Task 6669482
| Name | ParityMachine-1627977928-18213-2_0 |
| Workunit | 4415629 |
| Created | 16 Aug 2021, 12:42:01 UTC |
| Sent | 22 Aug 2021, 6:17:45 UTC |
| Report deadline | 29 Aug 2021, 6:17:45 UTC |
| Received | 22 Aug 2021, 18:27:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 23 min 11 sec |
| CPU time | 2 hours 20 min 25 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>
main:574] : INFO : Epoch 1542 | loss: 0.0311137 | val_loss: 0.0311754 | Time: 4075.89 ms
[2021-08-22 19:52:23 main:574] : INFO : Epoch 1543 | loss: 0.0311127 | val_loss: 0.0311692 | Time: 4027.01 ms
[2021-08-22 19:52:27 main:574] : INFO : Epoch 1544 | loss: 0.0311125 | val_loss: 0.0311812 | Time: 4125.2 ms
[2021-08-22 19:52:31 main:574] : INFO : Epoch 1545 | loss: 0.0311117 | val_loss: 0.0311704 | Time: 4084.58 ms
[2021-08-22 19:52:35 main:574] : INFO : Epoch 1546 | loss: 0.0311081 | val_loss: 0.0311722 | Time: 4034.07 ms
[2021-08-22 19:52:39 main:574] : INFO : Epoch 1547 | loss: 0.0311091 | val_loss: 0.0311838 | Time: 4105.76 ms
[2021-08-22 19:52:43 main:574] : INFO : Epoch 1548 | loss: 0.0311055 | val_loss: 0.0311747 | Time: 4105.53 ms
[2021-08-22 19:52:47 main:574] : INFO : Epoch 1549 | loss: 0.0311063 | val_loss: 0.0311778 | Time: 4152.64 ms
[2021-08-22 19:52:51 main:574] : INFO : Epoch 1550 | loss: 0.0311051 | val_loss: 0.0311736 | Time: 4089.33 ms
[2021-08-22 19:52:56 main:574] : INFO : Epoch 1551 | loss: 0.0311037 | val_loss: 0.0311792 | Time: 4256.86 ms
[2021-08-22 19:53:00 main:574] : INFO : Epoch 1552 | loss: 0.0311032 | val_loss: 0.0311774 | Time: 4097.1 ms
[2021-08-22 19:53:04 main:574] : INFO : Epoch 1553 | loss: 0.031105 | val_loss: 0.03117 | Time: 4170.4 ms
[2021-08-22 19:53:08 main:574] : INFO : Epoch 1554 | loss: 0.0311053 | val_loss: 0.0311762 | Time: 4475.51 ms
[2021-08-22 19:53:13 main:574] : INFO : Epoch 1555 | loss: 0.0311086 | val_loss: 0.0311866 | Time: 4110.09 ms
[2021-08-22 19:53:17 main:574] : INFO : Epoch 1556 | loss: 0.0311079 | val_loss: 0.0311801 | Time: 4207.62 ms
[2021-08-22 19:53:21 main:574] : INFO : Epoch 1557 | loss: 0.031101 | val_loss: 0.0311799 | Time: 4284.99 ms
[2021-08-22 19:53:26 main:574] : INFO : Epoch 1558 | loss: 0.0311011 | val_loss: 0.0311766 | Time: 4354.96 ms
[2021-08-22 19:53:30 main:574] : INFO : Epoch 1559 | loss: 0.0311012 | val_loss: 0.0311788 | Time: 4255.46 ms
[2021-08-22 19:53:34 main:574] : INFO : Epoch 1560 | loss: 0.0311016 | val_loss: 0.0311775 | Time: 4137.84 ms
[2021-08-22 19:53:38 main:574] : INFO : Epoch 1561 | loss: 0.0311004 | val_loss: 0.0311751 | Time: 4144.28 ms
[2021-08-22 19:53:42 main:574] : INFO : Epoch 1562 | loss: 0.0311059 | val_loss: 0.0311836 | Time: 4273.14 ms
[2021-08-22 19:53:47 main:574] : INFO : Epoch 1563 | loss: 0.0311042 | val_loss: 0.0311811 | Time: 4224.53 ms
[2021-08-22 19:53:51 main:574] : INFO : Epoch 1564 | loss: 0.0311176 | val_loss: 0.0311759 | Time: 4238.77 ms
[2021-08-22 19:53:55 main:574] : INFO : Epoch 1565 | loss: 0.0311116 | val_loss: 0.0311772 | Time: 4205.21 ms
[2021-08-22 19:53:59 main:574] : INFO : Epoch 1566 | loss: 0.0311036 | val_loss: 0.0311719 | Time: 4311.55 ms
[2021-08-22 19:54:04 main:574] : INFO : Epoch 1567 | loss: 0.0311 | val_loss: 0.0311805 | Time: 4219.06 ms
[2021-08-22 19:54:08 main:574] : INFO : Epoch 1568 | loss: 0.0310968 | val_loss: 0.0311771 | Time: 4207.28 ms
[2021-08-22 19:54:12 main:574] : INFO : Epoch 1569 | loss: 0.0310974 | val_loss: 0.0311801 | Time: 4154.48 ms
[2021-08-22 19:54:16 main:574] : INFO : Epoch 1570 | loss: 0.0310981 | val_loss: 0.0311805 | Time: 4279.81 ms
[2021-08-22 19:54:21 main:574] : INFO : Epoch 1571 | loss: 0.0310991 | val_loss: 0.0311741 | Time: 4158.45 ms
[2021-08-22 19:54:25 main:574] : INFO : Epoch 1572 | loss: 0.0310946 | val_loss: 0.0311785 | Time: 4157.73 ms
[2021-08-22 19:54:29 main:574] : INFO : Epoch 1573 | loss: 0.0310943 | val_loss: 0.0311726 | Time: 4111.02 ms
[2021-08-22 19:54:33 main:574] : INFO : Epoch 1574 | loss: 0.0311124 | val_loss: 0.0311724 | Time: 4076.47 ms
[2021-08-22 19:54:37 main:574] : INFO : Epoch 1575 | loss: 0.0311129 | val_loss: 0.0311771 | Time: 4180.21 ms
[2021-08-22 19:54:41 main:574] : INFO : Epoch 1576 | loss: 0.0311071 | val_loss: 0.0311727 | Time: 4151.18 ms
[2021-08-22 19:54:45 main:574] : INFO : Epoch 1577 | loss: 0.0311059 | val_loss: 0.0311716 | Time: 4079.37 ms
[2021-08-22 19:54:50 main:574] : INFO : Epoch 1578 | loss: 0.031103 | val_loss: 0.0311759 | Time: 4113.46 ms
[2021-08-22 19:54:54 main:574] : INFO : Epoch 1579 | loss: 0.0311044 | val_loss: 0.0311804 | Time: 4170.39 ms
[2021-08-22 19:54:58 main:574] : INFO : Epoch 1580 | loss: 0.0311042 | val_loss: 0.0311715 | Time: 4128.12 ms
[2021-08-22 19:55:02 main:574] : INFO : Epoch 1581 | loss: 0.0311057 | val_loss: 0.0311744 | Time: 4092.49 ms
[2021-08-22 19:55:06 main:574] : INFO : Epoch 1582 | loss: 0.0311059 | val_loss: 0.0311758 | Time: 4175.78 ms
[2021-08-22 19:55:10 main:574] : INFO : Epoch 1583 | loss: 0.031107 | val_loss: 0.0311725 | Time: 4133.26 ms
[2021-08-22 19:55:15 main:574] : INFO : Epoch 1584 | loss: 0.0311099 | val_loss: 0.0311806 | Time: 4177.67 ms
[2021-08-22 19:55:19 main:574] : INFO : Epoch 1585 | loss: 0.0311074 | val_loss: 0.0311725 | Time: 4103.22 ms
[2021-08-22 19:55:23 main:574] : INFO : Epoch 1586 | loss: 0.0311057 | val_loss: 0.0311689 | Time: 4107.6 ms
[2021-08-22 19:55:27 main:574] : INFO : Epoch 1587 | loss: 0.0311064 | val_loss: 0.0311781 | Time: 4131.02 ms
[2021-08-22 19:55:31 main:574] : INFO : Epoch 1588 | loss: 0.0311036 | val_loss: 0.0311762 | Time: 4242.33 ms
[2021-08-22 19:55:35 main:574] : INFO : Epoch 1589 | loss: 0.0311034 | val_loss: 0.0311764 | Time: 4174.15 ms
[2021-08-22 19:55:40 main:574] : INFO : Epoch 1590 | loss: 0.0311016 | val_loss: 0.031178 | Time: 4166.62 ms
[2021-08-22 19:55:44 main:574] : INFO : Epoch 1591 | loss: 0.0311013 | val_loss: 0.0311757 | Time: 4147.28 ms
[2021-08-22 19:55:48 main:574] : INFO : Epoch 1592 | loss: 0.0311019 | val_loss: 0.0311671 | Time: 4076.58 ms
[2021-08-22 19:55:52 main:574] : INFO : Epoch 1593 | loss: 0.0311078 | val_loss: 0.0311744 | Time: 4218.64 ms
[2021-08-22 19:55:56 main:574] : INFO : Epoch 1594 | loss: 0.0311044 | val_loss: 0.0311785 | Time: 4151.02 ms
[2021-08-22 19:56:01 main:574] : INFO : Epoch 1595 | loss: 0.0311004 | val_loss: 0.0311785 | Time: 4184.6 ms
[2021-08-22 19:56:05 main:574] : INFO : Epoch 1596 | loss: 0.0310987 | val_loss: 0.0311768 | Time: 4131.96 ms
[2021-08-22 19:56:09 main:574] : INFO : Epoch 1597 | loss: 0.0311016 | val_loss: 0.0311826 | Time: 4131.45 ms
[2021-08-22 19:56:13 main:574] : INFO : Epoch 1598 | loss: 0.0311004 | val_loss: 0.0311827 | Time: 4099.53 ms
[2021-08-22 19:56:17 main:574] : INFO : Epoch 1599 | loss: 0.0310963 | val_loss: 0.0311774 | Time: 4107.69 ms
[2021-08-22 19:56:22 main:574] : INFO : Epoch 1600 | loss: 0.0310964 | val_loss: 0.0311793 | Time: 4434.03 ms
[2021-08-22 19:56:26 main:574] : INFO : Epoch 1601 | loss: 0.0310981 | val_loss: 0.03117 | Time: 4123.38 ms
[2021-08-22 19:56:30 main:574] : INFO : Epoch 1602 | loss: 0.0310956 | val_loss: 0.0311779 | Time: 4095.4 ms
