Task 10224316
| Name | ParityModified-1638635245-6454-1-0_1 |
| Workunit | 7130601 |
| Created | 27 Dec 2021, 6:09:51 UTC |
| Sent | 27 Dec 2021, 8:05:45 UTC |
| Report deadline | 4 Jan 2022, 8:05:45 UTC |
| Received | 24 Mar 2022, 12:25:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16924 |
| Run time | 2 hours 23 min 46 sec |
| CPU time | 2 hours 16 min 29 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 1,786.59 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 4 ms [2021-12-27 14:07:54 main:574] : INFO : Epoch 1569 | loss: 0.0311754 | val_loss: 0.031185 | Time: 4149.67 ms [2021-12-27 14:07:58 main:574] : INFO : Epoch 1570 | loss: 0.031175 | val_loss: 0.0311858 | Time: 4135.16 ms [2021-12-27 14:08:02 main:574] : INFO : Epoch 1571 | loss: 0.0311743 | val_loss: 0.0311839 | Time: 4144.28 ms [2021-12-27 14:08:06 main:574] : INFO : Epoch 1572 | loss: 0.0311755 | val_loss: 0.0311865 | Time: 4126.99 ms [2021-12-27 14:08:10 main:574] : INFO : Epoch 1573 | loss: 0.031174 | val_loss: 0.0311839 | Time: 4148.49 ms [2021-12-27 14:08:14 main:574] : INFO : Epoch 1574 | loss: 0.0311738 | val_loss: 0.0311874 | Time: 4157.97 ms [2021-12-27 14:08:18 main:574] : INFO : Epoch 1575 | loss: 0.0311757 | val_loss: 0.0311862 | Time: 4139.85 ms [2021-12-27 14:08:23 main:574] : INFO : Epoch 1576 | loss: 0.0311731 | val_loss: 0.0311879 | Time: 4143.01 ms [2021-12-27 14:08:27 main:574] : INFO : Epoch 1577 | loss: 0.0311729 | val_loss: 0.0311858 | Time: 4153.53 ms [2021-12-27 14:08:31 main:574] : INFO : Epoch 1578 | loss: 0.0311728 | val_loss: 0.0311869 | Time: 4148.5 ms [2021-12-27 14:08:35 main:574] : INFO : Epoch 1579 | loss: 0.0311732 | val_loss: 0.0311867 | Time: 4167.71 ms [2021-12-27 14:08:39 main:574] : INFO : Epoch 1580 | loss: 0.0311734 | val_loss: 0.0311902 | Time: 4141.01 ms [2021-12-27 14:08:43 main:574] : INFO : Epoch 1581 | loss: 0.0311763 | val_loss: 0.0311897 | Time: 4140.57 ms [2021-12-27 14:08:47 main:574] : INFO : Epoch 1582 | loss: 0.0311772 | val_loss: 0.0311863 | Time: 4140.33 ms [2021-12-27 14:08:52 main:574] : INFO : Epoch 1583 | loss: 0.0311764 | val_loss: 0.0311857 | Time: 4142.58 ms [2021-12-27 14:08:56 main:574] : INFO : Epoch 1584 | loss: 0.0311762 | val_loss: 0.0311891 | Time: 4164.49 ms [2021-12-27 14:09:00 main:574] : INFO : Epoch 1585 | loss: 0.0311773 | val_loss: 0.0311838 | Time: 4169.73 ms [2021-12-27 14:09:04 main:574] : INFO : Epoch 1586 | loss: 0.0311758 | val_loss: 0.0311837 | Time: 4163.14 ms [2021-12-27 14:09:08 main:574] : INFO : Epoch 1587 | loss: 0.0311791 | val_loss: 0.0311841 | Time: 4136.8 ms [2021-12-27 14:09:12 main:574] : INFO : Epoch 1588 | loss: 0.0311802 | val_loss: 0.0311877 | Time: 4151.53 ms [2021-12-27 14:09:17 main:574] : INFO : Epoch 1589 | loss: 0.0311786 | val_loss: 0.0311853 | Time: 4143.34 ms [2021-12-27 14:09:21 main:574] : INFO : Epoch 1590 | loss: 0.0311786 | val_loss: 0.0311831 | Time: 4164.31 ms [2021-12-27 14:09:25 main:574] : INFO : Epoch 1591 | loss: 0.0311789 | val_loss: 0.0311829 | Time: 4165.46 ms [2021-12-27 14:09:29 main:574] : INFO : Epoch 1592 | loss: 0.0311774 | val_loss: 0.0311851 | Time: 4142.66 ms [2021-12-27 14:09:33 main:574] : INFO : Epoch 1593 | loss: 0.0311783 | val_loss: 0.0311837 | Time: 4141.55 ms [2021-12-27 14:09:37 main:574] : INFO : Epoch 1594 | loss: 0.0311768 | val_loss: 0.0311816 | Time: 4136.92 ms [2021-12-27 14:09:41 main:574] : INFO : Epoch 1595 | loss: 0.0311753 | val_loss: 0.0311842 | Time: 4140.35 ms [2021-12-27 14:09:46 main:574] : INFO : Epoch 1596 | loss: 0.0311738 | val_loss: 0.0311818 | Time: 4161.32 ms [2021-12-27 14:09:50 main:574] : INFO : Epoch 1597 | loss: 0.031174 | val_loss: 0.0311848 | Time: 4140.05 ms [2021-12-27 14:09:54 main:574] : INFO : Epoch 1598 | loss: 0.0311742 | val_loss: 0.031182 | Time: 4121.33 ms [2021-12-27 14:09:58 main:574] : INFO : Epoch 1599 | loss: 0.0311734 | val_loss: 0.0311826 | Time: 4152.52 ms [2021-12-27 14:10:02 main:574] : INFO : Epoch 1600 | loss: 0.0311735 | val_loss: 0.0311828 | Time: 4146.63 ms [2021-12-27 14:10:06 main:574] : INFO : Epoch 1601 | loss: 0.0311742 | val_loss: 0.0311816 | Time: 4147.94 ms [2021-12-27 14:10:11 main:574] : INFO : Epoch 1602 | loss: 0.0311736 | val_loss: 0.0311817 | Time: 4143.18 ms [2021-12-27 14:10:15 main:574] : INFO : Epoch 1603 | loss: 0.0311735 | val_loss: 0.0311831 | Time: 4132.11 ms [2021-12-27 14:10:19 main:574] : INFO : Epoch 1604 | loss: 0.0311732 | val_loss: 0.0311825 | Time: 4123.21 ms [2021-12-27 14:10:23 main:574] : INFO : Epoch 1605 | loss: 0.0311723 | val_loss: 0.0311819 | Time: 4178.32 ms [2021-12-27 14:10:27 main:574] : INFO : Epoch 1606 | loss: 0.0311728 | val_loss: 0.0311834 | Time: 4142.16 ms [2021-12-27 14:10:31 main:574] : INFO : Epoch 1607 | loss: 0.0311757 | val_loss: 0.0311876 | Time: 4150.91 ms [2021-12-27 14:10:35 main:574] : INFO : Epoch 1608 | loss: 0.0311776 | val_loss: 0.031189 | Time: 4136.83 ms [2021-12-27 14:10:40 main:574] : INFO : Epoch 1609 | loss: 0.0311794 | val_loss: 0.0311853 | Time: 4144.5 ms [2021-12-27 14:10:44 main:574] : INFO : Epoch 1610 | loss: 0.0311726 | val_loss: 0.0311854 | Time: 4140.88 ms [2021-12-27 14:10:48 main:574] : INFO : Epoch 1611 | loss: 0.0311722 | val_loss: 0.0311851 | Time: 4151.28 ms [2021-12-27 14:10:52 main:574] : INFO : Epoch 1612 | loss: 0.0311717 | val_loss: 0.0311916 | Time: 4150.63 ms [2021-12-27 14:10:56 main:574] : INFO : Epoch 1613 | loss: 0.0311714 | val_loss: 0.0311826 | Time: 4155.41 ms [2021-12-27 