0.0311844 | val_loss: 0.031184 | Time: 1052.45 ms [2022-04-11 07:05:36 main:574] : INFO : Epoch 1717 | loss: 0.0311839 | val_loss: 0.0311832 | Time: 1047.25 ms [2022-04-11 07:05:37 main:574] : INFO : Epoch 1718 | loss: 0.0311866 | val_loss: 0.0311838 | Time: 1054.27 ms [2022-04-11 07:05:38 main:574] : INFO : Epoch 1719 | loss: 0.031185 | val_loss: 0.0311841 | Time: 1050.37 ms [2022-04-11 07:05:40 main:574] : INFO : Epoch 1720 | loss: 0.0311847 | val_loss: 0.0311834 | Time: 1050.61 ms [2022-04-11 07:05:41 main:574] : INFO : Epoch 1721 | loss: 0.0311838 | val_loss: 0.0311875 | Time: 1049.68 ms [2022-04-11 07:05:42 main:574] : INFO : Epoch 1722 | loss: 0.031186 | val_loss: 0.0311839 | Time: 1054.42 ms [2022-04-11 07:05:43 main:574] : INFO : Epoch 1723 | loss: 0.0311854 | val_loss: 0.0311834 | Time: 1049.41 ms [2022-04-11 07:05:44 main:574] : INFO : Epoch 1724 | loss: 0.0311842 | val_loss: 0.0311844 | Time: 1049 ms [2022-04-11 07:05:45 main:574] : INFO : Epoch 1725 | loss: 0.0311841 | val_loss: 0.0311832 | Time: 1049.17 ms [2022-04-11 07:05:46 main:574] : INFO : Epoch 1726 | loss: 0.0311845 | val_loss: 0.0311845 | Time: 1053.73 ms [2022-04-11 07:05:47 main:574] : INFO : Epoch 1727 | loss: 0.0311865 | val_loss: 0.0311841 | Time: 1049.72 ms [2022-04-11 07:05:49 main:574] : INFO : Epoch 1728 | loss: 0.0311847 | val_loss: 0.0311834 | Time: 1049.66 ms [2022-04-11 07:05:50 main:574] : INFO : Epoch 1729 | loss: 0.031184 | val_loss: 0.0311837 | Time: 1050.29 ms [2022-04-11 07:05:51 main:574] : INFO : Epoch 1730 | loss: 0.0311847 | val_loss: 0.0311828 | Time: 1054.57 ms [2022-04-11 07:05:52 main:574] : INFO : Epoch 1731 | loss: 0.0311859 | val_loss: 0.0311857 | Time: 1047.27 ms [2022-04-11 07:05:53 main:574] : INFO : Epoch 1732 | loss: 0.0311863 | val_loss: 0.0311833 | Time: 1049.69 ms [2022-04-11 07:05:54 main:574] : INFO : Epoch 1733 | loss: 0.0311864 | val_loss: 0.0311832 | Time: 1048.49 ms [2022-04-11 07:05:55 main:574] : INFO : Epoch 1734 | loss: 0.0311838 | val_loss: 0.0311833 | Time: 1055.91 ms [2022-04-11 07:05:57 main:574] : INFO : Epoch 1735 | loss: 0.0311852 | val_loss: 0.0311826 | Time: 1053.72 ms [2022-04-11 07:05:58 main:574] : INFO : Epoch 1736 | loss: 0.0311851 | val_loss: 0.0311831 | Time: 1051.52 ms [2022-04-11 07:05:59 main:574] : INFO : Epoch 1737 | loss: 0.0311847 | val_loss: 0.0311833 | Time: 1048.26 ms [2022-04-11 07:06:00 main:574] : INFO : Epoch 1738 | loss: 0.0311856 | val_loss: 0.0311851 | Time: 1054.24 ms [2022-04-11 07:06:01 main:574] : INFO : Epoch 1739 | loss: 0.0311864 | val_loss: 0.0311847 | Time: 1049.62 ms [2022-04-11 07:06:02 main:574] : INFO : Epoch 1740 | loss: 0.0311865 | val_loss: 0.0311835 | Time: 1050.67 ms [2022-04-11 07:06:03 main:574] : INFO : Epoch 1741 | loss: 0.0311885 | val_loss: 0.031185 | Time: 1047.1 ms [2022-04-11 07:06:04 main:574] : INFO : Epoch 1742 | loss: 0.0311842 | val_loss: 0.0311842 | Time: 1054.25 ms [2022-04-11 07:06:06 main:574] : INFO : Epoch 1743 | loss: 0.0311843 | val_loss: 0.0311834 | Time: 1049.29 ms [2022-04-11 07:06:07 main:574] : INFO : Epoch 1744 | loss: 0.0311844 | val_loss: 0.0311852 | Time: 1051.25 ms [2022-04-11 07:06:08 main:574] : INFO : Epoch 1745 | loss: 0.0311849 | val_loss: 0.0311829 | Time: 1047.9 ms [2022-04-11 07:06:09 main:574] : INFO : Epoch 1746 | loss: 0.0311847 | val_loss: 0.0311835 | Time: 1055.68 ms [2022-04-11 07:06:10 main:574] : INFO : Epoch 1747 | loss: 0.031188 | val_loss: 0.0311855 | Time: 1052.61 ms [2022-04-11 07:06:11 main:574] : INFO : Epoch 1748 | loss: 0.0311864 | val_loss: 0.0311834 | Time: 1050.06 ms [2022-04-11 07:06:12 main:574] : INFO : Epoch 1749 | loss: 0.0311853 | val_loss: 0.0311831 | Time: 1046.94 ms [2022-04-11 07:06:13 main:574] : INFO : Epoch 1750 | loss: 0.0311862 | val_loss: 0.0311863 | Time: 1053.25 ms [2022-04-11 07:06:15 main:574] : INFO : Epoch 1751 | loss: 0.0311864 | val_loss: 0.0311837 | Time: 1048.28 ms [2022-04-11 07:06:16 main:574] : INFO : Epoch 1752 | loss: 0.031185 | val_loss: 0.0311842 | Time: 1051.48 ms [2022-04-11 07:06:17 main:574] : INFO : Epoch 1753 | loss: 0.0311836 | val_loss: 0.0311835 | Time: 1045.37 ms [2022-04-11 07:06:18 main:574] : INFO : Epoch 1754 | loss: 0.0311833 | val_loss: 0.031185 | Time: 1054.32 ms [2022-04-11 07:06:19 main:574] : INFO : Epoch 1755 | loss: 0.0311834 | val_loss: 0.0311835 | Time: 1049.67 ms [2022-04-11 07:06:20 main:574] : INFO : Epoch 1756 | loss: 0.0311839 | val_loss: 0.0311834 | Time: 1049.24 ms [2022-04-11 07:06:21 main:574] : INFO : Epoch 1757 | loss: 0.0311827 | val_loss: 0.0311844 | Time: 1046.77 ms [2022-04-11 07:06:23 main:574] : INFO : Epoch 