Task 12171044
| Name | ParityModified-1639949025-13768-3-0_1 |
| Workunit | 8814164 |
| Created | 27 Feb 2022, 15:07:44 UTC |
| Sent | 27 Feb 2022, 15:07:52 UTC |
| Report deadline | 7 Mar 2022, 15:07:52 UTC |
| Received | 14 Mar 2022, 13:38:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17110 |
| Run time | 2 hours 30 min 29 sec |
| CPU time | 2 hours 24 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,158.46 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311753 | val_loss: 0.0311882 | Time: 4138.14 ms
[2022-03-14 12:59:50 main:574] : INFO : Epoch 1543 | loss: 0.0311764 | val_loss: 0.0311859 | Time: 4122.22 ms
[2022-03-14 12:59:54 main:574] : INFO : Epoch 1544 | loss: 0.0311737 | val_loss: 0.031198 | Time: 4192.44 ms
[2022-03-14 12:59:58 main:574] : INFO : Epoch 1545 | loss: 0.031184 | val_loss: 0.031188 | Time: 4227.45 ms
[2022-03-14 13:00:03 main:574] : INFO : Epoch 1546 | loss: 0.031181 | val_loss: 0.0311864 | Time: 4322.71 ms
[2022-03-14 13:00:07 main:574] : INFO : Epoch 1547 | loss: 0.0311732 | val_loss: 0.0311877 | Time: 4105.8 ms
[2022-03-14 13:00:11 main:574] : INFO : Epoch 1548 | loss: 0.0311736 | val_loss: 0.0311895 | Time: 4201.42 ms
[2022-03-14 13:00:16 main:574] : INFO : Epoch 1549 | loss: 0.0311734 | val_loss: 0.0311951 | Time: 4158.78 ms
[2022-03-14 13:00:20 main:574] : INFO : Epoch 1550 | loss: 0.0311726 | val_loss: 0.0311855 | Time: 4265.62 ms
[2022-03-14 13:00:24 main:574] : INFO : Epoch 1551 | loss: 0.0311714 | val_loss: 0.0311858 | Time: 4162.5 ms
[2022-03-14 13:00:29 main:574] : INFO : Epoch 1552 | loss: 0.031172 | val_loss: 0.0311923 | Time: 4254.71 ms
[2022-03-14 13:00:33 main:574] : INFO : Epoch 1553 | loss: 0.0311716 | val_loss: 0.0311853 | Time: 4196.04 ms
[2022-03-14 13:00:37 main:574] : INFO : Epoch 1554 | loss: 0.0311756 | val_loss: 0.0311956 | Time: 4238.51 ms
[2022-03-14 13:00:41 main:574] : INFO : Epoch 1555 | loss: 0.0311823 | val_loss: 0.0311988 | Time: 4266.05 ms
[2022-03-14 13:00:46 main:574] : INFO : Epoch 1556 | loss: 0.0311781 | val_loss: 0.0311914 | Time: 4272.08 ms
[2022-03-14 13:00:50 main:574] : INFO : Epoch 1557 | loss: 0.0311758 | val_loss: 0.0311898 | Time: 4325.37 ms
[2022-03-14 13:00:54 main:574] : INFO : Epoch 1558 | loss: 0.0311747 | val_loss: 0.0311901 | Time: 4190.78 ms
[2022-03-14 13:00:59 main:574] : INFO : Epoch 1559 | loss: 0.0311741 | val_loss: 0.0311871 | Time: 4242.43 ms
[2022-03-14 13:01:03 main:574] : INFO : Epoch 1560 | loss: 0.0311751 | val_loss: 0.0311929 | Time: 4237.4 ms
[2022-03-14 13:01:08 main:574] : INFO : Epoch 1561 | loss: 0.0311748 | val_loss: 0.0311876 | Time: 4417.53 ms
[2022-03-14 13:01:12 main:574] : INFO : Epoch 1562 | loss: 0.031171 | val_loss: 0.0311854 | Time: 4211.38 ms
[2022-03-14 13:01:16 main:574] : INFO : Epoch 1563 | loss: 0.0311726 | val_loss: 0.0311926 | Time: 4164.26 ms
[2022-03-14 13:01:21 main:574] : INFO : Epoch 1564 | loss: 0.0311766 | val_loss: 0.0311909 | Time: 4209.09 ms
[2022-03-14 13:01:25 main:574] : INFO : Epoch 1565 | loss: 0.031175 | val_loss: 0.0311961 | Time: 4343.76 ms
[2022-03-14 13:01:29 main:574] : INFO : Epoch 1566 | loss: 0.0311762 | val_loss: 0.0311909 | Time: 4286.12 ms
[2022-03-14 13:01:34 main:574] : INFO : Epoch 1567 | loss: 0.0311727 | val_loss: 0.0311883 | Time: 4258.84 ms
[2022-03-14 13:01:38 main:574] : INFO : Epoch 1568 | loss: 0.0311756 | val_loss: 0.0311913 | Time: 4247.9 ms
[2022-03-14 13:01:42 main:574] : INFO : Epoch 1569 | loss: 0.031173 | val_loss: 0.0311928 | Time: 4176.84 ms
[2022-03-14 13:01:47 main:574] : INFO : Epoch 1570 | loss: 0.0311729 | val_loss: 0.0311882 | Time: 4188.29 ms
[2022-03-14 13:01:51 main:574] : INFO : Epoch 1571 | loss: 0.0311776 | val_loss: 0.03119 | Time: 4275.82 ms
[2022-03-14 13:01:55 main:574] : INFO : Epoch 1572 | loss: 0.0311802 | val_loss: 0.0311938 | Time: 4267.15 ms
[2022-03-14 13:02:00 main:574] : INFO : Epoch 1573 | loss: 0.0311786 | val_loss: 0.0311878 | Time: 4158.96 ms
[2022-03-14 13:02:04 main:574] : INFO : Epoch 1574 | loss: 0.0311731 | val_loss: 0.0311898 | Time: 4163.8 ms
[2022-03-14 13:02:08 main:574] : INFO : Epoch 1575 | loss: 0.0311715 | val_loss: 0.0311902 | Time: 4210.27 ms
[2022-03-14 13:02:12 main:574] : INFO : Epoch 1576 | loss: 0.0311725 | val_loss: 0.0311878 | Time: 4288.71 ms
[2022-03-14 13:02:17 main:574] : INFO : Epoch 1577 | loss: 0.0311717 | val_loss: 0.031201 | Time: 4211.69 ms
[2022-03-14 13:02:21 main:574] : INFO : Epoch 1578 | loss: 0.031185 | val_loss: 0.0312083 | Time: 4211.39 ms
[2022-03-14 13:02:25 main:574] : INFO : Epoch 1579 | loss: 0.0311803 | val_loss: 0.0311916 | Time: 4144.38 ms
[2022-03-14 13:02:30 main:574] : INFO : Epoch 1580 | loss: 0.0311784 | val_loss: 0.0311864 | Time: 4271.02 ms
[2022-03-14 13:02:34 main:574] : INFO : Epoch 1581 | loss: 0.0311766 | val_loss: 0.0311907 | Time: 4262.6 ms
[2022-03-14 13:02:38 main:574] : INFO : Epoch 1582 | loss: 0.0311768 | val_loss: 0.0311887 | Time: 4331.13 ms
[2022-03-14 13:02:43 main:574] : INFO : Epoch 1583 | loss: 0.0311848 | val_loss: 0.0311987 | Time: 4189.9 ms
[2022-03-14 13:02:47 main:574] : INFO : Epoch 1584 | loss: 0.0311943 | val_loss: 0.0311963 | Time: 4227.24 ms
[2022-03-14 13:02:51 main:574] : INFO : Epoch 1585 | loss: 0.0311929 | val_loss: 0.0311956 | Time: 4233.17 ms
[2022-03-14 13:02:56 main:574] : INFO : Epoch 1586 | loss: 0.0311938 | val_loss: 0.0311956 | Time: 4180.67 ms
[2022-03-14 13:03:00 main:574] : INFO : Epoch 1587 | loss: 0.0311912 | val_loss: 0.0311937 | Time: 4339.63 ms
[2022-03-14 13:03:04 main:574] : INFO : Epoch 1588 | loss: 0.0311899 | val_loss: 0.0311951 | Time: 4245.24 ms
[2022-03-14 13:03:09 main:574] : INFO : Epoch 1589 | loss: 0.0311912 | val_loss: 0.0311969 | Time: 4181.58 ms
[2022-03-14 13:03:13 main:574] : INFO : Epoch 1590 | loss: 0.0311938 | val_loss: 0.0311943 | Time: 4163.62 ms
[2022-03-14 13:03:17 main:574] : INFO : Epoch 1591 | loss: 0.0311913 | val_loss: 0.0311962 | Time: 4301.83 ms
[2022-03-14 13:03:22 main:574] : INFO : Epoch 1592 | loss: 0.0311914 | val_loss: 0.0312041 | Time: 4357.94 ms
[2022-03-14 13:03:26 main:574] : INFO : Epoch 1593 | loss: 0.0311922 | val_loss: 0.0311979 | Time: 4163.56 ms
[2022-03-14 13:03:30 main:574] : INFO : Epoch 1594 | loss: 0.0311873 | val_loss: 0.031194 | Time: 4231.64 ms
[2022-03-14 13:03:35 main:574] : INFO : Epoch 1595 | loss: 0.0311882 | val_loss: 0.0311997 | Time: 4300.71 ms
[2022-03-14 13:03:39 main:574] : INFO : Epoch 1596 | loss: 0.0311883 | val_loss: 0.0311941 | Time: 4289.25 ms
[2022-03-14 13:03:43 main:574] : INFO : Epoch 1597 | loss: 0.0311873 | val_loss: 0.0311965 | Time: 4316.52 ms
[2022-03-14 13:03:48 main:574] : INFO : Epoch 1598 | loss: 0.0311852 | val_loss: 0.0311926 | Time: 4184.36 ms
[2022-03-14 13:03:52 main:574] : INFO : Epoch 1599 | loss: 0.0311845 | val_loss: 0.0311934 | Time: 4226.41 ms
[2022-03-14 13:03:56 main:574] : INFO : Epoch 1600 | loss: 0.0311864 | val_loss: 0.0311911 | Time: 4247.62 ms
[2022-03-14 13:04:01 main:574] : INFO : Epoch 1601 | loss: 0.031186 | val_loss: 0.0311913 | Time: 4351.63 ms