14:11:00 main:574] : INFO : Epoch 1614 | loss: 0.0311717 | val_loss: 0.0311854 | Time: 4154.91 ms [2021-12-27 14:11:04 main:574] : INFO : Epoch 1615 | loss: 0.0311798 | val_loss: 0.0311866 | Time: 4146.54 ms [2021-12-27 14:11:09 main:574] : INFO : Epoch 1616 | loss: 0.031181 | val_loss: 0.0311848 | Time: 4134.28 ms [2021-12-27 14:11:13 main:574] : INFO : Epoch 1617 | loss: 0.0311791 | val_loss: 0.0311828 | Time: 4189.74 ms [2021-12-27 14:11:17 main:574] : INFO : Epoch 1618 | loss: 0.0311759 | val_loss: 0.0311859 | Time: 4138.58 ms [2021-12-27 14:11:21 main:574] : INFO : Epoch 1619 | loss: 0.0311755 | val_loss: 0.0311837 | Time: 4159.19 ms [2021-12-27 14:11:25 main:574] : INFO : Epoch 1620 | loss: 0.0311742 | val_loss: 0.0311847 | Time: 4138.64 ms [2021-12-27 14:11:29 main:574] : INFO : Epoch 1621 | loss: 0.0311744 | val_loss: 0.0311833 | Time: 4129.7 ms [2021-12-27 14:11:34 main:574] : INFO : Epoch 1622 | loss: 0.0311726 | val_loss: 0.0311842 | Time: 4137 ms [2021-12-27 14:11:38 main:574] : INFO : Epoch 1623 | loss: 0.0311722 | val_loss: 0.031185 | Time: 4184.88 ms [2021-12-27 14:11:42 main:574] : INFO : Epoch 1624 | loss: 0.0311731 | val_loss: 0.0311837 | Time: 4133.48 ms [2021-12-27 14:11:46 main:574] : INFO : Epoch 1625 | loss: 0.0311736 | val_loss: 0.0311826 | Time: 4140.64 ms [2021-12-27 14:11:50 main:574] : INFO : Epoch 1626 | loss: 0.0311722 | val_loss: 0.0311834 | Time: 4139.78 ms [2021-12-27 14:11:54 main:574] : INFO : Epoch 1627 | loss: 0.0311711 | val_loss: 0.0311847 | Time: 4151.06 ms [2021-12-27 14:11:58 main:574] : INFO : Epoch 1628 | loss: 0.031171 | val_loss: 0.0311866 | Time: 4124.68 ms [2021-12-27 14:12:03 main:574] : INFO : Epoch 1629 | loss: 0.0311703 | val_loss: 0.0311881 | Time: 4152.89 ms [2021-12-27 14:12:07 main:574] : INFO : Epoch 1630 | loss: 0.0311704 | val_loss: 0.0311837 | Time: 4141.95 ms [2021-12-27 14:12:11 main:574] : INFO : Epoch 1631 | loss: 0.0311717 | val_loss: 0.0311878 | Time: 4153.98 ms [2021-12-27 14:12:15 main:574] : INFO : Epoch 1632 | loss: 0.0311723 | val_loss: 0.0311837 | Time: 4146.7 ms [2021-12-27 14:12:19 main:574] : INFO : Epoch 1633 | loss: 0.0311695 | val_loss: 0.0311852 | Time: 4127.15 ms [2021-12-27 14:12:23 main:574] : INFO : Epoch 1634 | loss: 0.0311684 | val_loss: 0.0311826 | Time: 4135.89 ms [2021-12-27 14:12:27 main:574] : INFO : Epoch 1635 | loss: 0.0311709 | val_loss: 0.0311853 | Time: 4167.84 ms [2021-12-27 14:12:32 main:574] : INFO : Epoch 1636 | loss: 0.0311712 | val_loss: 0.0311826 | Time: 4146.72 ms [2021-12-27 14:12:36 main:574] : INFO : Epoch 1637 | loss: 0.0311702 | val_loss: 0.031184 | Time: 4118.81 ms [2021-12-27 14:12:40 main:574] : INFO : Epoch 1638 | loss: 0.0311735 | val_loss: 0.0311839 | Time: 