Task 6634413
| Name | ParityMachine-1627981436-24502-2_0 |
| Workunit | 4385840 |
| Created | 14 Aug 2021, 23:52:12 UTC |
| Sent | 22 Aug 2021, 13:20:46 UTC |
| Report deadline | 29 Aug 2021, 13:20:46 UTC |
| Received | 23 Aug 2021, 1:36:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 22 min 30 sec |
| CPU time | 2 hours 19 min 40 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: 0.0310725 | val_loss: 0.0311816 | Time: 4118.83 ms [2021-08-23 03:01:30 main:574] : INFO : Epoch 1543 | loss: 0.031069 | val_loss: 0.0311762 | Time: 4137.77 ms [2021-08-23 03:01:34 main:574] : INFO : Epoch 1544 | loss: 0.031067 | val_loss: 0.0311747 | Time: 4112.7 ms [2021-08-23 03:01:38 main:574] : INFO : Epoch 1545 | loss: 0.0310712 | val_loss: 0.0311699 | Time: 4097.56 ms [2021-08-23 03:01:43 main:574] : INFO : Epoch 1546 | loss: 0.0310645 | val_loss: 0.0311815 | Time: 4192.57 ms [2021-08-23 03:01:47 main:574] : INFO : Epoch 1547 | loss: 0.0310684 | val_loss: 0.0311868 | Time: 4094.89 ms [2021-08-23 03:01:51 main:574] : INFO : Epoch 1548 | loss: 0.0310745 | val_loss: 0.0311862 | Time: 4160.03 ms [2021-08-23 03:01:55 main:574] : INFO : Epoch 1549 | loss: 0.0310719 | val_loss: 0.0311779 | Time: 4075.98 ms [2021-08-23 03:01:59 main:574] : INFO : Epoch 1550 | loss: 0.0310687 | val_loss: 0.0311806 | Time: 4066.94 ms [2021-08-23 03:02:03 main:574] : INFO : Epoch 1551 | loss: 0.0310665 | val_loss: 0.0311822 | Time: 4016.45 ms [2021-08-23 03:02:07 main:574] : INFO : Epoch 1552 | loss: 0.0310683 | val_loss: 0.0311769 | Time: 4214.24 ms [2021-08-23 03:02:11 main:574] : INFO : Epoch 1553 | loss: 0.0310814 | val_loss: 0.0311684 | Time: 4127.08 ms [2021-08-23 03:02:16 main:574] : INFO : Epoch 1554 | loss: 0.0310874 | val_loss: 0.0311809 | Time: 4107.48 ms [2021-08-23 03:02:20 main:574] : INFO : Epoch 1555 | loss: 0.0310841 | val_loss: 0.0311774 | Time: 4222.16 ms [2021-08-23 03:02:24 main:574] : INFO : Epoch 1556 | loss: 0.0310762 | val_loss: 0.0311872 | Time: 4209.87 ms [2021-08-23 03:02:28 main:574] : INFO : Epoch 1557 | loss: 0.0310707 | val_loss: 0.0311916 | Time: 4059.47 ms [2021-08-23 03:02:32 main:574] : INFO : Epoch 1558 | loss: 0.0310709 | val_loss: 0.0311784 | Time: 4112.28 ms [2021-08-23 03:02:36 main:574] : INFO : Epoch 1559 | loss: 0.0310753 | val_loss: 0.0311716 | Time: 4155.45 ms [2021-08-23 03:02:41 main:574] : INFO : Epoch 1560 | loss: 0.0310797 | val_loss: 0.0311946 | Time: 4152.63 ms [2021-08-23 03:02:45 main:574] : INFO : Epoch 1561 | loss: 0.0310867 | val_loss: 0.0311825 | Time: 4180.77 ms [2021-08-23 03:02:49 main:574] : INFO : Epoch 1562 | loss: 0.0310967 | val_loss: 0.0311771 | Time: 4245.41 ms [2021-08-23 03:02:53 main:574] : INFO : Epoch 1563 | loss: 0.0310886 | val_loss: 0.0311746 | Time: 4227.03 ms [2021-08-23 03:02:58 main:574] : INFO : Epoch 1564 | loss: 0.0310842 | val_loss: 0.0311766 | Time: 4161.23 ms [2021-08-23 03:03:02 main:574] : INFO : Epoch 1565 | loss: 0.0310825 | val_loss: 0.0311824 | Time: 4164.43 ms [2021-08-23 03:03:06 main:574] : INFO : Epoch 1566 | loss: 0.0310942 | val_loss: 0.0311813 | Time: 4077.82 ms [2021-08-23 03:03:10 main:574] : INFO : Epoch 1567 | loss: 0.0310901 | val_loss: 0.0311807 | Time: 4073.31 ms [2021-08-23 03:03:14 main:574] : INFO : Epoch 1568 | loss: 0.0310824 | val_loss: 0.0311763 | Time: 4198.16 ms [2021-08-23 03:03:18 main:574] : INFO : Epoch 1569 | loss: 0.0310771 | val_loss: 0.0311814 | Time: 4121.81 ms [2021-08-23 03:03:22 main:574] : INFO : Epoch 1570 | loss: 0.0310771 | val_loss: 0.031185 | Time: 4097.94 ms [2021-08-23 03:03:27 main:574] : INFO : Epoch 1571 | loss: 0.0310739 | val_loss: 0.0311735 | Time: 4107.15 ms [2021-08-23 03:03:31 main:574] : INFO : Epoch 1572 | loss: 0.0310713 | val_loss: 0.0311909 | Time: 4111.28 ms [2021-08-23 03:03:35 main:574] : INFO : Epoch 1573 | loss: 0.0310712 | val_loss: 0.0311947 | Time: 4191.63 ms [2021-08-23 03:03:39 main:574] : INFO : Epoch 1574 | loss: 0.0310723 | val_loss: 0.0311837 | Time: 4152.36 ms [2021-08-23 03:03:43 main:574] : INFO : Epoch 1575 | loss: 0.031074 | val_loss: 0.0311795 | Time: 4093.41 ms [2021-08-23 03:03:47 main:574] : INFO : Epoch 1576 | loss: 0.0310697 | val_loss: 0.0311718 | Time: 4152.06 ms [2021-08-23 03:03:51 main:574] : INFO : Epoch 1577 | loss: 0.0310726 | val_loss: 0.0311777 | Time: 4090.98 ms [2021-08-23 03:03:56 main:574] : INFO : Epoch 1578 | loss: 0.0310688 | val_loss: 0.0311861 | Time: 4151.03 ms [2021-08-23 03:04:00 main:574] : INFO : Epoch 1579 | loss: 0.0310648 | val_loss: 0.0311857 | Time: 4193.66 ms [2021-08-23 03:04:04 main:574] : INFO : Epoch 1580 | loss: 0.0310712 | val_loss: 0.0311838 | Time: 4065.36 ms [2021-08-23 03:04:08 main:574] : INFO : Epoch 1581 | loss: 0.0310747 | val_loss: 0.0311775 | Time: 4087.02 ms [2021-08-23 03:04:12 main:574] : INFO : Epoch 1582 | loss: 0.0310758 | val_loss: 0.0311761 | Time: 4034.34 ms [2021-08-23 03:04:16 main:574] : INFO : Epoch 1583 | loss: 0.0310746 | val_loss: 0.031177 | Time: 4129.03 ms [2021-08-23 03:04:20 main:574] : INFO : Epoch 1584 | loss: 0.0310763 | val_loss: 0.0311699 | Time: 4056.55 ms [2021-08-23 03:04:24 main:574] : INFO : Epoch 1585 | loss: 0.0310842 | val_loss: 0.0311798 | Time: 4044.02 ms [2021-08-23 03:04:28 main:574] : INFO : Epoch 1586 | loss: 0.0310975 | val_loss: 0.0311771 | Time: 4060.41 ms [2021-08-23 03:04:33 main:574] : INFO : Epoch 1587 | loss: 0.0310911 | val_loss: 0.0311657 | Time: 4081.82 ms [2021-08-23 03:04:37 main:574] : INFO : Epoch 1588 | loss: 0.0310871 | val_loss: 0.0311862 | Time: 4063.68 ms [2021-08-23 03:04:41 main:574] : INFO : Epoch 1589 | loss: 0.0310806 | val_loss: 0.031166 | Time: 4051.12 ms [2021-08-23 03:04:45 main:574] : INFO : Epoch 1590 | loss: 0.0310808 | val_loss: 0.0311871 | Time: 4101.72 ms [2021-08-23 03:04:49 main:574] : INFO : Epoch 1591 | loss: 0.0310828 | val_loss: 0.0311812 | Time: 4177.35 ms [2021-08-23 03:04:53 main:574] : INFO : Epoch 1592 | loss: 0.0310951 | val_loss: 0.0311761 | Time: 4146.09 ms [2021-08-23 03:04:57 main:574] : INFO : Epoch 1593 | loss: 0.0311035 | val_loss: 0.031176 | Time: 4148.22 ms [2021-08-23 03:05:02 main:574] : INFO : Epoch 1594 | loss: 0.0310952 | val_loss: 0.0311808 | Time: 4265.07 ms [2021-08-23 03:05:06 main:574] : INFO : Epoch 1595 | loss: 0.0310888 | val_loss: 0.0311702 | Time: 4085.02 ms [2021-08-23 03:05:10 main:574] : INFO : Epoch 1596 | loss: 0.0310835 | val_loss: 0.0311804 | Time: 4099.5 ms [2021-08-23 03:05:14 main:574] : INFO : Epoch 1597 | loss: 0.0310841 | val_loss: 0.0311936 | Time: 4125.98 ms [2021-08-23 03:05:18 main:574] : INFO : Epoch 1598 | loss: 0.0310857 | val_loss: 0.0311703 | Time: 4051.74 ms [2021-08-23 03:05:22 main:574] : INFO : Epoch 1599 | loss: 0.0310855 | val_loss: 0.031176 | Time: 4173.86 ms [2021-08-23 03:05:27 main:574] : INFO : Epoch 1600 | loss: 0.0310916 | val_loss: 0.0311751 | Time: 4163.35 ms [2021-08-23 03:05:31 main:574] : INFO : Epoch 1601 | loss: 0.0310824 | val_loss: 0.0311774 | Time: 4168.11 ms [2021-08-23 03:05:35 main:574] : INFO : Epoch 1602 | loss: 0.0310894 | val_loss: 0.0311694 | Time: 