[2022-03-14 13:04:05 main:574] : INFO : Epoch 1602 | loss: 0.0311838 | val_loss: 0.0311911 | Time: 4264.43 ms
[2022-03-14 13:04:09 main:574] : INFO : Epoch 1603 | loss: 0.031183 | val_loss: 0.0311909 | Time: 4162.44 ms
[2022-03-14 13:04:14 main:574] : INFO : Epoch 1604 | loss: 0.0311864 | val_loss: 0.031196 | Time: 4208.77 ms
[2022-03-14 13:04:18 main:574] : INFO : Epoch 1605 | loss: 0.0311856 | val_loss: 0.0311927 | Time: 4158.29 ms
[2022-03-14 13:04:22 main:574] : INFO : Epoch 1606 | loss: 0.0311821 | val_loss: 0.0311899 | Time: 4341.56 ms
[2022-03-14 13:04:27 main:574] : INFO : Epoch 1607 | loss: 0.031183 | val_loss: 0.0311915 | Time: 4308.61 ms
[2022-03-14 13:04:31 main:574] : INFO : Epoch 1608 | loss: 0.0311815 | val_loss: 0.0311913 | Time: 4183.38 ms
[2022-03-14 13:04:35 main:574] : INFO : Epoch 1609 | loss: 0.0311845 | val_loss: 0.0311933 | Time: 4187.58 ms
[2022-03-14 13:04:40 main:574] : INFO : Epoch 1610 | loss: 0.0311849 | val_loss: 0.0311928 | Time: 4228.07 ms
[2022-03-14 13:04:44 main:574] : INFO : Epoch 1611 | loss: 0.0311807 | val_loss: 0.0311908 | Time: 4399.85 ms
[2022-03-14 13:04:48 main:574] : INFO : Epoch 1612 | loss: 0.0311832 | val_loss: 0.0311917 | Time: 4324.35 ms
[2022-03-14 13:04:53 main:574] : INFO : Epoch 1613 | loss: 0.0311833 | val_loss: 0.0311938 | Time: 4163.99 ms
[2022-03-14 13:04:57 main:574] : INFO : Epoch 1614 | loss: 0.0311823 | val_loss: 0.031191 | Time: 4140.3 ms
[2022-03-14 13:05:01 main:574] : INFO : Epoch 1615 | loss: 0.0311831 | val_loss: 0.0312009 | Time: 4167.22 ms
[2022-03-14 13:05:05 main:574] : INFO : Epoch 1616 | loss: 0.0311823 | val_loss: 0.0311962 | Time: 4217.28 ms
[2022-03-14 13:05:10 main:574] : INFO : Epoch 1617 | loss: 0.0311815 | val_loss: 0.0311897 | Time: 4245.89 ms
[2022-03-14 13:05:14 main:574] : INFO : Epoch 1618 | loss: 0.0311812 | val_loss: 0.0311907 | Time: 4292.03 ms
[2022-03-14 13:05:18 main:574] : INFO : Epoch 1619 | loss: 0.0311812 | val_loss: 0.0311921 | Time: 4165.56 ms
[2022-03-14 13:05:23 main:574] : INFO : Epoch 1620 | loss: 0.0311817 | val_loss: 0.0311868 | Time: 4108.46 ms
[2022-03-14 13:05:27 main:574] : INFO : Epoch 1621 | loss: 0.0311818 | val_loss: 0.0311875 | Time: 4263.28 ms
[2022-03-14 13:05:31 main:574] : INFO : Epoch 1622 | loss: 0.0311818 | val_loss: 0.0311939 | Time: 4326.67 ms
[2022-03-14 13:05:36 main:574] : INFO : Epoch 1623 | loss: 0.0311855 | val_loss: 0.0311888 | Time: 4294.03 ms
[2022-03-14 13:05:40 main:574] : INFO : Epoch 1624 | loss: 0.0311839 | val_loss: 0.031188 | Time: 4231.39 ms
[2022-03-14 13:05:44 main:574] : INFO : Epoch 1625 | loss: 0.0311825 | val_loss: 0.0311875 | Time: 4213.66 ms
[2022-03-14 13:05:49 main:574] : INFO : Epoch 1626 | loss: 0.0311826 | val_loss: 0.0311891 | Time: 4418.37 ms
[2022-03-14 13:05:53 main:574] : INFO : Epoch 1627 | loss: 0.031183 | val_loss: 0.0311871 | Time: 4247.25 ms
[2022-03-14 13:05:58 main:574] : INFO : Epoch 1628 | loss: 0.0311821 | val_loss: 0.0311908 | Time: 4197.04 ms
[2022-03-14 13:06:02 main:574] : INFO : Epoch 1629 | loss: 0.0311881 | val_loss: 0.031189 | Time: 4187.94 ms
[2022-03-14 13:06:06 main:574] : INFO : Epoch 1630 | loss: 0.0311864 | val_loss: 0.0311905 | Time: 4232.51 ms
[2022-03-14 13:06:11 main:574] : INFO : Epoch 1631 | loss: 0.0311885 | val_loss: 0.03119 | Time: 4297.8 ms
[2022-03-14 13:06:15 main:574] : INFO : Epoch 1632 | loss: 0.0311865 | val_loss: 0.031188 | Time: 4307.47 ms
[2022-03-14 13:06:19 main:574] : INFO : Epoch 1633 | loss: 0.0311851 | val_loss: 0.0311934 | Time: 4254.49 ms
[2022-03-14 13:06:24 main:574] : INFO : Epoch 1634 | loss: 0.0311878 | val_loss: 0.0311964 | Time: 4261.12 ms
[2022-03-14 13:06:28 main:574] : INFO : Epoch 1635 | loss: 0.0311849 | val_loss: 0.0311907 | Time: 4231.72 ms
[2022-03-14 13:06:32 main:574] : INFO : Epoch 1636 | loss: 0.0311841 | val_loss: 0.0311914 | Time: 4217.65 ms
[2022-03-14 13:06:37 main:574] : INFO : Epoch 1637 | loss: 0.0311833 | val_loss: 0.0311863 | Time: 4385.11 ms
[2022-03-14 13:06:41 main:574] : INFO : Epoch 1638 | loss: 0.0311827 | val_loss: 0.0311969 | Time: 4325.34 ms
[2022-03-14 13:06:45 main:574] : INFO : Epoch 1639 | loss: 0.031187 | val_loss: 0.0311924 | Time: 4158.7 ms
[2022-03-14 13:06:50 main:574] : INFO : Epoch 1640 | loss: 0.0311861 | val_loss: 0.0311931 | Time: 4217.53 ms
[2022-03-14 13:06:54 main:574] : INFO : Epoch 1641 | loss: 0.0311916 | val_loss: 0.0311992 | Time: 4186.5 ms
[2022-03-14 13:06:58 main:574] : INFO : Epoch 1642 | loss: 0.0311888 | val_loss: 0.0311895 | Time: 4284.05 ms
[2022-03-14 13:07:03 main:574] : INFO : Epoch 1643 | loss: 0.0311831 | val_loss: 0.0311891 | Time: 4212.08 ms
[2022-03-14 13:07:07 main:574] : INFO : Epoch 1644 | loss: 0.0311823 | val_loss: 0.0311923 | Time: 4125.1 ms
[2022-03-14 13:07:11 main:574] : INFO : Epoch 1645 | loss: 0.0311844 | val_loss: 0.0311888 | Time: 4249.57 ms
[2022-03-14 13:07:15 main:574] : INFO : Epoch 1646 | loss: 0.0311804 | val_loss: 0.0311866 | Time: 4168.32 ms
[2022-03-14 13:07:20 main:574] : INFO : Epoch 1647 | loss: 0.0311799 | val_loss: 0.0311869 | Time: 4220.41 ms
[2022-03-14 13:07:24 main:574] : INFO : Epoch 1648 | loss: 0.0311838 | val_loss: 0.0311963 | Time: 4253.2 ms
[2022-03-14 13:07:29 main:574] : INFO : Epoch 1649 | loss: 0.0311871 | val_loss: 0.0311893 | Time: 4281.46 ms
[2022-03-14 13:07:33 main:574] : INFO : Epoch 1650 | loss: 0.0311858 | val_loss: 0.0311875 | Time: 4183.35 ms
[2022-03-14 13:07:37 main:574] : INFO : Epoch 1651 | loss: 0.0311862 | val_loss: 0.0311872 | Time: 4173.15 ms
[2022-03-14 13:07:41 main:574] : INFO : Epoch 1652 | loss: 0.0311853 | val_loss: 0.0311888 | Time: 4250.27 ms
[2022-03-14 13:07:46 main:574] : INFO : Epoch 1653 | loss: 0.0311874 | val_loss: 0.0311915 | Time: 4215.41 ms
[2022-03-14 13:07:50 main:574] : INFO : Epoch 1654 | loss: 0.0311876 | val_loss: 0.0311886 | Time: 4201.19 ms
[2022-03-14 13:07:54 main:574] : INFO : Epoch 1655 | loss: 0.0311884 | val_loss: 0.031192 | Time: 4154.95 ms
[2022-03-14 13:07:59 main:574] : INFO : Epoch 1656 | loss: 0.0311912 | val_loss: 0.0311891 | Time: 4303.82 ms
[2022-03-14 13:08:03 main:574] : INFO : Epoch 1657 | loss: 0.0311868 | val_loss: 0.0311871 | Time: 4336.57 ms
[2022-03-14 13:08:07 main:574] : INFO : Epoch 1658 | loss: 0.0311837 | val_loss: 0.0311848 | Time: 4273.85 ms
[2022-03-14 13:08:12 main:574] : INFO : Epoch 1659 | loss: 0.0311821 | val_loss: 0.0311848 | Time: 4185.78 ms
[2022-03-14 13:08:16 main:574] : INFO : Epoch 1660 | loss: 0.0311823 | val_loss: 0.0311857 | Time: 4146.67 ms
[2022-03-14 13:08:20 main:574] : INFO : Epoch 1661 | loss: 0.0311825 | val_loss: 0.0311852 | Time: 4289.89 ms
[2022-03-14 13:08:25 main:574] : INFO : Epoch 1662 | loss: 0.0311812 | val_loss: 0.0311929 | Time: 4201.36 ms
[2022-03-14 13:08:29 main:574] : INFO : Epoch 1663 | loss: 0.0311843 | val_loss: 0.031184 | Time: 4309.21 ms
[2022-03-14 13:08:33 main:574] : INFO : Epoch 1664 | loss: 0.03118 | val_loss: 0.0311832 | Time: 4166.48 ms
[2022-03-14 13:08:38 main:574] : INFO : Epoch 1665 | loss: 0.0311807 | val_loss: 0.0311875 | Time: 4210.66 ms
[2022-03-14 13:08:42 main:574] : INFO : Epoch 1666 | loss: 0.0311825 | val_loss: 0.0311836 | Time: 4177.34 ms