4104.08 ms [2021-12-27 14:12:44 main:574] : INFO : Epoch 1639 | loss: 0.0311722 | val_loss: 0.0311815 | Time: 4148.29 ms [2021-12-27 14:12:48 main:574] : INFO : Epoch 1640 | loss: 0.03117 | val_loss: 0.0311818 | Time: 4150.29 ms [2021-12-27 14:12:52 main:574] : INFO : Epoch 1641 | loss: 0.0311702 | val_loss: 0.031183 | Time: 4134.44 ms [2021-12-27 14:12:56 main:574] : INFO : Epoch 1642 | loss: 0.0311697 | val_loss: 0.0311862 | Time: 4137.92 ms [2021-12-27 14:13:01 main:574] : INFO : Epoch 1643 | loss: 0.0311703 | val_loss: 0.0311842 | Time: 4144.49 ms [2021-12-27 14:13:05 main:574] : INFO : Epoch 1644 | loss: 0.0311702 | val_loss: 0.031181 | Time: 4121 ms [2021-12-27 14:13:09 main:574] : INFO : Epoch 1645 | loss: 0.0311721 | val_loss: 0.0311845 | Time: 4142.42 ms [2021-12-27 14:13:13 main:574] : INFO : Epoch 1646 | loss: 0.0311749 | val_loss: 0.0311868 | Time: 4134.64 ms [2021-12-27 14:13:17 main:574] : INFO : Epoch 1647 | loss: 0.0311763 | val_loss: 0.0311827 | Time: 4151.93 ms [2021-12-27 14:13:21 main:574] : INFO : Epoch 1648 | loss: 0.031173 | val_loss: 0.0311863 | Time: 4132.51 ms [2021-12-27 14:13:25 main:574] : INFO : Epoch 1649 | loss: 0.0311725 | val_loss: 0.0311831 | Time: 4139.93 ms [2021-12-27 14:13:30 main:574] : INFO : Epoch 1650 | loss: 0.0311719 | val_loss: 0.031182 | Time: 4151.89 ms [2021-12-27 14:13:34 main:574] : INFO : Epoch 1651 | loss: 0.0311701 | val_loss: 0.0311811 | Time: 4136.56 ms [2021-12-27 14:13:38 main:574] : INFO : Epoch 1652 | loss: 0.0311691 | val_loss: 0.031182 | Time: 4135.54 ms [2021-12-27 14:13:42 main:574] : INFO : Epoch 1653 | loss: 0.031169 | val_loss: 0.0311806 | Time: 4122.82 ms [2021-12-27 14:13:46 main:574] : INFO : Epoch 1654 | loss: 0.0311681 | val_loss: 0.0311826 | Time: 4127.72 ms [2021-12-27 14:13:50 main:574] : INFO : Epoch 1655 | loss: 0.031169 | val_loss: 0.0311889 | Time: 4154.66 ms [2021-12-27 14:13:54 main:574] : INFO : Epoch 1656 | loss: 0.0311698 | val_loss: 0.031182 | Time: 4141.49 ms [2021-12-27 14:13:59 main:574] : INFO : Epoch 1657 | loss: 0.0311687 | val_loss: 0.0311825 | Time: 4136.08 ms [2021-12-27 14:14:03 main:574] : INFO : Epoch 1658 | loss: 0.0311677 | val_loss: 0.0311818 | Time: 4153.6 ms [2021-12-27 14:14:07 main:574] : INFO : Epoch 1659 | loss: 0.0311681 | val_loss: 0.0311829 | Time: 4124.24 ms [2021-12-27 14:14:11 main:574] : INFO : Epoch 1660 | loss: 0.0311688 | val_loss: 0.0311848 | Time: 4125.64 ms [2021-12-27 14:14:15 main:574] : INFO : Epoch 1661 | loss: 0.0311681 | val_loss: 0.031183 | Time: 4136.78 ms [2021-12-27 14:14:19 main:574] : INFO : Epoch 1662 | loss: 0.0311678 | val_loss: 0.0311842 | Time: 4137.58 ms [2021-12-27 14:14:23 main:574] : INFO : Epoch 1663 | loss: 0.0311683 | val_loss: 0.0311819 | Time: 4107.49 ms [2021-12-27 14:14:27 main:574] : INFO : Epoch 1664 | loss: 0.0311663 | val_loss: 0.0311823 | Time: 4135.57 ms [2021-12-27 14:14:32 main:574] : INFO : Epoch 1665 | loss: 0.0311677 | val_loss: 0.0311824 | Time: 4127.82 ms [2021-12-27 14:14:36 main:574] : INFO : Epoch 1666 | loss: 0.0311693 | val_loss: 0.0311837 | Time: 4136.94 ms [2021-12-27 14:14:40 main:574] : INFO : Epoch 1667 | loss: 0.0311682 | val_loss: 0.0311822 | Time: 4146.1 ms [2021-12-27 14:14:44 main:574] : INFO : Epoch 1668 | loss: 0.0311681 | val_loss: 0.0311834 | Time: 4122.41 ms [2021-12-27 14:14:48 main:574] : INFO : Epoch 1669 | loss: 0.0311691 | val_loss: 0.0311853 | Time: 4130.21 ms [2021-12-27 14:14:52 main:574] : INFO : Epoch 1670 | loss: 0.0311721 | val_loss: 0.0311937 | Time: 4145.57 ms [2021-12-27 14:14:56 main:574] : INFO : Epoch 1671 | loss: 0.0311752 | val_loss: 0.0311865 | Time: 4139.66 ms [2021-12-27 14:15:01 main:574] : INFO : Epoch 1672 | loss: 0.0311721 | val_loss: 0.0311824 | Time: 4127.81 ms [2021-12-27 14:15:05 main:574] : INFO : Epoch 1673 | loss: 0.0311699 | val_loss: 0.0311834 | Time: 4150.69 ms [2021-12-27 14:15:09 main:574] : INFO : Epoch 1674 | loss: 0.0311704 | val_loss: 0.0311837 | Time: 4136.77 ms [2021-12-27 14:15:13 main:574] : INFO : Epoch 1675 | loss: 0.0311713 | val_loss: 0.0311844 | Time: 4127.66 ms [2021-12-27 14:15:17 main:574] : INFO : Epoch 1676 | loss: 0.0311701 | val_loss: 0.0311807 | Time: 4128.87 ms [2021-12-27 14:15:21 main:574] : INFO : Epoch 1677 | loss: 0.0311684 | val_loss: 0.0311815 | Time: 4133.14 ms [2021-12-27 14:15:25 main:574] : INFO : Epoch 1678 | loss: 0.031168 | val_loss: 0.0311809 | Time: 4117.33 ms [2021-12-27 14:15:30 main:574] : INFO : Epoch 1679 | loss: 0.0311678 | val_loss: 0.0311812 | Time: 4130.79 ms [2021-12-27 14:15:34 main:574] : INFO : Epoch 1680 | loss: 0.0311668 | val_loss: 0.0311824 | Time: 4122.07 ms [2021-12-27 14:15:38 main:574] : INFO : Epoch 1681 | loss: 0.0311672 | val_loss: 0.0311844 | Time: 4153.32 ms [2021-12-27 14:15:42 main:574] : INFO : Epoch 1682 | loss: 0.0311697 | val_loss: 0.0311844 | Time: 4144.68 ms [2021-12-27 14:15:46 main:574] : INFO : Epoch 1683 | loss: 0.0311699 | val_loss: 0.0311867 | Time: 4159.38 ms [2021-12-27 14:15:50 main:574] : INFO : Epoch 1684 | loss: 0.0311701 | val_loss: 0.0311812 | Time: 4134.49 ms [2021-12-27 14:15:54 main:574] : INFO : Epoch 1685 | loss: 0.0311668 | val_loss: 0.0311829 | Time: 4138.55 ms [2021-12-27 14:15:59 main:574] : INFO : Epoch 1686 | loss: 0.0311713 | val_loss: 0.0311839 | Time: 4118.07 ms [2021-12-27 14:16:03 main:574] : INFO : Epoch 1687 | loss: 0.0311691 | val_loss: 0.0311804 | Time: 4113.37 ms [2021-12-27 14:16:07 main:574] : INFO : Epoch 1688 | loss: 