[2021-08-22 19:56:34 main:574] : INFO : Epoch 1603 | loss: 0.0310943 | val_loss: 0.0311711 | Time: 4030.95 ms
[2021-08-22 19:56:38 main:574] : INFO : Epoch 1604 | loss: 0.0310937 | val_loss: 0.0311808 | Time: 4160.76 ms
[2021-08-22 19:56:42 main:574] : INFO : Epoch 1605 | loss: 0.0310956 | val_loss: 0.0311728 | Time: 4043.85 ms
[2021-08-22 19:56:46 main:574] : INFO : Epoch 1606 | loss: 0.031099 | val_loss: 0.0311783 | Time: 4100.45 ms
[2021-08-22 19:56:50 main:574] : INFO : Epoch 1607 | loss: 0.0310929 | val_loss: 0.0311798 | Time: 4077.88 ms
[2021-08-22 19:56:54 main:574] : INFO : Epoch 1608 | loss: 0.0310919 | val_loss: 0.0311836 | Time: 4174.2 ms
[2021-08-22 19:56:59 main:574] : INFO : Epoch 1609 | loss: 0.0310941 | val_loss: 0.0311756 | Time: 4108.96 ms
[2021-08-22 19:57:03 main:574] : INFO : Epoch 1610 | loss: 0.0310931 | val_loss: 0.0311746 | Time: 4065.88 ms
[2021-08-22 19:57:07 main:574] : INFO : Epoch 1611 | loss: 0.0311182 | val_loss: 0.0311665 | Time: 4097.16 ms
[2021-08-22 19:57:11 main:574] : INFO : Epoch 1612 | loss: 0.0311156 | val_loss: 0.0311637 | Time: 4075.59 ms
[2021-08-22 19:57:15 main:574] : INFO : Epoch 1613 | loss: 0.0311063 | val_loss: 0.031173 | Time: 4104.99 ms
[2021-08-22 19:57:19 main:574] : INFO : Epoch 1614 | loss: 0.0311019 | val_loss: 0.0311801 | Time: 4019.54 ms
[2021-08-22 19:57:23 main:574] : INFO : Epoch 1615 | loss: 0.031101 | val_loss: 0.0311785 | Time: 4267.7 ms
[2021-08-22 19:57:28 main:574] : INFO : Epoch 1616 | loss: 0.031097 | val_loss: 0.0311816 | Time: 4208.96 ms
[2021-08-22 19:57:32 main:574] : INFO : Epoch 1617 | loss: 0.0310965 | val_loss: 0.0311715 | Time: 4128.64 ms
[2021-08-22 19:57:36 main:574] : INFO : Epoch 1618 | loss: 0.0310937 | val_loss: 0.03119 | Time: 4221.37 ms
[2021-08-22 19:57:40 main:574] : INFO : Epoch 1619 | loss: 0.0310936 | val_loss: 0.031179 | Time: 4076.45 ms
[2021-08-22 19:57:44 main:574] : INFO : Epoch 1620 | loss: 0.0310935 | val_loss: 0.0311712 | Time: 4187.75 ms
[2021-08-22 19:57:48 main:574] : INFO : Epoch 1621 | loss: 0.0310924 | val_loss: 0.0311803 | Time: 4097.35 ms
[2021-08-22 19:57:53 main:574] : INFO : Epoch 1622 | loss: 0.0310961 | val_loss: 0.0311817 | Time: 4159.96 ms
[2021-08-22 19:57:57 main:574] : INFO : Epoch 1623 | loss: 0.0310919 | val_loss: 0.0311733 | Time: 4321.97 ms
[2021-08-22 19:58:01 main:574] : INFO : Epoch 1624 | loss: 0.0310916 | val_loss: 0.0311852 | Time: 4197.4 ms
[2021-08-22 19:58:05 main:574] : INFO : Epoch 1625 | loss: 0.0310904 | val_loss: 0.031176 | Time: 4153.18 ms
[2021-08-22 19:58:09 main:574] : INFO : Epoch 1626 | loss: 0.0310903 | val_loss: 0.0311837 | Time: 4155.25 ms
[2021-08-22 19:58:14 main:574] : INFO : Epoch 1627 | loss: 0.0310957 | val_loss: 0.0311692 | Time: 4186.82 ms
[2021-08-22 19:58:18 main:574] : INFO : Epoch 1628 | loss: 0.0310953 | val_loss: 0.0311673 | Time: 4166.93 ms
[2021-08-22 19:58:22 main:574] : INFO : Epoch 1629 | loss: 0.0310911 | val_loss: 0.0311625 | Time: 4246.96 ms
[2021-08-22 19:58:26 main:574] : INFO : Epoch 1630 | loss: 0.03109 | val_loss: 0.0311698 | Time: 4191.46 ms
[2021-08-22 19:58:30 main:574] : INFO : Epoch 1631 | loss: 0.0310912 | val_loss: 0.0311776 | Time: 4118.81 ms
[2021-08-22 19:58:35 main:574] : INFO : Epoch 1632 | loss: 0.0310884 | val_loss: 0.0311836 | Time: 4155.7 ms
[2021-08-22 19:58:39 main:574] : INFO : Epoch 1633 | loss: 0.0310851 | val_loss: 0.0311767 | Time: 4181.51 ms
[2021-08-22 19:58:43 main:574] : INFO : Epoch 1634 | loss: 0.0310878 | val_loss: 0.0311869 | Time: 4134.96 ms
[2021-08-22 19:58:47 main:574] : INFO : Epoch 1635 | loss: 0.0310881 | val_loss: 0.0311713 | Time: 4092.02 ms
[2021-08-22 19:58:51 main:574] : INFO : Epoch 1636 | loss: 0.0310858 | val_loss: 0.031171 | Time: 4180.84 ms
[2021-08-22 19:58:55 main:574] : INFO : Epoch 1637 | loss: 0.0310865 | val_loss: 0.0311821 | Time: 4101.13 ms
[2021-08-22 19:59:00 main:574] : INFO : Epoch 1638 | loss: 0.0310856 | val_loss: 0.0311932 | Time: 4141.12 ms
[2021-08-22 19:59:04 main:574] : INFO : Epoch 1639 | loss: 0.0310871 | val_loss: 0.0311739 | Time: 4099.93 ms
[2021-08-22 19:59:08 main:574] : INFO : Epoch 1640 | loss: 0.0310901 | val_loss: 0.0311837 | Time: 4051.86 ms
[2021-08-22 19:59:12 main:574] : INFO : Epoch 1641 | loss: 0.0310889 | val_loss: 0.0311743 | Time: 4096.86 ms
[2021-08-22 19:59:16 main:574] : INFO : Epoch 1642 | loss: 0.0310924 | val_loss: 0.0311809 | Time: 4156.02 ms
[2021-08-22 19:59:20 main:574] : INFO : Epoch 1643 | loss: 0.0310872 | val_loss: 0.0311873 | Time: 4031.85 ms
[2021-08-22 19:59:24 main:574] : INFO : Epoch 1644 | loss: 0.0310882 | val_loss: 0.0311867 | Time: 4075.6 ms
[2021-08-22 19:59:28 main:574] : INFO : Epoch 1645 | loss: 0.0310909 | val_loss: 0.0311916 | Time: 4111.09 ms
[2021-08-22 19:59:32 main:574] : INFO : Epoch 1646 | loss: 0.0310956 | val_loss: 0.0312034 | Time: 4073.13 ms
[2021-08-22 19:59:37 main:574] : INFO : Epoch 1647 | loss: 0.0310993 | val_loss: 0.0311842 | Time: 4149.7 ms
[2021-08-22 19:59:41 main:574] : INFO : Epoch 1648 | loss: 0.031087 | val_loss: 0.0311762 | Time: 4140.23 ms
[2021-08-22 19:59:45 main:574] : INFO : Epoch 1649 | loss: 0.0310873 | val_loss: 0.0311785 | Time: 4110.51 ms
[2021-08-22 19:59:49 main:574] : INFO : Epoch 1650 | loss: 0.0310836 | val_loss: 0.0311858 | Time: 4253.35 ms
[2021-08-22 19:59:54 main:574] : INFO : Epoch 1651 | loss: 0.0310879 | val_loss: 0.0311728 | Time: 4335.65 ms
[2021-08-22 19:59:58 main:574] : INFO : Epoch 1652 | loss: 0.0310911 | val_loss: 0.0311796 | Time: 4106.16 ms
[2021-08-22 20:00:02 main:574] : INFO : Epoch 1653 | loss: 0.0310886 | val_loss: 0.0311759 | Time: 4151.49 ms
[2021-08-22 20:00:06 main:574] : INFO : Epoch 1654 | loss: 0.0310847 | val_loss: 0.0311875 | Time: 4259.06 ms
[2021-08-22 20:00:10 main:574] : INFO : Epoch 1655 | loss: 0.0310862 | val_loss: 0.0311856 | Time: 4009.99 ms
[2021-08-22 20:00:14 main:574] : INFO : Epoch 1656 | loss: 0.0310844 | val_loss: 0.0311818 | Time: 4079.02 ms
[2021-08-22 20:00:18 main:574] : INFO : Epoch 1657 | loss: 0.0310908 | val_loss: 0.031187 | Time: 4058.22 ms
[2021-08-22 20:00:22 main:574] : INFO : Epoch 1658 | loss: 0.0310911 | val_loss: 0.0311805 | Time: 4087.43 ms
[2021-08-22 20:00:27 main:574] : INFO : Epoch 1659 | loss: 0.0310975 | val_loss: 0.0311786 | Time: 4050.88 ms
[2021-08-22 20:00:31 main:574] : INFO : Epoch 1660 | loss: 0.0311022 | val_loss: 0.0311749 | Time: 4036.78 ms
[2021-08-22 20:00:35 main:574] : INFO : Epoch 1661 | loss: 0.0310985 | val_loss: 0.0311826 | Time: 4039.88 ms
[2021-08-22 20:00:39 main:574] : INFO : Epoch 1662 | loss: 0.031091 | val_loss: 0.0311808 | Time: 4110.39 ms
[2021-08-22 20:00:43 main:574] : INFO : Epoch 1663 | loss: 0.0310941 | val_loss: 0.0311773 | Time: 4045.77 ms
[2021-08-22 20:00:47 main:574] : INFO : Epoch 1664 | loss: 0.031089 | val_loss: 0.0311755 | Time: 3964.4 ms
[2021-08-22 20:00:51 main:574] : INFO : Epoch 1665 | loss: 0.0310872 | val_loss: 0.0311789 | Time: 4098.97 ms
[2021-08-22 20:00:55 main:574] : INFO : Epoch 1666 | loss: 0.0310885 | val_loss: 0.0311749 | Time: 4166.64 ms