[2022-03-14 13:08:46 main:574] : INFO : Epoch 1667 | loss: 0.0311809 | val_loss: 0.0311846 | Time: 4146.38 ms
[2022-03-14 13:08:50 main:574] : INFO : Epoch 1668 | loss: 0.0311824 | val_loss: 0.0311849 | Time: 4254.63 ms
[2022-03-14 13:08:55 main:574] : INFO : Epoch 1669 | loss: 0.0311799 | val_loss: 0.0311838 | Time: 4199.19 ms
[2022-03-14 13:08:59 main:574] : INFO : Epoch 1670 | loss: 0.0311794 | val_loss: 0.0311841 | Time: 4096.52 ms
[2022-03-14 13:09:03 main:574] : INFO : Epoch 1671 | loss: 0.0311789 | val_loss: 0.0311843 | Time: 4154.01 ms
[2022-03-14 13:09:08 main:574] : INFO : Epoch 1672 | loss: 0.0311795 | val_loss: 0.031184 | Time: 4298.45 ms
[2022-03-14 13:09:12 main:574] : INFO : Epoch 1673 | loss: 0.0311804 | val_loss: 0.0311858 | Time: 4386.54 ms
[2022-03-14 13:09:16 main:574] : INFO : Epoch 1674 | loss: 0.0311783 | val_loss: 0.0311844 | Time: 4234 ms
[2022-03-14 13:09:21 main:574] : INFO : Epoch 1675 | loss: 0.0311801 | val_loss: 0.0311842 | Time: 4149.19 ms
[2022-03-14 13:09:25 main:574] : INFO : Epoch 1676 | loss: 0.0311786 | val_loss: 0.0311832 | Time: 4280.44 ms
[2022-03-14 13:09:29 main:574] : INFO : Epoch 1677 | loss: 0.0311778 | val_loss: 0.0311928 | Time: 4304.92 ms
[2022-03-14 13:09:34 main:574] : INFO : Epoch 1678 | loss: 0.0311797 | val_loss: 0.0311846 | Time: 4242.51 ms
[2022-03-14 13:09:38 main:574] : INFO : Epoch 1679 | loss: 0.0311783 | val_loss: 0.0311864 | Time: 4196.91 ms
[2022-03-14 13:09:42 main:574] : INFO : Epoch 1680 | loss: 0.0311801 | val_loss: 0.0311854 | Time: 4191.38 ms
[2022-03-14 13:09:47 main:574] : INFO : Epoch 1681 | loss: 0.031177 | val_loss: 0.0311843 | Time: 4154.91 ms
[2022-03-14 13:09:51 main:574] : INFO : Epoch 1682 | loss: 0.031177 | val_loss: 0.0311848 | Time: 4155.08 ms
[2022-03-14 13:09:55 main:574] : INFO : Epoch 1683 | loss: 0.0311766 | val_loss: 0.0311871 | Time: 4283.47 ms
[2022-03-14 13:10:00 main:574] : INFO : Epoch 1684 | loss: 0.0311832 | val_loss: 0.0311892 | Time: 4420.24 ms
[2022-03-14 13:10:04 main:574] : INFO : Epoch 1685 | loss: 0.03118 | val_loss: 0.0311844 | Time: 4199.95 ms
[2022-03-14 13:10:08 main:574] : INFO : Epoch 1686 | loss: 0.0311767 | val_loss: 0.031189 | Time: 4211.42 ms
[2022-03-14 13:10:13 main:574] : INFO : Epoch 1687 | loss: 0.0311798 | val_loss: 0.0311885 | Time: 4155.6 ms
[2022-03-14 13:10:17 main:574] : INFO : Epoch 1688 | loss: 0.0311766 | val_loss: 0.0311833 | Time: 4282.74 ms
[2022-03-14 13:10:21 main:574] : INFO : Epoch 1689 | loss: 0.0311758 | val_loss: 0.0311833 | Time: 4268.58 ms
[2022-03-14 13:10:26 main:574] : INFO : Epoch 1690 | loss: 0.031175 | val_loss: 0.0311835 | Time: 4131.11 ms
[2022-03-14 13:10:30 main:574] : INFO : Epoch 1691 | loss: 0.0311776 | val_loss: 0.0311846 | Time: 4210.66 ms
[2022-03-14 13:10:34 main:574] : INFO : Epoch 1692 | loss: 0.0311763 | val_loss: 0.0311846 | Time: 4182.65 ms
[2022-03-14 13:10:39 main:574] : INFO : Epoch 1693 | loss: 0.031179 | val_loss: 0.0311891 | Time: 4310.39 ms
[2022-03-14 13:10:43 main:574] : INFO : Epoch 1694 | loss: 0.0311772 | val_loss: 0.0311864 | Time: 4313.3 ms
[2022-03-14 13:10:47 main:574] : INFO : Epoch 1695 | loss: 0.0311758 | val_loss: 0.0311811 | Time: 4274.4 ms
[2022-03-14 13:10:52 main:574] : INFO : Epoch 1696 | loss: 0.0311765 | val_loss: 0.0311821 | Time: 4242.24 ms
[2022-03-14 13:10:56 main:574] : INFO : Epoch 1697 | loss: 0.0311765 | val_loss: 0.0311812 | Time: 4191.78 ms
[2022-03-14 13:11:00 main:574] : INFO : Epoch 1698 | loss: 0.0311775 | val_loss: 0.0311875 | Time: 4224.15 ms
[2022-03-14 13:11:05 main:574] : INFO : Epoch 1699 | loss: 0.0311783 | val_loss: 0.0311858 | Time: 4293.1 ms
[2022-03-14 13:11:09 main:574] : INFO : Epoch 1700 | loss: 0.0311775 | val_loss: 0.0311828 | Time: 4215.49 ms
[2022-03-14 13:11:13 main:574] : INFO : Epoch 1701 | loss: 0.0311764 | val_loss: 0.0311824 | Time: 4190.05 ms
[2022-03-14 13:11:17 main:574] : INFO : Epoch 1702 | loss: 0.0311742 | val_loss: 0.0311818 | Time: 4196.31 ms
[2022-03-14 13:11:22 main:574] : INFO : Epoch 1703 | loss: 0.031179 | val_loss: 0.0311879 | Time: 4282.12 ms
[2022-03-14 13:11:26 main:574] : INFO : Epoch 1704 | loss: 0.0311791 | val_loss: 0.0311832 | Time: 4255.68 ms
[2022-03-14 13:11:30 main:574] : INFO : Epoch 1705 | loss: 0.0311746 | val_loss: 0.0311823 | Time: 4198.81 ms
[2022-03-14 13:11:34 main:574] : INFO : Epoch 1706 | loss: 0.0311748 | val_loss: 0.0311834 | Time: 4138.92 ms
[2022-03-14 13:11:39 main:574] : INFO : Epoch 1707 | loss: 0.0311751 | val_loss: 0.0311854 | Time: 4217.29 ms
[2022-03-14 13:11:43 main:574] : INFO : Epoch 1708 | loss: 0.0311759 | val_loss: 0.0311847 | Time: 4345.16 ms
[2022-03-14 13:11:47 main:574] : INFO : Epoch 1709 | loss: 0.0311792 | val_loss: 0.0311896 | Time: 4205.01 ms
[2022-03-14 13:11:52 main:574] : INFO : Epoch 1710 | loss: 0.031176 | val_loss: 0.0311943 | Time: 4250.16 ms
[2022-03-14 13:11:56 main:574] : INFO : Epoch 1711 | loss: 0.0311759 | val_loss: 0.0311846 | Time: 4255.79 ms
[2022-03-14 13:12:00 main:574] : INFO : Epoch 1712 | loss: 0.0311732 | val_loss: 0.0311846 | Time: 4181.98 ms
[2022-03-14 13:12:05 main:574] : INFO : Epoch 1713 | loss: 0.0311726 | val_loss: 0.0311891 | Time: 4160.05 ms
[2022-03-14 13:12:09 main:574] : INFO : Epoch 1714 | loss: 0.031173 | val_loss: 0.031186 | Time: 4365.67 ms
[2022-03-14 13:12:14 main:574] : INFO : Epoch 1715 | loss: 0.0311733 | val_loss: 0.0311837 | Time: 4237.23 ms
[2022-03-14 13:12:18 main:574] : INFO : Epoch 1716 | loss: 0.0311734 | val_loss: 0.0311898 | Time: 4158.72 ms
[2022-03-14 13:12:22 main:574] : INFO : Epoch 1717 | loss: 0.031174 | val_loss: 0.0311862 | Time: 4186.06 ms
[2022-03-14 13:12:26 main:574] : INFO : Epoch 1718 | loss: 0.0311761 | val_loss: 0.0311847 | Time: 4241.46 ms
[2022-03-14 13:12:31 main:574] : INFO : Epoch 1719 | loss: 0.0311731 | val_loss: 0.0311863 | Time: 4408.7 ms
[2022-03-14 13:12:35 main:574] : INFO : Epoch 1720 | loss: 0.0311746 | val_loss: 0.0311912 | Time: 4175.32 ms
[2022-03-14 13:12:39 main:574] : INFO : Epoch 1721 | loss: 0.0311751 | val_loss: 0.0311864 | Time: 4173.96 ms
[2022-03-14 13:12:43 main:574] : INFO : Epoch 1722 | loss: 0.0311725 | val_loss: 0.0311827 | Time: 4192.92 ms
[2022-03-14 13:12:48 main:574] : INFO : Epoch 1723 | loss: 0.0311769 | val_loss: 0.0311862 | Time: 4314.55 ms
[2022-03-14 13:12:52 main:574] : INFO : Epoch 1724 | loss: 0.0311784 | val_loss: 0.0311906 | Time: 4360.16 ms
[2022-03-14 13:12:57 main:574] : INFO : Epoch 1725 | loss: 0.0311774 | val_loss: 0.0311859 | Time: 4136.89 ms
[2022-03-14 13:13:01 main:574] : INFO : Epoch 1726 | loss: 0.0311783 | val_loss: 0.0311861 | Time: 4174.86 ms
[2022-03-14 13:13:05 main:574] : INFO : Epoch 1727 | loss: 0.031179 | val_loss: 0.0311873 | Time: 4257.59 ms
[2022-03-14 13:13:10 main:574] : INFO : Epoch 1728 | loss: 0.03118 | val_loss: 0.0311859 | Time: 4191.08 ms
[2022-03-14 13:13:14 main:574] : INFO : Epoch 1729 | loss: 0.0311785 | val_loss: 0.0311883 | Time: 4415.25 ms
[2022-03-14 13:13:18 main:574] : INFO : Epoch 1730 | loss: 0.0311768 | val_loss: 0.031184 | Time: 4201.84 ms