4031.21 ms [2021-08-23 03:05:39 main:574] : INFO : Epoch 1603 | loss: 0.0310865 | val_loss: 0.0311809 | Time: 4115.46 ms [2021-08-23 03:05:43 main:574] : INFO : Epoch 1604 | loss: 0.0310801 | val_loss: 0.0311749 | Time: 4212.84 ms [2021-08-23 03:05:47 main:574] : INFO : Epoch 1605 | loss: 0.0310753 | val_loss: 0.0311746 | Time: 4060.18 ms [2021-08-23 03:05:51 main:574] : INFO : Epoch 1606 | loss: 0.0310703 | val_loss: 0.0311793 | Time: 4076.02 ms [2021-08-23 03:05:55 main:574] : INFO : Epoch 1607 | loss: 0.0310724 | val_loss: 0.0311714 | Time: 4127.97 ms [2021-08-23 03:06:00 main:574] : INFO : Epoch 1608 | loss: 0.0310698 | val_loss: 0.031174 | Time: 4171.87 ms [2021-08-23 03:06:04 main:574] : INFO : Epoch 1609 | loss: 0.031072 | val_loss: 0.0311764 | Time: 4045.56 ms [2021-08-23 03:06:08 main:574] : INFO : Epoch 1610 | loss: 0.0310772 | val_loss: 0.0311654 | Time: 4029.8 ms [2021-08-23 03:06:12 main:574] : INFO : Epoch 1611 | loss: 0.0310857 | val_loss: 0.0311764 | Time: 4100.89 ms [2021-08-23 03:06:16 main:574] : INFO : Epoch 1612 | loss: 0.0310836 | val_loss: 0.031182 | Time: 4037.9 ms [2021-08-23 03:06:20 main:574] : INFO : Epoch 1613 | loss: 0.0310797 | val_loss: 0.0311815 | Time: 4090.5 ms [2021-08-23 03:06:24 main:574] : INFO : Epoch 1614 | loss: 0.0310746 | val_loss: 0.031183 | Time: 4310.81 ms [2021-08-23 03:06:28 main:574] : INFO : Epoch 1615 | loss: 0.0310728 | val_loss: 0.0311868 | Time: 4097.7 ms [2021-08-23 03:06:33 main:574] : INFO : Epoch 1616 | loss: 0.0310728 | val_loss: 0.0311746 | Time: 4243.12 ms [2021-08-23 03:06:37 main:574] : INFO : Epoch 1617 | loss: 0.0310736 | val_loss: 0.0311729 | Time: 4376.52 ms [2021-08-23 03:06:41 main:574] : INFO : Epoch 1618 | loss: 0.0310705 | val_loss: 0.0311792 | Time: 4110.32 ms [2021-08-23 03:06:45 main:574] : INFO : Epoch 1619 | loss: 0.0310701 | val_loss: 0.031167 | Time: 4137.33 ms [2021-08-23 03:06:50 main:574] : INFO : Epoch 1620 | loss: 0.03108 | val_loss: 0.0311742 | Time: 4174.17 ms [2021-08-23 03:06:54 main:574] : INFO : Epoch 1621 | loss: 0.0310799 | val_loss: 0.0311737 | Time: 4174.26 ms [2021-08-23 03:06:58 main:574] : INFO : Epoch 1622 | loss: 0.0310763 | val_loss: 0.0311829 | Time: 4114.93 ms [2021-08-23 03:07:02 main:574] : INFO : Epoch 1623 | loss: 0.0310762 | val_loss: 0.0311834 | Time: 4056.84 ms [2021-08-23 03:07:06 main:574] : INFO : Epoch 1624 | loss: 0.0310696 | val_loss: 0.0311881 | Time: 4074.86 ms [2021-08-23 03:07:10 main:574] : INFO : Epoch 1625 | loss: 0.0310696 | val_loss: 0.0311785 | Time: 4176.43 ms [2021-08-23 03:07:14 main:574] : INFO : Epoch 1626 | loss: 0.0310697 | val_loss: 0.0311777 | Time: 4100.97 ms [2021-08-23 03:07:19 main:574] : INFO : Epoch 1627 | loss: 0.0310665 | val_loss: 0.0311752 | Time: 4094 ms [2021-08-23 03:07:23 main:574] : INFO : Epoch 1628 | loss: 0.0310686 | val_loss: 0.031173 | Time: 4130.16 ms [2021-08-23 03:07:27 main:574] : INFO : Epoch 1629 | loss: 0.031068 | val_loss: 0.0311883 | Time: 4149.49 ms [2021-08-23 03:07:31 main:574] : INFO : Epoch 1630 | loss: 0.0310669 | val_loss: 0.0311857 | Time: 4137.67 ms [2021-08-23 03:07:35 main:574] : INFO : Epoch 1631 | loss: 0.0310687 | val_loss: 0.0311826 | Time: 4334.76 ms [2021-08-23 03:07:40 main:574] : INFO : Epoch 1632 | loss: 0.03107 | val_loss: 0.0311692 | Time: 4155.97 ms [2021-08-23 03:07:44 main:574] : INFO : Epoch 1633 | loss: 0.0310665 | val_loss: 0.0311748 | Time: 4312.47 ms [2021-08-23 03:07:48 main:574] : INFO : Epoch 1634 | loss: 0.0310645 | val_loss: 0.0311727 | Time: 4132.13 ms [2021-08-23 03:07:52 main:574] : INFO : Epoch 1635 | loss: 0.0310686 | val_loss: 0.0311805 | Time: 4228.79 ms [2021-08-23 03:07:57 main:574] : INFO : Epoch 1636 | loss: 0.0310807 | val_loss: 0.0311761 | Time: 4250.89 ms [2021-08-23 03:08:01 main:574] : INFO : Epoch 1637 | loss: 0.0310775 | val_loss: 0.0311765 | Time: 4161.47 ms [2021-08-23 03:08:05 main:574] : INFO : Epoch 1638 | loss: 0.0310733 | val_loss: 0.0311785 | Time: 4066.93 ms [2021-08-23 03:08:09 main:574] : INFO : Epoch 1639 | loss: 0.0310709 | val_loss: 0.0311873 | Time: 4060.14 ms [2021-08-23 03:08:13 main:574] : INFO : Epoch 1640 | loss: 0.0310739 | val_loss: 0.0311825 | Time: 4093.11 ms [2021-08-23 03:08:17 main:574] : INFO : Epoch 1641 | loss: 0.0310861 | val_loss: 0.0311787 | Time: 4040.52 ms [2021-08-23 03:08:21 main:574] : INFO : Epoch 1642 | loss: 0.0310852 | val_loss: 0.0311828 | Time: 4070.81 ms [2021-08-23 03:08:25 main:574] : INFO : Epoch 1643 | loss: 0.0310785 | val_loss: 0.0311767 | Time: 4114.74 ms [2021-08-23 03:08:29 main:574] : INFO : Epoch 1644 | loss: 0.0310774 | val_loss: 0.031174 | Time: 4037.26 ms [2021-08-23 03:08:34 main:574] : INFO : Epoch 1645 | loss: 0.0310776 | val_loss: 0.0311776 | Time: 4136.11 ms [2021-08-23 03:08:38 main:574] : INFO : Epoch 1646 | loss: 0.0310753 | val_loss: 0.031183 | Time: 4201.66 ms [2021-08-23 03:08:42 main:574] : INFO : Epoch 1647 | loss: 0.0310717 | val_loss: 0.0311782 | Time: 4131.61 ms [2021-08-23 03:08:46 main:574] : INFO : Epoch 1648 | loss: 0.0310782 | val_loss: 0.0311718 | Time: 4117.77 ms [2021-08-23 03:08:50 main:574] : INFO : Epoch 1649 | loss: 0.0310733 | val_loss: 0.0311646 | Time: 4240.51 ms [2021-08-23 03:08:54 main:574] : INFO : Epoch 1650 | loss: 0.0310706 | val_loss: 0.0311708 | Time: 4112.98 ms [2021-08-23 03:08:59 main:574] : INFO : Epoch 1651 | loss: 0.0310684 | val_loss: 0.03118 | Time: 4262.79 ms [2021-08-23 03:09:03 main:574] : INFO : Epoch 1652 | loss: 0.0310756 | val_loss: 0.0311911 | Time: 4090.95 ms [2021-08-23 03:09:07 main:574] : INFO : Epoch 1653 | loss: 0.0310755 | val_loss: 0.031178 | Time: 4118.15 ms [2021-08-23 03:09:11 main:574] : INFO : Epoch 1654 | loss: 0.0310689 | val_loss: 0.0311768 | Time: 4070.79 ms [2021-08-23 03:09:15 main:574] : INFO : Epoch 1655 | loss: 0.0310676 | val_loss: 0.031188 | Time: 4121.55 ms [2021-08-23 03:09:19 main:574] : INFO : Epoch 1656 | loss: 0.0310691 | val_loss: 0.0311905 | Time: 4145.18 ms [2021-08-23 03:09:24 main:574] : INFO : Epoch 1657 | loss: 0.0310702 | val_loss: 0.0311809 | Time: 4103.55 ms [2021-08-23 03:09:28 main:574] : INFO : Epoch 1658 | loss: 0.0310733 | val_loss: 0.0311795 | Time: 4110.36 ms [2021-08-23 03:09:32 main:574] : INFO : Epoch 1659 | loss: 0.0310723 | val_loss: 0.0311728 | Time: 4134.45 ms [2021-08-23 03:09:36 main:574] : INFO : Epoch 1660 | loss: 0.0310782 | val_loss: 0.0311789 | Time: 4099.44 ms [2021-08-23 03:09:40 main:574] : INFO : Epoch 1661 | loss: 0.0310713 | val_loss: 0.0311825 | Time: 4199.79 ms [2021-08-23 03:09:44 main:574] : INFO : Epoch 1662 | loss: 0.0310686 | val_loss: 0.0311795 | Time: 4136.44 ms [2021-08-23 03:09:49 main:574] : INFO : Epoch 1663 | loss: 0.0310703 | val_loss: 0.0311756 | Time: 4176.35 ms [2021-08-23 03:09:53 main:574] : INFO : Epoch 1664 | loss: 0.0310687 | val_loss: 0.0311749 | Time: 4132.06 ms [2021-08-23 03:09:57 main:574] : INFO : Epoch 1665 | loss: 0.0310678 | val_loss: 0.0311832 | Time: 4131.68 ms [2021-08-23 03:10:01 main:574] : INFO : Epoch 1666 | loss: 0.0310678 | val_loss: 0.0311911 | Time: 4255.09 ms [2021-08-23 03:10:05 main:574] : INFO : Epoch 1667 | loss: 0.0310709 | val_loss: 0.0311759 | Time: 4105.9 ms [2021-08-23 03:10:09 main:574] : INFO : Epoch 1668 | loss: 0.031072 | val_loss: 0.0311837 | Time: 4058.04 ms [2021-08-23 03:10:13 main:574] : INFO : Epoch 1669 | loss: 0.0310724 | val_loss: 0.0311784 | Time: 4009.43 ms [2021-08-23 03:10:17 main:574] : INFO : Epoch 1670 | loss: 0.0310679 | val_loss: 0.0311829 | Time: 4136.72 ms [2021-08-23 03:10:22 main:574] : INFO : Epoch 1671 | loss: 0.0310656 | val_loss: 0.0311818 | Time: 4080.1 ms [2021-08-23 03:10:26 main:574] : INFO : Epoch 1672 | loss: 0.0310678 | val_loss: 0.0311818 | Time: 4086.81 ms [2021-08-23 03:10:30 main:574] : INFO : Epoch 1673 | loss: 0.0310697 | val_loss: 0.0311786 | Time: 4087.79 ms [2021-08-23 03:10:34 main:574] : INFO : Epoch 1674 | loss: 0.0310731 | val_loss: 0.0311728 | Time: 4058.04 ms [2021-08-23 03:10:38 main:574] : INFO : Epoch 1675 | loss: 0.0310693 | val_loss: 0.0311675 | Time: 4117.63 ms [2021-08-23 03:10:42 main:574] : INFO : Epoch 1676 | loss: 0.0310814 | val_loss: 0.0311774 | Time: 4093.72 ms [2021-08-23 03:10:46 main:574] : INFO : Epoch 1677 | loss: 0.0310759 | val_loss: 0.0311761 | Time: 4047.72 ms [2021-08-23 03:10:50 main:574] : INFO : Epoch 1678 | loss: 0.0310787 | val_loss: 0.0311771 | Time: 4126.37 ms [2021-08-23 03:10:55 main:574] : INFO : Epoch 1679 | loss: 0.0310832 | val_loss: 0.0311708 | Time: 4163.99 ms [2021-08-23 03:10:59 main:574] : INFO : Epoch 1680 | loss: 0.0310755 | val_loss: 0.0311689 | Time: 4203.1 ms [2021-08-23 03:11:03 main:574] : INFO : Epoch 1681 | loss: 0.0310718 | val_loss: 0.0311655 | Time: 4124.5 ms [2021-08-23 03:11:07 main:574] : INFO : Epoch 1682 | loss: 0.0310689 | val_loss: 0.0311719 | Time: 4109.54 ms [2021-08-23 03:11:11 main:574] : INFO : Epoch 1683 | loss: 0.0310719 | val_loss: 0.0311749 | Time: 4164.56 ms [2021-08-23 03:11:15 main:574] : INFO : Epoch 1684 | loss: 0.0310819 | val_loss: 0.0311665 | Time: 4091.85 ms [2021-08-23 03:11:19 main:574] : INFO : Epoch 1685 | loss: 0.0310835 | val_loss: 0.0311741 | Time: 4074.82 ms [2021-08-23 03:11:24 main:574] : INFO : Epoch 1686 | loss: 0.0310813 | val_loss: 0.0311634 | Time: 4085.46 ms [2021-08-23 03:11:28 main:574] : INFO : Epoch 1687 | loss: 0.0310814 | val_loss: 0.0311757 | Time: 4075.35 ms [2021-08-23 03:11:32 main:574] : INFO : Epoch 1688 | loss: 0.0310801 | val_loss: 0.0311703 | Time: 4052.02 ms [2021-08-23 03:11:36 main:574] : INFO : Epoch 1689 | loss: 0.0310789 | val_loss: 0.0311716 | Time: 3989.93 ms [2021-08-23 03:11:40 main:574] : INFO : Epoch 1690 | loss: 0.0310874 | val_loss: 0.0311774 | Time: 4244.46 ms [2021-08-23 03:11:44 main:574] : INFO : Epoch 1691 | loss: 0.0310962 | val_loss: 0.0311716 | Time: 4144.6 ms [2021-08-23 03:11:48 main:574] : INFO : Epoch 1692 | loss: 0.0310878 | val_loss: 0.0311723 | Time: 4233.69 ms [2021-08-23 03:11:52 main:574] : INFO : Epoch 1693 | loss: 0.03108 | val_loss: 0.0311815 | Time: 4073.91 ms [2021-08-23 03:11:57 main:574] : INFO : Epoch 1694 | loss: 0.0310804 | val_loss: 0.031176 | Time: 4077.17 ms [2021-08-23 03:12:01 main:574] : INFO : Epoch 1695 | loss: 0.0310877 | val_loss: 0.0311732 | Time: 4196.27 ms [2021-08-23 03:12:05 main:574] : INFO : Epoch 1696 | loss: 0.0310834 | val_loss: 0.0311753 | Time: 4145.83 ms [2021-08-23 03:12:09 main:574] : INFO : Epoch 1697 | loss: 0.0310805 | val_loss: 0.0311774 | Time: 4112.35 ms [2021-08-23 03:12:13 main:574] : INFO : Epoch 1698 | loss: 0.0310782 | val_loss: 0.0311828 | Time: 4025.67 ms [2021-08-23 03:12:17 main:574] : INFO : Epoch 1699 | loss: 0.0310756 | val_loss: 0.031177 | Time: 4096.56 ms [2021-08-23 03:12:21 main:574] : INFO : Epoch 1700 | loss: 0.0310738 | val_loss: 0.0311765 | Time: 4109.96 ms [2021-08-23 03:12:25 main:574] : INFO : Epoch 1701 | loss: 0.0310754 | val_loss: 0.0311844 | Time: 4026.25 ms [2021-08-23 03:12:30 main:574] : INFO : Epoch 1702 | loss: 0.0310932 | val_loss: 0.0311947 | Time: 4072.97 ms [2021-08-23 03:12:34 main:574] : INFO : Epoch 1703 | loss: 0.0310838 | val_loss: 0.0311775 | Time: 4072.75 ms [2021-08-23 03:12:38 main:574] : INFO : Epoch 1704 | loss: 0.0310869 | val_loss: 0.0311718 | Time: 4144.17 ms [2021-08-23 03:12:42 main:574] : INFO : Epoch 1705 | loss: 0.0310802 | val_loss: 0.0311808 | Time: 4125.04 ms [2021-08-23 03:12:46 main:574] : INFO : Epoch 1706 | loss: 0.0310764 | val_loss: 0.031179 | Time: 4033.73 ms [2021-08-23 03:12:50 main:574] : INFO : Epoch 1707 | loss: 0.0310707 | val_loss: 0.0311861 | Time: 4189.84 ms [2021-08-23 03:12:54 main:574] : INFO : Epoch 1708 | loss: 0.0310804 | val_loss: 0.031177 | Time: 4049.28 ms [2021-08-23 03:12:58 main:574] : INFO : Epoch 1709 | loss: 0.0310952 | val_loss: 0.0311954 | Time: 4093.98 ms [2021-08-23 03:13:03 main:574] : INFO : Epoch 1710 | loss: 0.0310754 | val_loss: 0.0311865 | Time: 4132.96 ms [2021-08-23 03:13:07 main:574] : INFO : Epoch 1711 | loss: 0.0310659 | val_loss: 0.0311771 | Time: 4086.38 ms [2021-08-23 03:13:11 main:574] : INFO : Epoch 1712 | loss: 0.0310855 | val_loss: 0.031181 | Time: 4093.17 ms [2021-08-23 03:13:15 main:574] : INFO : Epoch 1713 | loss: 0.0311128 | val_loss: 0.0311817 | Time: 4107.08 ms [2021-08-23 03:13:19 main:574] : INFO : Epoch 1714 | loss: 0.0311144 | val_loss: 0.0311756 | Time: 4039.31 ms [2021-08-23 03:13:23 main:574] : INFO : Epoch 1715 | loss: 0.0311034 | val_loss: 0.0311696 | Time: 4056.64 ms [2021-08-23 03:13:27 main:574] : INFO : Epoch 1716 | loss: 0.0310962 | val_loss: 0.0311708 | Time: 4035.01 ms [2021-08-23 03:13:31 main:574] : INFO : Epoch 1717 | loss: 0.0310919 | val_loss: 0.031172 | Time: 4144.51 ms [2021-08-23 03:13:35 main:574] : INFO : Epoch 1718 | loss: 0.0310861 | val_loss: 0.0311717 | Time: 4042.3 ms [2021-08-23 03:13:39 main:574] : INFO : Epoch 1719 | loss: 0.0310812 | val_loss: 0.0311905 | Time: 4148.49 ms [2021-08-23 03:13:44 main:574] : INFO : Epoch 1720 | loss: 0.031078 | val_loss: 0.0311745 | Time: 4157.05 ms [2021-08-23 03:13:48 main:574] : INFO : Epoch 1721 | loss: 0.0310778 | val_loss: 0.0311806 | Time: 4049.65 ms [2021-08-23 03:13:52 main:574] : INFO : Epoch 1722 | loss: 0.0310846 | val_loss: 0.0311797 | Time: 4174.27 ms [2021-08-23 03:13:56 main:574] : INFO : Epoch 1723 | loss: 0.0311247 | val_loss: 0.0311701 | Time: 4099.38 ms [2021-08-23 03:14:00 main:574] : INFO : Epoch 1724 | loss: 0.0311222 | val_loss: 0.0311704 | Time: 4248.01 ms [2021-08-23 03:14:04 main:574] : INFO : Epoch 1725 | loss: 0.031116 | val_loss: 0.0311714 | Time: 4027.37 ms [2021-08-23 03:14:08 main:574] : INFO : Epoch 1726 | loss: 0.0311101 | val_loss: 0.0311693 | Time: 4054.19 ms [2021-08-23 03:14:12 main:574] : INFO : Epoch 1727 | loss: 0.0311035 | val_loss: 0.0311709 | Time: 4058.76 ms [2021-08-23 03:14:17 main:574] : INFO : Epoch 1728 | loss: 0.0310985 | val_loss: 0.0311699 | Time: 4051.86 ms [2021-08-23 03:14:21 main:574] : INFO : Epoch 1729 | loss: 0.0311038 | val_loss: 0.0311687 | Time: 4176.93 ms [2021-08-23 03:14:25 main:574] : INFO : Epoch 1730 | loss: 0.031103 | val_loss: 0.0311674 | Time: 4114.58 ms [2021-08-23 