[2021-08-22 20:00:59 main:574] : INFO : Epoch 1667 | loss: 0.0310881 | val_loss: 0.031169 | Time: 4119.07 ms
[2021-08-22 20:01:03 main:574] : INFO : Epoch 1668 | loss: 0.0310877 | val_loss: 0.0311812 | Time: 4104.23 ms
[2021-08-22 20:01:08 main:574] : INFO : Epoch 1669 | loss: 0.0310874 | val_loss: 0.031174 | Time: 4082.94 ms
[2021-08-22 20:01:12 main:574] : INFO : Epoch 1670 | loss: 0.0310886 | val_loss: 0.0311772 | Time: 4073.63 ms
[2021-08-22 20:01:16 main:574] : INFO : Epoch 1671 | loss: 0.0310844 | val_loss: 0.0311739 | Time: 4098.53 ms
[2021-08-22 20:01:20 main:574] : INFO : Epoch 1672 | loss: 0.031084 | val_loss: 0.0311831 | Time: 4087.3 ms
[2021-08-22 20:01:24 main:574] : INFO : Epoch 1673 | loss: 0.0310835 | val_loss: 0.0311838 | Time: 4030.24 ms
[2021-08-22 20:01:28 main:574] : INFO : Epoch 1674 | loss: 0.0310869 | val_loss: 0.0311838 | Time: 4031.56 ms
[2021-08-22 20:01:32 main:574] : INFO : Epoch 1675 | loss: 0.0310872 | val_loss: 0.0311787 | Time: 4064.3 ms
[2021-08-22 20:01:36 main:574] : INFO : Epoch 1676 | loss: 0.0310823 | val_loss: 0.0311735 | Time: 4104.06 ms
[2021-08-22 20:01:40 main:574] : INFO : Epoch 1677 | loss: 0.0310827 | val_loss: 0.0311859 | Time: 4108.69 ms
[2021-08-22 20:01:45 main:574] : INFO : Epoch 1678 | loss: 0.0310831 | val_loss: 0.0311822 | Time: 4501.61 ms
[2021-08-22 20:01:49 main:574] : INFO : Epoch 1679 | loss: 0.0310825 | val_loss: 0.0311749 | Time: 4212.13 ms
[2021-08-22 20:01:53 main:574] : INFO : Epoch 1680 | loss: 0.0310851 | val_loss: 0.0311764 | Time: 4106.64 ms
[2021-08-22 20:01:57 main:574] : INFO : Epoch 1681 | loss: 0.0310868 | val_loss: 0.0311892 | Time: 4172.34 ms
[2021-08-22 20:02:02 main:574] : INFO : Epoch 1682 | loss: 0.0310887 | val_loss: 0.031177 | Time: 4215.2 ms
[2021-08-22 20:02:06 main:574] : INFO : Epoch 1683 | loss: 0.0310879 | val_loss: 0.0311695 | Time: 4122.16 ms
[2021-08-22 20:02:10 main:574] : INFO : Epoch 1684 | loss: 0.0310831 | val_loss: 0.0311733 | Time: 4068.34 ms
[2021-08-22 20:02:14 main:574] : INFO : Epoch 1685 | loss: 0.031082 | val_loss: 0.0311835 | Time: 4088.47 ms
[2021-08-22 20:02:18 main:574] : INFO : Epoch 1686 | loss: 0.031084 | val_loss: 0.0311917 | Time: 3983.62 ms
[2021-08-22 20:02:22 main:574] : INFO : Epoch 1687 | loss: 0.0310857 | val_loss: 0.0311833 | Time: 4024.32 ms
[2021-08-22 20:02:26 main:574] : INFO : Epoch 1688 | loss: 0.0310821 | val_loss: 0.0311782 | Time: 4053.39 ms
[2021-08-22 20:02:30 main:574] : INFO : Epoch 1689 | loss: 0.0310773 | val_loss: 0.0311782 | Time: 4003.8 ms
[2021-08-22 20:02:34 main:574] : INFO : Epoch 1690 | loss: 0.0310766 | val_loss: 0.0311781 | Time: 4109.11 ms
[2021-08-22 20:02:38 main:574] : INFO : Epoch 1691 | loss: 0.0310767 | val_loss: 0.0311786 | Time: 4229.44 ms
[2021-08-22 20:02:43 main:574] : INFO : Epoch 1692 | loss: 0.0310745 | val_loss: 0.0311717 | Time: 4213.23 ms
[2021-08-22 20:02:47 main:574] : INFO : Epoch 1693 | loss: 0.0310774 | val_loss: 0.0311752 | Time: 4072.36 ms
[2021-08-22 20:02:51 main:574] : INFO : Epoch 1694 | loss: 0.031076 | val_loss: 0.0311815 | Time: 4120.37 ms
[2021-08-22 20:02:55 main:574] : INFO : Epoch 1695 | loss: 0.0310784 | val_loss: 0.0311819 | Time: 4411.91 ms
[2021-08-22 20:02:59 main:574] : INFO : Epoch 1696 | loss: 0.0310762 | val_loss: 0.0311819 | Time: 4026.36 ms
[2021-08-22 20:03:03 main:574] : INFO : Epoch 1697 | loss: 0.0310759 | val_loss: 0.0311739 | Time: 4087.07 ms
[2021-08-22 20:03:08 main:574] : INFO : Epoch 1698 | loss: 0.031079 | val_loss: 0.0311811 | Time: 4153.08 ms
[2021-08-22 20:03:12 main:574] : INFO : Epoch 1699 | loss: 0.0310833 | val_loss: 0.0311821 | Time: 4215.74 ms
[2021-08-22 20:03:16 main:574] : INFO : Epoch 1700 | loss: 0.0310883 | val_loss: 0.0311861 | Time: 4096.61 ms
[2021-08-22 20:03:20 main:574] : INFO : Epoch 1701 | loss: 0.0310835 | val_loss: 0.0311803 | Time: 4157.65 ms
[2021-08-22 20:03:24 main:574] : INFO : Epoch 1702 | loss: 0.0310823 | val_loss: 0.0312031 | Time: 4190.49 ms
[2021-08-22 20:03:29 main:574] : INFO : Epoch 1703 | loss: 0.0310821 | val_loss: 0.0311879 | Time: 4505.02 ms
[2021-08-22 20:03:33 main:574] : INFO : Epoch 1704 | loss: 0.0310788 | val_loss: 0.0311766 | Time: 4121.18 ms
[2021-08-22 20:03:37 main:574] : INFO : Epoch 1705 | loss: 0.0310876 | val_loss: 0.0311719 | Time: 4173.51 ms
[2021-08-22 20:03:41 main:574] : INFO : Epoch 1706 | loss: 0.0310841 | val_loss: 0.0311744 | Time: 4147.32 ms
[2021-08-22 20:03:46 main:574] : INFO : Epoch 1707 | loss: 0.0310822 | val_loss: 0.0311811 | Time: 4122.27 ms
[2021-08-22 20:03:50 main:574] : INFO : Epoch 1708 | loss: 0.0310826 | val_loss: 0.0311721 | Time: 4063.29 ms
[2021-08-22 20:03:54 main:574] : INFO : Epoch 1709 | loss: 0.031088 | val_loss: 0.0311756 | Time: 4088.08 ms
[2021-08-22 20:03:58 main:574] : INFO : Epoch 1710 | loss: 0.0310849 | val_loss: 0.0311776 | Time: 4235.28 ms
[2021-08-22 20:04:02 main:574] : INFO : Epoch 1711 | loss: 0.0310912 | val_loss: 0.0311821 | Time: 4254.94 ms
[2021-08-22 20:04:06 main:574] : INFO : Epoch 1712 | loss: 0.0310893 | val_loss: 0.0311864 | Time: 4156.2 ms
[2021-08-22 20:04:11 main:574] : INFO : Epoch 1713 | loss: 0.0310871 | val_loss: 0.0311935 | Time: 4101.23 ms
[2021-08-22 20:04:15 main:574] : INFO : Epoch 1714 | loss: 0.0310832 | val_loss: 0.0311846 | Time: 4274.38 ms
[2021-08-22 20:04:19 main:574] : INFO : Epoch 1715 | loss: 0.0310877 | val_loss: 0.0311775 | Time: 4178.15 ms
[2021-08-22 20:04:23 main:574] : INFO : Epoch 1716 | loss: 0.0310943 | val_loss: 0.0311622 | Time: 4046.23 ms
[2021-08-22 20:04:27 main:574] : INFO : Epoch 1717 | loss: 0.0310917 | val_loss: 0.031178 | Time: 4111.75 ms
[2021-08-22 20:04:31 main:574] : INFO : Epoch 1718 | loss: 0.0311015 | val_loss: 0.0311797 | Time: 4201.76 ms
[2021-08-22 20:04:36 main:574] : INFO : Epoch 1719 | loss: 0.0310892 | val_loss: 0.0311739 | Time: 4186.85 ms
[2021-08-22 20:04:40 main:574] : INFO : Epoch 1720 | loss: 0.0310857 | val_loss: 0.0311711 | Time: 4134.16 ms
[2021-08-22 20:04:44 main:574] : INFO : Epoch 1721 | loss: 0.0310837 | val_loss: 0.0311837 | Time: 4153.58 ms
[2021-08-22 20:04:48 main:574] : INFO : Epoch 1722 | loss: 0.0310831 | val_loss: 0.0311789 | Time: 4219.5 ms
[2021-08-22 20:04:52 main:574] : INFO : Epoch 1723 | loss: 0.031083 | val_loss: 0.0311791 | Time: 4111.59 ms
[2021-08-22 20:04:56 main:574] : INFO : Epoch 1724 | loss: 0.0310793 | val_loss: 0.031181 | Time: 4118.34 ms
[2021-08-22 20:05:01 main:574] : INFO : Epoch 1725 | loss: 0.0310825 | val_loss: 0.0311795 | Time: 4279.48 ms
[2021-08-22 20:05:05 main:574] : INFO : Epoch 1726 | loss: 0.0310842 | val_loss: 0.0311861 | Time: 4062.67 ms
[2021-08-22 20:05:09 main:574] : INFO : Epoch 1727 | loss: 0.0310834 | val_loss: 0.0312106 | Time: 4103.69 ms
[2021-08-22 20:05:13 main:574] : INFO : Epoch 1728 | loss: 0.0315395 | val_loss: 0.0334375 | Time: 4379.2 ms
[2021-08-22 20:05:17 main:574] : INFO : Epoch 1729 | loss: 0.0319166 | val_loss: 0.0313967 | Time: 4099.61 ms
[2021-08-22 20:05:22 main:574] : INFO : Epoch 1730 | loss: 0.0313608 | val_loss: 0.0313003 | Time: 4067.25 ms