[2022-03-14 13:13:23 main:574] : INFO : Epoch 1731 | loss: 0.0311775 | val_loss: 0.0311918 | Time: 4212.44 ms
[2022-03-14 13:13:27 main:574] : INFO : Epoch 1732 | loss: 0.0311769 | val_loss: 0.0311845 | Time: 4164.12 ms
[2022-03-14 13:13:31 main:574] : INFO : Epoch 1733 | loss: 0.0311742 | val_loss: 0.0311832 | Time: 4172.62 ms
[2022-03-14 13:13:35 main:574] : INFO : Epoch 1734 | loss: 0.0311759 | val_loss: 0.0311877 | Time: 4274.68 ms
[2022-03-14 13:13:40 main:574] : INFO : Epoch 1735 | loss: 0.0311759 | val_loss: 0.0311837 | Time: 4267.32 ms
[2022-03-14 13:13:44 main:574] : INFO : Epoch 1736 | loss: 0.0311765 | val_loss: 0.0311856 | Time: 4163.49 ms
[2022-03-14 13:13:48 main:574] : INFO : Epoch 1737 | loss: 0.0311752 | val_loss: 0.0311828 | Time: 4093.67 ms
[2022-03-14 13:13:53 main:574] : INFO : Epoch 1738 | loss: 0.0311733 | val_loss: 0.031181 | Time: 4246.53 ms
[2022-03-14 13:13:57 main:574] : INFO : Epoch 1739 | loss: 0.0311742 | val_loss: 0.031187 | Time: 4345.88 ms
[2022-03-14 13:14:01 main:574] : INFO : Epoch 1740 | loss: 0.0311736 | val_loss: 0.031188 | Time: 4253.8 ms
[2022-03-14 13:14:06 main:574] : INFO : Epoch 1741 | loss: 0.0311784 | val_loss: 0.0311961 | Time: 4176.72 ms
[2022-03-14 13:14:10 main:574] : INFO : Epoch 1742 | loss: 0.0311782 | val_loss: 0.0311895 | Time: 4271.88 ms
[2022-03-14 13:14:14 main:574] : INFO : Epoch 1743 | loss: 0.0311744 | val_loss: 0.0311841 | Time: 4178.9 ms
[2022-03-14 13:14:19 main:574] : INFO : Epoch 1744 | loss: 0.0311745 | val_loss: 0.0311841 | Time: 4236.47 ms
[2022-03-14 13:14:23 main:574] : INFO : Epoch 1745 | loss: 0.0311739 | val_loss: 0.0311828 | Time: 4209.5 ms
[2022-03-14 13:14:27 main:574] : INFO : Epoch 1746 | loss: 0.0311758 | val_loss: 0.0311823 | Time: 4176.98 ms
[2022-03-14 13:14:32 main:574] : INFO : Epoch 1747 | loss: 0.0311764 | val_loss: 0.0311888 | Time: 4276.7 ms
[2022-03-14 13:14:36 main:574] : INFO : Epoch 1748 | loss: 0.0311811 | val_loss: 0.0311847 | Time: 4115.4 ms
[2022-03-14 13:14:40 main:574] : INFO : Epoch 1749 | loss: 0.0311761 | val_loss: 0.031188 | Time: 4229.55 ms
[2022-03-14 13:14:44 main:574] : INFO : Epoch 1750 | loss: 0.0311777 | val_loss: 0.0311897 | Time: 4304.92 ms
[2022-03-14 13:14:49 main:574] : INFO : Epoch 1751 | loss: 0.0311755 | val_loss: 0.0311856 | Time: 4203.64 ms
[2022-03-14 13:14:53 main:574] : INFO : Epoch 1752 | loss: 0.0311774 | val_loss: 0.0311846 | Time: 4176.14 ms
[2022-03-14 13:14:57 main:574] : INFO : Epoch 1753 | loss: 0.0311744 | val_loss: 0.0311832 | Time: 4197.7 ms
[2022-03-14 13:15:02 main:574] : INFO : Epoch 1754 | loss: 0.0311731 | val_loss: 0.0311838 | Time: 4278.59 ms
[2022-03-14 13:15:06 main:574] : INFO : Epoch 1755 | loss: 0.0311705 | val_loss: 0.0311835 | Time: 4171.01 ms
[2022-03-14 13:15:10 main:574] : INFO : Epoch 1756 | loss: 0.031174 | val_loss: 0.0311948 | Time: 4151.17 ms
[2022-03-14 13:15:14 main:574] : INFO : Epoch 1757 | loss: 0.0311756 | val_loss: 0.0311847 | Time: 4145.19 ms
[2022-03-14 13:15:19 main:574] : INFO : Epoch 1758 | loss: 0.031172 | val_loss: 0.0311833 | Time: 4260.65 ms
[2022-03-14 13:15:23 main:574] : INFO : Epoch 1759 | loss: 0.0311727 | val_loss: 0.031185 | Time: 4202.05 ms
[2022-03-14 13:15:27 main:574] : INFO : Epoch 1760 | loss: 0.0311755 | val_loss: 0.0311864 | Time: 4198.73 ms
[2022-03-14 13:15:31 main:574] : INFO : Epoch 1761 | loss: 0.0311776 | val_loss: 0.0311853 | Time: 4140.85 ms
[2022-03-14 13:15:36 main:574] : INFO : Epoch 1762 | loss: 0.031176 | val_loss: 0.0311822 | Time: 4198.35 ms
[2022-03-14 13:15:40 main:574] : INFO : Epoch 1763 | loss: 0.0311735 | val_loss: 0.0311831 | Time: 4190.68 ms
[2022-03-14 13:15:44 main:574] : INFO : Epoch 1764 | loss: 0.0311728 | val_loss: 0.0311911 | Time: 4315.39 ms
[2022-03-14 13:15:49 main:574] : INFO : Epoch 1765 | loss: 0.0311791 | val_loss: 0.0311821 | Time: 4307.87 ms
[2022-03-14 13:15:53 main:574] : INFO : Epoch 1766 | loss: 0.0311719 | val_loss: 0.0311802 | Time: 4283.74 ms
[2022-03-14 13:15:57 main:574] : INFO : Epoch 1767 | loss: 0.0311707 | val_loss: 0.0311848 | Time: 4165.33 ms
[2022-03-14 13:16:02 main:574] : INFO : Epoch 1768 | loss: 0.0311706 | val_loss: 0.031184 | Time: 4202.23 ms
[2022-03-14 13:16:06 main:574] : INFO : Epoch 1769 | loss: 0.0311709 | val_loss: 0.0311832 | Time: 4413.06 ms
[2022-03-14 13:16:11 main:574] : INFO : Epoch 1770 | loss: 0.0311713 | val_loss: 0.0311833 | Time: 4203.5 ms
[2022-03-14 13:16:15 main:574] : INFO : Epoch 1771 | loss: 0.0311715 | val_loss: 0.0311871 | Time: 4265.44 ms
[2022-03-14 13:16:19 main:574] : INFO : Epoch 1772 | loss: 0.0311723 | val_loss: 0.0311822 | Time: 4112.06 ms
[2022-03-14 13:16:23 main:574] : INFO : Epoch 1773 | loss: 0.0311718 | val_loss: 0.0311883 | Time: 4270.34 ms
[2022-03-14 13:16:28 main:574] : INFO : Epoch 1774 | loss: 0.0311701 | val_loss: 0.0311818 | Time: 4217.1 ms
[2022-03-14 13:16:32 main:574] : INFO : Epoch 1775 | loss: 0.03117 | val_loss: 0.0311827 | Time: 4170.16 ms
[2022-03-14 13:16:36 main:574] : INFO : Epoch 1776 | loss: 0.0311698 | val_loss: 0.0311825 | Time: 4277.74 ms
[2022-03-14 13:16:41 main:574] : INFO : Epoch 1777 | loss: 0.0311694 | val_loss: 0.0311823 | Time: 4217.61 ms
[2022-03-14 13:16:45 main:574] : INFO : Epoch 1778 | loss: 0.0311712 | val_loss: 0.0311933 | Time: 4097.1 ms
[2022-03-14 13:16:49 main:574] : INFO : Epoch 1779 | loss: 0.0311746 | val_loss: 0.0311846 | Time: 4259.89 ms
[2022-03-14 13:16:54 main:574] : INFO : Epoch 1780 | loss: 0.0311696 | val_loss: 0.0311833 | Time: 4339.08 ms
[2022-03-14 13:16:58 main:574] : INFO : Epoch 1781 | loss: 0.0311714 | val_loss: 0.0311813 | Time: 4236.87 ms
[2022-03-14 13:17:02 main:574] : INFO : Epoch 1782 | loss: 0.0311741 | val_loss: 0.0311795 | Time: 4221.28 ms
[2022-03-14 13:17:07 main:574] : INFO : Epoch 1783 | loss: 0.0311757 | val_loss: 0.0311817 | Time: 4189.09 ms
[2022-03-14 13:17:11 main:574] : INFO : Epoch 1784 | loss: 0.0311716 | val_loss: 0.0311798 | Time: 4225.77 ms
[2022-03-14 13:17:15 main:574] : INFO : Epoch 1785 | loss: 0.031171 | val_loss: 0.0311796 | Time: 4258.87 ms
[2022-03-14 13:17:20 main:574] : INFO : Epoch 1786 | loss: 0.0311724 | val_loss: 0.0311792 | Time: 4229.57 ms
[2022-03-14 13:17:24 main:574] : INFO : Epoch 1787 | loss: 0.0311706 | val_loss: 0.0311782 | Time: 4131.31 ms
[2022-03-14 13:17:28 main:574] : INFO : Epoch 1788 | loss: 0.0311694 | val_loss: 0.03118 | Time: 4253.22 ms
[2022-03-14 13:17:33 main:574] : INFO : Epoch 1789 | loss: 0.0311696 | val_loss: 0.0311802 | Time: 4146.39 ms
[2022-03-14 13:17:37 main:574] : INFO : Epoch 1790 | loss: 0.0311734 | val_loss: 0.0311866 | Time: 4219.62 ms
[2022-03-14 13:17:41 main:574] : INFO : Epoch 1791 | loss: 0.0311765 | val_loss: 0.0311798 | Time: 4270.99 ms
[2022-03-14 13:17:46 main:574] : INFO : Epoch 1792 | loss: 0.0311724 | val_loss: 0.0311795 | Time: 4151.39 ms
[2022-03-14 13:17:50 main:574] : INFO : Epoch 1793 | loss: 0.0311719 | val_loss: 0.0311811 | Time: 4253.17 ms
[2022-03-14 13:17:54 main:574] : INFO : Epoch 1794 | loss: 0.0311703 | val_loss: 0.0311783 | Time: 4164.74 ms
