Task 6608479
| Name | ParityMachine-1627979209-2188-2_0 |
| Workunit | 4362887 |
| Created | 13 Aug 2021, 19:42:59 UTC |
| Sent | 21 Aug 2021, 6:47:59 UTC |
| Report deadline | 28 Aug 2021, 6:47:59 UTC |
| Received | 21 Aug 2021, 18:40:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 22 min 57 sec |
| CPU time | 2 hours 20 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,880.26 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.0311817 | val_loss: 0.0311865 | Time: 4188.58 ms [2021-08-21 20:04:59 main:574] : INFO : Epoch 1543 | loss: 0.0311818 | val_loss: 0.0311854 | Time: 4088.26 ms [2021-08-21 20:05:03 main:574] : INFO : Epoch 1544 | loss: 0.0311803 | val_loss: 0.0311931 | Time: 4278.23 ms [2021-08-21 20:05:07 main:574] : INFO : Epoch 1545 | loss: 0.0311826 | val_loss: 0.0311862 | Time: 4120.79 ms [2021-08-21 20:05:12 main:574] : INFO : Epoch 1546 | loss: 0.0311814 | val_loss: 0.0311869 | Time: 4191.41 ms [2021-08-21 20:05:16 main:574] : INFO : Epoch 1547 | loss: 0.0311795 | val_loss: 0.0311852 | Time: 4439.16 ms [2021-08-21 20:05:20 main:574] : INFO : Epoch 1548 | loss: 0.0311811 | val_loss: 0.0311915 | Time: 4173.92 ms [2021-08-21 20:05:24 main:574] : INFO : Epoch 1549 | loss: 0.0311849 | val_loss: 0.0311935 | Time: 4254.06 ms [2021-08-21 20:05:29 main:574] : INFO : Epoch 1550 | loss: 0.031182 | val_loss: 0.0311895 | Time: 4054.51 ms [2021-08-21 20:05:33 main:574] : INFO : Epoch 1551 | loss: 0.0311809 | val_loss: 0.0311928 | Time: 4174.02 ms [2021-08-21 20:05:37 main:574] : INFO : Epoch 1552 | loss: 0.0311846 | val_loss: 0.0311863 | Time: 4106.63 ms [2021-08-21 20:05:41 main:574] : INFO : Epoch 1553 | loss: 0.0311829 | val_loss: 0.0311888 | Time: 4160.85 ms [2021-08-21 20:05:45 main:574] : INFO : Epoch 1554 | loss: 0.0311814 | val_loss: 0.0311878 | Time: 4225.51 ms [2021-08-21 20:05:50 main:574] : INFO : Epoch 1555 | loss: 0.0311795 | val_loss: 0.0311899 | Time: 4242.25 ms [2021-08-21 20:05:54 main:574] : INFO : Epoch 1556 | loss: 0.0311812 | val_loss: 0.0311852 | Time: 4094.01 ms [2021-08-21 20:05:58 main:574] : INFO : Epoch 1557 | loss: 0.0311781 | val_loss: 0.0311876 | Time: 4175.49 ms [2021-08-21 20:06:02 main:574] : INFO : Epoch 1558 | loss: 0.0311801 | val_loss: 0.0311896 | Time: 4062.16 ms [2021-08-21 20:06:06 main:574] : INFO : Epoch 1559 | loss: 0.0311813 | val_loss: 0.0311975 | Time: 4156.09 ms [2021-08-21 20:06:10 main:574] : INFO : Epoch 1560 | loss: 0.0311857 | val_loss: 0.0311942 | Time: 4135.16 ms [2021-08-21 20:06:14 main:574] : INFO : Epoch 1561 | loss: 0.031185 | val_loss: 0.0311922 | Time: 4121.49 ms [2021-08-21 20:06:19 main:574] : INFO : Epoch 1562 | loss: 0.0311843 | val_loss: 0.0311897 | Time: 4130.98 ms [2021-08-21 20:06:23 main:574] : INFO : Epoch 1563 | loss: 0.0311841 | val_loss: 0.0311909 | Time: 4118.24 ms [2021-08-21 20:06:27 main:574] : INFO : Epoch 1564 | loss: 0.0311827 | val_loss: 0.0311983 | Time: 4085.51 ms [2021-08-21 20:06:31 main:574] : INFO : Epoch 1565 | loss: 0.0311836 | val_loss: 0.0311965 | Time: 4090.23 ms [2021-08-21 20:06:35 main:574] : INFO : Epoch 1566 | loss: 0.0311825 | val_loss: 0.0311953 | Time: 4210.27 ms [2021-08-21 20:06:39 main:574] : INFO : Epoch 1567 | loss: 0.0311858 | val_loss: 0.0311955 | Time: 4212.72 ms [2021-08-21 20:06:44 main:574] : INFO : Epoch 1568 | loss: 0.0311846 | val_loss: 0.0311918 | Time: 4152.86 ms [2021-08-21 20:06:48 main:574] : INFO : Epoch 1569 | loss: 0.0311831 | val_loss: 0.0311908 | Time: 4179.06 ms [2021-08-21 20:06:52 main:574] : INFO : Epoch 1570 | loss: 0.0311815 | val_loss: 0.0311902 | Time: 4124.68 ms [2021-08-21 20:06:56 main:574] : INFO : Epoch 1571 | loss: 0.0311836 | val_loss: 0.0311914 | Time: 4138.07 ms [2021-08-21 20:07:00 main:574] : INFO : Epoch 1572 | loss: 0.0311874 | val_loss: 0.0311944 | Time: 4168.1 ms [2021-08-21 20:07:04 main:574] : INFO : Epoch 1573 | loss: 0.0311801 | val_loss: 0.0311924 | Time: 4163.26 ms [2021-08-21 20:07:09 main:574] : INFO : Epoch 1574 | loss: 0.031181 | val_loss: 0.0311936 | Time: 4081.47 ms [2021-08-21 20:07:13 main:574] : INFO : Epoch 1575 | loss: 0.0311836 | val_loss: 0.031193 | Time: 4171.72 ms [2021-08-21 20:07:17 main:574] : INFO : Epoch 1576 | loss: 0.0311801 | val_loss: 0.0311906 | Time: 4194.9 ms [2021-08-21 20:07:21 main:574] : INFO : Epoch 1577 | loss: 0.0311793 | val_loss: 0.0311906 | Time: 4249.55 ms [2021-08-21 20:07:25 main:574] : INFO : Epoch 1578 | loss: 0.031182 | val_loss: 0.0311922 | Time: 4159.13 ms [2021-08-21 20:07:30 main:574] : INFO : Epoch 1579 | loss: 0.0311822 | val_loss: 0.0311969 | Time: 4057.23 ms [2021-08-21 20:07:34 main:574] : INFO : Epoch 1580 | loss: 0.031183 | val_loss: 0.0311936 | Time: 4130.58 ms [2021-08-21 20:07:38 main:574] : INFO : Epoch 1581 | loss: 0.0311818 | val_loss: 0.031192 | Time: 4226.89 ms [2021-08-21 20:07:42 main:574] : INFO : Epoch 1582 | loss: 0.0311803 | val_loss: 0.0311938 | Time: 4211.47 ms [2021-08-21 20:07:46 main:574] : INFO : Epoch 1583 | loss: 0.0311815 | val_loss: 0.0311925 | Time: 4140.42 ms [2021-08-21 20:07:51 main:574] : INFO : Epoch 1584 | loss: 0.0311845 | val_loss: 0.0311944 | Time: 4208.97 ms [2021-08-21 20:07:55 main:574] : INFO : Epoch 1585 | loss: 0.0311829 | val_loss: 0.0311931 | Time: 4180.54 ms [2021-08-21 20:07:59 main:574] : INFO : Epoch 1586 | loss: 0.0311806 | val_loss: 0.0311908 | Time: 4130.78 ms [2021-08-21 20:08:03 main:574] : INFO : Epoch 1587 | loss: 0.031183 | val_loss: 0.0311903 | Time: 4245.12 ms [2021-08-21 20:08:07 main:574] : INFO : Epoch 1588 | loss: 0.0311817 | val_loss: 0.0311915 | Time: 4100.39 ms [2021-08-21 20:08:11 main:574] : INFO : Epoch 1589 | loss: 0.0311808 | val_loss: 0.0311899 | Time: 4076.97 ms [2021-08-21 20:08:16 main:574] : INFO : Epoch 1590 | loss: 0.0311806 | val_loss: 0.0311904 | Time: 4209.09 ms [2021-08-21 20:08:20 main:574] : INFO : Epoch 1591 | loss: 0.0311797 | val_loss: 0.031191 | Time: 4110.75 ms [2021-08-21 20:08:24 main:574] : INFO : Epoch 1592 | loss: 0.0311804 | val_loss: 0.0311939 | Time: 4106.06 ms [2021-08-21 20:08:28 main:574] : INFO : Epoch 1593 | loss: 0.0311824 | val_loss: 0.0311905 | Time: 4161.65 ms [2021-08-21 20:08:32 main:574] : INFO : Epoch 1594 | loss: 0.0311795 | val_loss: 0.0311907 | Time: 4189.01 ms [2021-08-21 20:08:36 main:574] : INFO : Epoch 1595 | loss: 0.031181 | val_loss: 0.0311938 | Time: 4106.22 ms [2021-08-21 20:08:41 main:574] : INFO : Epoch 1596 | loss: 0.0311801 | val_loss: 0.0312007 | Time: 4108.39 ms [2021-08-21 20:08:45 main:574] : INFO : Epoch 1597 | loss: 0.0311825 | val_loss: 0.0311891 | Time: 4129.34 ms [2021-08-21 20:08:49 main:574] : INFO : Epoch 1598 | loss: 0.0311798 | val_loss: 0.0311949 | Time: 4103.92 ms [2021-08-21 20:08:53 main:574] : INFO : Epoch 1599 | loss: 0.0311846 | val_loss: 0.03119 | Time: 4110.46 ms [2021-08-21 20:08:57 main:574] : INFO : Epoch 1600 | loss: 0.0311855 | val_loss: 0.0311994 | Time: 4107.74 ms [2021-08-21 20:09:02 main:574] : INFO : Epoch 1601 | loss: 0.0311826 | val_loss: 0.0311872 | Time: 4379.6 ms [2021-08-21 20:09:06 main:574] : INFO : Epoch 1602 | loss: 0.0311788 | val_loss: 0.0311876 | Time: 4038.66 ms [2021-08-21 20:09:10 main:574] : INFO : Epoch 1603 | loss: 0.0311818 | val_loss: 0.0311935 | Time: 4045.15 ms [2021-08-21 20:09:14 main:574] : INFO : Epoch 1604 | loss: 0.0311826 | val_loss: 0.0311902 | Time: 4100.29 ms [2021-08-21 20:09:18 main:574] : INFO : Epoch 1605 | loss: 0.0311819 | val_loss: 0.0311892 | Time: 4060.2 ms [2021-08-21 20:09:22 main:574] : INFO : Epoch 1606 | loss: 0.031181 | val_loss: 0.0311882 | Time: 4081.28 ms [2021-08-21 20:09:26 main:574] : INFO : Epoch 1607 | loss: 0.0311773 | val_loss: 0.0311889 | Time: 4061.42 ms [2021-08-21 20:09:30 main:574] : INFO : Epoch 1608 | loss: 0.0311759 | val_loss: 0.0311885 | Time: 4087.43 ms [2021-08-21 20:09:34 main:574] : INFO : Epoch 1609 | loss: 0.0311782 | val_loss: 0.0311924 | Time: 4169.9 ms [2021-08-21 20:09:39 main:574] : INFO : Epoch 1610 | loss: 0.0311802 | val_loss: 0.0311895 | Time: 4152.38 ms [2021-08-21 20:09:43 main:574] : INFO : Epoch 1611 | loss: 0.0311763 | val_loss: 0.0311886 | Time: 4094.24 ms [2021-08-21 20:09:47 main:574] : INFO : Epoch 1612 | loss: 0.0311751 | val_loss: 0.0311892 | Time: 4224.03 ms [2021-08-21 20:09:51 main:574] : INFO : Epoch 1613 | loss: 0.0311746 | val_loss: 0.0311894 | Time: 4129.9 ms [2021-08-21 20:09:55 main:574] : INFO : Epoch 1614 | loss: 0.0311772 | val_loss: 0.0311904 | Time: 4245.38 ms [2021-08-21 20:09:59 main:574] : INFO : Epoch 1615 | loss: 0.031176 | val_loss: 0.0311902 | Time: 4146.08 ms [2021-08-21 20:10:04 main:574] : INFO : Epoch 1616 | loss: 0.031177 | val_loss: 0.0311904 | Time: 4200.11 ms [2021-08-21 20:10:08 main:574] : INFO : Epoch 1617 | loss: 0.0311751 | val_loss: 0.0311901 | Time: 4168.67 ms [2021-08-21 20:10:12 main:574] : INFO : Epoch 1618 | loss: 0.0311772 | val_loss: 0.0311907 | Time: 4117.86 ms [2021-08-21 20:10:16 main:574] : INFO : Epoch 1619 | loss: 0.0311757 | val_loss: 0.0311902 | Time: 4210.2 ms [2021-08-21 20:10:20 main:574] : INFO : Epoch 1620 | loss: 0.0311748 | val_loss: 0.0311957 | Time: 4131.57 ms [2021-08-21 20:10:25 main:574] : INFO : Epoch 1621 | loss: 0.0311761 | val_loss: 0.0311896 | Time: 4113.46 ms [2021-08-21 20:10:29 main:574] : INFO : Epoch 1622 | loss: 0.031179 | val_loss: 0.0311921 | Time: 4120.91 ms [2021-08-21 20:10:33 main:574] : INFO : Epoch 1623 | loss: 0.0311797 | val_loss: 0.0311929 | Time: 4230.79 ms [2021-08-21 20:10:37 main:574] : INFO : Epoch 1624 | loss: 0.0311787 | val_loss: 0.0311897 | Time: 4200.59 ms [2021-08-21 20:10:41 main:574] : INFO : Epoch 1625 | loss: 0.0311776 | val_loss: 0.0311906 | Time: 4242.89 ms [2021-08-21 20:10:46 main:574] : INFO : Epoch 1626 | loss: 0.0311774 | val_loss: 0.0311877 | Time: 4110.62 ms [2021-08-21 20:10:50 main:574] : INFO : Epoch 1627 | loss: 0.031175 | val_loss: 0.0311871 | Time: 4099.59 ms [2021-08-21 20:10:54 main:574] : INFO : Epoch 1628 | loss: 0.0311759 | val_loss: 0.0311883 | Time: 4189.71 ms [2021-08-21 20:10:58 main:574] : INFO : Epoch 1629 | loss: 0.0311776 | val_loss: 0.0311978 | Time: 4168.35 ms [2021-08-21 20:11:02 main:574] : INFO : Epoch 1630 | loss: 0.031179 | val_loss: 0.0311881 | Time: 4106.41 ms [2021-08-21 20:11:06 main:574] : INFO : Epoch 1631 | loss: 0.0311748 | val_loss: 0.031186 | Time: 4029.45 ms [2021-08-21 20:11:10 main:574] : INFO : Epoch 1632 | loss: 0.0311775 | val_loss: 0.0311958 | Time: 4033.05 ms [2021-08-21 20:11:14 main:574] : INFO : Epoch 1633 | loss: 0.0311782 | val_loss: 0.0311933 | Time: 4114.73 ms [2021-08-21 20:11:19 main:574] : INFO : Epoch 1634 | loss: 0.0311749 | val_loss: 0.0311861 | Time: 4043.29 ms [2021-08-21 20:11:23 main:574] : INFO : Epoch 1635 | loss: 0.031175 | val_loss: 0.0311859 | Time: 4035.39 ms [2021-08-21 20:11:27 main:574] : INFO : Epoch 1636 | loss: 0.0311727 | val_loss: 0.0311872 | Time: 4089.49 ms [2021-08-21 20:11:31 main:574] : INFO : Epoch 1637 | loss: 0.0311747 | val_loss: 0.0311868 | Time: 4241.07 ms [2021-08-21 20:11:35 main:574] : INFO : Epoch 1638 | loss: 0.0311727 | val_loss: 0.0311875 | Time: 4142.07 ms [2021-08-21 20:11:39 main:574] : INFO : Epoch 1639 | loss: 0.0311736 | val_loss: 0.0311892 | Time: 4147.27 ms [2021-08-21 20:11:44 main:574] : INFO : Epoch 1640 | loss: 0.0311758 | val_loss: 0.0312043 | Time: 4232.91 ms [2021-08-21 20:11:48 main:574] : INFO : Epoch 1641 | loss: 0.0311848 | val_loss: 0.0311872 | Time: 4172.61 ms [2021-08-21 20:11:52 main:574] : INFO : Epoch 1642 | loss: 0.0311777 | val_loss: 0.0311865 | Time: 4271.49 ms [2021-08-21 20:11:56 main:574] : INFO : Epoch 1643 | loss: 0.0311745 | val_loss: 0.0311884 | Time: 4419.51 ms [2021-08-21 20:12:01 main:574] : INFO : Epoch 1644 | loss: 0.0311775 | val_loss: 0.0311885 | Time: 4286.41 ms [2021-08-21 20:12:05 main:574] : INFO : Epoch 1645 | loss: 0.0311772 | val_loss: 0.0311925 | Time: 4174.61 ms [2021-08-21 20:12:09 main:574] : INFO : Epoch 1646 | loss: 0.031175 | val_loss: 0.0311937 | Time: 4109.56 ms [2021-08-21 20:12:13 main:574] : INFO : Epoch 1647 | loss: 0.0311748 | val_loss: 0.0311853 | Time: 4111.59 ms [2021-08-21 20:12:17 main:574] : INFO : Epoch 1648 | loss: 0.0311795 | val_loss: 0.0311897 | Time: 4188.27 ms [2021-08-21 20:12:22 main:574] : INFO : Epoch 1649 | loss: 0.0311769 | val_loss: 0.031188 | Time: 4171.43 ms [2021-08-21 20:12:26 main:574] : INFO : Epoch 1650 | loss: 0.0311729 | val_loss: 0.0311849 | Time: 4205.65 ms [2021-08-21 20:12:30 main:574] : INFO : Epoch 1651 | loss: 0.0311768 | val_loss: 0.0311875 | Time: 4185.8 ms [2021-08-21 20:12:34 main:574] : INFO : Epoch 1652 | loss: 0.0311765 | val_loss: 0.0311913 | Time: 4136.52 ms [2021-08-21 20:12:38 main:574] : INFO : Epoch 1653 | loss: 0.0311803 | val_loss: 0.0311879 | Time: 4155.42 ms [2021-08-21 20:12:43 main:574] : INFO : Epoch 1654 | loss: 0.0311749 | val_loss: 0.0311888 | Time: 4177.59 ms [2021-08-21 20:12:47 main:574] : INFO : Epoch 1655 | loss: 0.0311732 | val_loss: 0.0311838 | Time: 4225.98 ms [2021-08-21 20:12:51 main:574] : INFO : Epoch 1656 | loss: 0.0311762 | val_loss: 0.0311874 | Time: 4168.03 ms [2021-08-21 20:12:55 main:574] : INFO : Epoch 1657 | loss: 0.0311738 | val_loss: 0.0311847 | Time: 4258.83 ms [2021-08-21 20:13:00 main:574] : INFO : Epoch 1658 | loss: 0.0311744 | val_loss: 0.0311849 | Time: 4186.69 ms [2021-08-21 20:13:04 main:574] : INFO : Epoch 1659 | loss: 0.0311756 | val_loss: 0.0311953 | Time: 4108.61 ms [2021-08-21 20:13:08 main:574] : INFO : Epoch 1660 | loss: 0.0311749 | val_loss: 0.0311833 | Time: 4111.82 ms [2021-08-21 20:13:12 main:574] : INFO : Epoch 1661 | loss: 0.0311762 | val_loss: 0.0311908 | Time: 4060.88 ms [2021-08-21 20:13:16 main:574] : INFO : Epoch 1662 | loss: 0.031174 | val_loss: 0.0311854 | Time: 4127.46 ms [2021-08-21 20:13:20 main:574] : INFO : Epoch 1663 | loss: 0.0311726 | val_loss: 0.0311948 | Time: 4072.45 ms [2021-08-21 20:13:24 main:574] : INFO : Epoch 1664 | loss: 0.0311742 | val_loss: 0.0311834 | Time: 4053.45 ms [2021-08-21 20:13:28 main:574] : INFO : Epoch 1665 | loss: 0.0311725 | val_loss: 0.0311877 | Time: 4203.12 ms [2021-08-21 20:13:33 main:574] : INFO : Epoch 1666 | loss: 0.0311721 | val_loss: 