[2021-08-22 20:05:26 main:574] : INFO : Epoch 1731 | loss: 0.0311302 | val_loss: 0.031218 | Time: 4069.03 ms
[2021-08-22 20:05:30 main:574] : INFO : Epoch 1732 | loss: 0.0311006 | val_loss: 0.0311827 | Time: 4097.11 ms
[2021-08-22 20:05:34 main:574] : INFO : Epoch 1733 | loss: 0.0310944 | val_loss: 0.0311742 | Time: 4044.05 ms
[2021-08-22 20:05:38 main:574] : INFO : Epoch 1734 | loss: 0.0311025 | val_loss: 0.0311709 | Time: 4121.3 ms
[2021-08-22 20:05:42 main:574] : INFO : Epoch 1735 | loss: 0.0311191 | val_loss: 0.0311694 | Time: 4266.91 ms
[2021-08-22 20:05:46 main:574] : INFO : Epoch 1736 | loss: 0.0311113 | val_loss: 0.031175 | Time: 4175.1 ms
[2021-08-22 20:05:51 main:574] : INFO : Epoch 1737 | loss: 0.0311043 | val_loss: 0.0311686 | Time: 4060.28 ms
[2021-08-22 20:05:55 main:574] : INFO : Epoch 1738 | loss: 0.0310978 | val_loss: 0.0311716 | Time: 4079.87 ms
[2021-08-22 20:05:59 main:574] : INFO : Epoch 1739 | loss: 0.0310948 | val_loss: 0.0311779 | Time: 4231.91 ms
[2021-08-22 20:06:03 main:574] : INFO : Epoch 1740 | loss: 0.0310986 | val_loss: 0.031178 | Time: 4279.63 ms
[2021-08-22 20:06:07 main:574] : INFO : Epoch 1741 | loss: 0.0310973 | val_loss: 0.0311785 | Time: 4065.84 ms
[2021-08-22 20:06:11 main:574] : INFO : Epoch 1742 | loss: 0.0310931 | val_loss: 0.0311722 | Time: 4122.12 ms
[2021-08-22 20:06:16 main:574] : INFO : Epoch 1743 | loss: 0.0310901 | val_loss: 0.0311727 | Time: 4107.64 ms
[2021-08-22 20:06:20 main:574] : INFO : Epoch 1744 | loss: 0.0310892 | val_loss: 0.0311786 | Time: 4150.11 ms
[2021-08-22 20:06:24 main:574] : INFO : Epoch 1745 | loss: 0.0310917 | val_loss: 0.0311764 | Time: 4063.1 ms
[2021-08-22 20:06:28 main:574] : INFO : Epoch 1746 | loss: 0.0310889 | val_loss: 0.031177 | Time: 4096.81 ms
[2021-08-22 20:06:32 main:574] : INFO : Epoch 1747 | loss: 0.0310855 | val_loss: 0.0311757 | Time: 4051.87 ms
[2021-08-22 20:06:36 main:574] : INFO : Epoch 1748 | loss: 0.0310851 | val_loss: 0.0311741 | Time: 4025.65 ms
[2021-08-22 20:06:40 main:574] : INFO : Epoch 1749 | loss: 0.0310847 | val_loss: 0.0311764 | Time: 4158.91 ms
[2021-08-22 20:06:44 main:574] : INFO : Epoch 1750 | loss: 0.0310836 | val_loss: 0.0311769 | Time: 4078.43 ms
[2021-08-22 20:06:48 main:574] : INFO : Epoch 1751 | loss: 0.0310809 | val_loss: 0.0311905 | Time: 3991.35 ms
[2021-08-22 20:06:52 main:574] : INFO : Epoch 1752 | loss: 0.0310893 | val_loss: 0.0311766 | Time: 4081.99 ms
[2021-08-22 20:06:57 main:574] : INFO : Epoch 1753 | loss: 0.0310889 | val_loss: 0.0311734 | Time: 4173.4 ms
[2021-08-22 20:07:01 main:574] : INFO : Epoch 1754 | loss: 0.0310879 | val_loss: 0.0311735 | Time: 4124.18 ms
[2021-08-22 20:07:05 main:574] : INFO : Epoch 1755 | loss: 0.0310846 | val_loss: 0.031176 | Time: 4111.28 ms
[2021-08-22 20:07:09 main:574] : INFO : Epoch 1756 | loss: 0.0310785 | val_loss: 0.0311728 | Time: 4159.92 ms
[2021-08-22 20:07:13 main:574] : INFO : Epoch 1757 | loss: 0.0310787 | val_loss: 0.0311923 | Time: 4172.93 ms
[2021-08-22 20:07:17 main:574] : INFO : Epoch 1758 | loss: 0.0310816 | val_loss: 0.031181 | Time: 4123.77 ms
[2021-08-22 20:07:22 main:574] : INFO : Epoch 1759 | loss: 0.031083 | val_loss: 0.0311856 | Time: 4166.77 ms
[2021-08-22 20:07:26 main:574] : INFO : Epoch 1760 | loss: 0.0310865 | val_loss: 0.0311796 | Time: 4156.39 ms
[2021-08-22 20:07:30 main:574] : INFO : Epoch 1761 | loss: 0.0310836 | val_loss: 0.0311774 | Time: 4165.32 ms
[2021-08-22 20:07:34 main:574] : INFO : Epoch 1762 | loss: 0.0310794 | val_loss: 0.0311871 | Time: 4138.77 ms
[2021-08-22 20:07:38 main:574] : INFO : Epoch 1763 | loss: 0.0310828 | val_loss: 0.0311764 | Time: 4046.26 ms
[2021-08-22 20:07:42 main:574] : INFO : Epoch 1764 | loss: 0.0310798 | val_loss: 0.0311901 | Time: 4172.26 ms
[2021-08-22 20:07:46 main:574] : INFO : Epoch 1765 | loss: 0.0310824 | val_loss: 0.0311731 | Time: 4049.02 ms
[2021-08-22 20:07:51 main:574] : INFO : Epoch 1766 | loss: 0.0310807 | val_loss: 0.031184 | Time: 4130.48 ms
[2021-08-22 20:07:55 main:574] : INFO : Epoch 1767 | loss: 0.0310786 | val_loss: 0.031182 | Time: 4076.32 ms
[2021-08-22 20:07:59 main:574] : INFO : Epoch 1768 | loss: 0.0310891 | val_loss: 0.0311624 | Time: 4152.1 ms
[2021-08-22 20:08:03 main:574] : INFO : Epoch 1769 | loss: 0.0310976 | val_loss: 0.0311755 | Time: 4067.69 ms
[2021-08-22 20:08:07 main:574] : INFO : Epoch 1770 | loss: 0.0310894 | val_loss: 0.0311832 | Time: 4102.7 ms
[2021-08-22 20:08:11 main:574] : INFO : Epoch 1771 | loss: 0.0310813 | val_loss: 0.0311842 | Time: 4165.31 ms
[2021-08-22 20:08:15 main:574] : INFO : Epoch 1772 | loss: 0.0310796 | val_loss: 0.0311785 | Time: 4150.98 ms
[2021-08-22 20:08:20 main:574] : INFO : Epoch 1773 | loss: 0.0310883 | val_loss: 0.0311733 | Time: 4093.94 ms
[2021-08-22 20:08:24 main:574] : INFO : Epoch 1774 | loss: 0.0310917 | val_loss: 0.0311799 | Time: 4111.79 ms
[2021-08-22 20:08:28 main:574] : INFO : Epoch 1775 | loss: 0.0310874 | val_loss: 0.0311758 | Time: 4034.85 ms
[2021-08-22 20:08:32 main:574] : INFO : Epoch 1776 | loss: 0.0310848 | val_loss: 0.0311811 | Time: 4118.9 ms
[2021-08-22 20:08:36 main:574] : INFO : Epoch 1777 | loss: 0.0310807 | val_loss: 0.031186 | Time: 4505.87 ms
[2021-08-22 20:08:41 main:574] : INFO : Epoch 1778 | loss: 0.0310775 | val_loss: 0.0311913 | Time: 4319.16 ms
[2021-08-22 20:08:45 main:574] : INFO : Epoch 1779 | loss: 0.0310775 | val_loss: 0.031176 | Time: 4114.59 ms
[2021-08-22 20:08:49 main:574] : INFO : Epoch 1780 | loss: 0.0310762 | val_loss: 0.0311669 | Time: 4075.94 ms
[2021-08-22 20:08:53 main:574] : INFO : Epoch 1781 | loss: 0.0310778 | val_loss: 0.0311882 | Time: 4119.51 ms
[2021-08-22 20:08:57 main:574] : INFO : Epoch 1782 | loss: 0.0310756 | val_loss: 0.0311818 | Time: 4098.24 ms
[2021-08-22 20:09:01 main:574] : INFO : Epoch 1783 | loss: 0.0310753 | val_loss: 0.0311755 | Time: 4261.61 ms
[2021-08-22 20:09:06 main:574] : INFO : Epoch 1784 | loss: 0.0310745 | val_loss: 0.0312032 | Time: 4097.21 ms
[2021-08-22 20:09:10 main:574] : INFO : Epoch 1785 | loss: 0.0310752 | val_loss: 0.0311989 | Time: 4060.11 ms
[2021-08-22 20:09:14 main:574] : INFO : Epoch 1786 | loss: 0.0310753 | val_loss: 0.0311814 | Time: 4186.4 ms
[2021-08-22 20:09:18 main:574] : INFO : Epoch 1787 | loss: 0.0310744 | val_loss: 0.0311832 | Time: 4054.1 ms
[2021-08-22 20:09:22 main:574] : INFO : Epoch 1788 | loss: 0.0310716 | val_loss: 0.0311839 | Time: 4068.16 ms
[2021-08-22 20:09:26 main:574] : INFO : Epoch 1789 | loss: 0.0310687 | val_loss: 0.0311907 | Time: 4044.85 ms
[2021-08-22 20:09:30 main:574] : INFO : Epoch 1790 | loss: 0.0310706 | val_loss: 0.031177 | Time: 4056.85 ms
[2021-08-22 20:09:34 main:574] : INFO : Epoch 1791 | loss: 0.0310754 | val_loss: 0.0311806 | Time: 4100.39 ms
[2021-08-22 20:09:39 main:574] : INFO : Epoch 1792 | loss: 0.0310723 | val_loss: 0.0311833 | Time: 4144.36 ms
[2021-08-22 20:09:43 main:574] : INFO : Epoch 1793 | loss: 0.0310722 | val_loss: 0.0311702 | Time: 4281.72 ms
[2021-08-22 20:09:47 main:574] : INFO : Epoch 1794 | loss: 0.0310765 | val_loss: 0.0311818 | Time: 4143.02 ms