[2022-03-14 13:17:58 main:574] : INFO : Epoch 1795 | loss: 0.03117 | val_loss: 0.0311827 | Time: 4190.91 ms
[2022-03-14 13:18:03 main:574] : INFO : Epoch 1796 | loss: 0.0311706 | val_loss: 0.0311777 | Time: 4247.71 ms
[2022-03-14 13:18:07 main:574] : INFO : Epoch 1797 | loss: 0.0311705 | val_loss: 0.0311808 | Time: 4205.37 ms
[2022-03-14 13:18:11 main:574] : INFO : Epoch 1798 | loss: 0.0311697 | val_loss: 0.0311809 | Time: 4171.81 ms
[2022-03-14 13:18:16 main:574] : INFO : Epoch 1799 | loss: 0.0311683 | val_loss: 0.0311816 | Time: 4148.42 ms
[2022-03-14 13:18:20 main:574] : INFO : Epoch 1800 | loss: 0.0311703 | val_loss: 0.0311794 | Time: 4299.29 ms
[2022-03-14 13:18:24 main:574] : INFO : Epoch 1801 | loss: 0.0311686 | val_loss: 0.0311815 | Time: 4350.64 ms
[2022-03-14 13:18:29 main:574] : INFO : Epoch 1802 | loss: 0.0311701 | val_loss: 0.031179 | Time: 4124.84 ms
[2022-03-14 13:18:33 main:574] : INFO : Epoch 1803 | loss: 0.0311727 | val_loss: 0.0311848 | Time: 4161.26 ms
[2022-03-14 13:18:37 main:574] : INFO : Epoch 1804 | loss: 0.03117 | val_loss: 0.0311823 | Time: 4288.23 ms
[2022-03-14 13:18:42 main:574] : INFO : Epoch 1805 | loss: 0.0311711 | val_loss: 0.0311809 | Time: 4202.14 ms
[2022-03-14 13:18:46 main:574] : INFO : Epoch 1806 | loss: 0.0311738 | val_loss: 0.031179 | Time: 4187.58 ms
[2022-03-14 13:18:50 main:574] : INFO : Epoch 1807 | loss: 0.0311731 | val_loss: 0.031181 | Time: 4123.6 ms
[2022-03-14 13:18:54 main:574] : INFO : Epoch 1808 | loss: 0.0311747 | val_loss: 0.0311823 | Time: 4233.61 ms
[2022-03-14 13:18:59 main:574] : INFO : Epoch 1809 | loss: 0.0311754 | val_loss: 0.0311843 | Time: 4133.68 ms
[2022-03-14 13:19:03 main:574] : INFO : Epoch 1810 | loss: 0.0311799 | val_loss: 0.031183 | Time: 4144.23 ms
[2022-03-14 13:19:07 main:574] : INFO : Epoch 1811 | loss: 0.0311775 | val_loss: 0.0311794 | Time: 4339.48 ms
[2022-03-14 13:19:12 main:574] : INFO : Epoch 1812 | loss: 0.0311758 | val_loss: 0.031179 | Time: 4229.02 ms
[2022-03-14 13:19:16 main:574] : INFO : Epoch 1813 | loss: 0.0311735 | val_loss: 0.031179 | Time: 4181.79 ms
[2022-03-14 13:19:20 main:574] : INFO : Epoch 1814 | loss: 0.0311764 | val_loss: 0.0311821 | Time: 4182.55 ms
[2022-03-14 13:19:24 main:574] : INFO : Epoch 1815 | loss: 0.0311793 | val_loss: 0.0311791 | Time: 4426.94 ms
[2022-03-14 13:19:29 main:574] : INFO : Epoch 1816 | loss: 0.0311777 | val_loss: 0.0311775 | Time: 4259.58 ms
[2022-03-14 13:19:33 main:574] : INFO : Epoch 1817 | loss: 0.0311728 | val_loss: 0.0311846 | Time: 4225.49 ms
[2022-03-14 13:19:38 main:574] : INFO : Epoch 1818 | loss: 0.0311755 | val_loss: 0.0311779 | Time: 4296.18 ms
[2022-03-14 13:19:42 main:574] : INFO : Epoch 1819 | loss: 0.0311782 | val_loss: 0.0311857 | Time: 4212.11 ms
[2022-03-14 13:19:46 main:574] : INFO : Epoch 1820 | loss: 0.0311781 | val_loss: 0.0311842 | Time: 4296.86 ms
[2022-03-14 13:19:50 main:574] : INFO : Epoch 1821 | loss: 0.0311755 | val_loss: 0.0311798 | Time: 4247.51 ms
[2022-03-14 13:19:55 main:574] : INFO : Epoch 1822 | loss: 0.0311777 | val_loss: 0.0311843 | Time: 4189.11 ms
[2022-03-14 13:19:59 main:574] : INFO : Epoch 1823 | loss: 0.0311765 | val_loss: 0.0311823 | Time: 4244.67 ms
[2022-03-14 13:20:03 main:574] : INFO : Epoch 1824 | loss: 0.0311762 | val_loss: 0.0311792 | Time: 4191.31 ms
[2022-03-14 13:20:08 main:574] : INFO : Epoch 1825 | loss: 0.0311755 | val_loss: 0.0311842 | Time: 4281.53 ms
[2022-03-14 13:20:12 main:574] : INFO : Epoch 1826 | loss: 0.0311786 | val_loss: 0.0311839 | Time: 4274.72 ms
[2022-03-14 13:20:16 main:574] : INFO : Epoch 1827 | loss: 0.031181 | val_loss: 0.0311822 | Time: 4221.38 ms
[2022-03-14 13:20:21 main:574] : INFO : Epoch 1828 | loss: 0.0311787 | val_loss: 0.0311856 | Time: 4215.39 ms
[2022-03-14 13:20:25 main:574] : INFO : Epoch 1829 | loss: 0.0311793 | val_loss: 0.0311774 | Time: 4180.59 ms
[2022-03-14 13:20:29 main:574] : INFO : Epoch 1830 | loss: 0.0311746 | val_loss: 0.0311797 | Time: 4231.01 ms
[2022-03-14 13:20:34 main:574] : INFO : Epoch 1831 | loss: 0.0311742 | val_loss: 0.0311779 | Time: 4245.05 ms
[2022-03-14 13:20:38 main:574] : INFO : Epoch 1832 | loss: 0.0311721 | val_loss: 0.0311768 | Time: 4337.1 ms
[2022-03-14 13:20:42 main:574] : INFO : Epoch 1833 | loss: 0.031171 | val_loss: 0.0311781 | Time: 4187.43 ms
[2022-03-14 13:20:47 main:574] : INFO : Epoch 1834 | loss: 0.0311733 | val_loss: 0.0311769 | Time: 4178.94 ms
[2022-03-14 13:20:51 main:574] : INFO : Epoch 1835 | loss: 0.0311738 | val_loss: 0.0311774 | Time: 4198.63 ms
[2022-03-14 13:20:55 main:574] : INFO : Epoch 1836 | loss: 0.0311738 | val_loss: 0.0311905 | Time: 4228.74 ms
[2022-03-14 13:21:00 main:574] : INFO : Epoch 1837 | loss: 0.0311724 | val_loss: 0.0311786 | Time: 4204.45 ms
[2022-03-14 13:21:04 main:574] : INFO : Epoch 1838 | loss: 0.0311708 | val_loss: 0.0311786 | Time: 4193.64 ms
[2022-03-14 13:21:08 main:574] : INFO : Epoch 1839 | loss: 0.03117 | val_loss: 0.0311788 | Time: 4273.39 ms
[2022-03-14 13:21:12 main:574] : INFO : Epoch 1840 | loss: 0.0311704 | val_loss: 0.0311821 | Time: 4166.99 ms
[2022-03-14 13:21:17 main:574] : INFO : Epoch 1841 | loss: 0.0311723 | val_loss: 0.0311774 | Time: 4217.61 ms
[2022-03-14 13:21:21 main:574] : INFO : Epoch 1842 | loss: 0.031172 | val_loss: 0.0311804 | Time: 4350.34 ms
[2022-03-14 13:21:26 main:574] : INFO : Epoch 1843 | loss: 0.0311717 | val_loss: 0.031179 | Time: 4278.22 ms
[2022-03-14 13:21:30 main:574] : INFO : Epoch 1844 | loss: 0.0311708 | val_loss: 0.0311781 | Time: 4187.05 ms
[2022-03-14 13:21:34 main:574] : INFO : Epoch 1845 | loss: 0.031173 | val_loss: 0.0311803 | Time: 4213.3 ms
[2022-03-14 13:21:39 main:574] : INFO : Epoch 1846 | loss: 0.0311753 | val_loss: 0.0311807 | Time: 4245.44 ms
[2022-03-14 13:21:43 main:574] : INFO : Epoch 1847 | loss: 0.0311796 | val_loss: 0.0311857 | Time: 4308.23 ms
[2022-03-14 13:21:47 main:574] : INFO : Epoch 1848 | loss: 0.0311726 | val_loss: 0.0311784 | Time: 4197.66 ms
[2022-03-14 13:21:51 main:574] : INFO : Epoch 1849 | loss: 0.0311695 | val_loss: 0.0311778 | Time: 4145.32 ms
[2022-03-14 13:21:56 main:574] : INFO : Epoch 1850 | loss: 0.031172 | val_loss: 0.0311779 | Time: 4172.92 ms
[2022-03-14 13:22:00 main:574] : INFO : Epoch 1851 | loss: 0.0311701 | val_loss: 0.0311782 | Time: 4245.95 ms
[2022-03-14 13:22:04 main:574] : INFO : Epoch 1852 | loss: 0.0311706 | val_loss: 0.0311804 | Time: 4289.88 ms
[2022-03-14 13:22:09 main:574] : INFO : Epoch 1853 | loss: 0.0311684 | val_loss: 0.0311779 | Time: 4314.96 ms
[2022-03-14 13:22:13 main:574] : INFO : Epoch 1854 | loss: 0.031171 | val_loss: 0.0311844 | Time: 4190.33 ms
[2022-03-14 13:22:17 main:574] : INFO : Epoch 1855 | loss: 0.031175 | val_loss: 0.0311787 | Time: 4157.61 ms
[2022-03-14 13:22:22 main:574] : INFO : Epoch 1856 | loss: 0.0311693 | val_loss: 0.0311791 | Time: 4234.15 ms
[2022-03-14 13:22:26 main:574] : INFO : Epoch 1857 | loss: 0.0311689 | val_loss: 0.0311787 | Time: 4298.29 ms
[2022-03-14 13:22:30 main:574] : INFO : Epoch 1858 | loss: 0.0311687 | val_loss: 0.0311773 | Time: 4397.26 ms