1758 | loss: 0.0311866 | val_loss: 0.0311849 | Time: 1054.47 ms [2022-04-11 07:06:24 main:574] : INFO : Epoch 1759 | loss: 0.0311843 | val_loss: 0.0311834 | Time: 1050.45 ms [2022-04-11 07:06:25 main:574] : INFO : Epoch 1760 | loss: 0.0311844 | val_loss: 0.0311825 | Time: 1049.13 ms [2022-04-11 07:06:26 main:574] : INFO : Epoch 1761 | loss: 0.0311846 | val_loss: 0.0311834 | Time: 1049 ms [2022-04-11 07:06:27 main:574] : INFO : Epoch 1762 | loss: 0.0311839 | val_loss: 0.031184 | Time: 1054.06 ms [2022-04-11 07:06:28 main:574] : INFO : Epoch 1763 | loss: 0.0311831 | val_loss: 0.0311832 | Time: 1049.12 ms [2022-04-11 07:06:29 main:574] : INFO : Epoch 1764 | loss: 0.0311836 | val_loss: 0.0311866 | Time: 1053.33 ms [2022-04-11 07:06:30 main:574] : INFO : Epoch 1765 | loss: 0.0311857 | val_loss: 0.0311841 | Time: 1046.14 ms [2022-04-11 07:06:32 main:574] : INFO : Epoch 1766 | loss: 0.0311833 | val_loss: 0.0311843 | Time: 1055.49 ms [2022-04-11 07:06:33 main:574] : INFO : Epoch 1767 | loss: 0.0311838 | val_loss: 0.0311834 | Time: 1050.14 ms [2022-04-11 07:06:34 main:574] : INFO : Epoch 1768 | loss: 0.031183 | val_loss: 0.0311832 | Time: 1050.93 ms [2022-04-11 07:06:35 main:574] : INFO : Epoch 1769 | loss: 0.0311831 | val_loss: 0.0311824 | Time: 1047.13 ms [2022-04-11 07:06:36 main:574] : INFO : Epoch 1770 | loss: 0.0311835 | val_loss: 0.0311871 | Time: 1052.79 ms [2022-04-11 07:06:37 main:574] : INFO : Epoch 1771 | loss: 0.0311848 | val_loss: 0.0311839 | Time: 1052.88 ms [2022-04-11 07:06:38 main:574] : INFO : Epoch 1772 | loss: 0.0311827 | val_loss: 0.0311829 | Time: 1052.08 ms [2022-04-11 07:06:39 main:574] : INFO : Epoch 1773 | loss: 0.0311837 | val_loss: 0.0311837 | Time: 1050.39 ms [2022-04-11 07:06:41 main:574] : INFO : Epoch 1774 | loss: 0.0311842 | val_loss: 0.0311827 | Time: 1048.33 ms [2022-04-11 07:06:42 main:574] : INFO : Epoch 1775 | loss: 0.0311842 | val_loss: 0.0311865 | Time: 1051.31 ms [2022-04-11 07:06:43 main:574] : INFO : Epoch 1776 | loss: 0.031185 | val_loss: 0.0311839 | Time: 1046.78 ms [2022-04-11 07:06:44 main:574] : INFO : Epoch 1777 | loss: 0.0311839 | val_loss: 0.0311972 | Time: 1053.4 ms [2022-04-11 07:06:45 main:574] : INFO : Epoch 1778 | loss: 0.0311874 | val_loss: 0.0311956 | Time: 1049.51 ms [2022-04-11 07:06:46 main:574] : INFO : Epoch 1779 | loss: 0.0311894 | val_loss: 0.0311939 | Time: 1051.39 ms [2022-04-11 07:06:47 main:574] : INFO : Epoch 1780 | loss: 0.0311882 | val_loss: 0.0311896 | Time: 1041.22 ms [2022-04-11 07:06:49 main:574] : INFO : Epoch 1781 | loss: 0.0311861 | val_loss: 0.0311868 | Time: 1053.39 ms [2022-04-11 07:06:50 main:574] : INFO : Epoch 1782 | loss: 0.0311872 | val_loss: 0.0311871 | Time: 1049.59 ms [2022-04-11 07:06:51 main:574] : INFO : Epoch 1783 | loss: 0.031185 | val_loss: 0.0311887 | Time: 1051.82 ms [2022-04-11 07:06:52 main:574] : INFO : Epoch 1784 | loss: 0.0311838 | val_loss: 0.0311855 | Time: 1046.26 ms [2022-04-11 07:06:53 main:574] : INFO : Epoch 1785 | loss: 0.0311839 | val_loss: 0.0311871 | Time: 1053.07 ms [2022-04-11 07:06:54 main:574] : INFO : Epoch 1786 | loss: 0.0311851 | val_loss: 0.0311868 | Time: 1049.23 ms [2022-04-11 07:06:55 main:574] : INFO : Epoch 1787 | loss: 0.0311854 | val_loss: 0.0311858 | Time: 1053.79 ms [2022-04-11 07:06:56 main:574] : INFO : Epoch 1788 | loss: 0.0311882 | val_loss: 0.0311881 | Time: 1046.33 ms [2022-04-11 07:06:58 main:574] : INFO : Epoch 1789 | loss: 0.0311906 | val_loss: 0.0311853 | Time: 1053.6 ms [2022-04-11 07:06:59 main:574] : INFO : Epoch 1790 | loss: 0.0311879 | val_loss: 0.0311881 | Time: 1050.76 ms [2022-04-11 07:07:00 main:574] : INFO : Epoch 1791 | loss: 0.0311845 | val_loss: 0.0311866 | Time: 1051.68 ms [2022-04-11 07:07:01 main:574] : INFO : Epoch 1792 | loss: 0.0311843 | val_loss: 0.0311864 | Time: 1045.1 ms [2022-04-11 07:07:02 main:574] : INFO : Epoch 1793 | loss: 0.0311862 | val_loss: 0.0311856 | Time: 1053.62 ms [2022-04-11 07:07:03 main:574] : INFO : Epoch 1794 | loss: 0.0311898 | val_loss: 0.0311866 | Time: 1047.75 ms [2022-04-11 07:07:04 main:574] : INFO : Epoch 1795 | loss: 0.0311867 | val_loss: 0.0311872 | Time: 1051.08 ms [2022-04-11 07:07:05 main:574] : INFO : Epoch 1796 | loss: 0.0311864 | val_loss: 0.0311892 | Time: 1046.7 ms [2022-04-11 07:07:07 main:574] : INFO : Epoch 1797 | loss: 0.0311867 | val_loss: 0.0311862 | Time: 1056.24 ms [2022-04-11 07:07:08 main:574] : INFO : Epoch 1798 | loss: 0.031185 | val_loss: 0.0311867 | Time: 1049.63 ms [2022-04-11 07:07:09 main:574] : INFO : Epoch 1799 | loss: 0.0311843 | val_loss: 0.0311894 | Time: 1050.12 ms [2022-04-11 07:07:10 