[2021-08-22 20:09:51 main:574] : INFO : Epoch 1795 | loss: 0.0310788 | val_loss: 0.0311859 | Time: 4063.41 ms
[2021-08-22 20:09:55 main:574] : INFO : Epoch 1796 | loss: 0.0310917 | val_loss: 0.0311781 | Time: 4178.14 ms
[2021-08-22 20:09:59 main:574] : INFO : Epoch 1797 | loss: 0.031115 | val_loss: 0.0311737 | Time: 4057.57 ms
[2021-08-22 20:10:04 main:574] : INFO : Epoch 1798 | loss: 0.0311056 | val_loss: 0.0311763 | Time: 4173.7 ms
[2021-08-22 20:10:08 main:574] : INFO : Epoch 1799 | loss: 0.0311018 | val_loss: 0.0311703 | Time: 4104.31 ms
[2021-08-22 20:10:12 main:574] : INFO : Epoch 1800 | loss: 0.0311029 | val_loss: 0.031181 | Time: 4069.34 ms
[2021-08-22 20:10:16 main:574] : INFO : Epoch 1801 | loss: 0.031099 | val_loss: 0.031188 | Time: 4072.36 ms
[2021-08-22 20:10:20 main:574] : INFO : Epoch 1802 | loss: 0.0310889 | val_loss: 0.0311959 | Time: 4056.85 ms
[2021-08-22 20:10:24 main:574] : INFO : Epoch 1803 | loss: 0.0310854 | val_loss: 0.0311724 | Time: 4074.37 ms
[2021-08-22 20:10:28 main:574] : INFO : Epoch 1804 | loss: 0.0310805 | val_loss: 0.0311737 | Time: 4064.28 ms
[2021-08-22 20:10:32 main:574] : INFO : Epoch 1805 | loss: 0.0310836 | val_loss: 0.0311844 | Time: 4042.46 ms
[2021-08-22 20:10:36 main:574] : INFO : Epoch 1806 | loss: 0.0310848 | val_loss: 0.0311729 | Time: 4090.18 ms
[2021-08-22 20:10:41 main:574] : INFO : Epoch 1807 | loss: 0.0310908 | val_loss: 0.0311794 | Time: 4184.53 ms
[2021-08-22 20:10:45 main:574] : INFO : Epoch 1808 | loss: 0.0310891 | val_loss: 0.031166 | Time: 4242.45 ms
[2021-08-22 20:10:49 main:574] : INFO : Epoch 1809 | loss: 0.0311008 | val_loss: 0.0311785 | Time: 4119.83 ms
[2021-08-22 20:10:53 main:574] : INFO : Epoch 1810 | loss: 0.0310964 | val_loss: 0.0311667 | Time: 4257.86 ms
[2021-08-22 20:10:57 main:574] : INFO : Epoch 1811 | loss: 0.031088 | val_loss: 0.0311729 | Time: 4155.01 ms
[2021-08-22 20:11:02 main:574] : INFO : Epoch 1812 | loss: 0.031086 | val_loss: 0.031185 | Time: 4184.28 ms
[2021-08-22 20:11:06 main:574] : INFO : Epoch 1813 | loss: 0.0310829 | val_loss: 0.0311795 | Time: 4027.63 ms
[2021-08-22 20:11:10 main:574] : INFO : Epoch 1814 | loss: 0.0310814 | val_loss: 0.0311864 | Time: 4138.02 ms
[2021-08-22 20:11:14 main:574] : INFO : Epoch 1815 | loss: 0.0310785 | val_loss: 0.031178 | Time: 4104.71 ms
[2021-08-22 20:11:18 main:574] : INFO : Epoch 1816 | loss: 0.0310779 | val_loss: 0.0311947 | Time: 4104.77 ms
[2021-08-22 20:11:22 main:574] : INFO : Epoch 1817 | loss: 0.0310769 | val_loss: 0.031178 | Time: 4089.54 ms
[2021-08-22 20:11:26 main:574] : INFO : Epoch 1818 | loss: 0.031073 | val_loss: 0.0311912 | Time: 4063.71 ms
[2021-08-22 20:11:30 main:574] : INFO : Epoch 1819 | loss: 0.0310711 | val_loss: 0.031188 | Time: 4094.91 ms
[2021-08-22 20:11:34 main:574] : INFO : Epoch 1820 | loss: 0.0310725 | val_loss: 0.031193 | Time: 4009.74 ms
[2021-08-22 20:11:39 main:574] : INFO : Epoch 1821 | loss: 0.0310804 | val_loss: 0.0311759 | Time: 4181.62 ms
[2021-08-22 20:11:43 main:574] : INFO : Epoch 1822 | loss: 0.0310733 | val_loss: 0.031185 | Time: 4110.95 ms
[2021-08-22 20:11:47 main:574] : INFO : Epoch 1823 | loss: 0.0310875 | val_loss: 0.0311715 | Time: 4157.39 ms
[2021-08-22 20:11:51 main:574] : INFO : Epoch 1824 | loss: 0.0310911 | val_loss: 0.0311771 | Time: 4102.04 ms
[2021-08-22 20:11:55 main:574] : INFO : Epoch 1825 | loss: 0.0310847 | val_loss: 0.0311809 | Time: 4109.47 ms
[2021-08-22 20:11:59 main:574] : INFO : Epoch 1826 | loss: 0.0310912 | val_loss: 0.0311832 | Time: 4139.7 ms
[2021-08-22 20:12:04 main:574] : INFO : Epoch 1827 | loss: 0.0310855 | val_loss: 0.0311853 | Time: 4134.63 ms
[2021-08-22 20:12:08 main:574] : INFO : Epoch 1828 | loss: 0.0310846 | val_loss: 0.0311839 | Time: 4184.12 ms
[2021-08-22 20:12:12 main:574] : INFO : Epoch 1829 | loss: 0.0310861 | val_loss: 0.0311763 | Time: 4043.34 ms
[2021-08-22 20:12:16 main:574] : INFO : Epoch 1830 | loss: 0.0310778 | val_loss: 0.0311884 | Time: 4122.06 ms
[2021-08-22 20:12:20 main:574] : INFO : Epoch 1831 | loss: 0.0310817 | val_loss: 0.0311778 | Time: 4134.43 ms
[2021-08-22 20:12:24 main:574] : INFO : Epoch 1832 | loss: 0.0310806 | val_loss: 0.0311964 | Time: 4147.65 ms
[2021-08-22 20:12:28 main:574] : INFO : Epoch 1833 | loss: 0.0310778 | val_loss: 0.0311863 | Time: 4104.46 ms
[2021-08-22 20:12:33 main:574] : INFO : Epoch 1834 | loss: 0.0310785 | val_loss: 0.03119 | Time: 4210.32 ms
[2021-08-22 20:12:37 main:574] : INFO : Epoch 1835 | loss: 0.0310787 | val_loss: 0.031182 | Time: 4137.61 ms
[2021-08-22 20:12:41 main:574] : INFO : Epoch 1836 | loss: 0.031076 | val_loss: 0.0311867 | Time: 4122.64 ms
[2021-08-22 20:12:45 main:574] : INFO : Epoch 1837 | loss: 0.0310742 | val_loss: 0.0311964 | Time: 4121.9 ms
[2021-08-22 20:12:49 main:574] : INFO : Epoch 1838 | loss: 0.0310809 | val_loss: 0.0311768 | Time: 4186.58 ms
[2021-08-22 20:12:54 main:574] : INFO : Epoch 1839 | loss: 0.0310823 | val_loss: 0.0311987 | Time: 4261.88 ms
[2021-08-22 20:12:58 main:574] : INFO : Epoch 1840 | loss: 0.0310806 | val_loss: 0.0311837 | Time: 4102.97 ms
[2021-08-22 20:13:02 main:574] : INFO : Epoch 1841 | loss: 0.031077 | val_loss: 0.0311812 | Time: 4157.01 ms
[2021-08-22 20:13:06 main:574] : INFO : Epoch 1842 | loss: 0.0310792 | val_loss: 0.0311896 | Time: 4045.53 ms
[2021-08-22 20:13:10 main:574] : INFO : Epoch 1843 | loss: 0.0310802 | val_loss: 0.0311771 | Time: 4065.65 ms
[2021-08-22 20:13:14 main:574] : INFO : Epoch 1844 | loss: 0.0310791 | val_loss: 0.0311907 | Time: 4102.33 ms
[2021-08-22 20:13:18 main:574] : INFO : Epoch 1845 | loss: 0.0310747 | val_loss: 0.0312007 | Time: 4045.26 ms
[2021-08-22 20:13:22 main:574] : INFO : Epoch 1846 | loss: 0.0310786 | val_loss: 0.031186 | Time: 4080.16 ms
[2021-08-22 20:13:26 main:574] : INFO : Epoch 1847 | loss: 0.0310755 | val_loss: 0.0311956 | Time: 4032.33 ms
[2021-08-22 20:13:31 main:574] : INFO : Epoch 1848 | loss: 0.0310736 | val_loss: 0.0311878 | Time: 4110.93 ms
[2021-08-22 20:13:35 main:574] : INFO : Epoch 1849 | loss: 0.031081 | val_loss: 0.0311962 | Time: 4097.57 ms
[2021-08-22 20:13:39 main:574] : INFO : Epoch 1850 | loss: 0.031077 | val_loss: 0.0311758 | Time: 4083.45 ms
[2021-08-22 20:13:43 main:574] : INFO : Epoch 1851 | loss: 0.0310816 | val_loss: 0.0311869 | Time: 4315.84 ms
[2021-08-22 20:13:47 main:574] : INFO : Epoch 1852 | loss: 0.0310757 | val_loss: 0.0312017 | Time: 4108.66 ms
[2021-08-22 20:13:51 main:574] : INFO : Epoch 1853 | loss: 0.0310718 | val_loss: 0.0311883 | Time: 4084.28 ms
[2021-08-22 20:13:56 main:574] : INFO : Epoch 1854 | loss: 0.0310746 | val_loss: 0.0311938 | Time: 4148.47 ms
[2021-08-22 20:14:00 main:574] : INFO : Epoch 1855 | loss: 0.0310875 | val_loss: 0.0311831 | Time: 4072.55 ms
[2021-08-22 20:14:04 main:574] : INFO : Epoch 1856 | loss: 0.0310875 | val_loss: 0.0311889 | Time: 4042.49 ms
[2021-08-22 20:14:08 main:574] : INFO : Epoch 1857 | loss: 0.0310851 | val_loss: 0.0311826 | Time: 4061.51 ms
[2021-08-22 20:14:12 main:574] : INFO : Epoch 1858 | loss: 0.0310821 | val_loss: 0.0311912 | Time: 4093.56 ms