03:14:29 main:574] : INFO : Epoch 1731 | loss: 0.0310982 | val_loss: 0.0311685 | Time: 4047.05 ms [2021-08-23 03:14:33 main:574] : INFO : Epoch 1732 | loss: 0.0310943 | val_loss: 0.0311678 | Time: 4042.01 ms [2021-08-23 03:14:37 main:574] : INFO : Epoch 1733 | loss: 0.0310962 | val_loss: 0.0311702 | Time: 4107.27 ms [2021-08-23 03:14:41 main:574] : INFO : Epoch 1734 | loss: 0.0310913 | val_loss: 0.031181 | Time: 4231.73 ms [2021-08-23 03:14:46 main:574] : INFO : Epoch 1735 | loss: 0.0310897 | val_loss: 0.0311767 | Time: 4145.83 ms [2021-08-23 03:14:50 main:574] : INFO : Epoch 1736 | loss: 0.0310863 | val_loss: 0.0311724 | Time: 4137.48 ms [2021-08-23 03:14:54 main:574] : INFO : Epoch 1737 | loss: 0.0310918 | val_loss: 0.0311806 | Time: 4160.15 ms [2021-08-23 03:14:58 main:574] : INFO : Epoch 1738 | loss: 0.0310887 | val_loss: 0.0311683 | Time: 4231.85 ms [2021-08-23 03:15:02 main:574] : INFO : Epoch 1739 | loss: 0.0310852 | val_loss: 0.0311833 | Time: 4163.94 ms [2021-08-23 03:15:07 main:574] : INFO : Epoch 1740 | loss: 0.0310843 | val_loss: 0.0311769 | Time: 4138.04 ms [2021-08-23 03:15:11 main:574] : INFO : Epoch 1741 | loss: 0.0310908 | val_loss: 0.0311737 | Time: 4103.86 ms [2021-08-23 03:15:15 main:574] : INFO : Epoch 1742 | loss: 0.031082 | val_loss: 0.0311763 | Time: 4140.71 ms [2021-08-23 03:15:19 main:574] : INFO : Epoch 1743 | loss: 0.0310769 | val_loss: 0.0311766 | Time: 4135.41 ms [2021-08-23 03:15:23 main:574] : INFO : Epoch 1744 | loss: 0.0310748 | val_loss: 0.0311812 | Time: 4115.78 ms [2021-08-23 03:15:27 main:574] : INFO : Epoch 1745 | loss: 0.0310758 | val_loss: 0.0311751 | Time: 4165.73 ms [2021-08-23 03:15:31 main:574] : INFO : Epoch 1746 | loss: 0.0310753 | val_loss: 0.031183 | Time: 4102.63 ms [2021-08-23 03:15:36 main:574] : INFO : Epoch 1747 | loss: 0.031073 | val_loss: 0.0311759 | Time: 4063.96 ms [2021-08-23 03:15:40 main:574] : INFO : Epoch 1748 | loss: 0.0310713 | val_loss: 0.0311799 | Time: 4121.32 ms [2021-08-23 03:15:44 main:574] : INFO : Epoch 1749 | loss: 0.0310728 | val_loss: 0.0311709 | Time: 4206.48 ms [2021-08-23 03:15:48 main:574] : INFO : Epoch 1750 | loss: 0.0310807 | val_loss: 0.0311666 | Time: 4288.04 ms [2021-08-23 03:15:52 main:574] : INFO : Epoch 1751 | loss: 0.0310745 | val_loss: 0.0311739 | Time: 4174.25 ms [2021-08-23 03:15:57 main:574] : INFO : Epoch 1752 | loss: 0.0310744 | val_loss: 0.0311773 | Time: 4122.13 ms [2021-08-23 03:16:01 main:574] : INFO : Epoch 1753 | loss: 0.0310744 | val_loss: 0.0311724 | Time: 4184.31 ms [2021-08-23 03:16:05 main:574] : INFO : Epoch 1754 | loss: 0.0310791 | val_loss: 0.0311682 | Time: 4161.78 ms [2021-08-23 03:16:09 main:574] : INFO : Epoch 1755 | loss: 0.0310778 | val_loss: 0.0311687 | Time: 4076.75 ms [2021-08-23 03:16:13 main:574] : INFO : Epoch 1756 | loss: 0.0310828 | val_loss: 0.0311784 | Time: 4057.29 ms [2021-08-23 03:16:17 main:574] : INFO : Epoch 1757 | loss: 0.031079 | val_loss: 0.0311762 | Time: 4131.75 ms [2021-08-23 03:16:21 main:574] : INFO : Epoch 1758 | loss: 0.0310779 | val_loss: 0.0311744 | Time: 4089.29 ms [2021-08-23 03:16:25 main:574] : INFO : Epoch 1759 | loss: 0.0310711 | val_loss: 0.0311788 | Time: 4076.24 ms [2021-08-23 03:16:30 main:574] : INFO : Epoch 1760 | loss: 0.0310659 | val_loss: 0.0311768 | Time: 4078.6 ms [2021-08-23 03:16:34 main:574] : INFO : Epoch 1761 | loss: 0.0310668 | val_loss: 0.0311823 | Time: 4084.9 ms [2021-08-23 03:16:38 main:574] : INFO : Epoch 1762 | loss: 0.031068 | val_loss: 0.0311758 | Time: 4142.58 ms [2021-08-23 03:16:42 main:574] : INFO : Epoch 1763 | loss: 0.031069 | val_loss: 0.0311896 | Time: 4089.28 ms [2021-08-23 03:16:46 main:574] : INFO : Epoch 1764 | loss: 0.0310747 | val_loss: 0.0311736 | Time: 4209.55 ms [2021-08-23 03:16:50 main:574] : INFO : Epoch 1765 | loss: 0.0310783 | val_loss: 0.0311697 | Time: 4206.66 ms [2021-08-23 03:16:55 main:574] : INFO : Epoch 1766 | loss: 0.0310737 | val_loss: 0.0311809 | Time: 4444.89 ms [2021-08-23 03:16:59 main:574] : INFO : Epoch 1767 | loss: 0.0310723 | val_loss: 0.031178 | Time: 4231.16 ms [2021-08-23 03:17:03 main:574] : INFO : Epoch 1768 | loss: 0.0310695 | val_loss: 0.0311893 | Time: 4091.14 ms [2021-08-23 03:17:07 main:574] : INFO : Epoch 1769 | loss: 0.0310665 | val_loss: 0.031183 | Time: 4199.87 ms [2021-08-23 03:17:12 main:574] : INFO : Epoch 1770 | loss: 0.0310632 | val_loss: 0.0311785 | Time: 4067.69 ms [2021-08-23 03:17:16 main:574] : INFO : Epoch 1771 | loss: 0.0310646 | val_loss: 0.0311904 | Time: 4136.82 ms [2021-08-23 03:17:20 main:574] : INFO : Epoch 1772 | loss: 0.0310835 | val_loss: 0.0311765 | Time: 4094.62 ms [2021-08-23 03:17:24 main:574] : INFO : Epoch 1773 | loss: 0.0311008 | val_loss: 0.031182 | Time: 4135.89 ms [2021-08-23 03:17:28 main:574] : INFO : Epoch 1774 | loss: 0.0310881 | val_loss: 0.0311689 | Time: 4433.58 ms [2021-08-23 03:17:33 main:574] : INFO : Epoch 1775 | loss: 0.0310831 | val_loss: 0.0311844 | Time: 4739.6 ms [2021-08-23 03:17:38 main:574] : INFO : Epoch 1776 | loss: 0.0310848 | val_loss: 0.0311698 | Time: 4416.37 ms [2021-08-23 03:17:42 main:574] : INFO : Epoch 1777 | loss: 0.0310837 | val_loss: 0.0311689 | Time: 4187.25 ms [2021-08-23 03:17:46 main:574] : INFO : Epoch 1778 | loss: 0.0310843 | val_loss: 0.0311701 | Time: 4263.92 ms [2021-08-23 03:17:50 main:574] : INFO : Epoch 1779 | loss: 0.0310764 | val_loss: 0.0311726 | Time: 4112.94 ms [2021-08-23 03:17:54 main:574] : INFO : Epoch 1780 | loss: 0.0310748 | val_loss: 0.0311682 | Time: 4129.44 ms [2021-08-23 03:17:59 main:574] : INFO : Epoch 1781 | loss: 0.031073 | val_loss: 0.0311698 | Time: 4168.34 ms [2021-08-23 03:18:03 main:574] : INFO : Epoch 1782 | loss: 0.0310737 | val_loss: 0.0311705 | Time: 4252.14 ms [2021-08-23 03:18:07 main:574] : INFO : Epoch 1783 | loss: 0.031071 | val_loss: 0.0311706 | Time: 4095.32 ms [2021-08-23 03:18:11 main:574] : INFO : Epoch 1784 | loss: 0.0310675 | val_loss: 0.0311708 | Time: 4121.33 ms [2021-08-23 03:18:15 main:574] : INFO : Epoch 1785 | loss: 0.0310642 | val_loss: 0.0311802 | Time: 4109.15 ms [2021-08-23 03:18:19 main:574] : INFO : Epoch 1786 | loss: 0.0310735 | val_loss: 0.0311787 | Time: 4089.08 ms [2021-08-23 03:18:23 main:574] : INFO : Epoch 1787 | loss: 0.0310678 | val_loss: 0.0311827 | Time: 4109.59 ms [2021-08-23 03:18:28 main:574] : INFO : Epoch 1788 | loss: 0.031066 | val_loss: 0.0311758 | Time: 4073.74 ms [2021-08-23 03:18:32 main:574] : INFO : Epoch 1789 | loss: 0.0310748 | val_loss: 0.0311705 | Time: 4074.95 ms [2021-08-23 03:18:36 main:574] : INFO : Epoch 1790 | loss: 0.0310739 | val_loss: 0.0311844 | Time: 4078.7 ms [2021-08-23 03:18:40 main:574] : INFO : Epoch 1791 | loss: 0.0310795 | val_loss: 0.0311855 | Time: 4152.34 ms [2021-08-23 03:18:44 main:574] : INFO : Epoch 1792 | loss: 0.0310843 | val_loss: 0.0311673 | Time: 4165.52 ms [2021-08-23 03:18:48 main:574] : INFO : Epoch 1793 | loss: 0.0310754 | val_loss: 0.0311855 | Time: 4148.71 ms [2021-08-23 03:18:52 main:574] : INFO : Epoch 1794 | loss: 0.0310701 | val_loss: 0.031173 | Time: 4176.91 ms [2021-08-23 