main:574] : INFO : Epoch 1800 | loss: 0.0311849 | val_loss: 0.0311854 | Time: 1045.5 ms [2022-04-11 07:07:11 main:574] : INFO : Epoch 1801 | loss: 0.0311852 | val_loss: 0.0311936 | Time: 1051.7 ms [2022-04-11 07:07:12 main:574] : INFO : Epoch 1802 | loss: 0.031188 | val_loss: 0.0311937 | Time: 1051.76 ms [2022-04-11 07:07:13 main:574] : INFO : Epoch 1803 | loss: 0.0311883 | val_loss: 0.0311875 | Time: 1049.45 ms [2022-04-11 07:07:14 main:574] : INFO : Epoch 1804 | loss: 0.0311886 | val_loss: 0.0311859 | Time: 1049.75 ms [2022-04-11 07:07:16 main:574] : INFO : Epoch 1805 | loss: 0.0311858 | val_loss: 0.0311848 | Time: 1053.44 ms [2022-04-11 07:07:17 main:574] : INFO : Epoch 1806 | loss: 0.0311851 | val_loss: 0.0311865 | Time: 1050.78 ms [2022-04-11 07:07:18 main:574] : INFO : Epoch 1807 | loss: 0.0311853 | val_loss: 0.0311875 | Time: 1052.18 ms [2022-04-11 07:07:19 main:574] : INFO : Epoch 1808 | loss: 0.0311868 | val_loss: 0.0311854 | Time: 1050.92 ms [2022-04-11 07:07:20 main:574] : INFO : Epoch 1809 | loss: 0.0311871 | val_loss: 0.0311886 | Time: 1054.89 ms [2022-04-11 07:07:21 main:574] : INFO : Epoch 1810 | loss: 0.0311843 | val_loss: 0.0311846 | Time: 1049.37 ms [2022-04-11 07:07:22 main:574] : INFO : Epoch 1811 | loss: 0.0311833 | val_loss: 0.0311873 | Time: 1049.98 ms [2022-04-11 07:07:23 main:574] : INFO : Epoch 1812 | loss: 0.0311842 | val_loss: 0.0311862 | Time: 1045.88 ms [2022-04-11 07:07:25 main:574] : INFO : Epoch 1813 | loss: 0.0311861 | val_loss: 0.031185 | Time: 1055.2 ms [2022-04-11 07:07:26 main:574] : INFO : Epoch 1814 | loss: 0.0311844 | val_loss: 0.0311857 | Time: 1050.79 ms [2022-04-11 07:07:27 main:574] : INFO : Epoch 1815 | loss: 0.0311831 | val_loss: 0.0311857 | Time: 1051.21 ms [2022-04-11 07:07:28 main:574] : INFO : Epoch 1816 | loss: 0.0311872 | val_loss: 0.0311902 | Time: 1044.75 ms [2022-04-11 07:07:29 main:574] : INFO : Epoch 1817 | loss: 0.0311859 | val_loss: 0.0311908 | Time: 1056.56 ms [2022-04-11 07:07:30 main:574] : INFO : Epoch 1818 | loss: 0.0311854 | val_loss: 0.0311865 | Time: 1047.78 ms [2022-04-11 07:07:31 main:574] : INFO : Epoch 1819 | loss: 0.0311847 | val_loss: 0.0311856 | Time: 1046.55 ms [2022-04-11 07:07:32 main:574] : INFO : Epoch 1820 | loss: 0.0311835 | val_loss: 0.0311848 | Time: 1051.69 ms [2022-04-11 07:07:34 main:574] : INFO : Epoch 1821 | loss: 0.0311832 | val_loss: 0.0311855 | Time: 1048.71 ms [2022-04-11 07:07:35 main:574] : INFO : Epoch 1822 | loss: 0.0311863 | val_loss: 0.0311875 | Time: 1050.26 ms [2022-04-11 07:07:36 main:574] : INFO : Epoch 1823 | loss: 0.0311864 | val_loss: 0.0311879 | Time: 1045.61 ms [2022-04-11 07:07:37 main:574] : INFO : Epoch 1824 | loss: 0.031185 | val_loss: 0.0311847 | Time: 1049.97 ms [2022-04-11 07:07:38 main:574] : INFO : Epoch 1825 | loss: 0.0311832 | val_loss: 0.0311852 | Time: 1050.22 ms [2022-04-11 07:07:39 main:574] : INFO : Epoch 1826 | loss: 0.0311837 | val_loss: 0.031186 | Time: 1049.88 ms [2022-04-11 07:07:40 main:574] : INFO : Epoch 1827 | loss: 0.0311829 | val_loss: 0.031185 | Time: 1048.33 ms [2022-04-11 07:07:41 main:574] : INFO : Epoch 1828 | loss: 0.0311825 | val_loss: 0.0311869 | Time: 1052.08 ms [2022-04-11 07:07:43 main:574] : INFO : Epoch 1829 | loss: 0.0311829 | val_loss: 0.0311844 | Time: 1050.09 ms [2022-04-11 07:07:44 main:574] : INFO : Epoch 1830 | loss: 0.0311829 | val_loss: 0.0311869 | Time: 1050.81 ms [2022-04-11 07:07:45 main:574] : INFO : Epoch 1831 | loss: 0.031183 | val_loss: 0.0311834 | Time: 1045.36 ms [2022-04-11 07:07:46 main:574] : INFO : Epoch 1832 | loss: 0.0311841 | val_loss: 0.0311856 | Time: 1055.25 ms [2022-04-11 07:07:47 main:574] : INFO : Epoch 1833 | loss: 0.0311852 | val_loss: 0.0311861 | Time: 1048.87 ms [2022-04-11 07:07:48 main:574] : INFO : Epoch 1834 | loss: 0.0311862 | val_loss: 0.0311885 | Time: 1049.87 ms [2022-04-11 07:07:49 main:574] : INFO : Epoch 1835 | loss: 0.0311882 | val_loss: 0.0311877 | Time: 1048.5 ms [2022-04-11 07:07:50 main:574] : INFO : Epoch 1836 | loss: 0.0311872 | val_loss: 0.031187 | Time: 1054.48 ms [2022-04-11 07:07:52 main:574] : INFO : Epoch 1837 | loss: 0.0311897 | val_loss: 0.0311894 | Time: 1048.4 ms [2022-04-11 07:07:53 main:574] : INFO : Epoch 1838 | loss: 0.03119 | val_loss: 0.0311857 | Time: 1048.73 ms [2022-04-11 07:07:54 main:574] : INFO : Epoch 1839 | loss: 0.0311888 | val_loss: 0.0311945 | Time: 1045.61 ms [2022-04-11 07:07:55 main:574] : INFO : Epoch 1840 | loss: 0.0311917 | val_loss: 0.0311892 | Time: 1054.71 ms [2022-04-11 07:07:56 main:574] : INFO : Epoch 1841 | loss: 0.0311886 | val_loss: 0.0311858 | Time: 1049.91 ms [2022-04-11 