[2021-08-22 20:14:16 main:574] : INFO : Epoch 1859 | loss: 0.0310803 | val_loss: 0.031175 | Time: 4085.96 ms
[2021-08-22 20:14:20 main:574] : INFO : Epoch 1860 | loss: 0.031081 | val_loss: 0.0311837 | Time: 4053.41 ms
[2021-08-22 20:14:24 main:574] : INFO : Epoch 1861 | loss: 0.0310764 | val_loss: 0.0311851 | Time: 4025.78 ms
[2021-08-22 20:14:28 main:574] : INFO : Epoch 1862 | loss: 0.0310766 | val_loss: 0.0311906 | Time: 4042.6 ms
[2021-08-22 20:14:32 main:574] : INFO : Epoch 1863 | loss: 0.0310784 | val_loss: 0.0311871 | Time: 4017.5 ms
[2021-08-22 20:14:36 main:574] : INFO : Epoch 1864 | loss: 0.031079 | val_loss: 0.031183 | Time: 4110.3 ms
[2021-08-22 20:14:41 main:574] : INFO : Epoch 1865 | loss: 0.0310806 | val_loss: 0.031181 | Time: 4183.14 ms
[2021-08-22 20:14:45 main:574] : INFO : Epoch 1866 | loss: 0.0310737 | val_loss: 0.0311761 | Time: 4126.61 ms
[2021-08-22 20:14:49 main:574] : INFO : Epoch 1867 | loss: 0.0310757 | val_loss: 0.0311871 | Time: 4063.13 ms
[2021-08-22 20:14:53 main:574] : INFO : Epoch 1868 | loss: 0.0310704 | val_loss: 0.0311833 | Time: 4104.11 ms
[2021-08-22 20:14:57 main:574] : INFO : Epoch 1869 | loss: 0.0310682 | val_loss: 0.0311832 | Time: 4094.17 ms
[2021-08-22 20:15:01 main:574] : INFO : Epoch 1870 | loss: 0.0310746 | val_loss: 0.0311922 | Time: 4191.57 ms
[2021-08-22 20:15:05 main:574] : INFO : Epoch 1871 | loss: 0.0310725 | val_loss: 0.0311831 | Time: 4131.72 ms
[2021-08-22 20:15:09 main:574] : INFO : Epoch 1872 | loss: 0.031067 | val_loss: 0.0311863 | Time: 4072.04 ms
[2021-08-22 20:15:14 main:574] : INFO : Epoch 1873 | loss: 0.0310698 | val_loss: 0.0311869 | Time: 4195.72 ms
[2021-08-22 20:15:18 main:574] : INFO : Epoch 1874 | loss: 0.0310751 | val_loss: 0.0311797 | Time: 4061.07 ms
[2021-08-22 20:15:22 main:574] : INFO : Epoch 1875 | loss: 0.0310749 | val_loss: 0.0311811 | Time: 4071.38 ms
[2021-08-22 20:15:26 main:574] : INFO : Epoch 1876 | loss: 0.0310722 | val_loss: 0.0311945 | Time: 4073.96 ms
[2021-08-22 20:15:30 main:574] : INFO : Epoch 1877 | loss: 0.0310724 | val_loss: 0.0311918 | Time: 4035.8 ms
[2021-08-22 20:15:34 main:574] : INFO : Epoch 1878 | loss: 0.0310702 | val_loss: 0.0311775 | Time: 4065.86 ms
[2021-08-22 20:15:38 main:574] : INFO : Epoch 1879 | loss: 0.0310738 | val_loss: 0.0311866 | Time: 4160.39 ms
[2021-08-22 20:15:42 main:574] : INFO : Epoch 1880 | loss: 0.0310753 | val_loss: 0.0311894 | Time: 4167.64 ms
[2021-08-22 20:15:47 main:574] : INFO : Epoch 1881 | loss: 0.0310739 | val_loss: 0.0311852 | Time: 4109.03 ms
[2021-08-22 20:15:51 main:574] : INFO : Epoch 1882 | loss: 0.03107 | val_loss: 0.031182 | Time: 4085.67 ms
[2021-08-22 20:15:55 main:574] : INFO : Epoch 1883 | loss: 0.0310672 | val_loss: 0.0311886 | Time: 4125.59 ms
[2021-08-22 20:15:59 main:574] : INFO : Epoch 1884 | loss: 0.0310735 | val_loss: 0.031179 | Time: 4035.51 ms
[2021-08-22 20:16:03 main:574] : INFO : Epoch 1885 | loss: 0.0310698 | val_loss: 0.031185 | Time: 4178.32 ms
[2021-08-22 20:16:07 main:574] : INFO : Epoch 1886 | loss: 0.0310723 | val_loss: 0.031191 | Time: 4036.53 ms
[2021-08-22 20:16:11 main:574] : INFO : Epoch 1887 | loss: 0.0310723 | val_loss: 0.0311906 | Time: 4052.87 ms
[2021-08-22 20:16:15 main:574] : INFO : Epoch 1888 | loss: 0.0310705 | val_loss: 0.0311846 | Time: 4186.22 ms
[2021-08-22 20:16:20 main:574] : INFO : Epoch 1889 | loss: 0.0310739 | val_loss: 0.0311908 | Time: 4217.58 ms
[2021-08-22 20:16:24 main:574] : INFO : Epoch 1890 | loss: 0.031077 | val_loss: 0.0311794 | Time: 4093.73 ms
[2021-08-22 20:16:28 main:574] : INFO : Epoch 1891 | loss: 0.0310783 | val_loss: 0.0311743 | Time: 4093.66 ms
[2021-08-22 20:16:32 main:574] : INFO : Epoch 1892 | loss: 0.0310773 | val_loss: 0.0312012 | Time: 4135.17 ms
[2021-08-22 20:16:36 main:574] : INFO : Epoch 1893 | loss: 0.0310755 | val_loss: 0.0311992 | Time: 4102.41 ms
[2021-08-22 20:16:40 main:574] : INFO : Epoch 1894 | loss: 0.031084 | val_loss: 0.0311948 | Time: 4086.08 ms
[2021-08-22 20:16:45 main:574] : INFO : Epoch 1895 | loss: 0.0310772 | val_loss: 0.0311845 | Time: 4113 ms
[2021-08-22 20:16:49 main:574] : INFO : Epoch 1896 | loss: 0.0310776 | val_loss: 0.0311808 | Time: 4205.53 ms
[2021-08-22 20:16:53 main:574] : INFO : Epoch 1897 | loss: 0.031073 | val_loss: 0.0311884 | Time: 4216.18 ms
[2021-08-22 20:16:57 main:574] : INFO : Epoch 1898 | loss: 0.031077 | val_loss: 0.0311767 | Time: 4200.91 ms
[2021-08-22 20:17:01 main:574] : INFO : Epoch 1899 | loss: 0.0311097 | val_loss: 0.0311711 | Time: 4122.91 ms
[2021-08-22 20:17:06 main:574] : INFO : Epoch 1900 | loss: 0.0311445 | val_loss: 0.0311688 | Time: 4291.65 ms
[2021-08-22 20:17:10 main:574] : INFO : Epoch 1901 | loss: 0.0311393 | val_loss: 0.0311718 | Time: 4222.4 ms
[2021-08-22 20:17:14 main:574] : INFO : Epoch 1902 | loss: 0.0311315 | val_loss: 0.0311626 | Time: 4177.71 ms
[2021-08-22 20:17:18 main:574] : INFO : Epoch 1903 | loss: 0.0311264 | val_loss: 0.0311675 | Time: 4132.48 ms
[2021-08-22 20:17:22 main:574] : INFO : Epoch 1904 | loss: 0.031119 | val_loss: 0.0311749 | Time: 4152.67 ms
[2021-08-22 20:17:26 main:574] : INFO : Epoch 1905 | loss: 0.0311116 | val_loss: 0.031176 | Time: 4067.64 ms
[2021-08-22 20:17:31 main:574] : INFO : Epoch 1906 | loss: 0.0311055 | val_loss: 0.0311766 | Time: 4074.2 ms
[2021-08-22 20:17:35 main:574] : INFO : Epoch 1907 | loss: 0.0311023 | val_loss: 0.0311756 | Time: 4066.76 ms
[2021-08-22 20:17:39 main:574] : INFO : Epoch 1908 | loss: 0.0311023 | val_loss: 0.0311794 | Time: 4087.76 ms
[2021-08-22 20:17:43 main:574] : INFO : Epoch 1909 | loss: 0.0310977 | val_loss: 0.0311738 | Time: 4207.36 ms
[2021-08-22 20:17:47 main:574] : INFO : Epoch 1910 | loss: 0.0310958 | val_loss: 0.0311866 | Time: 4102.93 ms
[2021-08-22 20:17:51 main:574] : INFO : Epoch 1911 | loss: 0.0310955 | val_loss: 0.0311745 | Time: 4221.87 ms
[2021-08-22 20:17:56 main:574] : INFO : Epoch 1912 | loss: 0.0310906 | val_loss: 0.031179 | Time: 4219.7 ms
[2021-08-22 20:18:00 main:574] : INFO : Epoch 1913 | loss: 0.0310863 | val_loss: 0.0311776 | Time: 4160.42 ms
[2021-08-22 20:18:04 main:574] : INFO : Epoch 1914 | loss: 0.0310882 | val_loss: 0.0311764 | Time: 4030.6 ms
[2021-08-22 20:18:08 main:574] : INFO : Epoch 1915 | loss: 0.0310897 | val_loss: 0.0311833 | Time: 4007.03 ms
[2021-08-22 20:18:12 main:574] : INFO : Epoch 1916 | loss: 0.0310868 | val_loss: 0.0311851 | Time: 4046.3 ms
[2021-08-22 20:18:16 main:574] : INFO : Epoch 1917 | loss: 0.0310861 | val_loss: 0.0311791 | Time: 4106.65 ms
[2021-08-22 20:18:20 main:574] : INFO : Epoch 1918 | loss: 0.0310918 | val_loss: 0.0311735 | Time: 4076.19 ms
[2021-08-22 20:18:24 main:574] : INFO : Epoch 1919 | loss: 0.031093 | val_loss: 0.0311704 | Time: 4083.64 ms
[2021-08-22 20:18:28 main:574] : INFO : Epoch 1920 | loss: 0.0310933 | val_loss: 0.0311783 | Time: 4056.04 ms
[2021-08-22 20:18:33 main:574] : INFO : Epoch 1921 | loss: 0.03109 | val_loss: 0.0311785 | Time: 4068.67 ms
[2021-08-22 20:18:37 main:574] : INFO : Epoch 1922 | loss: 0.0310857 | val_loss: 0.0311858 | Time: 4079.8 ms