03:18:57 main:574] : INFO : Epoch 1795 | loss: 0.0310671 | val_loss: 0.031167 | Time: 4259.48 ms [2021-08-23 03:19:01 main:574] : INFO : Epoch 1796 | loss: 0.0310665 | val_loss: 0.0311788 | Time: 4125.56 ms [2021-08-23 03:19:05 main:574] : INFO : Epoch 1797 | loss: 0.0310655 | val_loss: 0.0311806 | Time: 4064.71 ms [2021-08-23 03:19:09 main:574] : INFO : Epoch 1798 | loss: 0.0310656 | val_loss: 0.0311746 | Time: 4253.17 ms [2021-08-23 03:19:13 main:574] : INFO : Epoch 1799 | loss: 0.0310727 | val_loss: 0.0311786 | Time: 4169.87 ms [2021-08-23 03:19:18 main:574] : INFO : Epoch 1800 | loss: 0.031068 | val_loss: 0.0311792 | Time: 4111.43 ms [2021-08-23 03:19:22 main:574] : INFO : Epoch 1801 | loss: 0.0310659 | val_loss: 0.0311743 | Time: 4099.85 ms [2021-08-23 03:19:26 main:574] : INFO : Epoch 1802 | loss: 0.0310638 | val_loss: 0.0311941 | Time: 4157.63 ms [2021-08-23 03:19:30 main:574] : INFO : Epoch 1803 | loss: 0.0310621 | val_loss: 0.0311824 | Time: 4215.93 ms [2021-08-23 03:19:34 main:574] : INFO : Epoch 1804 | loss: 0.0310611 | val_loss: 0.0311853 | Time: 4110.25 ms [2021-08-23 03:19:38 main:574] : INFO : Epoch 1805 | loss: 0.0310624 | val_loss: 0.0311801 | Time: 4194.48 ms [2021-08-23 03:19:43 main:574] : INFO : Epoch 1806 | loss: 0.0310637 | val_loss: 0.0311801 | Time: 4184.06 ms [2021-08-23 03:19:47 main:574] : INFO : Epoch 1807 | loss: 0.0310687 | val_loss: 0.0311793 | Time: 4189.14 ms [2021-08-23 03:19:51 main:574] : INFO : Epoch 1808 | loss: 0.0310705 | val_loss: 0.0311794 | Time: 4221.33 ms [2021-08-23 03:19:55 main:574] : INFO : Epoch 1809 | loss: 0.0310625 | val_loss: 0.031185 | Time: 4091.38 ms [2021-08-23 03:19:59 main:574] : INFO : Epoch 1810 | loss: 0.0310663 | val_loss: 0.0311786 | Time: 4146.56 ms [2021-08-23 03:20:04 main:574] : INFO : Epoch 1811 | loss: 0.0310693 | val_loss: 0.0311807 | Time: 4096.75 ms [2021-08-23 03:20:08 main:574] : INFO : Epoch 1812 | loss: 0.0310757 | val_loss: 0.0311773 | Time: 4072.3 ms [2021-08-23 03:20:12 main:574] : INFO : Epoch 1813 | loss: 0.0310762 | val_loss: 0.0311807 | Time: 4059.15 ms [2021-08-23 03:20:16 main:574] : INFO : Epoch 1814 | loss: 0.0310712 | val_loss: 0.0311852 | Time: 4103.5 ms [2021-08-23 03:20:20 main:574] : INFO : Epoch 1815 | loss: 0.0310679 | val_loss: 0.0311809 | Time: 4096.86 ms [2021-08-23 03:20:24 main:574] : INFO : Epoch 1816 | loss: 0.0310654 | val_loss: 0.0311901 | Time: 4100 ms [2021-08-23 03:20:28 main:574] : INFO : Epoch 1817 | loss: 0.0310624 | val_loss: 0.0311821 | Time: 4041.94 ms [2021-08-23 03:20:32 main:574] : INFO : Epoch 1818 | loss: 0.0310613 | val_loss: 0.0311795 | Time: 4092.61 ms [2021-08-23 03:20:36 main:574] : INFO : Epoch 1819 | loss: 0.0310649 | val_loss: 0.0311796 | Time: 4104.81 ms [2021-08-23 03:20:41 main:574] : INFO : Epoch 1820 | loss: 0.0310693 | val_loss: 0.0311875 | Time: 4150.67 ms [2021-08-23 03:20:45 main:574] : INFO : Epoch 1821 | loss: 0.0310618 | val_loss: 0.0311858 | Time: 4135.85 ms [2021-08-23 03:20:49 main:574] : INFO : Epoch 1822 | loss: 0.0310613 | val_loss: 0.0311838 | Time: 4173.74 ms [2021-08-23 03:20:53 main:574] : INFO : Epoch 1823 | loss: 0.0310606 | val_loss: 0.031187 | Time: 4134.74 ms [2021-08-23 03:20:57 main:574] : INFO : Epoch 1824 | loss: 0.031059 | val_loss: 0.0311839 | Time: 4152.11 ms [2021-08-23 03:21:01 main:574] : INFO : Epoch 1825 | loss: 0.0310636 | val_loss: 0.0311835 | Time: 4179.98 ms [2021-08-23 03:21:05 main:574] : INFO : Epoch 1826 | loss: 0.0310608 | val_loss: 0.0311749 | Time: 4076.24 ms [2021-08-23 03:21:10 main:574] : INFO : Epoch 1827 | loss: 0.0310596 | val_loss: 0.0311975 | Time: 4116.42 ms [2021-08-23 03:21:14 main:574] : INFO : Epoch 1828 | loss: 0.0310626 | val_loss: 0.0311741 | Time: 4062.73 ms [2021-08-23 03:21:18 main:574] : INFO : Epoch 1829 | loss: 0.031066 | val_loss: 0.0311773 | Time: 4084.13 ms [2021-08-23 03:21:22 main:574] : INFO : Epoch 1830 | loss: 0.0310645 | val_loss: 0.0311734 | Time: 4107.03 ms [2021-08-23 03:21:26 main:574] : INFO : Epoch 1831 | loss: 0.0310648 | val_loss: 0.031193 | Time: 4083.83 ms [2021-08-23 03:21:30 main:574] : INFO : Epoch 1832 | loss: 0.0310783 | val_loss: 0.0311809 | Time: 4088.32 ms [2021-08-23 03:21:34 main:574] : INFO : Epoch 1833 | loss: 0.0310786 | val_loss: 0.0311755 | Time: 4081.33 ms [2021-08-23 03:21:38 main:574] : INFO : Epoch 1834 | loss: 0.0310811 | val_loss: 0.0311764 | Time: 4090.03 ms [2021-08-23 03:21:43 main:574] : INFO : Epoch 1835 | loss: 0.0310796 | val_loss: 0.0311702 | Time: 4190.08 ms [2021-08-23 03:21:47 main:574] : INFO : Epoch 1836 | loss: 0.0310773 | val_loss: 0.0311785 | Time: 4062.67 ms [2021-08-23 03:21:51 main:574] : INFO : Epoch 1837 | loss: 0.0310739 | val_loss: 0.0311796 | Time: 4189.91 ms [2021-08-23 03:21:55 main:574] : INFO : Epoch 1838 | loss: 0.0310705 | val_loss: 0.0311758 | Time: 4152.95 ms [2021-08-23 03:21:59 main:574] : INFO : Epoch 1839 | loss: 0.0310696 | val_loss: 0.0311751 | Time: 4217.38 ms [2021-08-23 03:22:04 main:574] : INFO : Epoch 1840 | loss: 0.0310654 | val_loss: 0.0311844 | Time: 4499.81 ms [2021-08-23 03:22:08 main:574] : INFO : Epoch 1841 | loss: 0.031067 | val_loss: 0.0311847 | Time: 4289.19 ms [2021-08-23 03:22:12 main:574] : INFO : Epoch 1842 | loss: 0.0310639 | val_loss: 0.0311749 | Time: 4193.44 ms [2021-08-23 03:22:17 main:574] : INFO : Epoch 1843 | loss: 0.0310589 | val_loss: 0.0311818 | Time: 4236.46 ms [2021-08-23 03:22:21 main:574] : INFO : Epoch 1844 | loss: 0.031056 | val_loss: 0.0311723 | Time: 4211.3 ms [2021-08-23 03:22:25 main:574] : INFO : Epoch 1845 | loss: 0.0310591 | val_loss: 0.0311794 | Time: 4202.87 ms [2021-08-23 03:22:29 main:574] : INFO : Epoch 1846 | loss: 0.0310743 | val_loss: 0.0311683 | Time: 4212.39 ms [2021-08-23 03:22:33 main:574] : INFO : Epoch 1847 | loss: 0.0310695 | val_loss: 0.0311745 | Time: 4175.7 ms [2021-08-23 03:22:38 main:574] : INFO : Epoch 1848 | loss: 0.0310661 | val_loss: 0.0311762 | Time: 4235.8 ms [2021-08-23 03:22:42 main:574] : INFO : Epoch 1849 | loss: 0.0310732 | val_loss: 0.031182 | Time: 4185.13 ms [2021-08-23 03:22:46 main:574] : INFO : Epoch 1850 | loss: 0.0310896 | val_loss: 0.0311735 | Time: 4111.01 ms [2021-08-23 03:22:50 main:574] : INFO : Epoch 1851 | loss: 0.0310772 | val_loss: 0.0311871 | Time: 4135.13 ms [2021-08-23 03:22:54 main:574] : INFO : Epoch 1852 | loss: 0.0310817 | val_loss: 0.0311767 | Time: 4070.03 ms [2021-08-23 03:22:58 main:574] : INFO : Epoch 1853 | loss: 0.0310769 | val_loss: 0.0311904 | Time: 4202.64 ms [2021-08-23 03:23:03 main:574] : INFO : Epoch 1854 | loss: 0.0310746 | val_loss: 0.0311682 | Time: 4135.19 ms [2021-08-23 03:23:07 main:574] : INFO : Epoch 1855 | loss: 0.0310742 | val_loss: 0.0311731 | Time: 4108.11 ms [2021-08-23 03:23:11 main:574] : INFO : Epoch 1856 | loss: 0.0310717 | val_loss: 0.0311887 | Time: 4185.72 ms [2021-08-23 03:23:15 main:574] : INFO : Epoch 1857 | loss: 0.0310676 | val_loss: 0.0311842 | Time: 4082.64 ms [2021-08-23 03:23:19 main:574] : INFO : Epoch 1858 | loss: 0.0310667 | val_loss: 0.031183 | Time: 4131.48 ms [2021-08-23 03:23:23 