07:07:57 main:574] : INFO : Epoch 1842 | loss: 0.0311858 | val_loss: 0.0311849 | Time: 1048.3 ms [2022-04-11 07:07:58 main:574] : INFO : Epoch 1843 | loss: 0.0311863 | val_loss: 0.0311851 | Time: 1046.82 ms [2022-04-11 07:07:59 main:574] : INFO : Epoch 1844 | loss: 0.0311856 | val_loss: 0.0311854 | Time: 1051.35 ms [2022-04-11 07:08:01 main:574] : INFO : Epoch 1845 | loss: 0.0311861 | val_loss: 0.0311863 | Time: 1053.22 ms [2022-04-11 07:08:02 main:574] : INFO : Epoch 1846 | loss: 0.0311857 | val_loss: 0.031184 | Time: 1053.4 ms [2022-04-11 07:08:03 main:574] : INFO : Epoch 1847 | loss: 0.0311849 | val_loss: 0.0311837 | Time: 1046.02 ms [2022-04-11 07:08:04 main:574] : INFO : Epoch 1848 | loss: 0.0311848 | val_loss: 0.0311852 | Time: 1052.71 ms [2022-04-11 07:08:05 main:574] : INFO : Epoch 1849 | loss: 0.0311875 | val_loss: 0.0311869 | Time: 1049.93 ms [2022-04-11 07:08:06 main:574] : INFO : Epoch 1850 | loss: 0.0311869 | val_loss: 0.0311845 | Time: 1050.86 ms [2022-04-11 07:08:07 main:574] : INFO : Epoch 1851 | loss: 0.0311856 | val_loss: 0.031185 | Time: 1048.19 ms [2022-04-11 07:08:08 main:574] : INFO : Epoch 1852 | loss: 0.031188 | val_loss: 0.0311886 | Time: 1053.91 ms [2022-04-11 07:08:10 main:574] : INFO : Epoch 1853 | loss: 0.0311864 | val_loss: 0.0311864 | Time: 1047.16 ms [2022-04-11 07:08:11 main:574] : INFO : Epoch 1854 | loss: 0.0311859 | val_loss: 0.031185 | Time: 1049.76 ms [2022-04-11 07:08:12 main:574] : INFO : Epoch 1855 | loss: 0.0311862 | val_loss: 0.0311852 | Time: 1048.57 ms [2022-04-11 07:08:13 main:574] : INFO : Epoch 1856 | loss: 0.031186 | val_loss: 0.0311876 | Time: 1046.92 ms [2022-04-11 07:08:14 main:574] : INFO : Epoch 1857 | loss: 0.0311865 | val_loss: 0.031185 | Time: 1049.64 ms [2022-04-11 07:08:15 main:574] : INFO : Epoch 1858 | loss: 0.0311869 | val_loss: 0.0311855 | Time: 1046.99 ms [2022-04-11 07:08:16 main:574] : INFO : Epoch 1859 | loss: 0.0311865 | val_loss: 0.0311845 | Time: 1054.74 ms [2022-04-11 07:08:17 main:574] : INFO : Epoch 1860 | loss: 0.0311862 | val_loss: 0.0311849 | Time: 1049.37 ms [2022-04-11 07:08:19 main:574] : INFO : Epoch 1861 | loss: 0.0311882 | val_loss: 0.0311852 | Time: 1050.73 ms [2022-04-11 07:08:20 main:574] : INFO : Epoch 1862 | loss: 0.0311861 | val_loss: 0.0311877 | Time: 1045.56 ms [2022-04-11 07:08:21 main:574] : INFO : Epoch 1863 | loss: 0.0311873 | val_loss: 0.0311859 | Time: 1054.88 ms [2022-04-11 07:08:22 main:574] : INFO : Epoch 1864 | loss: 0.0311871 | val_loss: 0.0311881 | Time: 1049.38 ms [2022-04-11 07:08:23 main:574] : INFO : Epoch 1865 | loss: 0.031187 | val_loss: 0.0311862 | Time: 1052.07 ms [2022-04-11 07:08:24 main:574] : INFO : Epoch 1866 | loss: 0.0311868 | val_loss: 0.0311849 | Time: 1049.27 ms [2022-04-11 07:08:25 main:574] : INFO : Epoch 1867 | loss: 0.0311851 | val_loss: 0.0311849 | Time: 1049.78 ms [2022-04-11 07:08:27 main:574] : INFO : Epoch 1868 | loss: 0.0311878 | val_loss: 0.0311895 | Time: 1049.3 ms [2022-04-11 07:08:28 main:574] : INFO : Epoch 1869 | loss: 0.0311878 | val_loss: 0.0311866 | Time: 1050.27 ms [2022-04-11 07:08:29 main:574] : INFO : Epoch 1870 | loss: 0.0311865 | val_loss: 0.0311875 | Time: 1045.84 ms [2022-04-11 07:08:30 main:574] : INFO : Epoch 1871 | loss: 0.0311864 | val_loss: 0.0311889 | Time: 1054.16 ms [2022-04-11 07:08:31 main:574] : INFO : Epoch 1872 | loss: 0.0311875 | val_loss: 0.0311872 | Time: 1048.98 ms [2022-04-11 07:08:32 main:574] : INFO : Epoch 1873 | loss: 0.0311887 | val_loss: 0.0311878 | Time: 1050.91 ms [2022-04-11 07:08:33 main:574] : INFO : Epoch 1874 | loss: 0.0311895 | val_loss: 0.0311877 | Time: 1047.46 ms [2022-04-11 07:08:34 main:574] : INFO : Epoch 1875 | loss: 0.0311883 | val_loss: 0.0311871 | Time: 1055 ms [2022-04-11 07:08:36 main:574] : INFO : Epoch 1876 | loss: 0.0311886 | val_loss: 0.0311876 | Time: 1050.48 ms [2022-04-11 07:08:37 main:574] : INFO : Epoch 1877 | loss: 0.0311885 | val_loss: 0.0311892 | Time: 1051.87 ms [2022-04-11 07:08:38 main:574] : INFO : Epoch 1878 | loss: 0.0311894 | val_loss: 0.0311885 | Time: 1045.79 ms [2022-04-11 07:08:39 main:574] : INFO : Epoch 1879 | loss: 0.031188 | val_loss: 0.0311882 | Time: 1054.44 ms [2022-04-11 07:08:40 main:574] : INFO : Epoch 1880 | loss: 0.0311893 | val_loss: 0.0311899 | Time: 1049.27 ms [2022-04-11 07:08:41 main:574] : INFO : Epoch 1881 | loss: 0.0311898 | val_loss: 0.031187 | Time: 1051.02 ms [2022-04-11 07:08:42 main:574] : INFO : Epoch 1882 | loss: 0.0311893 | val_loss: 0.0311886 | Time: 1050.67 ms [2022-04-11 07:08:43 main:574] : INFO : Epoch 1883 | loss: 0.0311888 | val_loss: 0.0311926 | Time: 1054.69 ms [2022-04-11 07:08:45 main:574] : INFO : Epoch 1884 | loss: 0.0311897 | val_loss: 0.0311869 | Time: 1048.73 ms [2022-04-11 07:08:46 main:574] : INFO : Epoch 1885 | loss: 0.0311865 | val_loss: 0.0311878 | Time: 1051.07 ms [2022-04-11 07:08:47 main:574] : INFO : Epoch 1886 | loss: 0.0311866 | val_loss: 0.0311865 | Time: 1048.09 ms [2022-04-11 07:08:48 main:574] : INFO : Epoch 1887 | loss: 0.031187 | val_loss: 0.031186 | Time: 1053.69 ms [2022-04-11 07:08:49 main:574] : INFO : Epoch 1888 | loss: 0.0311862 | val_loss: 0.0311849 | Time: 1048.57 ms [2022-04-11 07:08:50 main:574] : INFO : Epoch 1889 | loss: 0.0311873 | val_loss: 0.0311871 | Time: 1050.53 ms [2022-04-11 07:08:51 main:574] : INFO : Epoch 1890 | loss: 0.0311871 | val_loss: 0.0311857 | Time: 1046.92 ms [2022-04-11 07:08:52 main:574] : INFO : Epoch 1891 | loss: 0.0311865 | val_loss: 0.0311855 | Time: 1054.12 ms [2022-04-11 07:08:54 main:574] : INFO : Epoch 1892 | loss: 0.0311871 | val_loss: 0.0311853 | Time: 1049.66 ms [2022-04-11 07:08:55 main:574] : INFO : Epoch 1893 | loss: 0.0311868 | val_loss: 0.0311879 | Time: 1051.05 ms [2022-04-11 07:08:56 main:574] : INFO : Epoch 1894 | loss: 0.0311867 | val_loss: 0.031185 | Time: 1044.82 ms [2022-04-11 07:08:57 main:574] : INFO : Epoch 1895 | loss: 0.031188 | val_loss: 0.0311875 | Time: 1054.28 ms [2022-04-11 07:08:58 main:574] : INFO : Epoch 1896 | loss: 0.0311872 | val_loss: 0.0311884 | Time: 1049.3 ms [2022-04-11 07:08:59 main:574] : INFO : Epoch 1897 | loss: 0.0311884 | val_loss: 0.0311864 | Time: 1051.11 ms [2022-04-11 07:09:00 main:574] : INFO : Epoch 1898 | loss: 0.0311887 | val_loss: 0.0311925 | Time: 1046.71 ms [2022-04-11 07:09:01 main:574] : INFO : Epoch 1899 | loss: 0.0311892 | val_loss: 0.0311873 | Time: 1054.18 ms [2022-04-11 07:09:03 main:574] : INFO : Epoch 1900 | loss: 0.0311892 | val_loss: 0.0311869 | Time: 1049.9 ms [2022-04-11 07:09:04 main:574] : INFO : Epoch 1901 | loss: 0.0311883 | val_loss: 0.0311879 | Time: 1052.5 ms [2022-04-11 07:09:05 main:574] : INFO : Epoch 1902 | loss: 0.0311878 | val_loss: 0.0311858 | Time: 1047.44 ms [2022-04-11 07:09:06 main:574] : INFO : Epoch 1903 | loss: 0.0311884 | val_loss: 0.0311892 | Time: 1055.29 ms [2022-04-11 07:09:07 main:574] : INFO : Epoch 1904 | loss: 0.0311871 | val_loss: 0.0311876 | Time: 1049.69 ms [2022-04-11 07:09:08 main:574] : INFO : Epoch 1905 | loss: 0.0311854 | val_loss: 0.0311853 | Time: 1049.69 ms [2022-04-11 07:09:09 main:574] : INFO : Epoch 1906 | loss: 0.0311866 | val_loss: 0.0311854 | Time: 1038.89 ms [2022-04-11 07:09:10 main:574] : INFO : Epoch 1907 | loss: 0.0311866 | val_loss: 0.0311881 | Time: 1055.77 ms [2022-04-11 07:09:12 main:574] : INFO : Epoch 1908 | loss: 0.0311862 | val_loss: 0.031186 | Time: 1047.14 ms [2022-04-11 07:09:13 main:574] : INFO : Epoch 1909 | loss: 0.0311868 | val_loss: 0.031188 | Time: 1050.21 ms [2022-04-11 07:09:14 main:574] : INFO : Epoch 1910 | loss: 0.0311859 | val_loss: 0.0311893 | Time: 1050.18 ms [2022-04-11 07:09:15 main:574] : INFO : Epoch 1911 | loss: 0.031186 | val_loss: 0.0311869 | Time: 1054.29 ms [2022-04-11 07:09:16 main:574] : INFO : Epoch 1912 | loss: 0.0311855 | val_loss: 0.03119 | Time: 1052.24 ms [2022-04-11 07:09:17 main:574] : INFO : Epoch 1913 | loss: 0.0311895 | val_loss: 0.0311883 | Time: 1050.71 ms [2022-04-11 07:09:18 main:574] : INFO : Epoch 1914 | loss: 0.031186 | val_loss: 0.0311889 | Time: 1045.17 ms [2022-04-11 07:09:19 main:574] : INFO : Epoch 1915 | loss: 0.0311862 | val_loss: 0.0311889 | Time: 1052.73 ms [2022-04-11 07:09:21 main:574] : INFO : Epoch 1916 | loss: 0.0311864 | val_loss: 0.0311855 | Time: 1050.06 ms [2022-04-11 07:09:22 main:574] : INFO : Epoch 1917 | loss: 0.0311864 | val_loss: 0.0311894 | Time: 1051.46 ms [2022-04-11 07:09:23 main:574] : INFO : Epoch 1918 | loss: 0.0311855 | val_loss: 0.0311885 | Time: 1046.55 ms [2022-04-11 07:09:24 main:574] : INFO : Epoch 1919 | loss: 0.0311855 | val_loss: 0.0311856 | Time: 1054.17 ms [2022-04-11 07:09:25 main:574] : INFO : Epoch 1920 | loss: 0.0311847 | val_loss: 0.0311874 | Time: 1049.11 ms [2022-04-11 07:09:26 main:574] : INFO : Epoch 1921 | loss: 0.0311839 | val_loss: 0.0311856 | Time: 1050.48 ms [2022-04-11 07:09:27 main:574] : INFO : Epoch 1922 | loss: 0.0311832 | val_loss: 0.0311863 | Time: 1047.8 ms [2022-04-11 07:09:28 main:574] : INFO : Epoch 1923 | loss: 0.0311829 | val_loss: 0.0311849 | Time: 1053.19 ms [2022-04-11 07:09:30 main:574] : INFO : Epoch 1924 | loss: 0.0311836 | val_loss: 0.031187 | Time: 1047.78 ms [2022-04-11 07:09:31 main:574] : INFO : Epoch 1925 | loss: 0.0311828 | val_loss: 0.0311863 | Time: 