[2022-03-14 13:22:35 main:574] : INFO : Epoch 1859 | loss: 0.0311683 | val_loss: 0.0311781 | Time: 4155.8 ms
[2022-03-14 13:22:39 main:574] : INFO : Epoch 1860 | loss: 0.0311711 | val_loss: 0.0311806 | Time: 4176.69 ms
[2022-03-14 13:22:43 main:574] : INFO : Epoch 1861 | loss: 0.0311682 | val_loss: 0.0311812 | Time: 4248.67 ms
[2022-03-14 13:22:48 main:574] : INFO : Epoch 1862 | loss: 0.0311683 | val_loss: 0.0311776 | Time: 4331.02 ms
[2022-03-14 13:22:52 main:574] : INFO : Epoch 1863 | loss: 0.0311669 | val_loss: 0.0311785 | Time: 4332.12 ms
[2022-03-14 13:22:56 main:574] : INFO : Epoch 1864 | loss: 0.0311685 | val_loss: 0.0311789 | Time: 4147.17 ms
[2022-03-14 13:23:01 main:574] : INFO : Epoch 1865 | loss: 0.0311674 | val_loss: 0.0311779 | Time: 4172.77 ms
[2022-03-14 13:23:05 main:574] : INFO : Epoch 1866 | loss: 0.0311664 | val_loss: 0.0311776 | Time: 4208.66 ms
[2022-03-14 13:23:09 main:574] : INFO : Epoch 1867 | loss: 0.0311675 | val_loss: 0.0311788 | Time: 4300.92 ms
[2022-03-14 13:23:14 main:574] : INFO : Epoch 1868 | loss: 0.0311697 | val_loss: 0.0311797 | Time: 4175.57 ms
[2022-03-14 13:23:18 main:574] : INFO : Epoch 1869 | loss: 0.0311676 | val_loss: 0.0311783 | Time: 4225.99 ms
[2022-03-14 13:23:22 main:574] : INFO : Epoch 1870 | loss: 0.0311659 | val_loss: 0.0311787 | Time: 4160.99 ms
[2022-03-14 13:23:26 main:574] : INFO : Epoch 1871 | loss: 0.0311655 | val_loss: 0.0311776 | Time: 4154.52 ms
[2022-03-14 13:23:31 main:574] : INFO : Epoch 1872 | loss: 0.0311666 | val_loss: 0.0311798 | Time: 4365.6 ms
[2022-03-14 13:23:35 main:574] : INFO : Epoch 1873 | loss: 0.0311668 | val_loss: 0.0311832 | Time: 4329.67 ms
[2022-03-14 13:23:40 main:574] : INFO : Epoch 1874 | loss: 0.0311675 | val_loss: 0.0311841 | Time: 4165.03 ms
[2022-03-14 13:23:44 main:574] : INFO : Epoch 1875 | loss: 0.0311685 | val_loss: 0.0311789 | Time: 4167.51 ms
[2022-03-14 13:23:48 main:574] : INFO : Epoch 1876 | loss: 0.0311682 | val_loss: 0.0311775 | Time: 4192.34 ms
[2022-03-14 13:23:52 main:574] : INFO : Epoch 1877 | loss: 0.031167 | val_loss: 0.0311779 | Time: 4249.8 ms
[2022-03-14 13:23:57 main:574] : INFO : Epoch 1878 | loss: 0.031167 | val_loss: 0.0311802 | Time: 4436.18 ms
[2022-03-14 13:24:01 main:574] : INFO : Epoch 1879 | loss: 0.0311657 | val_loss: 0.0311785 | Time: 4131.13 ms
[2022-03-14 13:24:05 main:574] : INFO : Epoch 1880 | loss: 0.0311675 | val_loss: 0.0311809 | Time: 4163.29 ms
[2022-03-14 13:24:10 main:574] : INFO : Epoch 1881 | loss: 0.0311677 | val_loss: 0.0311861 | Time: 4212.14 ms
[2022-03-14 13:24:14 main:574] : INFO : Epoch 1882 | loss: 0.0311668 | val_loss: 0.0311793 | Time: 4255.84 ms
[2022-03-14 13:24:18 main:574] : INFO : Epoch 1883 | loss: 0.0311681 | val_loss: 0.0311827 | Time: 4136.14 ms
[2022-03-14 13:24:22 main:574] : INFO : Epoch 1884 | loss: 0.0311686 | val_loss: 0.0311815 | Time: 4244.61 ms
[2022-03-14 13:24:27 main:574] : INFO : Epoch 1885 | loss: 0.0311677 | val_loss: 0.0311801 | Time: 4247.81 ms
[2022-03-14 13:24:31 main:574] : INFO : Epoch 1886 | loss: 0.0311673 | val_loss: 0.0311795 | Time: 4244.9 ms
[2022-03-14 13:24:35 main:574] : INFO : Epoch 1887 | loss: 0.0311694 | val_loss: 0.0311861 | Time: 4164.54 ms
[2022-03-14 13:24:39 main:574] : INFO : Epoch 1888 | loss: 0.0311714 | val_loss: 0.031181 | Time: 4173.58 ms
[2022-03-14 13:24:44 main:574] : INFO : Epoch 1889 | loss: 0.0311772 | val_loss: 0.0311806 | Time: 4227.68 ms
[2022-03-14 13:24:48 main:574] : INFO : Epoch 1890 | loss: 0.0311754 | val_loss: 0.0311815 | Time: 4162.86 ms
[2022-03-14 13:24:52 main:574] : INFO : Epoch 1891 | loss: 0.0311704 | val_loss: 0.0311846 | Time: 4209.44 ms
[2022-03-14 13:24:57 main:574] : INFO : Epoch 1892 | loss: 0.031173 | val_loss: 0.0311817 | Time: 4277.77 ms
[2022-03-14 13:25:01 main:574] : INFO : Epoch 1893 | loss: 0.0311711 | val_loss: 0.0311771 | Time: 4315.41 ms
[2022-03-14 13:25:05 main:574] : INFO : Epoch 1894 | loss: 0.0311698 | val_loss: 0.0311792 | Time: 4156.23 ms
[2022-03-14 13:25:10 main:574] : INFO : Epoch 1895 | loss: 0.0311735 | val_loss: 0.0311791 | Time: 4165.85 ms
[2022-03-14 13:25:14 main:574] : INFO : Epoch 1896 | loss: 0.0311715 | val_loss: 0.031182 | Time: 4237.03 ms
[2022-03-14 13:25:18 main:574] : INFO : Epoch 1897 | loss: 0.0311782 | val_loss: 0.0311817 | Time: 4330.54 ms
[2022-03-14 13:25:23 main:574] : INFO : Epoch 1898 | loss: 0.0311768 | val_loss: 0.0311802 | Time: 4249.36 ms
[2022-03-14 13:25:27 main:574] : INFO : Epoch 1899 | loss: 0.0311771 | val_loss: 0.0311856 | Time: 4182.56 ms
[2022-03-14 13:25:31 main:574] : INFO : Epoch 1900 | loss: 0.0311773 | val_loss: 0.0311817 | Time: 4227.79 ms
[2022-03-14 13:25:36 main:574] : INFO : Epoch 1901 | loss: 0.0311752 | val_loss: 0.0311811 | Time: 4173.08 ms
[2022-03-14 13:25:40 main:574] : INFO : Epoch 1902 | loss: 0.0311763 | val_loss: 0.0311827 | Time: 4319.56 ms
[2022-03-14 13:25:44 main:574] : INFO : Epoch 1903 | loss: 0.0311746 | val_loss: 0.0311805 | Time: 4284.82 ms
[2022-03-14 13:25:49 main:574] : INFO : Epoch 1904 | loss: 0.031173 | val_loss: 0.0311803 | Time: 4309.12 ms
[2022-03-14 13:25:53 main:574] : INFO : Epoch 1905 | loss: 0.0311716 | val_loss: 0.0311798 | Time: 4187.76 ms
[2022-03-14 13:25:57 main:574] : INFO : Epoch 1906 | loss: 0.0311733 | val_loss: 0.0311803 | Time: 4173 ms
[2022-03-14 13:26:02 main:574] : INFO : Epoch 1907 | loss: 0.0311742 | val_loss: 0.03118 | Time: 4283.77 ms
[2022-03-14 13:26:06 main:574] : INFO : Epoch 1908 | loss: 0.0311733 | val_loss: 0.0311815 | Time: 4273 ms
[2022-03-14 13:26:10 main:574] : INFO : Epoch 1909 | loss: 0.0311747 | val_loss: 0.0311823 | Time: 4228.1 ms
[2022-03-14 13:26:15 main:574] : INFO : Epoch 1910 | loss: 0.0311723 | val_loss: 0.0311812 | Time: 4159.26 ms
[2022-03-14 13:26:19 main:574] : INFO : Epoch 1911 | loss: 0.0311731 | val_loss: 0.0311821 | Time: 4148.67 ms
[2022-03-14 13:26:23 main:574] : INFO : Epoch 1912 | loss: 0.0311723 | val_loss: 0.0311787 | Time: 4221.62 ms
[2022-03-14 13:26:27 main:574] : INFO : Epoch 1913 | loss: 0.0311698 | val_loss: 0.0311786 | Time: 4259.84 ms
[2022-03-14 13:26:32 main:574] : INFO : Epoch 1914 | loss: 0.0311711 | val_loss: 0.0311828 | Time: 4295.28 ms
[2022-03-14 13:26:36 main:574] : INFO : Epoch 1915 | loss: 0.0311709 | val_loss: 0.0311784 | Time: 4273.89 ms
[2022-03-14 13:26:40 main:574] : INFO : Epoch 1916 | loss: 0.0311704 | val_loss: 0.0311792 | Time: 4249.58 ms
[2022-03-14 13:26:45 main:574] : INFO : Epoch 1917 | loss: 0.0311718 | val_loss: 0.0311831 | Time: 4243.63 ms
[2022-03-14 13:26:49 main:574] : INFO : Epoch 1918 | loss: 0.0311722 | val_loss: 0.0311801 | Time: 4259.98 ms
[2022-03-14 13:26:53 main:574] : INFO : Epoch 1919 | loss: 0.0311724 | val_loss: 0.0311799 | Time: 4243.39 ms
[2022-03-14 13:26:58 main:574] : INFO : Epoch 1920 | loss: 0.0311739 | val_loss: 0.0311844 | Time: 4250.55 ms
[2022-03-14 13:27:02 main:574] : INFO : Epoch 1921 | loss: 0.0311726 | val_loss: 0.031181 | Time: 4181.4 ms
[2022-03-14 13:27:06 main:574] : INFO : Epoch 1922 | loss: 0.031171 | val_loss: 0.0311807 | Time: 4238.49 ms