main:574] : INFO : Epoch 1859 | loss: 0.031066 | val_loss: 0.0311798 | Time: 4083.65 ms [2021-08-23 03:23:27 main:574] : INFO : Epoch 1860 | loss: 0.0310655 | val_loss: 0.0311802 | Time: 4076.45 ms [2021-08-23 03:23:32 main:574] : INFO : Epoch 1861 | loss: 0.0310652 | val_loss: 0.0311768 | Time: 4114.98 ms [2021-08-23 03:23:36 main:574] : INFO : Epoch 1862 | loss: 0.0310774 | val_loss: 0.0311811 | Time: 4106.34 ms [2021-08-23 03:23:40 main:574] : INFO : Epoch 1863 | loss: 0.0310762 | val_loss: 0.0311722 | Time: 4183.92 ms [2021-08-23 03:23:44 main:574] : INFO : Epoch 1864 | loss: 0.0310721 | val_loss: 0.0311757 | Time: 4213 ms [2021-08-23 03:23:48 main:574] : INFO : Epoch 1865 | loss: 0.0310722 | val_loss: 0.0311786 | Time: 4171.48 ms [2021-08-23 03:23:52 main:574] : INFO : Epoch 1866 | loss: 0.0310646 | val_loss: 0.0311879 | Time: 4123.56 ms [2021-08-23 03:23:57 main:574] : INFO : Epoch 1867 | loss: 0.0310616 | val_loss: 0.0311715 | Time: 4144.46 ms [2021-08-23 03:24:01 main:574] : INFO : Epoch 1868 | loss: 0.0310636 | val_loss: 0.0311858 | Time: 4273.13 ms [2021-08-23 03:24:05 main:574] : INFO : Epoch 1869 | loss: 0.0310624 | val_loss: 0.0311881 | Time: 4219.57 ms [2021-08-23 03:24:09 main:574] : INFO : Epoch 1870 | loss: 0.0310633 | val_loss: 0.0311782 | Time: 4189.04 ms [2021-08-23 03:24:13 main:574] : INFO : Epoch 1871 | loss: 0.031065 | val_loss: 0.031192 | Time: 4019.16 ms [2021-08-23 03:24:18 main:574] : INFO : Epoch 1872 | loss: 0.0310704 | val_loss: 0.0311755 | Time: 4108.53 ms [2021-08-23 03:24:22 main:574] : INFO : Epoch 1873 | loss: 0.0311124 | val_loss: 0.031167 | Time: 4096.48 ms [2021-08-23 03:24:26 main:574] : INFO : Epoch 1874 | loss: 0.0311061 | val_loss: 0.0311728 | Time: 4174.46 ms [2021-08-23 03:24:30 main:574] : INFO : Epoch 1875 | loss: 0.0310999 | val_loss: 0.0311826 | Time: 4089.54 ms [2021-08-23 03:24:34 main:574] : INFO : Epoch 1876 | loss: 0.0310937 | val_loss: 0.0311688 | Time: 4169 ms [2021-08-23 03:24:38 main:574] : INFO : Epoch 1877 | loss: 0.0310916 | val_loss: 0.0311745 | Time: 4114.06 ms [2021-08-23 03:24:42 main:574] : INFO : Epoch 1878 | loss: 0.0310885 | val_loss: 0.0311806 | Time: 4141.37 ms [2021-08-23 03:24:47 main:574] : INFO : Epoch 1879 | loss: 0.0310842 | val_loss: 0.0311778 | Time: 4211.25 ms [2021-08-23 03:24:51 main:574] : INFO : Epoch 1880 | loss: 0.0310847 | val_loss: 0.0311725 | Time: 4260.8 ms [2021-08-23 03:24:55 main:574] : INFO : Epoch 1881 | loss: 0.0310855 | val_loss: 0.0311724 | Time: 4215.79 ms [2021-08-23 03:25:00 main:574] : INFO : Epoch 1882 | loss: 0.0311049 | val_loss: 0.0311675 | Time: 4734.33 ms [2021-08-23 03:25:04 main:574] : INFO : Epoch 1883 | loss: 0.0311044 | val_loss: 0.0311717 | Time: 4295.82 ms [2021-08-23 03:25:09 main:574] : INFO : Epoch 1884 | loss: 0.0311001 | val_loss: 0.0311748 | Time: 4448.77 ms [2021-08-23 03:25:13 main:574] : INFO : Epoch 1885 | loss: 0.0311001 | val_loss: 0.0311763 | Time: 4109.64 ms [2021-08-23 03:25:17 main:574] : INFO : Epoch 1886 | loss: 0.031098 | val_loss: 0.0311826 | Time: 4044.83 ms [2021-08-23 03:25:21 main:574] : INFO : Epoch 1887 | loss: 0.0310928 | val_loss: 0.0311773 | Time: 4055.92 ms [2021-08-23 03:25:25 main:574] : INFO : Epoch 1888 | loss: 0.0310881 | val_loss: 0.031174 | Time: 4143.53 ms [2021-08-23 03:25:29 main:574] : INFO : Epoch 1889 | loss: 0.0310891 | val_loss: 0.0311844 | Time: 4184.9 ms [2021-08-23 03:25:34 main:574] : INFO : Epoch 1890 | loss: 0.031087 | val_loss: 0.0311711 | Time: 4234.52 ms [2021-08-23 03:25:38 main:574] : INFO : Epoch 1891 | loss: 0.0310843 | val_loss: 0.031181 | Time: 4156.99 ms [2021-08-23 03:25:42 main:574] : INFO : Epoch 1892 | loss: 0.0310854 | val_loss: 0.0311766 | Time: 4141.97 ms [2021-08-23 03:25:46 main:574] : INFO : Epoch 1893 | loss: 0.0310827 | val_loss: 0.0311789 | Time: 4195.46 ms [2021-08-23 03:25:50 main:574] : INFO : Epoch 1894 | loss: 0.0310813 | val_loss: 0.0311752 | Time: 4145.8 ms [2021-08-23 03:25:54 main:574] : INFO : Epoch 1895 | loss: 0.0310834 | val_loss: 0.0311764 | Time: 4132.15 ms [2021-08-23 03:25:59 main:574] : INFO : Epoch 1896 | loss: 0.0310796 | val_loss: 0.0311772 | Time: 4194.61 ms [2021-08-23 03:26:03 main:574] : INFO : Epoch 1897 | loss: 0.0310798 | val_loss: 0.0311752 | Time: 4178.75 ms [2021-08-23 03:26:07 main:574] : INFO : Epoch 1898 | loss: 0.0310762 | val_loss: 0.0311844 | Time: 4147.62 ms [2021-08-23 03:26:11 main:574] : INFO : Epoch 1899 | loss: 0.0310798 | val_loss: 0.0311723 | Time: 4240.57 ms [2021-08-23 03:26:15 main:574] : INFO : Epoch 1900 | loss: 0.031081 | val_loss: 0.0311788 | Time: 4223.76 ms [2021-08-23 03:26:20 main:574] : INFO : Epoch 1901 | loss: 0.0310912 | val_loss: 0.0311738 | Time: 4096.46 ms [2021-08-23 03:26:24 main:574] : INFO : Epoch 1902 | loss: 0.0310933 | val_loss: 0.0311735 | Time: 4672.88 ms [2021-08-23 03:26:28 main:574] : INFO : Epoch 1903 | loss: 0.0310884 | val_loss: 0.031167 | Time: 4136.21 ms [2021-08-23 03:26:33 main:574] : INFO : Epoch 1904 | loss: 0.0310945 | val_loss: 0.0311721 | Time: 4180.24 ms [2021-08-23 03:26:37 main:574] : INFO : Epoch 1905 | loss: 0.0310905 | val_loss: 0.0311664 | Time: 4115.85 ms [2021-08-23 03:26:41 main:574] : INFO : Epoch 1906 | loss: 0.0310874 | val_loss: 0.0311858 | Time: 4220.69 ms [2021-08-23 03:26:45 main:574] : INFO : Epoch 1907 | loss: 0.03109 | val_loss: 0.031177 | Time: 4195.93 ms [2021-08-23 03:26:49 main:574] : INFO : Epoch 1908 | loss: 0.0310966 | val_loss: 0.031191 | Time: 4169.11 ms [2021-08-23 03:26:54 main:574] : INFO : Epoch 1909 | loss: 0.0310943 | val_loss: 0.0311842 | Time: 4167.52 ms [2021-08-23 03:26:58 main:574] : INFO : Epoch 1910 | loss: 0.0310951 | val_loss: 0.0311775 | Time: 4159.09 ms [2021-08-23 03:27:02 main:574] : INFO : Epoch 1911 | loss: 0.0311406 | val_loss: 0.0311736 | Time: 4139.48 ms [2021-08-23 03:27:06 main:574] : INFO : Epoch 1912 | loss: 0.0311372 | val_loss: 0.0311742 | Time: 4264.79 ms [2021-08-23 03:27:10 main:574] : INFO : Epoch 1913 | loss: 0.0311304 | val_loss: 0.0311771 | Time: 4193.38 ms [2021-08-23 03:27:15 main:574] : INFO : Epoch 1914 | loss: 0.0311236 | val_loss: 0.0311735 | Time: 4240.28 ms [2021-08-23 03:27:19 main:574] : INFO : Epoch 1915 | loss: 0.031117 | val_loss: 0.0311712 | Time: 4072.25 ms [2021-08-23 03:27:23 main:574] : INFO : Epoch 1916 | loss: 0.0311138 | val_loss: 0.0311788 | Time: 4229.69 ms [2021-08-23 03:27:27 main:574] : INFO : Epoch 1917 | loss: 0.0311136 | val_loss: 0.0311833 | Time: 4147.86 ms [2021-08-23 03:27:31 main:574] : INFO : Epoch 1918 | loss: 0.0311083 | val_loss: 0.0311754 | Time: 4174.99 ms [2021-08-23 03:27:35 main:574] : INFO : Epoch 1919 | loss: 0.0311152 | val_loss: 0.031173 | Time: 4093.87 ms [2021-08-23 03:27:40 main:574] : INFO : Epoch 1920 | loss: 0.0311146 | val_loss: 0.0311668 | Time: 4205.55 ms [2021-08-23 03:27:44 main:574] : INFO : Epoch 1921 | loss: 0.0311101 | val_loss: 0.0311665 | Time: 4065.79 ms [2021-08-23 03:27:48 main:574] : INFO : Epoch 1922 | loss: 0.0311074 | val_loss: 0.0311781 | Time: 4122.67 ms [2021-08-23 03:27:52 main:574] : INFO : Epoch 1923 | loss: 0.0311058 | val_loss: 0.0311751 | Time: 4100.96 ms [2021-08-23 03:27:56 main:574] : INFO : Epoch 1924 | loss: 0.0311038 | val_loss: 0.0311692 | Time: 4208.23 ms [2021-08-23 03:28:01 main:574] : INFO : Epoch 1925 | loss: 0.0311034 | val_loss: 0.0311788 | Time: 4238.85 ms [2021-08-23 03:28:05 main:574] : INFO : Epoch 1926 | loss: 0.0310983 | val_loss: 0.0311769 | Time: 4101.78 ms [2021-08-23 03:28:09 main:574] : INFO : Epoch 1927 | loss: 0.0310971 | val_loss: 0.0311765 | Time: 4091.56 ms [2021-08-23 03:28:13 main:574] : INFO : Epoch 1928 | loss: 0.0310925 | val_loss: 0.0311751 | Time: 4103.83 ms [2021-08-23 03:28:17 main:574] : INFO : Epoch 1929 | loss: 0.0310913 | val_loss: 0.0311737 | Time: 4092.97 ms [2021-08-23 03:28:21 main:574] : INFO : Epoch 1930 | loss: 0.0310911 | val_loss: 0.031184 | Time: 4118.29 ms [2021-08-23 03:28:25 main:574] : INFO : Epoch 1931 | loss: 0.0310913 | val_loss: 0.0311815 | Time: 4093.38 ms [2021-08-23 03:28:29 main:574] : INFO : Epoch 1932 | loss: 0.0310939 | val_loss: 0.0311776 | Time: 4072.21 ms [2021-08-23 03:28:33 main:574] : INFO : Epoch 1933 | loss: 0.0310917 | val_loss: 0.0311727 | Time: 4037.71 ms [2021-08-23 03:28:37 main:574] : INFO : Epoch 1934 | loss: 0.0310883 | val_loss: 0.0311743 | Time: 4065.22 ms [2021-08-23 03:28:42 main:574] : INFO : Epoch 1935 | loss: 0.03109 | val_loss: 0.0311762 | Time: 4138.42 ms [2021-08-23 03:28:46 main:574] : INFO : Epoch 1936 | loss: 0.0310913 | val_loss: 0.031176 | Time: 4166.68 ms [2021-08-23 03:28:50 main:574] : INFO : Epoch 1937 | loss: 0.0310898 | val_loss: 0.0311708 | Time: 4110.55 ms [2021-08-23 03:28:54 main:574] : INFO : Epoch 1938 | loss: 0.0310883 | val_loss: 0.0311804 | Time: 4166.74 ms [2021-08-23 03:28:58 main:574] : INFO : Epoch 1939 | loss: 0.0310878 | val_loss: 0.0311675 | Time: 4112.85 ms [2021-08-23 03:29:02 main:574] : INFO : Epoch 1940 | loss: 0.0310871 | val_loss: 0.0311811 | Time: 4103.58 ms [2021-08-23 03:29:06 main:574] : INFO : Epoch 1941 | loss: 0.0310845 | val_loss: 0.0311759 | Time: 4057.46 ms [2021-08-23 03:29:11 main:574] : INFO : Epoch 1942 | loss: 0.0310876 | val_loss: 0.0311713 | Time: 4103.69 ms [2021-08-23 03:29:15 main:574] : INFO : Epoch 1943 | loss: 0.0310938 | val_loss: 0.031168 | Time: 4225.4 ms [2021-08-23 03:29:19 main:574] : INFO : Epoch 1944 | loss: 0.0311059 | val_loss: 0.0311785 | Time: 4085.43 ms [2021-08-23 03:29:23 main:574] : INFO : Epoch 1945 | loss: 0.0311117 | val_loss: 0.0311731 | Time: 4124.31 ms [2021-08-23 03:29:27 main:574] : INFO : Epoch 1946 | loss: 0.0311069 | val_loss: 0.0311753 | Time: 4086.22 ms [2021-08-23 03:29:31 main:574] : INFO : Epoch 1947 | loss: 0.0310973 | val_loss: 0.0311834 | Time: 4059.54 ms [2021-08-23 03:29:35 main:574] : INFO : Epoch 1948 | loss: 0.0310938 | val_loss: 0.0311752 | Time: 4083.77 ms [2021-08-23 03:29:39 main:574] : INFO : Epoch 1949 | loss: 0.031092 | val_loss: 0.0311732 | Time: 4050.76 ms [2021-08-23 03:29:44 main:574] : INFO : Epoch 1950 | loss: 0.0310896 | val_loss: 0.0311801 | Time: 4086.32 ms [2021-08-23 03:29:48 main:574] : INFO : Epoch 1951 | loss: 0.0310933 | val_loss: 0.0311949 | Time: 4142.45 ms [2021-08-23 03:29:52 main:574] : INFO : Epoch 1952 | loss: 0.0310945 | val_loss: 0.0311713 | Time: 4158.89 ms [2021-08-23 03:29:56 main:574] : INFO : Epoch 1953 | loss: 0.0310877 | val_loss: 0.0311745 | Time: 4056.99 ms [2021-08-23 03:30:00 main:574] : INFO : Epoch 1954 | loss: 0.0310863 | val_loss: 0.0311758 | Time: 4168.32 ms [2021-08-23 03:30:04 main:574] : INFO : Epoch 1955 | loss: 0.031088 | val_loss: 0.0311754 | Time: 4145.82 ms [2021-08-23 03:30:08 main:574] : INFO : Epoch 1956 | loss: 0.0310861 | val_loss: 0.0311804 | Time: 4108.25 ms [2021-08-23 03:30:13 main:574] : INFO : Epoch 1957 | loss: 0.0310852 | val_loss: 0.0311791 | Time: 4066.58 ms [2021-08-23 03:30:17 main:574] : INFO : Epoch 1958 | loss: 0.0310821 | val_loss: 0.0311727 | Time: 4119.82 ms [2021-08-23 03:30:21 main:574] : INFO : Epoch 1959 | loss: 0.0310811 | val_loss: 0.0311688 | Time: 4090.29 ms [2021-08-23 03:30:25 main:574] : INFO : Epoch 1960 | loss: 0.0310856 | val_loss: 0.0311776 | Time: 4069.67 ms [2021-08-23 03:30:29 main:574] : INFO : Epoch 1961 | loss: 0.0310964 | val_loss: 0.03117 | Time: 4085.34 ms [2021-08-23 03:30:33 main:574] : INFO : Epoch 1962 | loss: 0.0311084 | val_loss: 0.0311732 | Time: 4151.04 ms [2021-08-23 03:30:37 main:574] : INFO : Epoch 1963 | loss: 0.031106 | val_loss: 0.031172 | Time: 4059.92 ms [2021-08-23 03:30:41 main:574] : INFO : Epoch 1964 | loss: 0.0310993 | val_loss: 0.0311757 | Time: 4101.36 ms [2021-08-23 03:30:46 main:574] : INFO : Epoch 1965 | loss: 0.0310939 | val_loss: 0.0311705 | Time: 4275.46 ms [2021-08-23 03:30:50 main:574] : INFO : Epoch 1966 | loss: 0.0310945 | val_loss: 0.0311709 | Time: 4235 ms [2021-08-23 03:30:54 main:574] : INFO : Epoch 1967 | loss: 0.0310933 | val_loss: 0.0311793 | Time: 4190.48 ms [2021-08-23 03:30:58 main:574] : INFO : Epoch 1968 | loss: 0.031097 | val_loss: 0.0311796 | Time: 4217.14 ms [2021-08-23 03:31:03 main:574] : INFO : Epoch 1969 | loss: 0.0310966 | val_loss: 0.0311783 | Time: 4170.11 ms [2021-08-23 03:31:07 main:574] : INFO : Epoch 1970 | loss: 0.0310954 | val_loss: 0.0311792 | Time: 4139.59 ms [2021-08-23 03:31:11 main:574] : INFO : Epoch 1971 | loss: 0.0310938 | val_loss: 0.0311769 | Time: 4065.37 ms [2021-08-23 03:31:15 main:574] : INFO : Epoch 1972 | loss: 0.0310932 | val_loss: 0.0311878 | Time: 4109.21 ms [2021-08-23 03:31:19 main:574] : INFO : Epoch 1973 | loss: 0.0310894 | val_loss: 0.0311743 | Time: 4096.93 ms [2021-08-23 03:31:23 main:574] : INFO : Epoch 1974 | loss: 0.0310858 | val_loss: 0.0311846 | Time: 4086.69 ms [2021-08-23 03:31:27 main:574] : INFO : Epoch 1975 | loss: 0.0310851 | val_loss: 0.0311829 | Time: 4097.54 ms [2021-08-23 03:31:31 main:574] : INFO : Epoch 1976 | loss: 0.0310856 | val_loss: 0.0311764 | Time: 4126.86 ms [2021-08-23 03:31:36 main:574] : INFO : Epoch 1977 | loss: 0.0310867 | val_loss: 0.0311822 | Time: 4083.4 ms [2021-08-23 03:31:40 main:574] : INFO : Epoch 1978 | loss: 0.031104 | val_loss: 0.0311838 | Time: 4096.88 ms [2021-08-23 03:31:44 main:574] : INFO : Epoch 1979 | loss: 0.0311003 | val_loss: 0.0311805 | Time: 4146.68 ms [2021-08-23 03:31:48 main:574] : INFO : Epoch 1980 | loss: 0.0310962 | val_loss: 0.0311808 | Time: 4177 ms [2021-08-23 03:31:52 main:574] : INFO : Epoch 1981 | loss: 0.0310924 | val_loss: 0.0311814 | Time: 4218.27 ms [2021-08-23 03:31:57 main:574] : INFO : Epoch 1982 | loss: 0.0310902 | val_loss: 0.0311679 | Time: 4134.39 ms [2021-08-23 03:32:01 main:574] : INFO : Epoch 1983 | loss: 0.03109 | val_loss: 0.0311728 | Time: 4222.38 ms [2021-08-23 03:32:05 main:574] : INFO : Epoch 1984 | loss: 0.0310869 | val_loss: 0.0311762 | Time: 4097.85 ms [2021-08-23 03:32:09 main:574] : INFO : Epoch 1985 | loss: 0.0310895 | val_loss: 0.0311784 | Time: 4086.2 ms [2021-08-23 03:32:13 main:574] : INFO : Epoch 1986 | loss: 0.0310922 | val_loss: 0.0311732 | Time: 4082.27 ms [2021-08-23 03:32:17 main:574] : INFO : Epoch 