1052.24 ms [2022-04-11 07:09:32 main:574] : INFO : Epoch 1926 | loss: 0.0311827 | val_loss: 0.0311839 | Time: 1046.29 ms [2022-04-11 07:09:33 main:574] : INFO : Epoch 1927 | loss: 0.0311836 | val_loss: 0.031186 | Time: 1055.61 ms [2022-04-11 07:09:34 main:574] : INFO : Epoch 1928 | loss: 0.0311852 | val_loss: 0.0311882 | Time: 1050.72 ms [2022-04-11 07:09:35 main:574] : INFO : Epoch 1929 | loss: 0.0311845 | val_loss: 0.0311875 | Time: 1051.29 ms [2022-04-11 07:09:36 main:574] : INFO : Epoch 1930 | loss: 0.0311855 | val_loss: 0.0311853 | Time: 1048.52 ms [2022-04-11 07:09:38 main:574] : INFO : Epoch 1931 | loss: 0.0311835 | val_loss: 0.0311865 | Time: 1053.8 ms [2022-04-11 07:09:39 main:574] : INFO : Epoch 1932 | loss: 0.0311855 | val_loss: 0.0311862 | Time: 1046.94 ms [2022-04-11 07:09:40 main:574] : INFO : Epoch 1933 | loss: 0.0311831 | val_loss: 0.0311886 | Time: 1050.84 ms [2022-04-11 07:09:41 main:574] : INFO : Epoch 1934 | loss: 0.031185 | val_loss: 0.031186 | Time: 1045.54 ms [2022-04-11 07:09:42 main:574] : INFO : Epoch 1935 | loss: 0.0311856 | val_loss: 0.0311872 | Time: 1053.5 ms [2022-04-11 07:09:43 main:574] : INFO : Epoch 1936 | loss: 0.0311841 | val_loss: 0.0311867 | Time: 1048.4 ms [2022-04-11 07:09:44 main:574] : INFO : Epoch 1937 | loss: 0.0311835 | val_loss: 0.031185 | Time: 1050.14 ms [2022-04-11 07:09:45 main:574] : INFO : Epoch 1938 | loss: 0.0311834 | val_loss: 0.0311861 | Time: 1045.78 ms [2022-04-11 07:09:47 main:574] : INFO : Epoch 1939 | loss: 0.0311865 | val_loss: 0.031186 | Time: 1054.3 ms [2022-04-11 07:09:48 main:574] : INFO : Epoch 1940 | loss: 0.0311851 | val_loss: 0.0311839 | Time: 1048.85 ms [2022-04-11 07:09:49 main:574] : INFO : Epoch 1941 | loss: 0.0311839 | val_loss: 0.0311831 | Time: 1050.67 ms [2022-04-11 07:09:50 main:574] : INFO : Epoch 1942 | loss: 0.0311833 | val_loss: 0.0311827 | Time: 1045.58 ms [2022-04-11 07:09:51 main:574] : INFO : Epoch 1943 | loss: 0.0311824 | val_loss: 0.0311848 | Time: 1053.76 ms [2022-04-11 07:09:52 main:574] : INFO : Epoch 1944 | loss: 0.0311821 | val_loss: 0.0311837 | Time: 1050.67 ms [2022-04-11 07:09:53 main:574] : INFO : Epoch 1945 | loss: 0.0311812 | val_loss: 0.0311845 | Time: 1052.26 ms [2022-04-11 07:09:54 main:574] : INFO : Epoch 1946 | loss: 0.0311828 | val_loss: 0.0311947 | Time: 1047.57 ms [2022-04-11 07:09:56 main:574] : INFO : Epoch 1947 | loss: 0.0311861 | val_loss: 0.0311854 | Time: 1051.32 ms [2022-04-11 07:09:57 main:574] : INFO : Epoch 1948 | loss: 0.0311842 | val_loss: 0.0311839 | Time: 1050.22 ms [2022-04-11 07:09:58 main:574] : INFO : Epoch 1949 | loss: 0.0311825 | val_loss: 0.0311856 | Time: 1051.79 ms [2022-04-11 07:09:59 main:574] : INFO : Epoch 1950 | loss: 0.0311827 | val_loss: 0.0311843 | Time: 1047.96 ms [2022-04-11 07:10:00 main:574] : INFO : Epoch 1951 | loss: 0.0311826 | val_loss: 0.0311847 | Time: 1052.65 ms [2022-04-11 07:10:01 main:574] : INFO : Epoch 1952 | loss: 0.0311828 | val_loss: 0.031185 | Time: 1051.85 ms [2022-04-11 07:10:02 main:574] : INFO : Epoch 1953 | loss: 0.0311822 | val_loss: 0.0311839 | Time: 1052.06 ms [2022-04-11 07:10:03 main:574] : INFO : Epoch 1954 | loss: 0.0311835 | val_loss: 0.0311844 | Time: 1046.78 ms [2022-04-11 07:10:05 main:574] : INFO : Epoch 1955 | loss: 0.031184 | val_loss: 0.0311903 | Time: 1053.68 ms [2022-04-11 07:10:06 main:574] : INFO : Epoch 1956 | loss: 0.0311871 | val_loss: 0.0311849 | Time: 1048.03 ms [2022-04-11 07:10:07 main:574] : INFO : Epoch 1957 | loss: 0.0311834 | val_loss: 0.0311842 | Time: 1053.17 ms [2022-04-11 07:10:08 main:574] : INFO : Epoch 1958 | loss: 0.0311839 | val_loss: 0.0311835 | Time: 1045.72 ms [2022-04-11 07:10:09 main:574] : INFO : Epoch 1959 | loss: 0.031183 | val_loss: 0.0311862 | Time: 1055.06 ms [2022-04-11 07:10:10 main:574] : INFO : Epoch 1960 | loss: 0.0311841 | val_loss: 0.0311858 | Time: 1048.38 ms [2022-04-11 07:10:11 main:574] : INFO : Epoch 1961 | loss: 0.0311829 | val_loss: 0.0311854 | Time: 1051.39 ms [2022-04-11 07:10:13 main:574] : INFO : Epoch 1962 | loss: 0.0311834 | val_loss: 0.0311855 | Time: 1041.31 ms [2022-04-11 07:10:14 main:574] : INFO : Epoch 1963 | loss: 0.0311847 | val_loss: 0.0311903 | Time: 1054.53 ms [2022-04-11 07:10:15 main:574] : INFO : Epoch 1964 | loss: 0.0311832 | val_loss: 0.0311894 | Time: 1049.34 ms [2022-04-11 07:10:16 main:574] : INFO : Epoch 1965 | loss: 0.0311832 | val_loss: 0.0311849 | Time: 1051.36 ms [2022-04-11 07:10:17 main:574] : INFO : Epoch 1966 | loss: 0.0311827 | val_loss: 0.031187 | Time: 1047.55 ms [2022-04-11 07:10:18 main:574] : INFO : Epoch 1967 | loss: 0.0311825 | val_loss: 0.0311858 | Time: 1052.88 ms [2022-04-11 07:10:19 main:574] : INFO : Epoch 1968 | loss: 0.0311821 | val_loss: 0.0311857 | Time: 1050.68 ms [2022-04-11 07:10:20 main:574] : INFO : Epoch 1969 | loss: 0.0311823 | val_loss: 0.0311868 | Time: 1052.74 ms [2022-04-11 07:10:22 main:574] : INFO : Epoch 1970 | loss: 0.0311834 | val_loss: 0.0311858 | Time: 1046.42 ms [2022-04-11 07:10:23 main:574] : INFO : Epoch 1971 | loss: 0.0311823 | val_loss: 0.0311841 | Time: 1053.02 ms [2022-04-11 07:10:24 main:574] : INFO : Epoch 1972 | loss: 0.0311835 | val_loss: 0.0311855 | Time: 1048.73 ms [2022-04-11 07:10:25 main:574] : INFO : Epoch 1973 | loss: 0.0311824 | val_loss: 0.0311835 | Time: 1052.3 ms [2022-04-11 07:10:26 main:574] : INFO : Epoch 1974 | loss: 0.0311825 | val_loss: 0.0311888 | Time: 1047.34 ms [2022-04-11 07:10:27 main:574] : INFO : Epoch 1975 | loss: 0.0311841 | val_loss: 0.031188 | Time: 1053.64 ms [2022-04-11 07:10:28 main:574] : INFO : Epoch 1976 | loss: 0.0311847 | val_loss: 0.031187 | Time: 1048.29 ms [2022-04-11 07:10:29 main:574] : INFO : Epoch 1977 | loss: 0.0311828 | val_loss: 0.0311838 | Time: 1050.62 ms [2022-04-11 07:10:31 main:574] : INFO : Epoch 1978 | loss: 0.0311819 | val_loss: 0.0311886 | Time: 1046.05 ms [2022-04-11 07:10:32 main:574] : INFO : Epoch 1979 | loss: 0.0311851 | val_loss: 0.031189 | Time: 1053.81 ms [2022-04-11 07:10:33 main:574] : INFO : Epoch 1980 | loss: 0.0311826 | val_loss: 0.0311837 | Time: 1047.97 ms [2022-04-11 07:10:34 main:574] : INFO : Epoch 1981 | loss: 0.0311821 | val_loss: 0.031186 | Time: 1051.85 ms [2022-04-11 07:10:35 main:574] : INFO : Epoch 1982 | loss: 0.0311819 | val_loss: 0.0311872 | Time: 1046.04 ms [2022-04-11 07:10:36 main:574] : INFO : Epoch 1983 | loss: 0.0311832 | val_loss: 0.0311844 | Time: 1053.37 ms [2022-04-11 07:10:37 main:574] : INFO : Epoch 1984 | loss: 0.0311817 | val_loss: 0.0311846 | Time: 1051.48 ms [2022-04-11 07:10:38 main:574] : INFO : Epoch 1985 | loss: 0.0311834 | val_loss: 0.0311875 | Time: 1052.04 ms [2022-04-11 07:10:40 main:574] : INFO : Epoch 1986 | loss: 0.0311862 | val_loss: 0.0311897 | Time: 1047.26 ms [2022-04-11 07:10:41 main:574] : INFO : Epoch 1987 | loss: 0.0311816 | val_loss: 0.0311846 | Time: 1055.46 ms [2022-04-11 07:10:42 main:574] : INFO : Epoch 1988 | loss: 0.0311814 | val_loss: 0.0311841 | Time: 1050.72 ms [2022-04-11 07:10:43 main:574] : INFO : Epoch 1989 | loss: 0.0311812 | val_loss: 0.0311846 | Time: 1050.34 ms [2022-04-11 07:10:44 main:574] : INFO : Epoch 1990 | loss: 0.03118 | val_loss: 0.0311856 | Time: 1048.3 ms [2022-04-11 07:10:45 main:574] : INFO : Epoch 1991 | loss: 0.0311814 | val_loss: 0.031186 | Time: 1054.73 ms [2022-04-11 07:10:46 main:574] : INFO : Epoch 1992 | loss: 0.0311811 | val_loss: 0.0311831 | Time: 1048.91 ms [2022-04-11 07:10:47 main:574] : INFO : Epoch 1993 | loss: 0.0311805 | val_loss: 0.0311823 | Time: 1052.47 ms [2022-04-11 07:10:49 main:574] : INFO : Epoch 1994 | loss: 0.0311813 | val_loss: 0.0311827 | Time: 1049.4 ms [2022-04-11 07:10:50 main:574] : INFO : Epoch 1995 | loss: 0.0311843 | val_loss: 0.0311897 | Time: 1051.71 ms [2022-04-11 07:10:51 main:574] : INFO : Epoch 1996 | loss: 0.0311839 | val_loss: 0.0311905 | Time: 1048.6 ms [2022-04-11 07:10:52 main:574] : INFO : Epoch 1997 | loss: 0.0311823 | val_loss: 0.031187 | Time: 1051.16 ms [2022-04-11 07:10:53 main:574] : INFO : Epoch 1998 | loss: 0.0311839 | val_loss: 0.0311841 | Time: 1047.37 ms [2022-04-11 07:10:54 main:574] : INFO : Epoch 1999 | loss: 0.031185 | val_loss: 0.0311868 | Time: 1056 ms [2022-04-11 07:10:55 main:574] : INFO : Epoch 2000 | loss: 0.0311844 | val_loss: 0.0311835 | Time: 1050.76 ms [2022-04-11 07:10:56 main:574] : INFO : Epoch 2001 | loss: 0.0311827 | val_loss: 0.0311833 | Time: 1052.56 ms [2022-04-11 07:10:58 main:574] : INFO : Epoch 2002 | loss: 0.0311826 | val_loss: 0.0311849 | Time: 1044.29 ms [2022-04-11 07:10:59 main:574] : INFO : Epoch 2003 | loss: 0.0311853 | val_loss: 0.0311921 | Time: 1050.78 ms [2022-04-11 07:11:00 main:574] : INFO : Epoch 2004 | loss: 0.0311875 | val_loss: 0.0311849 | Time: 1049.43 ms [2022-04-11 07:11:01 main:574] : INFO : Epoch 2005 | loss: 0.0311853 | val_loss: 0.0311838 | Time: 1051.03 ms [2022-04-11 07:11:02 main:574] : INFO : Epoch 2006 | loss: 0.0311862 | val_loss: 0.0311916 | Time: 1046.58 ms [2022-04-11 07:11:03 main:574] : INFO : Epoch 2007 | loss: 0.0311859 | val_loss: 0.0311859 | Time: 1052 ms [2022-04-11 07:11:04 main:574] : INFO : Epoch 2008 | loss: 0.0311843 | val_loss: 0.0311872 | Time: 1049.94 ms [2022-04-11 07:11:05 main:574] : INFO : Epoch 2009 | loss: 0.0311824 | val_loss: 