0.0311834 | Time: 4252.39 ms [2021-08-21 20:13:37 main:574] : INFO : Epoch 1667 | loss: 0.0311714 | val_loss: 0.0311864 | Time: 4352.42 ms [2021-08-21 20:13:41 main:574] : INFO : Epoch 1668 | loss: 0.0311709 | val_loss: 0.0311844 | Time: 4229.41 ms [2021-08-21 20:13:46 main:574] : INFO : Epoch 1669 | loss: 0.0311719 | val_loss: 0.0311871 | Time: 4233.02 ms [2021-08-21 20:13:50 main:574] : INFO : Epoch 1670 | loss: 0.0311719 | val_loss: 0.0311868 | Time: 4085.38 ms [2021-08-21 20:13:54 main:574] : INFO : Epoch 1671 | loss: 0.0311735 | val_loss: 0.0311858 | Time: 4154.5 ms [2021-08-21 20:13:58 main:574] : INFO : Epoch 1672 | loss: 0.0311718 | val_loss: 0.0311869 | Time: 4232.15 ms [2021-08-21 20:14:02 main:574] : INFO : Epoch 1673 | loss: 0.0311721 | val_loss: 0.0311877 | Time: 4148.37 ms [2021-08-21 20:14:06 main:574] : INFO : Epoch 1674 | loss: 0.0311713 | val_loss: 0.0311913 | Time: 4151.56 ms [2021-08-21 20:14:11 main:574] : INFO : Epoch 1675 | loss: 0.0311725 | val_loss: 0.0311858 | Time: 4126.71 ms [2021-08-21 20:14:15 main:574] : INFO : Epoch 1676 | loss: 0.0311707 | val_loss: 0.0311876 | Time: 4040.24 ms [2021-08-21 20:14:19 main:574] : INFO : Epoch 1677 | loss: 0.0311734 | val_loss: 0.0311866 | Time: 4197.61 ms [2021-08-21 20:14:23 main:574] : INFO : Epoch 1678 | loss: 0.0311834 | val_loss: 0.0311998 | Time: 4216.25 ms [2021-08-21 20:14:27 main:574] : INFO : Epoch 1679 | loss: 0.0311778 | val_loss: 0.0311952 | Time: 4147.63 ms [2021-08-21 20:14:31 main:574] : INFO : Epoch 1680 | loss: 0.0311736 | val_loss: 0.0311841 | Time: 4080.69 ms [2021-08-21 20:14:36 main:574] : INFO : Epoch 1681 | loss: 0.0311706 | val_loss: 0.031184 | Time: 4238.64 ms [2021-08-21 20:14:40 main:574] : INFO : Epoch 1682 | loss: 0.0311716 | val_loss: 0.0311907 | Time: 4129.58 ms [2021-08-21 20:14:44 main:574] : INFO : Epoch 1683 | loss: 0.0311721 | val_loss: 0.0311853 | Time: 4076.12 ms [2021-08-21 20:14:48 main:574] : INFO : Epoch 1684 | loss: 0.0311705 | val_loss: 0.0311824 | Time: 4160.65 ms [2021-08-21 20:14:52 main:574] : INFO : Epoch 1685 | loss: 0.0311713 | val_loss: 0.0311869 | Time: 4172.72 ms [2021-08-21 20:14:56 main:574] : INFO : Epoch 1686 | loss: 0.0311702 | val_loss: 0.0311843 | Time: 4101.31 ms [2021-08-21 20:15:01 main:574] : INFO : Epoch 1687 | loss: 0.0311683 | val_loss: 0.0311862 | Time: 4137.18 ms [2021-08-21 20:15:05 main:574] : INFO : Epoch 1688 | loss: 0.0311714 | val_loss: 0.0311806 | Time: 4028.1 ms [2021-08-21 20:15:09 main:574] : INFO : Epoch 1689 | loss: 0.0311749 | val_loss: 0.0311935 | Time: 4077.46 ms [2021-08-21 20:15:13 main:574] : INFO : Epoch 1690 | loss: 0.0311739 | val_loss: 0.0311905 | Time: 4088.81 ms [2021-08-21 20:15:17 main:574] : INFO : Epoch 1691 | loss: 0.0311698 | val_loss: 0.0311837 | Time: 4058.09 ms [2021-08-21 20:15:21 main:574] : INFO : Epoch 1692 | loss: 0.0311714 | val_loss: 0.0311824 | Time: 4071.14 ms [2021-08-21 20:15:25 main:574] : INFO : Epoch 1693 | loss: 0.031171 | val_loss: 0.0311832 | Time: 4051.38 ms [2021-08-21 20:15:29 main:574] : INFO : Epoch 1694 | loss: 0.0311703 | val_loss: 0.0311817 | Time: 4113.49 ms [2021-08-21 20:15:33 main:574] : INFO : Epoch 1695 | loss: 0.0311692 | val_loss: 0.0311927 | Time: 4018.15 ms [2021-08-21 20:15:37 main:574] : INFO : Epoch 1696 | loss: 0.0311733 | val_loss: 0.031185 | Time: 4184.87 ms [2021-08-21 20:15:42 main:574] : INFO : Epoch 1697 | loss: 0.0311757 | val_loss: 0.0311923 | Time: 4182.74 ms [2021-08-21 20:15:46 main:574] : INFO : Epoch 1698 | loss: 0.0311746 | val_loss: 0.0311834 | Time: 4033.39 ms [2021-08-21 20:15:50 main:574] : INFO : Epoch 1699 | loss: 0.0311725 | val_loss: 0.0311831 | Time: 4117.37 ms [2021-08-21 20:15:54 main:574] : INFO : Epoch 1700 | loss: 0.0311733 | val_loss: 0.0311889 | Time: 4228.12 ms [2021-08-21 20:15:58 main:574] : INFO : Epoch 1701 | loss: 0.0311746 | val_loss: 0.0311845 | Time: 4128.41 ms [2021-08-21 20:16:02 main:574] : INFO : Epoch 1702 | loss: 0.0311722 | val_loss: 0.0311821 | Time: 4114.58 ms [2021-08-21 20:16:07 main:574] : INFO : Epoch 1703 | loss: 0.0311692 | val_loss: 0.0311841 | Time: 4132.23 ms [2021-08-21 20:16:11 main:574] : INFO : Epoch 1704 | loss: 0.0311692 | val_loss: 0.0311911 | Time: 4087.12 ms [2021-08-21 20:16:15 main:574] : INFO : Epoch 1705 | loss: 0.0311706 | val_loss: 0.0311837 | Time: 4091.82 ms [2021-08-21 20:16:19 main:574] : INFO : Epoch 1706 | loss: 0.0311686 | val_loss: 0.0311833 | Time: 4158 ms [2021-08-21 20:16:23 main:574] : INFO : Epoch 1707 | loss: 0.03117 | val_loss: 0.0311847 | Time: 4154.48 ms [2021-08-21 20:16:27 main:574] : INFO : Epoch 1708 | loss: 0.0311695 | val_loss: 0.0311892 | Time: 4135.88 ms [2021-08-21 20:16:31 main:574] : INFO : Epoch 1709 | loss: 0.0311676 | val_loss: 0.0311832 | Time: 4081.01 ms [2021-08-21 20:16:36 main:574] : INFO : Epoch 1710 | loss: 0.0311693 | val_loss: 0.0311871 | Time: 4187.84 ms [2021-08-21 20:16:40 main:574] : INFO : Epoch 1711 | loss: 0.0311715 | val_loss: 0.0311866 | Time: 4206.59 ms [2021-08-21 20:16:44 main:574] : INFO : Epoch 1712 | loss: 0.0311689 | val_loss: 0.0311834 | Time: 4185.92 ms [2021-08-21 20:16:48 main:574] : INFO : Epoch 1713 | loss: 0.03117 | val_loss: 0.0311862 | Time: 4162.9 ms [2021-08-21 20:16:52 main:574] : INFO : Epoch 1714 | loss: 0.0311718 | val_loss: 0.0311861 | Time: 4052.89 ms [2021-08-21 20:16:56 main:574] : INFO : Epoch 1715 | loss: 0.0311761 | val_loss: 0.0311846 | Time: 4121.59 ms [2021-08-21 20:17:01 main:574] : INFO : Epoch 1716 | loss: 0.0311707 | val_loss: 0.0311812 | Time: 4187.99 ms [2021-08-21 20:17:05 main:574] : INFO : Epoch 1717 | loss: 0.0311698 | val_loss: 0.0311821 | Time: 4069.92 ms [2021-08-21 20:17:09 main:574] : INFO : Epoch 1718 | loss: 0.0311682 | val_loss: 0.0311915 | Time: 4067.65 ms [2021-08-21 20:17:13 main:574] : INFO : Epoch 1719 | loss: 0.0311715 | val_loss: 0.0311827 | Time: 4142.71 ms [2021-08-21 20:17:17 main:574] : INFO : Epoch 1720 | loss: 0.0311676 | val_loss: 0.0311843 | Time: 4045.5 ms [2021-08-21 20:17:21 main:574] : INFO : Epoch 1721 | loss: 0.0311702 | val_loss: 0.031184 | Time: 4056.37 ms [2021-08-21 20:17:25 main:574] : INFO : Epoch 1722 | loss: 0.0311719 | val_loss: 0.0311821 | Time: 4156.33 ms [2021-08-21 20:17:30 main:574] : INFO : Epoch 1723 | loss: 0.0311681 | val_loss: 0.0311827 | Time: 4133.46 ms [2021-08-21 20:17:34 main:574] : INFO : Epoch 1724 | loss: 0.0311671 | val_loss: 0.0311825 | Time: 4123.71 ms [2021-08-21 20:17:38 main:574] : INFO : Epoch 1725 | loss: 0.0311668 | val_loss: 0.0311848 | Time: 4147.77 ms [2021-08-21 20:17:42 main:574] : INFO : Epoch 1726 | loss: 0.0311676 | val_loss: 0.0311874 | Time: 4117.72 ms [2021-08-21 20:17:46 main:574] : INFO : Epoch 1727 | loss: 0.0311664 | val_loss: 0.0311854 | Time: 4134.84 ms [2021-08-21 20:17:50 main:574] : INFO : Epoch 1728 | loss: 0.0311684 | val_loss: 0.0311853 | Time: 4141.78 ms [2021-08-21 20:17:54 main:574] : INFO : Epoch 1729 | loss: 0.0311702 | val_loss: 0.0311853 | Time: 4148.38 ms [2021-08-21 20:17:59 main:574] : INFO : Epoch 1730 | loss: 0.031172 | val_loss: 0.0311912 | Time: 4465.25 ms [2021-08-21 20:18:03 main:574] : INFO : Epoch 1731 | loss: 0.0311705 | val_loss: 0.0311863 | Time: 4298.37 ms [2021-08-21 20:18:07 main:574] : INFO : Epoch 1732 | loss: 0.0311705 | val_loss: 0.0311855 | Time: 4128.61 ms [2021-08-21 20:18:11 main:574] : INFO : Epoch 1733 | loss: 0.0311687 | val_loss: 0.0311852 | Time: 4066.26 ms [2021-08-21 20:18:16 main:574] : INFO : Epoch 1734 | loss: 0.0311714 | val_loss: 0.0311905 | Time: 4047.9 ms [2021-08-21 20:18:20 main:574] : INFO : Epoch 1735 | loss: 0.0311697 | val_loss: 0.0312009 | Time: 4259.94 ms [2021-08-21 20:18:24 main:574] : INFO : Epoch 1736 | loss: 0.0311737 | val_loss: 0.0311867 | Time: 4075.74 ms [2021-08-21 20:18:28 main:574] : INFO : Epoch 1737 | loss: 0.0311694 | val_loss: 0.0311859 | Time: 4162.01 ms [2021-08-21 20:18:32 main:574] : INFO : Epoch 1738 | loss: 0.0311753 | val_loss: 0.0311865 | Time: 4204.14 ms [2021-08-21 20:18:36 main:574] : INFO : Epoch 1739 | loss: 0.0311715 | val_loss: 0.0311892 | Time: 4128.34 ms [2021-08-21 20:18:41 main:574] : INFO : Epoch 1740 | loss: 0.0311689 | val_loss: 0.0311886 | Time: 4202.63 ms [2021-08-21 20:18:45 main:574] : INFO : Epoch 1741 | loss: 0.0311686 | val_loss: 0.0311875 | Time: 4133 ms [2021-08-21 20:18:49 main:574] : INFO : Epoch 1742 | loss: 0.0311752 | val_loss: 0.0312032 | Time: 4104.5 ms [2021-08-21 20:18:53 main:574] : INFO : Epoch 1743 | loss: 0.0311823 | val_loss: 0.0311949 | Time: 4028.19 ms [2021-08-21 20:18:57 main:574] : INFO : Epoch 1744 | loss: 0.0311735 | val_loss: 0.0311858 | Time: 4092.19 ms [2021-08-21 20:19:01 main:574] : INFO : Epoch 1745 | loss: 0.0311672 | val_loss: 0.0311843 | Time: 4202.7 ms [2021-08-21 20:19:06 main:574] : INFO : Epoch 1746 | loss: 0.0311736 | val_loss: 0.0311834 | Time: 4158.81 ms [2021-08-21 20:19:10 main:574] : INFO : Epoch 1747 | loss: 0.0311697 | val_loss: 0.0311857 | Time: 4100.14 ms [2021-08-21 20:19:14 main:574] : INFO : Epoch 1748 | loss: 0.0311701 | val_loss: 0.031185 | Time: 4066.02 ms [2021-08-21 20:19:18 main:574] : INFO : Epoch 1749 | loss: 0.0311723 | val_loss: 0.0311924 | Time: 4083.96 ms [2021-08-21 20:19:22 main:574] : INFO : Epoch 1750 | loss: 0.0311691 | val_loss: 0.0311911 | Time: 4068.48 ms [2021-08-21 20:19:26 main:574] : INFO : Epoch 1751 | loss: 0.0311672 | val_loss: 0.031188 | Time: 4072.89 ms [2021-08-21 20:19:30 main:574] : INFO : Epoch 1752 | loss: 0.0311674 | val_loss: 0.0311868 | Time: 4109.84 ms [2021-08-21 20:19:34 main:574] : INFO : Epoch 1753 | loss: 0.0311664 | val_loss: 0.0311856 | Time: 4106.23 ms [2021-08-21 20:19:38 main:574] : INFO : Epoch 1754 | loss: 0.031166 | val_loss: 0.0311851 | Time: 4117.43 ms [2021-08-21 20:19:43 main:574] : INFO : Epoch 1755 | loss: 0.0311669 | val_loss: 0.0311851 | Time: 4207.37 ms [2021-08-21 20:19:47 main:574] : INFO : Epoch 1756 | loss: 0.0311674 | val_loss: 0.0311872 | Time: 4281.43 ms [2021-08-21 20:19:51 main:574] : INFO : Epoch 1757 | loss: 0.0311678 | val_loss: 0.0311876 | Time: 4095.36 ms [2021-08-21 20:19:55 main:574] : INFO : Epoch 1758 | loss: 0.0311672 | val_loss: 0.0311867 | Time: 4138.46 ms [2021-08-21 20:20:00 main:574] : INFO : Epoch 1759 | loss: 0.0311715 | val_loss: 0.0311937 | Time: 4331.54 ms [2021-08-21 20:20:04 main:574] : INFO : Epoch 1760 | loss: 0.0311697 | val_loss: 0.0311857 | Time: 4121.36 ms [2021-08-21 20:20:08 main:574] : INFO : Epoch 1761 | loss: 0.0311664 | val_loss: 0.031185 | Time: 4016.59 ms [2021-08-21 20:20:12 main:574] : INFO : Epoch 1762 | loss: 0.0311657 | val_loss: 0.0311893 | Time: 4031.88 ms [2021-08-21 20:20:16 main:574] : INFO : Epoch 1763 | loss: 0.0311685 | val_loss: 0.0311849 | Time: 4193.99 ms [2021-08-21 20:20:20 main:574] : INFO : Epoch 1764 | loss: 0.0311687 | val_loss: 0.03119 | Time: 4102.59 ms [2021-08-21 20:20:24 main:574] : INFO : Epoch 1765 | loss: 0.0311712 | val_loss: 0.031187 | Time: 4109.13 ms [2021-08-21 20:20:28 main:574] : INFO : Epoch 1766 | loss: 0.0311708 | val_loss: 0.0312053 | Time: 4054.07 ms [2021-08-21 20:20:33 main:574] : INFO : Epoch 1767 | loss: 0.0311693 | val_loss: 0.0311881 | Time: 4278.12 ms [2021-08-21 20:20:37 main:574] : INFO : Epoch 1768 | loss: 0.0311673 | val_loss: 0.0311867 | Time: 4313.05 ms [2021-08-21 20:20:41 main:574] : INFO : Epoch 1769 | loss: 0.0311685 | val_loss: 0.0311931 | Time: 4117.48 ms [2021-08-21 20:20:45 main:574] : INFO : Epoch 1770 | loss: 0.0311678 | val_loss: 0.0311879 | Time: 4124.43 ms [2021-08-21 20:20:49 main:574] : INFO : Epoch 1771 | loss: 0.0311687 | val_loss: 0.0311839 | Time: 4140.61 ms [2021-08-21 20:20:54 main:574] : INFO : Epoch 1772 | loss: 0.0311732 | val_loss: 0.0311848 | Time: 4202.4 ms [2021-08-21 20:20:58 main:574] : INFO : Epoch 1773 | loss: 0.0311698 | val_loss: 0.0311867 | Time: 4187.13 ms [2021-08-21 20:21:02 main:574] : INFO : Epoch 1774 | loss: 0.0311707 | val_loss: 0.0311851 | Time: 4169.56 ms [2021-08-21 20:21:06 main:574] : INFO : Epoch 1775 | loss: 0.0311713 | val_loss: 0.0311876 | Time: 4045.95 ms [2021-08-21 20:21:10 main:574] : INFO : Epoch 1776 | loss: 0.0311701 | val_loss: 0.0311855 | Time: 4100.36 ms [2021-08-21 20:21:14 main:574] : INFO : Epoch 1777 | loss: 0.0311674 | val_loss: 0.0311864 | Time: 4104.02 ms [2021-08-21 20:21:18 main:574] : INFO : Epoch 1778 | loss: 0.0311731 | val_loss: 0.0311876 | Time: 4068.83 ms [2021-08-21 20:21:23 main:574] : INFO : Epoch 1779 | loss: 0.0311716 | val_loss: 0.0311888 | Time: 4069.94 ms [2021-08-21 20:21:27 main:574] : INFO : Epoch 1780 | loss: 0.0311738 | val_loss: 0.0311898 | Time: 4067.13 ms [2021-08-21 20:21:31 main:574] : INFO : Epoch 1781 | loss: 0.031169 | val_loss: 0.0311888 | Time: 4200.8 ms [2021-08-21 20:21:35 main:574] : INFO : Epoch 1782 | loss: 0.03117 | val_loss: 0.0311852 | Time: 4195.94 ms [2021-08-21 20:21:39 main:574] : INFO : Epoch 1783 | loss: 0.0311687 | val_loss: 0.031185 | Time: 4212.41 ms [2021-08-21 20:21:43 main:574] : INFO : Epoch 1784 | loss: 0.031174 | val_loss: 0.0311923 | Time: 4161.68 ms [2021-08-21 20:21:48 main:574] : INFO : Epoch 1785 | loss: 0.03117 | val_loss: 0.0311831 | Time: 4049.6 ms [2021-08-21 20:21:52 main:574] : INFO : Epoch 1786 | loss: 0.0311692 | val_loss: 0.0311875 | Time: 4059.74 ms [2021-08-21 20:21:56 main:574] : INFO : Epoch 1787 | loss: 0.0311726 | val_loss: 0.0311869 | Time: 4045.69 ms [2021-08-21 20:22:00 main:574] : INFO : Epoch 1788 | loss: 0.0311777 | val_loss: 0.0311895 | Time: 4187.14 ms [2021-08-21 20:22:04 main:574] : INFO : Epoch 1789 | loss: 0.0311706 | val_loss: 0.0311833 | Time: 4148.8 ms [2021-08-21 20:22:08 main:574] : INFO : Epoch 1790 | loss: 0.0311671 | val_loss: 0.0311826 | Time: 4167.34 ms [2021-08-21 20:22:12 main:574] : INFO : Epoch 1791 | loss: 0.0311683 | val_loss: 0.0311831 | Time: 4150.09 ms [2021-08-21 20:22:17 main:574] : INFO : Epoch 1792 | loss: 0.0311646 | val_loss: 0.0311836 | Time: 4210.09 ms [2021-08-21 20:22:21 main:574] : INFO : Epoch 1793 | loss: 0.0311664 | val_loss: 0.0311951 | Time: 4134.34 ms [2021-08-21 20:22:25 main:574] : INFO : Epoch 1794 | loss: 0.0311653 | val_loss: 0.0311822 | Time: 4243.9 