[2022-03-14 13:27:11 main:574] : INFO : Epoch 1923 | loss: 0.0311718 | val_loss: 0.0311803 | Time: 4333.07 ms
[2022-03-14 13:27:15 main:574] : INFO : Epoch 1924 | loss: 0.0311712 | val_loss: 0.0311824 | Time: 4263.69 ms
[2022-03-14 13:27:19 main:574] : INFO : Epoch 1925 | loss: 0.0311709 | val_loss: 0.0311784 | Time: 4136.36 ms
[2022-03-14 13:27:24 main:574] : INFO : Epoch 1926 | loss: 0.031169 | val_loss: 0.0311811 | Time: 4246.14 ms
[2022-03-14 13:27:28 main:574] : INFO : Epoch 1927 | loss: 0.0311692 | val_loss: 0.0311796 | Time: 4243.11 ms
[2022-03-14 13:27:32 main:574] : INFO : Epoch 1928 | loss: 0.0311738 | val_loss: 0.0311848 | Time: 4386.71 ms
[2022-03-14 13:27:37 main:574] : INFO : Epoch 1929 | loss: 0.0311736 | val_loss: 0.0311831 | Time: 4192.96 ms
[2022-03-14 13:27:41 main:574] : INFO : Epoch 1930 | loss: 0.031171 | val_loss: 0.0311776 | Time: 4250.77 ms
[2022-03-14 13:27:45 main:574] : INFO : Epoch 1931 | loss: 0.0311703 | val_loss: 0.0311792 | Time: 4229.99 ms
[2022-03-14 13:27:50 main:574] : INFO : Epoch 1932 | loss: 0.0311706 | val_loss: 0.0311771 | Time: 4239.53 ms
[2022-03-14 13:27:54 main:574] : INFO : Epoch 1933 | loss: 0.0311693 | val_loss: 0.0311814 | Time: 4184.28 ms
[2022-03-14 13:27:58 main:574] : INFO : Epoch 1934 | loss: 0.0311685 | val_loss: 0.0311784 | Time: 4375.75 ms
[2022-03-14 13:28:03 main:574] : INFO : Epoch 1935 | loss: 0.0311671 | val_loss: 0.0311806 | Time: 4216.2 ms
[2022-03-14 13:28:07 main:574] : INFO : Epoch 1936 | loss: 0.0311668 | val_loss: 0.0311799 | Time: 4208.77 ms
[2022-03-14 13:28:11 main:574] : INFO : Epoch 1937 | loss: 0.0311684 | val_loss: 0.0311791 | Time: 4201.38 ms
[2022-03-14 13:28:16 main:574] : INFO : Epoch 1938 | loss: 0.0311677 | val_loss: 0.0311804 | Time: 4316.19 ms
[2022-03-14 13:28:20 main:574] : INFO : Epoch 1939 | loss: 0.0311687 | val_loss: 0.0311809 | Time: 4324.47 ms
[2022-03-14 13:28:24 main:574] : INFO : Epoch 1940 | loss: 0.0311683 | val_loss: 0.0311811 | Time: 4173.22 ms
[2022-03-14 13:28:29 main:574] : INFO : Epoch 1941 | loss: 0.0311664 | val_loss: 0.0311803 | Time: 4181.03 ms
[2022-03-14 13:28:33 main:574] : INFO : Epoch 1942 | loss: 0.0311677 | val_loss: 0.0311793 | Time: 4265 ms
[2022-03-14 13:28:37 main:574] : INFO : Epoch 1943 | loss: 0.0311677 | val_loss: 0.0311814 | Time: 4306.84 ms
[2022-03-14 13:28:42 main:574] : INFO : Epoch 1944 | loss: 0.0311664 | val_loss: 0.0311831 | Time: 4251.82 ms
[2022-03-14 13:28:46 main:574] : INFO : Epoch 1945 | loss: 0.0311658 | val_loss: 0.0311795 | Time: 4199.58 ms
[2022-03-14 13:28:50 main:574] : INFO : Epoch 1946 | loss: 0.0311648 | val_loss: 0.0311783 | Time: 4153.42 ms
[2022-03-14 13:28:55 main:574] : INFO : Epoch 1947 | loss: 0.0311651 | val_loss: 0.0311795 | Time: 4277.89 ms
[2022-03-14 13:28:59 main:574] : INFO : Epoch 1948 | loss: 0.031166 | val_loss: 0.0311788 | Time: 4260.82 ms
[2022-03-14 13:29:03 main:574] : INFO : Epoch 1949 | loss: 0.0311651 | val_loss: 0.0311803 | Time: 4202.72 ms
[2022-03-14 13:29:08 main:574] : INFO : Epoch 1950 | loss: 0.0311641 | val_loss: 0.0311779 | Time: 4196.51 ms
[2022-03-14 13:29:12 main:574] : INFO : Epoch 1951 | loss: 0.0311648 | val_loss: 0.0311773 | Time: 4220.9 ms
[2022-03-14 13:29:16 main:574] : INFO : Epoch 1952 | loss: 0.0311652 | val_loss: 0.0311808 | Time: 4224.87 ms
[2022-03-14 13:29:21 main:574] : INFO : Epoch 1953 | loss: 0.0311654 | val_loss: 0.03118 | Time: 4231.25 ms
[2022-03-14 13:29:25 main:574] : INFO : Epoch 1954 | loss: 0.0311658 | val_loss: 0.0311778 | Time: 4223.04 ms
[2022-03-14 13:29:29 main:574] : INFO : Epoch 1955 | loss: 0.0311655 | val_loss: 0.0311819 | Time: 4211.17 ms
[2022-03-14 13:29:34 main:574] : INFO : Epoch 1956 | loss: 0.031167 | val_loss: 0.031178 | Time: 4176.49 ms
[2022-03-14 13:29:38 main:574] : INFO : Epoch 1957 | loss: 0.0311657 | val_loss: 0.0311808 | Time: 4178.67 ms
[2022-03-14 13:29:42 main:574] : INFO : Epoch 1958 | loss: 0.0311648 | val_loss: 0.0311789 | Time: 4250.21 ms
[2022-03-14 13:29:46 main:574] : INFO : Epoch 1959 | loss: 0.0311683 | val_loss: 0.0311805 | Time: 4207.03 ms
[2022-03-14 13:29:51 main:574] : INFO : Epoch 1960 | loss: 0.0311708 | val_loss: 0.0311812 | Time: 4107.49 ms
[2022-03-14 13:29:55 main:574] : INFO : Epoch 1961 | loss: 0.0311686 | val_loss: 0.0311769 | Time: 4201 ms
[2022-03-14 13:29:59 main:574] : INFO : Epoch 1962 | loss: 0.0311686 | val_loss: 0.0311796 | Time: 4289.71 ms
[2022-03-14 13:30:04 main:574] : INFO : Epoch 1963 | loss: 0.0311672 | val_loss: 0.0311783 | Time: 4261.27 ms
[2022-03-14 13:30:08 main:574] : INFO : Epoch 1964 | loss: 0.031167 | val_loss: 0.0311787 | Time: 4302.08 ms
[2022-03-14 13:30:12 main:574] : INFO : Epoch 1965 | loss: 0.0311677 | val_loss: 0.0311786 | Time: 4167.58 ms
[2022-03-14 13:30:17 main:574] : INFO : Epoch 1966 | loss: 0.0311664 | val_loss: 0.0311796 | Time: 4224.95 ms
[2022-03-14 13:30:21 main:574] : INFO : Epoch 1967 | loss: 0.0311655 | val_loss: 0.0311785 | Time: 4174.61 ms
[2022-03-14 13:30:25 main:574] : INFO : Epoch 1968 | loss: 0.0311675 | val_loss: 0.0311812 | Time: 4223.05 ms
[2022-03-14 13:30:30 main:574] : INFO : Epoch 1969 | loss: 0.0311705 | val_loss: 0.0311782 | Time: 4264.65 ms
[2022-03-14 13:30:34 main:574] : INFO : Epoch 1970 | loss: 0.0311699 | val_loss: 0.0311797 | Time: 4312.08 ms
[2022-03-14 13:30:38 main:574] : INFO : Epoch 1971 | loss: 0.0311708 | val_loss: 0.0311801 | Time: 4238.45 ms
[2022-03-14 13:30:42 main:574] : INFO : Epoch 1972 | loss: 0.0311697 | val_loss: 0.0311842 | Time: 4136.01 ms
[2022-03-14 13:30:47 main:574] : INFO : Epoch 1973 | loss: 0.031172 | val_loss: 0.0311776 | Time: 4291.8 ms
[2022-03-14 13:30:51 main:574] : INFO : Epoch 1974 | loss: 0.0311705 | val_loss: 0.0311766 | Time: 4213.95 ms
[2022-03-14 13:30:56 main:574] : INFO : Epoch 1975 | loss: 0.0311702 | val_loss: 0.0311781 | Time: 4216.28 ms
[2022-03-14 13:31:00 main:574] : INFO : Epoch 1976 | loss: 0.0311666 | val_loss: 0.031181 | Time: 4161.27 ms
[2022-03-14 13:31:04 main:574] : INFO : Epoch 1977 | loss: 0.0311676 | val_loss: 0.0311783 | Time: 4154.99 ms
[2022-03-14 13:31:08 main:574] : INFO : Epoch 1978 | loss: 0.0311662 | val_loss: 0.0311791 | Time: 4274.81 ms
[2022-03-14 13:31:13 main:574] : INFO : Epoch 1979 | loss: 0.0311653 | val_loss: 0.031177 | Time: 4228.63 ms
[2022-03-14 13:31:17 main:574] : INFO : Epoch 1980 | loss: 0.0311666 | val_loss: 0.0311773 | Time: 4332.1 ms
[2022-03-14 13:31:21 main:574] : INFO : Epoch 1981 | loss: 0.0311665 | val_loss: 0.0311802 | Time: 4256.26 ms
[2022-03-14 13:31:26 main:574] : INFO : Epoch 1982 | loss: 0.0311662 | val_loss: 0.0311765 | Time: 4203.55 ms
[2022-03-14 13:31:30 main:574] : INFO : Epoch 1983 | loss: 0.0311647 | val_loss: 0.03118 | Time: 4170.22 ms
[2022-03-14 13:31:34 main:574] : INFO : Epoch 1984 | loss: 0.0311657 | val_loss: 0.0311771 | Time: 4214.38 ms
[2022-03-14 13:31:39 main:574] : INFO : Epoch 1985 | loss: 0.0311669 | val_loss: 0.031179 | Time: 4313.82 ms
[2022-03-14 13:31:43 main:574] : INFO : Epoch 1986 | loss: 0.0311735 | val_loss: 0.0311818 | Time: 4267.1 ms