1987 | loss: 0.0310959 | val_loss: 0.0311691 | Time: 4105.95 ms [2021-08-23 03:32:21 main:574] : INFO : Epoch 1988 | loss: 0.0310916 | val_loss: 0.0311746 | Time: 4129.26 ms [2021-08-23 03:32:25 main:574] : INFO : Epoch 1989 | loss: 0.0311075 | val_loss: 0.0311675 | Time: 4127.69 ms [2021-08-23 03:32:30 main:574] : INFO : Epoch 1990 | loss: 0.0311172 | val_loss: 0.0311666 | Time: 4058.5 ms [2021-08-23 03:32:34 main:574] : INFO : Epoch 1991 | loss: 0.0311083 | val_loss: 0.0311598 | Time: 4115.89 ms [2021-08-23 03:32:38 main:574] : INFO : Epoch 1992 | loss: 0.0311028 | val_loss: 0.0311704 | Time: 4147.94 ms [2021-08-23 03:32:42 main:574] : INFO : Epoch 1993 | loss: 0.031095 | val_loss: 0.0311739 | Time: 4189.81 ms [2021-08-23 03:32:46 main:574] : INFO : Epoch 1994 | loss: 0.0311025 | val_loss: 0.0311743 | Time: 4092.04 ms [2021-08-23 03:32:50 main:574] : INFO : Epoch 1995 | loss: 0.0311289 | val_loss: 0.0311689 | Time: 4140.6 ms [2021-08-23 03:32:55 main:574] : INFO : Epoch 1996 | loss: 0.031128 | val_loss: 0.0311784 | Time: 4154.11 ms [2021-08-23 03:32:59 main:574] : INFO : Epoch 1997 | loss: 0.0311316 | val_loss: 0.0311682 | Time: 4185.62 ms [2021-08-23 03:33:03 main:574] : INFO : Epoch 1998 | loss: 0.0311249 | val_loss: 0.0311624 | Time: 4144.27 ms [2021-08-23 03:33:07 main:574] : INFO : Epoch 1999 | loss: 0.0311203 | val_loss: 0.031168 | Time: 4120.6 ms [2021-08-23 03:33:11 main:574] : INFO : Epoch 2000 | loss: 0.031114 | val_loss: 0.0311686 | Time: 4058.95 ms [2021-08-23 03:33:15 main:574] : INFO : Epoch 2001 | loss: 0.0311092 | val_loss: 0.0311665 | Time: 4113.83 ms [2021-08-23 03:33:19 main:574] : INFO : Epoch 2002 | loss: 0.0311078 | val_loss: 0.0311669 | Time: 4155.52 ms [2021-08-23 03:33:24 main:574] : INFO : Epoch 2003 | loss: 0.0311053 | val_loss: 0.0311651 | Time: 4102 ms [2021-08-23 03:33:28 main:574] : INFO : Epoch 2004 | loss: 0.031106 | val_loss: 0.0311686 | Time: 4103.56 ms [2021-08-23 03:33:32 main:574] : INFO : Epoch 2005 | loss: 0.0311033 | val_loss: 0.0311727 | Time: 4055.66 ms [2021-08-23 03:33:36 main:574] : INFO : Epoch 2006 | loss: 0.0311002 | val_loss: 0.0311664 | Time: 4118.45 ms [2021-08-23 03:33:40 main:574] : INFO : Epoch 2007 | loss: 0.0310983 | val_loss: 0.031171 | Time: 4075.07 ms [2021-08-23 03:33:44 main:574] : INFO : Epoch 2008 | loss: 0.0310955 | val_loss: 0.031167 | Time: 4133.9 ms [2021-08-23 03:33:48 main:574] : INFO : Epoch 2009 | loss: 0.0310954 | val_loss: 0.0311681 | Time: 4105.46 ms [2021-08-23 03:33:52 main:574] : INFO : Epoch 2010 | loss: 0.0310996 | val_loss: 0.0311672 | Time: 4104.61 ms [2021-08-23 03:33:57 main:574] : INFO : Epoch 2011 | loss: 0.031106 | val_loss: 0.031166 | Time: 4152.21 ms [2021-08-23 03:34:01 main:574] : INFO : Epoch 2012 | loss: 0.0311056 | val_loss: 0.0311686 | Time: 4243.66 ms [2021-08-23 03:34:05 main:574] : INFO : Epoch 2013 | loss: 0.0311 | val_loss: 0.0311645 | Time: 4108.36 ms [2021-08-23 03:34:09 main:574] : INFO : Epoch 2014 | loss: 0.0310972 | val_loss: 0.03117 | Time: 4128.03 ms [2021-08-23 03:34:13 main:574] : INFO : Epoch 2015 | loss: 0.0310974 | val_loss: 0.0311603 | Time: 4226.71 ms [2021-08-23 03:34:18 main:574] : INFO : Epoch 2016 | loss: 0.0310952 | val_loss: 0.0311634 | Time: 4175.45 ms [2021-08-23 03:34:22 main:574] : INFO : Epoch 2017 | loss: 0.0310976 | val_loss: 0.0311774 | Time: 4240.23 ms [2021-08-23 03:34:26 main:574] : INFO : Epoch 2018 | loss: 0.031097 | val_loss: 0.0311816 | Time: 4164.72 ms [2021-08-23 03:34:30 main:574] : INFO : Epoch 2019 | loss: 0.0310983 | val_loss: 0.0311772 | Time: 4185.75 ms [2021-08-23 03:34:34 main:574] : INFO : Epoch 2020 | loss: 0.0310955 | val_loss: 0.0311721 | Time: 4141.29 ms [2021-08-23 03:34:39 main:574] : INFO : Epoch 2021 | loss: 0.0310906 | val_loss: 0.0311715 | Time: 4222.25 ms [2021-08-23 03:34:43 main:574] : INFO : Epoch 2022 | loss: 0.0310878 | val_loss: 0.031172 | Time: 4204.52 ms [2021-08-23 03:34:47 main:574] : INFO : Epoch 2023 | loss: 0.0310886 | val_loss: 0.0311761 | Time: 4222.41 ms [2021-08-23 03:34:51 main:574] : INFO : Epoch 2024 | loss: 0.0310895 | val_loss: 0.0311834 | Time: 4215.98 ms [2021-08-23 03:34:55 main:574] : INFO : Epoch 2025 | loss: 0.0310888 | val_loss: 0.0311705 | Time: 4075.04 ms [2021-08-23 03:35:00 main:574] : INFO : Epoch 2026 | loss: 0.0310878 | val_loss: 0.0311778 | Time: 4279.84 ms [2021-08-23 03:35:04 main:574] : INFO : Epoch 2027 | loss: 0.0310867 | val_loss: 0.0311725 | Time: 4277.32 ms [2021-08-23 03:35:08 main:574] : INFO : Epoch 2028 | loss: 0.0310848 | val_loss: 0.0311807 | Time: 4105.38 ms [2021-08-23 03:35:12 main:574] : INFO : Epoch 2029 | loss: 0.0310897 | val_loss: 0.0311852 | Time: 4073.78 ms [2021-08-23 03:35:16 main:574] : INFO : Epoch 2030 | loss: 0.0310848 | val_loss: 0.0311771 | Time: 4140.39 ms [2021-08-23 03:35:21 main:574] : INFO : Epoch 2031 | loss: 0.0310857 | val_loss: 0.0311773 | Time: 4095.39 ms [2021-08-23 03:35:25 main:574] : INFO : Epoch 2032 | loss: 0.0310867 | val_loss: 0.0311776 | Time: 4091.47 ms [2021-08-23 03:35:29 main:574] : INFO : Epoch 2033 | loss: 0.0310916 | val_loss: 0.0311712 | Time: 4036.4 ms [2021-08-23 03:35:33 main:574] : INFO : Epoch 2034 | loss: 0.0310957 | val_loss: 0.0311744 | Time: 4062.32 ms [2021-08-23 03:35:37 main:574] : INFO : Epoch 2035 | loss: 0.0310998 | val_loss: 0.0311671 | Time: 4088.7 ms [2021-08-23 03:35:41 main:574] : INFO : Epoch 2036 | loss: 0.0310991 | val_loss: 0.0311706 | Time: 4147.58 ms [2021-08-23 03:35:45 main:574] : INFO : Epoch 2037 | loss: 0.0310946 | val_loss: 0.0311707 | Time: 4092.16 ms [2021-08-23 03:35:49 main:574] : INFO : Epoch 2038 | loss: 0.0310928 | val_loss: 0.031177 | Time: 4134.45 ms [2021-08-23 03:35:54 main:574] : INFO : Epoch 2039 | loss: 0.0310889 | val_loss: 0.0311815 | Time: 4173.85 ms [2021-08-23 03:35:58 main:574] : INFO : Epoch 2040 | loss: 0.03109 | val_loss: 0.0311737 | Time: 4284.17 ms [2021-08-23 03:36:02 main:574] : INFO : Epoch 2041 | loss: 0.0310865 | val_loss: 0.0311817 | Time: 4180.78 ms [2021-08-23 03:36:06 main:574] : INFO : Epoch 2042 | loss: 0.0310902 | val_loss: 0.031171 | Time: 4123.95 ms [2021-08-23 03:36:10 main:574] : INFO : Epoch 2043 | loss: 0.0310909 | val_loss: 0.0311759 | Time: 4132.26 ms [2021-08-23 03:36:14 main:574] : INFO : Epoch 2044 | loss: 0.0310874 | val_loss: 0.0311803 | Time: 4050.06 ms [2021-08-23 03:36:19 main:574] : INFO : Epoch 2045 | loss: 0.0310892 | val_loss: 0.0311676 | Time: 4139.77 ms [2021-08-23 03:36:23 main:574] : INFO : Epoch 2046 | loss: 0.0310941 | val_loss: 0.031182 | Time: 4053.17 ms [2021-08-23 03:36:27 main:574] : INFO : Epoch 2047 | loss: 0.0310892 | val_loss: 0.0311742 | Time: 4113.56 ms [2021-08-23 03:36:31 main:574] : INFO : Epoch 2048 | loss: 0.0310859 | val_loss: 0.0311759 | Time: 4109.07 ms [2021-08-23 03:36:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311759 [2021-08-23 03:36:31 main:603] : INFO : Saving end state to config to file [2021-08-23 03:36:31 main:608] : INFO : Success, exiting.. 03:36:31 (7764): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)