ms [2021-08-21 20:22:29 main:574] : INFO : Epoch 1795 | loss: 0.0311644 | val_loss: 0.0311912 | Time: 4114.76 ms [2021-08-21 20:22:33 main:574] : INFO : Epoch 1796 | loss: 0.0311654 | val_loss: 0.0311841 | Time: 4087.36 ms [2021-08-21 20:22:37 main:574] : INFO : Epoch 1797 | loss: 0.0311664 | val_loss: 0.0311906 | Time: 4133.28 ms [2021-08-21 20:22:42 main:574] : INFO : Epoch 1798 | loss: 0.0311653 | val_loss: 0.0311828 | Time: 4081.49 ms [2021-08-21 20:22:46 main:574] : INFO : Epoch 1799 | loss: 0.031165 | val_loss: 0.0311845 | Time: 4154.11 ms [2021-08-21 20:22:50 main:574] : INFO : Epoch 1800 | loss: 0.0311638 | val_loss: 0.0311854 | Time: 4058.35 ms [2021-08-21 20:22:54 main:574] : INFO : Epoch 1801 | loss: 0.0311661 | val_loss: 0.0311821 | Time: 4081.14 ms [2021-08-21 20:22:58 main:574] : INFO : Epoch 1802 | loss: 0.0311659 | val_loss: 0.0311872 | Time: 4162.94 ms [2021-08-21 20:23:02 main:574] : INFO : Epoch 1803 | loss: 0.0311661 | val_loss: 0.0311834 | Time: 4161.57 ms [2021-08-21 20:23:07 main:574] : INFO : Epoch 1804 | loss: 0.0311656 | val_loss: 0.0311918 | Time: 4252.78 ms [2021-08-21 20:23:11 main:574] : INFO : Epoch 1805 | loss: 0.0311666 | val_loss: 0.0311856 | Time: 4222.17 ms [2021-08-21 20:23:15 main:574] : INFO : Epoch 1806 | loss: 0.0311646 | val_loss: 0.0311856 | Time: 4043.01 ms [2021-08-21 20:23:19 main:574] : INFO : Epoch 1807 | loss: 0.0311669 | val_loss: 0.0311836 | Time: 4071.98 ms [2021-08-21 20:23:23 main:574] : INFO : Epoch 1808 | loss: 0.0311706 | val_loss: 0.0311869 | Time: 4027.4 ms [2021-08-21 20:23:27 main:574] : INFO : Epoch 1809 | loss: 0.0311684 | val_loss: 0.0311823 | Time: 4105.7 ms [2021-08-21 20:23:31 main:574] : INFO : Epoch 1810 | loss: 0.0311669 | val_loss: 0.0311837 | Time: 4169.46 ms [2021-08-21 20:23:35 main:574] : INFO : Epoch 1811 | loss: 0.0311642 | val_loss: 0.0311858 | Time: 4075.15 ms [2021-08-21 20:23:40 main:574] : INFO : Epoch 1812 | loss: 0.0311738 | val_loss: 0.0311965 | Time: 4156.27 ms [2021-08-21 20:23:44 main:574] : INFO : Epoch 1813 | loss: 0.0311665 | val_loss: 0.0311847 | Time: 4118.63 ms [2021-08-21 20:23:48 main:574] : INFO : Epoch 1814 | loss: 0.0311689 | val_loss: 0.0312022 | Time: 4155.96 ms [2021-08-21 20:23:52 main:574] : INFO : Epoch 1815 | loss: 0.0311739 | val_loss: 0.031186 | Time: 4299.16 ms [2021-08-21 20:23:56 main:574] : INFO : Epoch 1816 | loss: 0.031166 | val_loss: 0.0311829 | Time: 4142.95 ms [2021-08-21 20:24:01 main:574] : INFO : Epoch 1817 | loss: 0.0311633 | val_loss: 0.0311819 | Time: 4245.42 ms [2021-08-21 20:24:05 main:574] : INFO : Epoch 1818 | loss: 0.0311636 | val_loss: 0.0311839 | Time: 4047.26 ms [2021-08-21 20:24:09 main:574] : INFO : Epoch 1819 | loss: 0.0311646 | val_loss: 0.031186 | Time: 4068.71 ms [2021-08-21 20:24:13 main:574] : INFO : Epoch 1820 | loss: 0.03117 | val_loss: 0.0311934 | Time: 4011.5 ms [2021-08-21 20:24:17 main:574] : INFO : Epoch 1821 | loss: 0.0311654 | val_loss: 0.0311822 | Time: 4178.59 ms [2021-08-21 20:24:21 main:574] : INFO : Epoch 1822 | loss: 0.0311653 | val_loss: 0.0311846 | Time: 4104.58 ms [2021-08-21 20:24:25 main:574] : INFO : Epoch 1823 | loss: 0.0311647 | val_loss: 0.0311825 | Time: 4178.89 ms [2021-08-21 20:24:29 main:574] : INFO : Epoch 1824 | loss: 0.0311653 | val_loss: 0.0311845 | Time: 4115.44 ms [2021-08-21 20:24:34 main:574] : INFO : Epoch 1825 | loss: 0.0311634 | val_loss: 0.0311853 | Time: 4162.98 ms [2021-08-21 20:24:38 main:574] : INFO : Epoch 1826 | loss: 0.0311619 | val_loss: 0.0311821 | Time: 4188.76 ms [2021-08-21 20:24:42 main:574] : INFO : Epoch 1827 | loss: 0.0311643 | val_loss: 0.031187 | Time: 4209.35 ms [2021-08-21 20:24:46 main:574] : INFO : Epoch 1828 | loss: 0.0311635 | val_loss: 0.0311837 | Time: 4338.64 ms [2021-08-21 20:24:51 main:574] : INFO : Epoch 1829 | loss: 0.0311631 | val_loss: 0.0311852 | Time: 4179.28 ms [2021-08-21 20:24:55 main:574] : INFO : Epoch 1830 | loss: 0.0311695 | val_loss: 0.0311878 | Time: 4117.54 ms [2021-08-21 20:24:59 main:574] : INFO : Epoch 1831 | loss: 0.0311729 | val_loss: 0.0311881 | Time: 4167.68 ms [2021-08-21 20:25:03 main:574] : INFO : Epoch 1832 | loss: 0.0311785 | val_loss: 0.0312065 | Time: 4114.65 ms [2021-08-21 20:25:07 main:574] : INFO : Epoch 1833 | loss: 0.0311964 | val_loss: 0.0311942 | Time: 4149.59 ms [2021-08-21 20:25:11 main:574] : INFO : Epoch 1834 | loss: 0.0311917 | val_loss: 0.0311991 | Time: 4215.77 ms [2021-08-21 20:25:16 main:574] : INFO : Epoch 1835 | loss: 0.0311901 | val_loss: 0.0311963 | Time: 4159.6 ms [2021-08-21 20:25:20 main:574] : INFO : Epoch 1836 | loss: 0.0311848 | val_loss: 0.0311926 | Time: 4174.01 ms [2021-08-21 20:25:24 main:574] : INFO : Epoch 1837 | loss: 0.0311813 | val_loss: 0.031185 | Time: 4082.88 ms [2021-08-21 20:25:28 main:574] : INFO : Epoch 1838 | loss: 0.0311794 | val_loss: 0.0311854 | Time: 4202.79 ms [2021-08-21 20:25:32 main:574] : INFO : Epoch 1839 | loss: 0.0311802 | val_loss: 0.0311951 | Time: 4106.92 ms [2021-08-21 20:25:37 main:574] : INFO : Epoch 1840 | loss: 0.0311818 | val_loss: 0.0311873 | Time: 4237.09 ms [2021-08-21 20:25:41 main:574] : INFO : Epoch 1841 | loss: 0.0311792 | val_loss: 0.0311876 | Time: 4264.29 ms [2021-08-21 20:25:45 main:574] : INFO : Epoch 1842 | loss: 0.0311812 | val_loss: 0.0311928 | Time: 4170.34 ms [2021-08-21 20:25:49 main:574] : INFO : Epoch 1843 | loss: 0.0311788 | val_loss: 0.0311855 | Time: 4173.95 ms [2021-08-21 20:25:53 main:574] : INFO : Epoch 1844 | loss: 0.0311781 | val_loss: 0.0311871 | Time: 4189.19 ms [2021-08-21 20:25:58 main:574] : INFO : Epoch 1845 | loss: 0.0311777 | val_loss: 0.03119 | Time: 4248.88 ms [2021-08-21 20:26:02 main:574] : INFO : Epoch 1846 | loss: 0.0311801 | val_loss: 0.0311933 | Time: 4060.78 ms [2021-08-21 20:26:06 main:574] : INFO : Epoch 1847 | loss: 0.0311773 | val_loss: 0.0311892 | Time: 4063.35 ms [2021-08-21 20:26:10 main:574] : INFO : Epoch 1848 | loss: 0.0311784 | val_loss: 0.0311877 | Time: 4166.53 ms [2021-08-21 20:26:14 main:574] : INFO : Epoch 1849 | loss: 0.0311779 | val_loss: 0.031193 | Time: 4120.23 ms [2021-08-21 20:26:18 main:574] : INFO : Epoch 1850 | loss: 0.0311772 | val_loss: 0.0311876 | Time: 4089.33 ms [2021-08-21 20:26:22 main:574] : INFO : Epoch 1851 | loss: 0.0311769 | val_loss: 0.0311885 | Time: 4081.9 ms [2021-08-21 20:26:26 main:574] : INFO : Epoch 1852 | loss: 0.0311738 | val_loss: 0.0311865 | Time: 4027.97 ms [2021-08-21 20:26:31 main:574] : INFO : Epoch 1853 | loss: 0.0311752 | val_loss: 0.0311872 | Time: 4138.39 ms [2021-08-21 20:26:35 main:574] : INFO : Epoch 1854 | loss: 0.0311731 | val_loss: 0.0311885 | Time: 4095.86 ms [2021-08-21 20:26:39 main:574] : INFO : Epoch 1855 | loss: 0.0311736 | val_loss: 0.0311877 | Time: 4592.08 ms [2021-08-21 20:26:44 main:574] : INFO : Epoch 1856 | loss: 0.0311749 | val_loss: 0.031194 | Time: 4182.62 ms [2021-08-21 20:26:48 main:574] : INFO : Epoch 1857 | loss: 0.0311764 | val_loss: 0.0311899 | Time: 4250.55 ms [2021-08-21 20:26:52 main:574] : INFO : Epoch 1858 | loss: 0.0311758 | val_loss: 0.0311849 | Time: 4140.24 ms [2021-08-21 