0.0311849 | Time: 1049.84 ms [2022-04-11 07:11:07 main:574] : INFO : Epoch 2010 | loss: 0.0311843 | val_loss: 0.0311858 | Time: 1047.5 ms [2022-04-11 07:11:08 main:574] : INFO : Epoch 2011 | loss: 0.0311849 | val_loss: 0.0311948 | Time: 1053.07 ms [2022-04-11 07:11:09 main:574] : INFO : Epoch 2012 | loss: 0.0311855 | val_loss: 0.0311859 | Time: 1049.56 ms [2022-04-11 07:11:10 main:574] : INFO : Epoch 2013 | loss: 0.0311852 | val_loss: 0.0311962 | Time: 1050.33 ms [2022-04-11 07:11:11 main:574] : INFO : Epoch 2014 | loss: 0.0311855 | val_loss: 0.0311862 | Time: 1046.67 ms [2022-04-11 07:11:12 main:574] : INFO : Epoch 2015 | loss: 0.0311831 | val_loss: 0.031186 | Time: 1053.82 ms [2022-04-11 07:11:13 main:574] : INFO : Epoch 2016 | loss: 0.0311825 | val_loss: 0.0311858 | Time: 1049.2 ms [2022-04-11 07:11:15 main:574] : INFO : Epoch 2017 | loss: 0.0311827 | val_loss: 0.0311878 | Time: 1050.25 ms [2022-04-11 07:11:16 main:574] : INFO : Epoch 2018 | loss: 0.0311817 | val_loss: 0.0311844 | Time: 1045.79 ms [2022-04-11 07:11:17 main:574] : INFO : Epoch 2019 | loss: 0.0311815 | val_loss: 0.0311853 | Time: 1054.93 ms [2022-04-11 07:11:18 main:574] : INFO : Epoch 2020 | loss: 0.0311812 | val_loss: 0.031184 | Time: 1050.34 ms [2022-04-11 07:11:19 main:574] : INFO : Epoch 2021 | loss: 0.0311834 | val_loss: 0.0311855 | Time: 1049.46 ms [2022-04-11 07:11:20 main:574] : INFO : Epoch 2022 | loss: 0.0311844 | val_loss: 0.031184 | Time: 1046.39 ms [2022-04-11 07:11:21 main:574] : INFO : Epoch 2023 | loss: 0.0311843 | val_loss: 0.0311946 | Time: 1055.87 ms [2022-04-11 07:11:22 main:574] : INFO : Epoch 2024 | loss: 0.0311838 | val_loss: 0.0311873 | Time: 1049.87 ms [2022-04-11 07:11:24 main:574] : INFO : Epoch 2025 | loss: 0.0311817 | val_loss: 0.0311837 | Time: 1051.25 ms [2022-04-11 07:11:25 main:574] : INFO : Epoch 2026 | loss: 0.0311832 | val_loss: 0.0311885 | Time: 1046.78 ms [2022-04-11 07:11:26 main:574] : INFO : Epoch 2027 | loss: 0.031183 | val_loss: 0.0311858 | Time: 1054.04 ms [2022-04-11 07:11:27 main:574] : INFO : Epoch 2028 | loss: 0.0311855 | val_loss: 0.0311847 | Time: 1050.32 ms [2022-04-11 07:11:28 main:574] : INFO : Epoch 2029 | loss: 0.0311843 | val_loss: 0.0311858 | Time: 1052.64 ms [2022-04-11 07:11:29 main:574] : INFO : Epoch 2030 | loss: 0.0311821 | val_loss: 0.0311828 | Time: 1049.3 ms [2022-04-11 07:11:30 main:574] : INFO : Epoch 2031 | loss: 0.0311823 | val_loss: 0.0311838 | Time: 1054.44 ms [2022-04-11 07:11:31 main:574] : INFO : Epoch 2032 | loss: 0.0311807 | val_loss: 0.0311843 | Time: 1050.47 ms [2022-04-11 07:11:33 main:574] : INFO : Epoch 2033 | loss: 0.0311815 | val_loss: 0.0311843 | Time: 1050.13 ms [2022-04-11 07:11:34 main:574] : INFO : Epoch 2034 | loss: 0.0311805 | val_loss: 0.0311837 | Time: 1045.43 ms [2022-04-11 07:11:35 main:574] : INFO : Epoch 2035 | loss: 0.0311812 | val_loss: 0.0311869 | Time: 1053.56 ms [2022-04-11 07:11:36 main:574] : INFO : Epoch 2036 | loss: 0.0311817 | val_loss: 0.0311876 | Time: 1050.82 ms [2022-04-11 07:11:37 main:574] : INFO : Epoch 2037 | loss: 0.0311833 | val_loss: 0.0311849 | Time: 1052.27 ms [2022-04-11 07:11:38 main:574] : INFO : Epoch 2038 | loss: 0.0311817 | val_loss: 0.0311842 | Time: 1041 ms [2022-04-11 07:11:39 main:574] : INFO : Epoch 2039 | loss: 0.0311816 | val_loss: 0.0311849 | Time: 1053.59 ms [2022-04-11 07:11:40 main:574] : INFO : Epoch 2040 | loss: 0.0311812 | val_loss: 0.0311845 | Time: 1047.53 ms [2022-04-11 07:11:42 main:574] : INFO : Epoch 2041 | loss: 0.031183 | val_loss: 0.0311855 | Time: 1050.27 ms [2022-04-11 07:11:43 main:574] : INFO : Epoch 2042 | loss: 0.0311813 | val_loss: 0.0311837 | Time: 1046.27 ms [2022-04-11 07:11:44 main:574] : INFO : Epoch 2043 | loss: 0.0311808 | val_loss: 0.0311836 | Time: 1053.22 ms [2022-04-11 07:11:45 main:574] : INFO : Epoch 2044 | loss: 0.031181 | val_loss: 0.0311873 | Time: 1047.63 ms [2022-04-11 07:11:46 main:574] : INFO : Epoch 2045 | loss: 0.0311835 | val_loss: 0.0311841 | Time: 1051.63 ms [2022-04-11 07:11:47 main:574] : INFO : Epoch 2046 | loss: 0.0311841 | val_loss: 0.0311866 | Time: 1046.74 ms [2022-04-11 07:11:48 main:574] : INFO : Epoch 2047 | loss: 0.0311843 | val_loss: 0.0311879 | Time: 1054.72 ms [2022-04-11 07:11:49 main:574] : INFO : Epoch 2048 | loss: 0.0311822 | val_loss: 0.0311869 | Time: 1051.24 ms [2022-04-11 07:11:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311869 [2022-04-11 07:11:50 main:603] : INFO : Saving end state to config to file [2022-04-11 07:11:50 main:608] : INFO : Success, exiting.. 07:11:50 (10316): 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)