[2021-08-22 20:18:41 main:574] : INFO : Epoch 1923 | loss: 0.0311028 | val_loss: 0.0311758 | Time: 4077.37 ms
[2021-08-22 20:18:45 main:574] : INFO : Epoch 1924 | loss: 0.0311298 | val_loss: 0.0311743 | Time: 4059.98 ms
[2021-08-22 20:18:49 main:574] : INFO : Epoch 1925 | loss: 0.031125 | val_loss: 0.0311666 | Time: 4210.95 ms
[2021-08-22 20:18:53 main:574] : INFO : Epoch 1926 | loss: 0.0311172 | val_loss: 0.031166 | Time: 4301.48 ms
[2021-08-22 20:18:58 main:574] : INFO : Epoch 1927 | loss: 0.0311169 | val_loss: 0.0311651 | Time: 4548.93 ms
[2021-08-22 20:19:02 main:574] : INFO : Epoch 1928 | loss: 0.0311139 | val_loss: 0.0311623 | Time: 4209.94 ms
[2021-08-22 20:19:06 main:574] : INFO : Epoch 1929 | loss: 0.0311089 | val_loss: 0.0311667 | Time: 4045.61 ms
[2021-08-22 20:19:10 main:574] : INFO : Epoch 1930 | loss: 0.0311067 | val_loss: 0.031163 | Time: 4130.52 ms
[2021-08-22 20:19:14 main:574] : INFO : Epoch 1931 | loss: 0.0311005 | val_loss: 0.0311739 | Time: 4131.3 ms
[2021-08-22 20:19:19 main:574] : INFO : Epoch 1932 | loss: 0.0311001 | val_loss: 0.0311719 | Time: 4153.81 ms
[2021-08-22 20:19:23 main:574] : INFO : Epoch 1933 | loss: 0.0310943 | val_loss: 0.0311759 | Time: 4268.83 ms
[2021-08-22 20:19:27 main:574] : INFO : Epoch 1934 | loss: 0.0310922 | val_loss: 0.0311709 | Time: 4320.94 ms
[2021-08-22 20:19:32 main:574] : INFO : Epoch 1935 | loss: 0.0310934 | val_loss: 0.0311674 | Time: 4248.49 ms
[2021-08-22 20:19:36 main:574] : INFO : Epoch 1936 | loss: 0.0310975 | val_loss: 0.0311807 | Time: 4066.25 ms
[2021-08-22 20:19:40 main:574] : INFO : Epoch 1937 | loss: 0.0310978 | val_loss: 0.0311717 | Time: 4321.46 ms
[2021-08-22 20:19:44 main:574] : INFO : Epoch 1938 | loss: 0.0310919 | val_loss: 0.0311744 | Time: 4155.96 ms
[2021-08-22 20:19:48 main:574] : INFO : Epoch 1939 | loss: 0.0310903 | val_loss: 0.0311764 | Time: 4064.92 ms
[2021-08-22 20:19:52 main:574] : INFO : Epoch 1940 | loss: 0.031087 | val_loss: 0.0311789 | Time: 4094.88 ms
[2021-08-22 20:19:57 main:574] : INFO : Epoch 1941 | loss: 0.0310867 | val_loss: 0.0311815 | Time: 4236.96 ms
[2021-08-22 20:20:01 main:574] : INFO : Epoch 1942 | loss: 0.0310857 | val_loss: 0.0311964 | Time: 4215.43 ms
[2021-08-22 20:20:05 main:574] : INFO : Epoch 1943 | loss: 0.0310884 | val_loss: 0.0311795 | Time: 4174.55 ms
[2021-08-22 20:20:09 main:574] : INFO : Epoch 1944 | loss: 0.0310887 | val_loss: 0.0311733 | Time: 4042.56 ms
[2021-08-22 20:20:13 main:574] : INFO : Epoch 1945 | loss: 0.0310866 | val_loss: 0.0311812 | Time: 4088.36 ms
[2021-08-22 20:20:17 main:574] : INFO : Epoch 1946 | loss: 0.0310899 | val_loss: 0.0311815 | Time: 4115.64 ms
[2021-08-22 20:20:21 main:574] : INFO : Epoch 1947 | loss: 0.0310839 | val_loss: 0.0311747 | Time: 4142.22 ms
[2021-08-22 20:20:26 main:574] : INFO : Epoch 1948 | loss: 0.0310788 | val_loss: 0.0311791 | Time: 4047.12 ms
[2021-08-22 20:20:30 main:574] : INFO : Epoch 1949 | loss: 0.031083 | val_loss: 0.0311758 | Time: 4082.12 ms
[2021-08-22 20:20:34 main:574] : INFO : Epoch 1950 | loss: 0.0310821 | val_loss: 0.0311694 | Time: 4097.01 ms
[2021-08-22 20:20:38 main:574] : INFO : Epoch 1951 | loss: 0.0310903 | val_loss: 0.0311844 | Time: 4118.07 ms
[2021-08-22 20:20:42 main:574] : INFO : Epoch 1952 | loss: 0.0310836 | val_loss: 0.0311886 | Time: 4105.99 ms
[2021-08-22 20:20:46 main:574] : INFO : Epoch 1953 | loss: 0.0310805 | val_loss: 0.0311773 | Time: 4101.29 ms
[2021-08-22 20:20:50 main:574] : INFO : Epoch 1954 | loss: 0.0310786 | val_loss: 0.0311804 | Time: 4067.16 ms
[2021-08-22 20:20:54 main:574] : INFO : Epoch 1955 | loss: 0.0310772 | val_loss: 0.0311863 | Time: 4185.57 ms
[2021-08-22 20:20:59 main:574] : INFO : Epoch 1956 | loss: 0.0310735 | val_loss: 0.0311892 | Time: 4181.77 ms
[2021-08-22 20:21:03 main:574] : INFO : Epoch 1957 | loss: 0.0310794 | val_loss: 0.031196 | Time: 4180.6 ms
[2021-08-22 20:21:07 main:574] : INFO : Epoch 1958 | loss: 0.0310869 | val_loss: 0.0311786 | Time: 4081.65 ms
[2021-08-22 20:21:11 main:574] : INFO : Epoch 1959 | loss: 0.0310945 | val_loss: 0.0311811 | Time: 4109.26 ms
[2021-08-22 20:21:15 main:574] : INFO : Epoch 1960 | loss: 0.0311243 | val_loss: 0.0311688 | Time: 4142.97 ms
[2021-08-22 20:21:19 main:574] : INFO : Epoch 1961 | loss: 0.0311169 | val_loss: 0.0311679 | Time: 4084.89 ms
[2021-08-22 20:21:23 main:574] : INFO : Epoch 1962 | loss: 0.0311113 | val_loss: 0.0311669 | Time: 4085.22 ms
[2021-08-22 20:21:28 main:574] : INFO : Epoch 1963 | loss: 0.0311063 | val_loss: 0.0311726 | Time: 4097.68 ms
[2021-08-22 20:21:32 main:574] : INFO : Epoch 1964 | loss: 0.0311003 | val_loss: 0.0311725 | Time: 4057.52 ms
[2021-08-22 20:21:36 main:574] : INFO : Epoch 1965 | loss: 0.0310991 | val_loss: 0.0311712 | Time: 4104.05 ms
[2021-08-22 20:21:40 main:574] : INFO : Epoch 1966 | loss: 0.0310972 | val_loss: 0.0311682 | Time: 4190.53 ms
[2021-08-22 20:21:44 main:574] : INFO : Epoch 1967 | loss: 0.0310967 | val_loss: 0.031167 | Time: 4158.73 ms
[2021-08-22 20:21:48 main:574] : INFO : Epoch 1968 | loss: 0.0310912 | val_loss: 0.0311742 | Time: 4206.05 ms
[2021-08-22 20:21:53 main:574] : INFO : Epoch 1969 | loss: 0.031094 | val_loss: 0.0311857 | Time: 4305.36 ms
[2021-08-22 20:21:57 main:574] : INFO : Epoch 1970 | loss: 0.0310876 | val_loss: 0.03118 | Time: 4113.99 ms
[2021-08-22 20:22:01 main:574] : INFO : Epoch 1971 | loss: 0.031086 | val_loss: 0.0311732 | Time: 4298.93 ms
[2021-08-22 20:22:05 main:574] : INFO : Epoch 1972 | loss: 0.0310861 | val_loss: 0.0311728 | Time: 4120.62 ms
[2021-08-22 20:22:10 main:574] : INFO : Epoch 1973 | loss: 0.0310864 | val_loss: 0.0311675 | Time: 4156.54 ms
[2021-08-22 20:22:14 main:574] : INFO : Epoch 1974 | loss: 0.0310871 | val_loss: 0.031175 | Time: 4111.96 ms
[2021-08-22 20:22:18 main:574] : INFO : Epoch 1975 | loss: 0.0310889 | val_loss: 0.0311697 | Time: 4181.54 ms
[2021-08-22 20:22:22 main:574] : INFO : Epoch 1976 | loss: 0.0310833 | val_loss: 0.0311979 | Time: 4025.9 ms
[2021-08-22 20:22:26 main:574] : INFO : Epoch 1977 | loss: 0.0310873 | val_loss: 0.0311697 | Time: 4222.05 ms
[2021-08-22 20:22:30 main:574] : INFO : Epoch 1978 | loss: 0.0310887 | val_loss: 0.0311813 | Time: 4258.91 ms
[2021-08-22 20:22:35 main:574] : INFO : Epoch 1979 | loss: 0.0310862 | val_loss: 0.0311755 | Time: 4117.24 ms
[2021-08-22 20:22:39 main:574] : INFO : Epoch 1980 | loss: 0.0310924 | val_loss: 0.0311677 | Time: 4117.37 ms
[2021-08-22 20:22:43 main:574] : INFO : Epoch 1981 | loss: 0.0310903 | val_loss: 0.0311758 | Time: 4104.88 ms
[2021-08-22 20:22:47 main:574] : INFO : Epoch 1982 | loss: 0.0310946 | val_loss: 0.031174 | Time: 4181.72 ms
[2021-08-22 20:22:51 main:574] : INFO : Epoch 1983 | loss: 0.031088 | val_loss: 0.0311673 | Time: 4103.96 ms
[2021-08-22 20:22:55 main:574] : INFO : Epoch 1984 | loss: 0.0310877 | val_loss: 0.031186 | Time: 4143.26 ms
[2021-08-22 20:22:59 main:574] : INFO : Epoch 1985 | loss: 0.0310964 | val_loss: 0.0311753 | Time: 4105.97 ms
[2021-08-22 20:23:04 main:574] : INFO : Epoch 1986 | loss: 0.0311001 | val_loss: 0.0311735 | Time: 4164.4 ms