20:26:56 main:574] : INFO : Epoch 1859 | loss: 0.031177 | val_loss: 0.0311994 | Time: 4052.13 ms [2021-08-21 20:27:00 main:574] : INFO : Epoch 1860 | loss: 0.0311802 | val_loss: 0.0311883 | Time: 4131.7 ms [2021-08-21 20:27:04 main:574] : INFO : Epoch 1861 | loss: 0.0311741 | val_loss: 0.0311884 | Time: 4104.58 ms [2021-08-21 20:27:08 main:574] : INFO : Epoch 1862 | loss: 0.0311753 | val_loss: 0.0311869 | Time: 4101.92 ms [2021-08-21 20:27:13 main:574] : INFO : Epoch 1863 | loss: 0.0311712 | val_loss: 0.0311868 | Time: 4053 ms [2021-08-21 20:27:17 main:574] : INFO : Epoch 1864 | loss: 0.0311713 | val_loss: 0.0311855 | Time: 4105.99 ms [2021-08-21 20:27:21 main:574] : INFO : Epoch 1865 | loss: 0.031173 | val_loss: 0.0311872 | Time: 4194.44 ms [2021-08-21 20:27:25 main:574] : INFO : Epoch 1866 | loss: 0.0311714 | val_loss: 0.0311862 | Time: 4176.52 ms [2021-08-21 20:27:29 main:574] : INFO : Epoch 1867 | loss: 0.0311709 | val_loss: 0.031199 | Time: 4098.9 ms [2021-08-21 20:27:33 main:574] : INFO : Epoch 1868 | loss: 0.0311737 | val_loss: 0.0311859 | Time: 4208.41 ms [2021-08-21 20:27:37 main:574] : INFO : Epoch 1869 | loss: 0.0311707 | val_loss: 0.0311858 | Time: 4078.61 ms [2021-08-21 20:27:42 main:574] : INFO : Epoch 1870 | loss: 0.0311703 | val_loss: 0.0311851 | Time: 4209.89 ms [2021-08-21 20:27:46 main:574] : INFO : Epoch 1871 | loss: 0.0311718 | val_loss: 0.0311863 | Time: 4203.12 ms [2021-08-21 20:27:50 main:574] : INFO : Epoch 1872 | loss: 0.031171 | val_loss: 0.0311865 | Time: 4097.9 ms [2021-08-21 20:27:54 main:574] : INFO : Epoch 1873 | loss: 0.0311754 | val_loss: 0.0311874 | Time: 4264.54 ms [2021-08-21 20:27:59 main:574] : INFO : Epoch 1874 | loss: 0.0311749 | val_loss: 0.0311871 | Time: 4069.81 ms [2021-08-21 20:28:03 main:574] : INFO : Epoch 1875 | loss: 0.0311766 | val_loss: 0.031203 | Time: 4157.53 ms [2021-08-21 20:28:07 main:574] : INFO : Epoch 1876 | loss: 0.0311783 | val_loss: 0.0311854 | Time: 4066.46 ms [2021-08-21 20:28:11 main:574] : INFO : Epoch 1877 | loss: 0.0311748 | val_loss: 0.0311851 | Time: 4061.17 ms [2021-08-21 20:28:15 main:574] : INFO : Epoch 1878 | loss: 0.0311773 | val_loss: 0.0311872 | Time: 4175.11 ms [2021-08-21 20:28:19 main:574] : INFO : Epoch 1879 | loss: 0.031178 | val_loss: 0.0311854 | Time: 4363.61 ms [2021-08-21 20:28:24 main:574] : INFO : Epoch 1880 | loss: 0.0311748 | val_loss: 0.0311874 | Time: 4047.76 ms [2021-08-21 20:28:28 main:574] : INFO : Epoch 1881 | loss: 0.0311724 | val_loss: 0.0311864 | Time: 4136.51 ms [2021-08-21 20:28:32 main:574] : INFO : Epoch 1882 | loss: 0.0311722 | val_loss: 0.0311885 | Time: 4118.73 ms [2021-08-21 20:28:36 main:574] : INFO : Epoch 1883 | loss: 0.031171 | val_loss: 0.0311854 | Time: 4144.15 ms [2021-08-21 20:28:40 main:574] : INFO : Epoch 1884 | loss: 0.0311712 | val_loss: 0.0311906 | Time: 4184.93 ms [2021-08-21 20:28:44 main:574] : INFO : Epoch 1885 | loss: 0.0311729 | val_loss: 0.0311882 | Time: 4077.84 ms [2021-08-21 20:28:48 main:574] : INFO : Epoch 1886 | loss: 0.0311712 | val_loss: 0.0311871 | Time: 4166.37 ms [2021-08-21 20:28:53 main:574] : INFO : Epoch 1887 | loss: 0.0311717 | val_loss: 0.031191 | Time: 4213.22 ms [2021-08-21 20:28:57 main:574] : INFO : Epoch 1888 | loss: 0.0311705 | val_loss: 0.0311901 | Time: 4300.64 ms [2021-08-21 20:29:01 main:574] : INFO : Epoch 1889 | loss: 0.0311703 | val_loss: 0.0311899 | Time: 4297.03 ms [2021-08-21 20:29:05 main:574] : INFO : Epoch 1890 | loss: 0.0311732 | val_loss: 0.0311859 | Time: 4103.68 ms [2021-08-21 20:29:10 main:574] : INFO : Epoch 1891 | loss: 0.0311721 | val_loss: 0.0311886 | Time: 4145.04 ms [2021-08-21 20:29:14 main:574] : INFO : Epoch 1892 | loss: 0.0311788 | val_loss: 0.0311891 | Time: 4221.29 ms [2021-08-21 20:29:18 main:574] : INFO : Epoch 1893 | loss: 0.0311743 | val_loss: 0.0311843 | Time: 4137.12 ms [2021-08-21 20:29:22 main:574] : INFO : Epoch 1894 | loss: 0.0311689 | val_loss: 0.031184 | Time: 4217.81 ms [2021-08-21 20:29:27 main:574] : INFO : Epoch 1895 | loss: 0.031168 | val_loss: 0.0311893 | Time: 4306.34 ms [2021-08-21 20:29:31 main:574] : INFO : Epoch 1896 | loss: 0.0311688 | val_loss: 0.0311908 | Time: 4170.47 ms [2021-08-21 20:29:35 main:574] : INFO : Epoch 1897 | loss: 0.03117 | val_loss: 0.0311944 | Time: 4201.96 ms [2021-08-21 20:29:39 main:574] : INFO : Epoch 1898 | loss: 0.0311687 | val_loss: 0.0311853 | Time: 4077.07 ms [2021-08-21 20:29:43 main:574] : INFO : Epoch 1899 | loss: 0.0311676 | val_loss: 0.0311863 | Time: 4214.95 ms [2021-08-21 20:29:48 main:574] : INFO : Epoch 1900 | loss: 0.031168 | val_loss: 0.0311881 | Time: 4296.32 ms [2021-08-21 20:29:52 main:574] : INFO : Epoch 1901 | loss: 0.0311682 | val_loss: 0.0311926 | Time: 4231.58 ms [2021-08-21 20:29:56 main:574] : INFO : Epoch 1902 | loss: 0.0311702 | val_loss: 0.0311845 | Time: 4135 ms [2021-08-21 20:30:00 main:574] : INFO : Epoch 1903 | loss: 0.031167 | val_loss: 0.031185 | Time: 4101.42 ms [2021-08-21 20:30:04 main:574] : INFO : Epoch 1904 | loss: 0.0311666 | val_loss: 0.0311823 | Time: 4231.66 ms [2021-08-21 20:30:09 main:574] : INFO : Epoch 1905 | loss: 0.0311657 | val_loss: 0.031183 | Time: 4113.63 ms [2021-08-21 20:30:13 main:574] : INFO : Epoch 1906 | loss: 0.0311682 | val_loss: 0.0311844 | Time: 4190.02 ms [2021-08-21 20:30:17 main:574] : INFO : Epoch 1907 | loss: 0.0311654 | val_loss: 0.0311865 | Time: 4340.49 ms [2021-08-21 20:30:21 main:574] : INFO : Epoch 1908 | loss: 0.0311656 | val_loss: 0.0311834 | Time: 4245.11 ms [2021-08-21 20:30:26 main:574] : INFO : Epoch 1909 | loss: 0.0311686 | val_loss: 0.0311859 | Time: 4149.11 ms [2021-08-21 20:30:30 main:574] : INFO : Epoch 1910 | loss: 0.0311679 | val_loss: 0.031188 | Time: 4091.83 ms [2021-08-21 20:30:34 main:574] : INFO : Epoch 1911 | loss: 0.0311703 | val_loss: 0.0311838 | Time: 4183.93 ms [2021-08-21 20:30:38 main:574] : INFO : Epoch 1912 | loss: 0.0311678 | val_loss: 0.0311874 | Time: 4173.98 ms [2021-08-21 20:30:42 main:574] : INFO : Epoch 1913 | loss: 0.0311651 | val_loss: 0.0311833 | Time: 4202.25 ms [2021-08-21 20:30:47 main:574] : INFO : Epoch 1914 | loss: 0.031165 | val_loss: 0.0311855 | Time: 4182.4 ms [2021-08-21 20:30:51 main:574] : INFO : Epoch 1915 | loss: 0.0311731 | val_loss: 0.0311911 | Time: 4272.13 ms [2021-08-21 20:30:55 main:574] : INFO : Epoch 1916 | loss: 0.0311705 | val_loss: 0.0311842 | Time: 4198.62 ms [2021-08-21 20:30:59 main:574] : INFO : Epoch 1917 | loss: 0.0311635 | val_loss: 0.0311845 | Time: 4141.62 ms [2021-08-21 20:31:04 main:574] : INFO : Epoch 1918 | loss: 0.0311643 | val_loss: 0.0311826 | Time: 4299.58 ms [2021-08-21 20:31:08 main:574] : INFO : Epoch 1919 | loss: 0.0311635 | val_loss: 0.0311843 | Time: 4147.52 ms [2021-08-21 20:31:12 main:574] : INFO : Epoch 1920 | loss: 0.0311666 | val_loss: 0.0311832 | Time: 4179.06 ms [2021-08-21 20:31:16 main:574] : INFO : Epoch 1921 | loss: 0.0311665 | val_loss: 0.0311866 | Time: 4318.24 ms [2021-08-21 20:31:20 main:574] : INFO : Epoch 1922 | loss: 0.0311653 | val_loss: 0.0311869 | Time: 4217.4 ms [2021-08-21 20:31:25 main:574] : INFO : Epoch 1923 | loss: 0.0311802 | val_loss: 0.0311929 | Time: 4205.12 ms [2021-08-21 20:31:29 main:574] : INFO : Epoch 1924 | loss: 0.0311871 | val_loss: 0.0311945 | Time: 4101.02 ms [2021-08-21 20:31:33 main:574] : INFO : Epoch 1925 | loss: 0.0311876 | val_loss: 0.0311891 | Time: 4148.04 ms [2021-08-21 20:31:37 main:574] : INFO : Epoch 1926 | loss: 0.031185 | val_loss: 0.0311907 | Time: 4198.16 ms [2021-08-21 20:31:41 main:574] : INFO : Epoch 1927 | loss: 0.0311829 | val_loss: 0.0311887 | Time: 4204.88 ms [2021-08-21 20:31:46 main:574] : INFO : Epoch 1928 | loss: 0.0311855 | val_loss: 0.0311893 | Time: 4302.42 ms [2021-08-21 20:31:50 main:574] : INFO : Epoch 1929 | loss: 0.031181 | val_loss: 0.0311884 | Time: 4142.28 ms [2021-08-21 20:31:54 main:574] : INFO : Epoch 1930 | loss: 0.0311842 | val_loss: 0.0311869 | Time: 4219.02 ms [2021-08-21 20:31:58 main:574] : INFO : Epoch 1931 | loss: 0.031179 | val_loss: 0.0311894 | Time: 4152.72 ms [2021-08-21 20:32:03 main:574] : INFO : Epoch 1932 | loss: 0.0311799 | val_loss: 0.0311851 | Time: 4223.45 ms [2021-08-21 20:32:07 main:574] : INFO : Epoch 1933 | loss: 0.0311792 | val_loss: 0.0311838 | Time: 4155 ms [2021-08-21 20:32:11 main:574] : INFO : Epoch 1934 | loss: 0.031177 | val_loss: 0.0311841 | Time: 4173.98 ms [2021-08-21 20:32:15 main:574] : INFO : Epoch 1935 | loss: 0.0311762 | val_loss: 0.0311897 | Time: 4165.43 ms [2021-08-21 20:32:19 main:574] : INFO : Epoch 1936 | loss: 0.0311798 | val_loss: 0.0311869 | Time: 4120.25 ms [2021-08-21 20:32:24 main:574] : INFO : Epoch 1937 | loss: 0.0311747 | val_loss: 0.0311821 | Time: 4262.36 ms [2021-08-21 20:32:28 main:574] : INFO : Epoch 1938 | loss: 0.031175 | val_loss: 0.0311856 | Time: 4208.78 ms [2021-08-21 20:32:32 main:574] : INFO : Epoch 1939 | loss: 0.0311763 | val_loss: 0.031189 | Time: 4110 ms [2021-08-21 20:32:36 main:574] : INFO : Epoch 1940 | loss: 0.0311751 | val_loss: 0.0311833 | Time: 4061.84 ms [2021-08-21 20:32:40 main:574] : INFO : Epoch 1941 | loss: 0.0311727 | val_loss: 0.0311808 | Time: 4068.31 ms [2021-08-21 20:32:44 main:574] : INFO : Epoch 1942 | loss: 0.0311705 | val_loss: 0.0311809 | Time: 4284.07 ms [2021-08-21 20:32:49 main:574] : INFO : Epoch 1943 | loss: 0.031169 | val_loss: 0.0311787 | Time: 4240.85 ms [2021-08-21 20:32:53 main:574] : INFO : Epoch 1944 | loss: 0.0311705 | val_loss: 0.0311791 | Time: 4133.97 ms [2021-08-21 20:32:57 main:574] : INFO : Epoch 1945 | loss: 0.0311686 | val_loss: 0.0311787 | Time: 4231.42 ms [2021-08-21 20:33:01 main:574] : INFO : Epoch 1946 | loss: 0.0311709 | val_loss: 0.0311829 | Time: 4252.11 ms [2021-08-21 20:33:06 main:574] : INFO : Epoch 1947 | loss: 0.0311717 | val_loss: 0.031179 | Time: 4262.85 ms [2021-08-21 20:33:10 main:574] : INFO : Epoch 1948 | loss: 0.0311723 | val_loss: 0.0311797 | Time: 4135.55 ms [2021-08-21 20:33:14 main:574] : INFO : Epoch 1949 | loss: 0.0311678 | val_loss: 0.0311785 | Time: 4181.28 ms [2021-08-21 20:33:18 main:574] : INFO : Epoch 1950 | loss: 0.0311714 | val_loss: 0.0311812 | Time: 4108 ms [2021-08-21 20:33:23 main:574] : INFO : Epoch 1951 | loss: 0.0311689 | val_loss: 0.0311798 | Time: 4479.16 ms [2021-08-21 20:33:27 main:574] : INFO : Epoch 1952 | loss: 0.0311683 | val_loss: 0.0311802 | Time: 4337.15 ms [2021-08-21 20:33:31 main:574] : INFO : Epoch 1953 | loss: 0.0311704 | val_loss: 0.0311778 | Time: 4206.85 ms [2021-08-21 20:33:35 main:574] : INFO : Epoch 1954 | loss: 0.0311679 | val_loss: 0.0311778 | Time: 4251.96 ms [2021-08-21 20:33:40 main:574] : INFO : Epoch 1955 | loss: 0.0311695 | val_loss: 0.0311793 | Time: 4227.09 ms [2021-08-21 20:33:44 main:574] : INFO : Epoch 1956 | loss: 0.0311735 | val_loss: 0.031188 | Time: 4181.53 ms [2021-08-21 20:33:48 main:574] : INFO : Epoch 1957 | loss: 0.0311719 | val_loss: 0.0311786 | Time: 4172.46 ms [2021-08-21 20:33:52 main:574] : INFO : Epoch 1958 | loss: 0.0311673 | val_loss: 0.0311781 | Time: 4239.42 ms [2021-08-21 20:33:56 main:574] : INFO : Epoch 1959 | loss: 0.0311666 | val_loss: 0.0311789 | Time: 4202.04 ms [2021-08-21 20:34:01 main:574] : INFO : Epoch 1960 | loss: 0.0311663 | val_loss: 0.0311766 | Time: 4273.39 ms [2021-08-21 20:34:05 main:574] : INFO : Epoch 1961 | loss: 0.0311651 | val_loss: 0.0311791 | Time: 4210.49 ms [2021-08-21 20:34:09 main:574] : INFO : Epoch 1962 | loss: 0.0311652 | val_loss: 0.0311778 | Time: 4174.06 ms [2021-08-21 20:34:13 main:574] : INFO : Epoch 1963 | loss: 0.0311681 | val_loss: 0.0311778 | Time: 4112.55 ms [2021-08-21 20:34:18 main:574] : INFO : Epoch 1964 | loss: 0.0311691 | val_loss: 0.0311897 | Time: 4221.07 ms [2021-08-21 20:34:22 main:574] : INFO : Epoch 1965 | loss: 0.0311671 | val_loss: 0.0311786 | Time: 4110.22 ms [2021-08-21 20:34:26 main:574] : INFO : Epoch 1966 | loss: 0.0311649 | val_loss: 0.0311785 | Time: 4160.06 ms [2021-08-21 20:34:30 main:574] : INFO : Epoch 1967 | loss: 0.0311679 | val_loss: 0.0311783 | Time: 4266.61 ms [2021-08-21 20:34:34 main:574] : INFO : Epoch 1968 | loss: 0.0311679 | val_loss: 0.0311783 | Time: 4196.84 ms [2021-08-21 20:34:39 main:574] : INFO : Epoch 1969 | loss: 0.0311703 | val_loss: 0.0311785 | Time: 4193.28 ms [2021-08-21 20:34:43 main:574] : INFO : Epoch 1970 | loss: 0.0311692 | val_loss: 0.0311789 | Time: 4237.46 ms [2021-08-21 20:34:47 main:574] : INFO : Epoch 1971 | loss: 0.0311673 | val_loss: 0.0311797 | Time: 4162.54 ms [2021-08-21 20:34:51 main:574] : INFO : Epoch 1972 | loss: 0.0311683 | val_loss: 0.0311776 | Time: 4186.17 ms [2021-08-21 20:34:56 main:574] : INFO : Epoch 1973 | loss: 0.0311649 | val_loss: 0.0311779 | Time: 4223.55 ms [2021-08-21 20:35:00 main:574] : INFO : Epoch 1974 | loss: 0.0311647 | val_loss: 0.0311776 | Time: 4154.36 ms [2021-08-21 20:35:04 main:574] : INFO : Epoch 1975 | loss: 0.0311635 | val_loss: 0.0311791 | Time: 4230.47 ms [2021-08-21 20:35:08 main:574] : INFO : Epoch 1976 | loss: 0.0311631 | val_loss: 0.0311779 | Time: 4044.16 ms [2021-08-21 20:35:12 main:574] : INFO : Epoch 1977 | loss: 0.0311642 | val_loss: 0.0311781 | Time: 4066.33 ms [2021-08-21 20:35:16 main:574] : INFO : Epoch 1978 | loss: 0.0311664 | val_loss: 0.0311856 | Time: 4071.23 ms [2021-08-21 20:35:20 main:574] : INFO : Epoch 1979 | loss: 0.0311725 | val_loss: 0.0311757 | Time: 4098.52 ms [2021-08-21 20:35:25 main:574] : INFO : Epoch 1980 | loss: 0.031165 | val_loss: 0.0311758 | Time: 4143.58 ms [2021-08-21 20:35:29 main:574] : INFO : Epoch 1981 | loss: 0.0311614 | val_loss: 0.0311755 | Time: 4078.37 ms [2021-08-21 20:35:33 main:574] : INFO : Epoch 1982 | loss: 0.0311622 | val_loss: 0.0311789 | Time: 4228.1 ms [2021-08-21 20:35:37 main:574] : INFO : Epoch 1983 | loss: 0.031162 | val_loss: 0.0311773 | Time: 4205.27 ms [2021-08-21 20:35:41 main:574] : INFO : Epoch 1984 | loss: 0.0311646 | val_loss: 0.0311846 | Time: 4095.72 ms [2021-08-21 20:35:46 main:574] : INFO : Epoch 1985 | loss: 0.0311705 | val_loss: 0.0311789 | Time: 4283.59 ms [2021-08-21 20:35:50 main:574] : INFO : Epoch 1986 | loss: 0.0311708 | val_loss: 0.0311764 | Time: 4186.23 ms [2021-08-21 20:35:54 main:574] : INFO : Epoch 