[2022-03-14 13:31:47 main:574] : INFO : Epoch 1987 | loss: 0.0311719 | val_loss: 0.0311763 | Time: 4129.66 ms
[2022-03-14 13:31:52 main:574] : INFO : Epoch 1988 | loss: 0.0311687 | val_loss: 0.0311789 | Time: 4196.97 ms
[2022-03-14 13:31:56 main:574] : INFO : Epoch 1989 | loss: 0.0311692 | val_loss: 0.0311746 | Time: 4346.98 ms
[2022-03-14 13:32:00 main:574] : INFO : Epoch 1990 | loss: 0.0311664 | val_loss: 0.0311771 | Time: 4259.11 ms
[2022-03-14 13:32:05 main:574] : INFO : Epoch 1991 | loss: 0.0311691 | val_loss: 0.0311827 | Time: 4178.1 ms
[2022-03-14 13:32:09 main:574] : INFO : Epoch 1992 | loss: 0.0311739 | val_loss: 0.0311822 | Time: 4136.9 ms
[2022-03-14 13:32:13 main:574] : INFO : Epoch 1993 | loss: 0.0311712 | val_loss: 0.0311818 | Time: 4254.63 ms
[2022-03-14 13:32:18 main:574] : INFO : Epoch 1994 | loss: 0.0311704 | val_loss: 0.0311758 | Time: 4282.5 ms
[2022-03-14 13:32:22 main:574] : INFO : Epoch 1995 | loss: 0.0311675 | val_loss: 0.0311769 | Time: 4219.75 ms
[2022-03-14 13:32:26 main:574] : INFO : Epoch 1996 | loss: 0.0311656 | val_loss: 0.0311759 | Time: 4269.64 ms
[2022-03-14 13:32:31 main:574] : INFO : Epoch 1997 | loss: 0.0311677 | val_loss: 0.0311768 | Time: 4199.13 ms
[2022-03-14 13:32:35 main:574] : INFO : Epoch 1998 | loss: 0.0311681 | val_loss: 0.0311756 | Time: 4268.22 ms
[2022-03-14 13:32:39 main:574] : INFO : Epoch 1999 | loss: 0.0311673 | val_loss: 0.0311774 | Time: 4301.48 ms
[2022-03-14 13:32:44 main:574] : INFO : Epoch 2000 | loss: 0.031167 | val_loss: 0.0311785 | Time: 4260.43 ms
[2022-03-14 13:32:48 main:574] : INFO : Epoch 2001 | loss: 0.0311675 | val_loss: 0.0311774 | Time: 4210.88 ms
[2022-03-14 13:32:52 main:574] : INFO : Epoch 2002 | loss: 0.0311665 | val_loss: 0.0311766 | Time: 4106.43 ms
[2022-03-14 13:32:57 main:574] : INFO : Epoch 2003 | loss: 0.0311686 | val_loss: 0.0311783 | Time: 4228.61 ms
[2022-03-14 13:33:01 main:574] : INFO : Epoch 2004 | loss: 0.0311692 | val_loss: 0.03118 | Time: 4281.97 ms
[2022-03-14 13:33:05 main:574] : INFO : Epoch 2005 | loss: 0.0311694 | val_loss: 0.0311749 | Time: 4375.03 ms
[2022-03-14 13:33:10 main:574] : INFO : Epoch 2006 | loss: 0.0311647 | val_loss: 0.0311785 | Time: 4225.33 ms
[2022-03-14 13:33:14 main:574] : INFO : Epoch 2007 | loss: 0.0311649 | val_loss: 0.0311751 | Time: 4233.23 ms
[2022-03-14 13:33:18 main:574] : INFO : Epoch 2008 | loss: 0.0311657 | val_loss: 0.0311752 | Time: 4170.16 ms
[2022-03-14 13:33:23 main:574] : INFO : Epoch 2009 | loss: 0.0311645 | val_loss: 0.0311784 | Time: 4268.96 ms
[2022-03-14 13:33:27 main:574] : INFO : Epoch 2010 | loss: 0.0311653 | val_loss: 0.0311758 | Time: 4242.21 ms
[2022-03-14 13:33:31 main:574] : INFO : Epoch 2011 | loss: 0.0311677 | val_loss: 0.0311768 | Time: 4155.75 ms
[2022-03-14 13:33:36 main:574] : INFO : Epoch 2012 | loss: 0.0311689 | val_loss: 0.0311786 | Time: 4246.47 ms
[2022-03-14 13:33:40 main:574] : INFO : Epoch 2013 | loss: 0.0311675 | val_loss: 0.0311763 | Time: 4292.78 ms
[2022-03-14 13:33:44 main:574] : INFO : Epoch 2014 | loss: 0.0311684 | val_loss: 0.0311758 | Time: 4147.73 ms
[2022-03-14 13:33:49 main:574] : INFO : Epoch 2015 | loss: 0.031166 | val_loss: 0.0311762 | Time: 4152.55 ms
[2022-03-14 13:33:53 main:574] : INFO : Epoch 2016 | loss: 0.0311652 | val_loss: 0.0311751 | Time: 4215.62 ms
[2022-03-14 13:33:57 main:574] : INFO : Epoch 2017 | loss: 0.0311694 | val_loss: 0.0311814 | Time: 4234.34 ms
[2022-03-14 13:34:01 main:574] : INFO : Epoch 2018 | loss: 0.0311698 | val_loss: 0.0311755 | Time: 4144.46 ms
[2022-03-14 13:34:06 main:574] : INFO : Epoch 2019 | loss: 0.0311686 | val_loss: 0.0311761 | Time: 4287.01 ms
[2022-03-14 13:34:10 main:574] : INFO : Epoch 2020 | loss: 0.0311672 | val_loss: 0.031176 | Time: 4240.3 ms
[2022-03-14 13:34:14 main:574] : INFO : Epoch 2021 | loss: 0.0311672 | val_loss: 0.0311781 | Time: 4215.45 ms
[2022-03-14 13:34:19 main:574] : INFO : Epoch 2022 | loss: 0.0311643 | val_loss: 0.0311758 | Time: 4139.45 ms
[2022-03-14 13:34:23 main:574] : INFO : Epoch 2023 | loss: 0.0311657 | val_loss: 0.0311807 | Time: 4204.19 ms
[2022-03-14 13:34:27 main:574] : INFO : Epoch 2024 | loss: 0.0311659 | val_loss: 0.0311749 | Time: 4330.22 ms
[2022-03-14 13:34:32 main:574] : INFO : Epoch 2025 | loss: 0.0311655 | val_loss: 0.0311791 | Time: 4185.34 ms
[2022-03-14 13:34:36 main:574] : INFO : Epoch 2026 | loss: 0.0311684 | val_loss: 0.0311821 | Time: 4235.49 ms
[2022-03-14 13:34:40 main:574] : INFO : Epoch 2027 | loss: 0.0311681 | val_loss: 0.0311781 | Time: 4194.78 ms
[2022-03-14 13:34:44 main:574] : INFO : Epoch 2028 | loss: 0.0311655 | val_loss: 0.031176 | Time: 4236.64 ms
[2022-03-14 13:34:49 main:574] : INFO : Epoch 2029 | loss: 0.0311657 | val_loss: 0.0311745 | Time: 4207.24 ms
[2022-03-14 13:34:53 main:574] : INFO : Epoch 2030 | loss: 0.0311667 | val_loss: 0.031182 | Time: 4198.79 ms
[2022-03-14 13:34:57 main:574] : INFO : Epoch 2031 | loss: 0.0311659 | val_loss: 0.0311751 | Time: 4306.02 ms
[2022-03-14 13:35:02 main:574] : INFO : Epoch 2032 | loss: 0.0311639 | val_loss: 0.0311757 | Time: 4198.07 ms
[2022-03-14 13:35:06 main:574] : INFO : Epoch 2033 | loss: 0.0311636 | val_loss: 0.0311768 | Time: 4160.46 ms
[2022-03-14 13:35:10 main:574] : INFO : Epoch 2034 | loss: 0.0311646 | val_loss: 0.0311744 | Time: 4168.6 ms
[2022-03-14 13:35:14 main:574] : INFO : Epoch 2035 | loss: 0.0311674 | val_loss: 0.0311776 | Time: 4222.12 ms
[2022-03-14 13:35:19 main:574] : INFO : Epoch 2036 | loss: 0.0311636 | val_loss: 0.0311766 | Time: 4359.13 ms
[2022-03-14 13:35:23 main:574] : INFO : Epoch 2037 | loss: 0.0311631 | val_loss: 0.0311781 | Time: 4160.39 ms
[2022-03-14 13:35:27 main:574] : INFO : Epoch 2038 | loss: 0.0311628 | val_loss: 0.0311778 | Time: 4188.47 ms
[2022-03-14 13:35:32 main:574] : INFO : Epoch 2039 | loss: 0.0311645 | val_loss: 0.0311758 | Time: 4256.32 ms
[2022-03-14 13:35:36 main:574] : INFO : Epoch 2040 | loss: 0.0311654 | val_loss: 0.0311766 | Time: 4277.05 ms
[2022-03-14 13:35:40 main:574] : INFO : Epoch 2041 | loss: 0.0311637 | val_loss: 0.0311772 | Time: 4224.94 ms
[2022-03-14 13:35:45 main:574] : INFO : Epoch 2042 | loss: 0.0311638 | val_loss: 0.0311752 | Time: 4202.24 ms
[2022-03-14 13:35:49 main:574] : INFO : Epoch 2043 | loss: 0.0311616 | val_loss: 0.031175 | Time: 4198.24 ms
[2022-03-14 13:35:53 main:574] : INFO : Epoch 2044 | loss: 0.0311618 | val_loss: 0.0311793 | Time: 4310.45 ms
[2022-03-14 13:35:58 main:574] : INFO : Epoch 2045 | loss: 0.0311722 | val_loss: 0.0311812 | Time: 4184.33 ms
[2022-03-14 13:36:02 main:574] : INFO : Epoch 2046 | loss: 0.0311722 | val_loss: 0.0311812 | Time: 4221.71 ms
[2022-03-14 13:36:06 main:574] : INFO : Epoch 2047 | loss: 0.0311738 | val_loss: 0.0311877 | Time: 4270.98 ms
[2022-03-14 13:36:11 main:574] : INFO : Epoch 2048 | loss: 0.0311705 | val_loss: 0.0311801 | Time: 4235.25 ms
[2022-03-14 13:36:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311801
[2022-03-14 13:36:11 main:603] : INFO : Saving end state to config to file
[2022-03-14 13:36:11 main:608] : INFO : Success, exiting..
13:36:11 (1248): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)