[2021-08-22 20:23:08 main:574] : INFO : Epoch 1987 | loss: 0.0310998 | val_loss: 0.0311712 | Time: 4057.48 ms
[2021-08-22 20:23:12 main:574] : INFO : Epoch 1988 | loss: 0.0311072 | val_loss: 0.0311605 | Time: 4051.68 ms
[2021-08-22 20:23:16 main:574] : INFO : Epoch 1989 | loss: 0.0311049 | val_loss: 0.0311679 | Time: 4150.05 ms
[2021-08-22 20:23:20 main:574] : INFO : Epoch 1990 | loss: 0.0310962 | val_loss: 0.0311666 | Time: 4076.98 ms
[2021-08-22 20:23:24 main:574] : INFO : Epoch 1991 | loss: 0.0310912 | val_loss: 0.0311655 | Time: 4110.23 ms
[2021-08-22 20:23:28 main:574] : INFO : Epoch 1992 | loss: 0.0310894 | val_loss: 0.0311645 | Time: 4031.86 ms
[2021-08-22 20:23:32 main:574] : INFO : Epoch 1993 | loss: 0.0310876 | val_loss: 0.031174 | Time: 4079.15 ms
[2021-08-22 20:23:36 main:574] : INFO : Epoch 1994 | loss: 0.031085 | val_loss: 0.0311805 | Time: 4075.39 ms
[2021-08-22 20:23:41 main:574] : INFO : Epoch 1995 | loss: 0.0310884 | val_loss: 0.0311759 | Time: 4134.82 ms
[2021-08-22 20:23:45 main:574] : INFO : Epoch 1996 | loss: 0.0310851 | val_loss: 0.0311936 | Time: 4215.34 ms
[2021-08-22 20:23:49 main:574] : INFO : Epoch 1997 | loss: 0.0310839 | val_loss: 0.0311751 | Time: 4038.99 ms
[2021-08-22 20:23:53 main:574] : INFO : Epoch 1998 | loss: 0.0310931 | val_loss: 0.0311702 | Time: 4103.52 ms
[2021-08-22 20:23:57 main:574] : INFO : Epoch 1999 | loss: 0.0311181 | val_loss: 0.0311679 | Time: 4169.28 ms
[2021-08-22 20:24:02 main:574] : INFO : Epoch 2000 | loss: 0.0311115 | val_loss: 0.031168 | Time: 4342.25 ms
[2021-08-22 20:24:06 main:574] : INFO : Epoch 2001 | loss: 0.0311055 | val_loss: 0.0311684 | Time: 4312.31 ms
[2021-08-22 20:24:10 main:574] : INFO : Epoch 2002 | loss: 0.031123 | val_loss: 0.0311653 | Time: 4194.34 ms
[2021-08-22 20:24:14 main:574] : INFO : Epoch 2003 | loss: 0.0311147 | val_loss: 0.0311665 | Time: 4062.33 ms
[2021-08-22 20:24:18 main:574] : INFO : Epoch 2004 | loss: 0.0311118 | val_loss: 0.0311642 | Time: 4064.69 ms
[2021-08-22 20:24:22 main:574] : INFO : Epoch 2005 | loss: 0.0311121 | val_loss: 0.0311706 | Time: 4048.23 ms
[2021-08-22 20:24:26 main:574] : INFO : Epoch 2006 | loss: 0.0311024 | val_loss: 0.0311741 | Time: 4023.59 ms
[2021-08-22 20:24:30 main:574] : INFO : Epoch 2007 | loss: 0.0310959 | val_loss: 0.0311777 | Time: 4008.58 ms
[2021-08-22 20:24:35 main:574] : INFO : Epoch 2008 | loss: 0.0310919 | val_loss: 0.0311733 | Time: 4054.7 ms
[2021-08-22 20:24:39 main:574] : INFO : Epoch 2009 | loss: 0.0310893 | val_loss: 0.0311745 | Time: 4158.93 ms
[2021-08-22 20:24:43 main:574] : INFO : Epoch 2010 | loss: 0.0310915 | val_loss: 0.0311729 | Time: 4179.5 ms
[2021-08-22 20:24:47 main:574] : INFO : Epoch 2011 | loss: 0.0310906 | val_loss: 0.0311768 | Time: 4183.79 ms
[2021-08-22 20:24:51 main:574] : INFO : Epoch 2012 | loss: 0.0310891 | val_loss: 0.0311802 | Time: 4098.9 ms
[2021-08-22 20:24:55 main:574] : INFO : Epoch 2013 | loss: 0.0310906 | val_loss: 0.0311763 | Time: 4106.33 ms
[2021-08-22 20:25:00 main:574] : INFO : Epoch 2014 | loss: 0.031097 | val_loss: 0.0311761 | Time: 4193.03 ms
[2021-08-22 20:25:04 main:574] : INFO : Epoch 2015 | loss: 0.0310942 | val_loss: 0.0311761 | Time: 4167.07 ms
[2021-08-22 20:25:08 main:574] : INFO : Epoch 2016 | loss: 0.0310943 | val_loss: 0.0311684 | Time: 3964.22 ms
[2021-08-22 20:25:12 main:574] : INFO : Epoch 2017 | loss: 0.0310891 | val_loss: 0.0311734 | Time: 4086.02 ms
[2021-08-22 20:25:16 main:574] : INFO : Epoch 2018 | loss: 0.0310883 | val_loss: 0.0311738 | Time: 4150.75 ms
[2021-08-22 20:25:20 main:574] : INFO : Epoch 2019 | loss: 0.0310913 | val_loss: 0.0311856 | Time: 4073.2 ms
[2021-08-22 20:25:24 main:574] : INFO : Epoch 2020 | loss: 0.0310885 | val_loss: 0.0311857 | Time: 4061.03 ms
[2021-08-22 20:25:28 main:574] : INFO : Epoch 2021 | loss: 0.0310867 | val_loss: 0.0311799 | Time: 4191.97 ms
[2021-08-22 20:25:33 main:574] : INFO : Epoch 2022 | loss: 0.0310862 | val_loss: 0.0311826 | Time: 4187.26 ms
[2021-08-22 20:25:37 main:574] : INFO : Epoch 2023 | loss: 0.0310872 | val_loss: 0.0311792 | Time: 4314.13 ms
[2021-08-22 20:25:41 main:574] : INFO : Epoch 2024 | loss: 0.0310953 | val_loss: 0.0311671 | Time: 4115.9 ms
[2021-08-22 20:25:45 main:574] : INFO : Epoch 2025 | loss: 0.0310878 | val_loss: 0.0311667 | Time: 4211.3 ms
[2021-08-22 20:25:50 main:574] : INFO : Epoch 2026 | loss: 0.0310855 | val_loss: 0.0311723 | Time: 4224.07 ms
[2021-08-22 20:25:54 main:574] : INFO : Epoch 2027 | loss: 0.0310826 | val_loss: 0.0311779 | Time: 4067.52 ms
[2021-08-22 20:25:58 main:574] : INFO : Epoch 2028 | loss: 0.031083 | val_loss: 0.0311682 | Time: 4124.15 ms
[2021-08-22 20:26:02 main:574] : INFO : Epoch 2029 | loss: 0.0310828 | val_loss: 0.0311796 | Time: 4233.8 ms
[2021-08-22 20:26:06 main:574] : INFO : Epoch 2030 | loss: 0.0310782 | val_loss: 0.0311815 | Time: 4075.84 ms
[2021-08-22 20:26:10 main:574] : INFO : Epoch 2031 | loss: 0.0310777 | val_loss: 0.0311746 | Time: 4089.54 ms
[2021-08-22 20:26:14 main:574] : INFO : Epoch 2032 | loss: 0.0310863 | val_loss: 0.0311716 | Time: 4060.66 ms
[2021-08-22 20:26:18 main:574] : INFO : Epoch 2033 | loss: 0.03108 | val_loss: 0.0311766 | Time: 4112.55 ms
[2021-08-22 20:26:23 main:574] : INFO : Epoch 2034 | loss: 0.0310807 | val_loss: 0.0311819 | Time: 4502.87 ms
[2021-08-22 20:26:27 main:574] : INFO : Epoch 2035 | loss: 0.0310756 | val_loss: 0.0311722 | Time: 4085.2 ms
[2021-08-22 20:26:31 main:574] : INFO : Epoch 2036 | loss: 0.031074 | val_loss: 0.0311782 | Time: 4092.85 ms
[2021-08-22 20:26:35 main:574] : INFO : Epoch 2037 | loss: 0.0310759 | val_loss: 0.031177 | Time: 4100.35 ms
[2021-08-22 20:26:39 main:574] : INFO : Epoch 2038 | loss: 0.031077 | val_loss: 0.0311807 | Time: 4135.07 ms
[2021-08-22 20:26:44 main:574] : INFO : Epoch 2039 | loss: 0.0310899 | val_loss: 0.0311647 | Time: 4117.74 ms
[2021-08-22 20:26:48 main:574] : INFO : Epoch 2040 | loss: 0.0311001 | val_loss: 0.0311691 | Time: 4145.12 ms
[2021-08-22 20:26:52 main:574] : INFO : Epoch 2041 | loss: 0.0310935 | val_loss: 0.0311701 | Time: 4124.72 ms
[2021-08-22 20:26:56 main:574] : INFO : Epoch 2042 | loss: 0.0310869 | val_loss: 0.0311699 | Time: 4160.38 ms
[2021-08-22 20:27:00 main:574] : INFO : Epoch 2043 | loss: 0.0310802 | val_loss: 0.031175 | Time: 4162.83 ms
[2021-08-22 20:27:04 main:574] : INFO : Epoch 2044 | loss: 0.0310782 | val_loss: 0.0311849 | Time: 4139.81 ms
[2021-08-22 20:27:09 main:574] : INFO : Epoch 2045 | loss: 0.0310757 | val_loss: 0.0311751 | Time: 4265.91 ms
[2021-08-22 20:27:13 main:574] : INFO : Epoch 2046 | loss: 0.0310779 | val_loss: 0.0311749 | Time: 4116.29 ms
[2021-08-22 20:27:17 main:574] : INFO : Epoch 2047 | loss: 0.0310795 | val_loss: 0.0311765 | Time: 4084.42 ms
[2021-08-22 20:27:21 main:574] : INFO : Epoch 2048 | loss: 0.0310829 | val_loss: 0.0311792 | Time: 4167.28 ms
[2021-08-22 20:27:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311792
[2021-08-22 20:27:21 main:603] : INFO : Saving end state to config to file
[2021-08-22 20:27:21 main:608] : INFO : Success, exiting..
20:27:21 (7524): 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)