1987 | loss: 0.0311632 | val_loss: 0.0311778 | Time: 4230.79 ms [2021-08-21 20:35:58 main:574] : INFO : Epoch 1988 | loss: 0.0311644 | val_loss: 0.0311774 | Time: 4271.67 ms [2021-08-21 20:36:02 main:574] : INFO : Epoch 1989 | loss: 0.0311623 | val_loss: 0.0311809 | Time: 4104.78 ms [2021-08-21 20:36:07 main:574] : INFO : Epoch 1990 | loss: 0.031165 | val_loss: 0.0311751 | Time: 4160.43 ms [2021-08-21 20:36:11 main:574] : INFO : Epoch 1991 | loss: 0.0311634 | val_loss: 0.031175 | Time: 4101.83 ms [2021-08-21 20:36:15 main:574] : INFO : Epoch 1992 | loss: 0.031163 | val_loss: 0.0311814 | Time: 4130.39 ms [2021-08-21 20:36:19 main:574] : INFO : Epoch 1993 | loss: 0.0311637 | val_loss: 0.0311745 | Time: 4091.62 ms [2021-08-21 20:36:23 main:574] : INFO : Epoch 1994 | loss: 0.0311631 | val_loss: 0.031179 | Time: 4069.9 ms [2021-08-21 20:36:27 main:574] : INFO : Epoch 1995 | loss: 0.0311661 | val_loss: 0.0311731 | Time: 4021.2 ms [2021-08-21 20:36:31 main:574] : INFO : Epoch 1996 | loss: 0.0311623 | val_loss: 0.0311725 | Time: 4126.67 ms [2021-08-21 20:36:35 main:574] : INFO : Epoch 1997 | loss: 0.031162 | val_loss: 0.0311791 | Time: 4145.92 ms [2021-08-21 20:36:40 main:574] : INFO : Epoch 1998 | loss: 0.0311623 | val_loss: 0.0311742 | Time: 4200.68 ms [2021-08-21 20:36:44 main:574] : INFO : Epoch 1999 | loss: 0.0311608 | val_loss: 0.0311727 | Time: 4133.83 ms [2021-08-21 20:36:48 main:574] : INFO : Epoch 2000 | loss: 0.0311628 | val_loss: 0.0311786 | Time: 4116.73 ms [2021-08-21 20:36:52 main:574] : INFO : Epoch 2001 | loss: 0.031164 | val_loss: 0.0311829 | Time: 4127.79 ms [2021-08-21 20:36:56 main:574] : INFO : Epoch 2002 | loss: 0.0311641 | val_loss: 0.0311801 | Time: 4133.99 ms [2021-08-21 20:37:00 main:574] : INFO : Epoch 2003 | loss: 0.0311641 | val_loss: 0.0311795 | Time: 4177.03 ms [2021-08-21 20:37:05 main:574] : INFO : Epoch 2004 | loss: 0.0311667 | val_loss: 0.0311797 | Time: 4161.81 ms [2021-08-21 20:37:09 main:574] : INFO : Epoch 2005 | loss: 0.0311659 | val_loss: 0.0311817 | Time: 4118.7 ms [2021-08-21 20:37:13 main:574] : INFO : Epoch 2006 | loss: 0.0311656 | val_loss: 0.0311805 | Time: 4102.66 ms [2021-08-21 20:37:17 main:574] : INFO : Epoch 2007 | loss: 0.0311638 | val_loss: 0.0311816 | Time: 4072.14 ms [2021-08-21 20:37:21 main:574] : INFO : Epoch 2008 | loss: 0.0311635 | val_loss: 0.0311791 | Time: 4141.96 ms [2021-08-21 20:37:25 main:574] : INFO : Epoch 2009 | loss: 0.0311637 | val_loss: 0.0311779 | Time: 4182.45 ms [2021-08-21 20:37:29 main:574] : INFO : Epoch 2010 | loss: 0.0311684 | val_loss: 0.0311819 | Time: 4118.23 ms [2021-08-21 20:37:34 main:574] : INFO : Epoch 2011 | loss: 0.031164 | val_loss: 0.0311793 | Time: 4123.5 ms [2021-08-21 20:37:38 main:574] : INFO : Epoch 2012 | loss: 0.0311623 | val_loss: 0.0311762 | Time: 4097.38 ms [2021-08-21 20:37:42 main:574] : INFO : Epoch 2013 | loss: 0.0311657 | val_loss: 0.0311807 | Time: 4170.04 ms [2021-08-21 20:37:46 main:574] : INFO : Epoch 2014 | loss: 0.0311642 | val_loss: 0.0311767 | Time: 4105.34 ms [2021-08-21 20:37:50 main:574] : INFO : Epoch 2015 | loss: 0.0311629 | val_loss: 0.0311747 | Time: 4354.72 ms [2021-08-21 20:37:55 main:574] : INFO : Epoch 2016 | loss: 0.0311627 | val_loss: 0.0311752 | Time: 4157.45 ms [2021-08-21 20:37:59 main:574] : INFO : Epoch 2017 | loss: 0.0311624 | val_loss: 0.0311713 | Time: 4172.74 ms [2021-08-21 20:38:03 main:574] : INFO : Epoch 2018 | loss: 0.0311659 | val_loss: 0.0311846 | Time: 4155.32 ms [2021-08-21 20:38:07 main:574] : INFO : Epoch 2019 | loss: 0.0311705 | val_loss: 0.0311718 | Time: 4047.61 ms [2021-08-21 20:38:11 main:574] : INFO : Epoch 2020 | loss: 0.0311657 | val_loss: 0.0311721 | Time: 4133.22 ms [2021-08-21 20:38:15 main:574] : INFO : Epoch 2021 | loss: 0.0311655 | val_loss: 0.0311701 | Time: 4078.74 ms [2021-08-21 20:38:19 main:574] : INFO : Epoch 2022 | loss: 0.0311642 | val_loss: 0.0311795 | Time: 4090.18 ms [2021-08-21 20:38:24 main:574] : INFO : Epoch 2023 | loss: 0.031166 | val_loss: 0.031171 | Time: 4052.8 ms [2021-08-21 20:38:28 main:574] : INFO : Epoch 2024 | loss: 0.0311628 | val_loss: 0.0311725 | Time: 4093.67 ms [2021-08-21 20:38:32 main:574] : INFO : Epoch 2025 | loss: 0.0311637 | val_loss: 0.0311839 | Time: 4242.24 ms [2021-08-21 20:38:36 main:574] : INFO : Epoch 2026 | loss: 0.0311647 | val_loss: 0.0311775 | Time: 4269.11 ms [2021-08-21 20:38:40 main:574] : INFO : Epoch 2027 | loss: 0.0311668 | val_loss: 0.0311748 | Time: 4153.38 ms [2021-08-21 20:38:45 main:574] : INFO : Epoch 2028 | loss: 0.031162 | val_loss: 0.0311765 | Time: 4190.76 ms [2021-08-21 20:38:49 main:574] : INFO : Epoch 2029 | loss: 0.0311629 | val_loss: 0.0311734 | Time: 4183.1 ms [2021-08-21 20:38:53 main:574] : INFO : Epoch 2030 | loss: 0.0311607 | val_loss: 0.031174 | Time: 4184.03 ms [2021-08-21 20:38:57 main:574] : INFO : Epoch 2031 | loss: 0.0311644 | val_loss: 0.0311829 | Time: 4033.23 ms [2021-08-21 20:39:01 main:574] : INFO : Epoch 2032 | loss: 0.0311643 | val_loss: 0.0311722 | Time: 4184.78 ms [2021-08-21 20:39:05 main:574] : INFO : Epoch 2033 | loss: 0.0311626 | val_loss: 0.0311713 | Time: 4068 ms [2021-08-21 20:39:10 main:574] : INFO : Epoch 2034 | loss: 0.0311624 | val_loss: 0.0311749 | Time: 4075.2 ms [2021-08-21 20:39:14 main:574] : INFO : Epoch 2035 | loss: 0.0311635 | val_loss: 0.0311724 | Time: 4046.72 ms [2021-08-21 20:39:18 main:574] : INFO : Epoch 2036 | loss: 0.0311609 | val_loss: 0.031177 | Time: 4050.98 ms [2021-08-21 20:39:22 main:574] : INFO : Epoch 2037 | loss: 0.0311651 | val_loss: 0.0311724 | Time: 4021.53 ms [2021-08-21 20:39:26 main:574] : INFO : Epoch 2038 | loss: 0.0311631 | val_loss: 0.0311739 | Time: 4108.45 ms [2021-08-21 20:39:30 main:574] : INFO : Epoch 2039 | loss: 0.0311604 | val_loss: 0.0311711 | Time: 4165.89 ms [2021-08-21 20:39:34 main:574] : INFO : Epoch 2040 | loss: 0.0311614 | val_loss: 0.0311738 | Time: 4125.9 ms [2021-08-21 20:39:38 main:574] : INFO : Epoch 2041 | loss: 0.0311647 | val_loss: 0.0311724 | Time: 4209.56 ms [2021-08-21 20:39:43 main:574] : INFO : Epoch 2042 | loss: 0.0311636 | val_loss: 0.0311722 | Time: 4156.76 ms [2021-08-21 20:39:47 main:574] : INFO : Epoch 2043 | loss: 0.0311635 | val_loss: 0.0311738 | Time: 4180.34 ms [2021-08-21 20:39:51 main:574] : INFO : Epoch 2044 | loss: 0.0311648 | val_loss: 0.0311782 | Time: 4272.42 ms [2021-08-21 20:39:55 main:574] : INFO : Epoch 2045 | loss: 0.0311618 | val_loss: 0.0311698 | Time: 4138.93 ms [2021-08-21 20:39:59 main:574] : INFO : Epoch 2046 | loss: 0.0311608 | val_loss: 0.0311709 | Time: 4113.22 ms [2021-08-21 20:40:04 main:574] : INFO : Epoch 2047 | loss: 0.0311686 | val_loss: 0.0311739 | Time: 4328.33 ms [2021-08-21 20:40:08 main:574] : INFO : Epoch 2048 | loss: 0.0311624 | val_loss: 0.0311689 | Time: 4260.91 ms [2021-08-21 20:40:08 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311689 [2021-08-21 20:40:08 main:603] : INFO : Saving end state to config to file [2021-08-21 20:40:08 main:608] : INFO : Success, exiting.. 20:40:08 (2220): 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)