0.0311664 | val_loss: 0.0311815 | Time: 4129.02 ms [2021-12-27 14:16:11 main:574] : INFO : Epoch 1689 | loss: 0.0311665 | val_loss: 0.0311831 | Time: 4117.44 ms [2021-12-27 14:16:15 main:574] : INFO : Epoch 1690 | loss: 0.0311696 | val_loss: 0.0311836 | Time: 4137.22 ms [2021-12-27 14:16:19 main:574] : INFO : Epoch 1691 | loss: 0.0311715 | val_loss: 0.0311829 | Time: 4149.65 ms [2021-12-27 14:16:23 main:574] : INFO : Epoch 1692 | loss: 0.0311741 | val_loss: 0.0311818 | Time: 4138.03 ms [2021-12-27 14:16:27 main:574] : INFO : Epoch 1693 | loss: 0.0311733 | val_loss: 0.0311836 | Time: 4129.96 ms [2021-12-27 14:16:32 main:574] : INFO : Epoch 1694 | loss: 0.0311726 | val_loss: 0.0311832 | Time: 4123.87 ms [2021-12-27 14:16:36 main:574] : INFO : Epoch 1695 | loss: 0.0311713 | val_loss: 0.0311866 | Time: 4154.53 ms [2021-12-27 14:16:40 main:574] : INFO : Epoch 1696 | loss: 0.0311721 | val_loss: 0.0311805 | Time: 4126.4 ms [2021-12-27 14:16:44 main:574] : INFO : Epoch 1697 | loss: 0.0311712 | val_loss: 0.0311875 | Time: 4133.55 ms [2021-12-27 14:16:48 main:574] : INFO : Epoch 1698 | loss: 0.0311726 | val_loss: 0.031182 | Time: 4116.38 ms [2021-12-27 14:16:52 main:574] : INFO : Epoch 1699 | loss: 0.0311693 | val_loss: 0.0311795 | Time: 4139.43 ms [2021-12-27 14:16:56 main:574] : INFO : Epoch 1700 | loss: 0.0311677 | val_loss: 0.031181 | Time: 4117.55 ms [2021-12-27 14:17:01 main:574] : INFO : Epoch 1701 | loss: 0.031167 | val_loss: 0.0311806 | Time: 4135.07 ms [2021-12-27 14:17:05 main:574] : INFO : Epoch 1702 | loss: 0.0311679 | val_loss: 0.0311821 | Time: 4133.76 ms [2021-12-27 14:17:09 main:574] : INFO : Epoch 1703 | loss: 0.0311697 | val_loss: 0.0311819 | Time: 4122.9 ms [2021-12-27 14:17:13 main:574] : INFO : Epoch 1704 | loss: 0.0311694 | val_loss: 0.0311832 | Time: 4140.61 ms [2021-12-27 14:17:17 main:574] : INFO : Epoch 1705 | loss: 0.031169 | val_loss: 0.0311829 | Time: 4144.06 ms [2021-12-27 14:17:21 main:574] : INFO : Epoch 1706 | loss: 0.0311703 | val_loss: 0.0311836 | Time: 4122.04 ms [2021-12-27 14:17:25 main:574] : INFO : Epoch 1707 | loss: 0.0311675 | val_loss: 0.0311819 | Time: 4136.33 ms [2021-12-27 14:17:29 main:574] : INFO : Epoch 1708 | loss: 0.0311671 | val_loss: 0.0311838 | Time: 4113.87 ms [2021-12-27 14:17:34 main:574] : INFO : Epoch 1709 | loss: 0.0311689 | val_loss: 0.0311814 | Time: 4126.55 ms [2021-12-27 14:17:38 main:574] : INFO : Epoch 1710 | loss: 0.0311683 | val_loss: 0.0311806 | Time: 4110.95 ms [2021-12-27 14:17:42 main:574] : INFO : Epoch 1711 | loss: 0.0311665 | val_loss: 0.0311809 | Time: 4132.18 ms [2021-12-27 14:17:46 main:574] : INFO : Epoch 1712 | loss: 0.0311655 | val_loss: 0.0311836 | Time: 4131.07 ms [2021-12-27 14:17:50 main:574] : INFO : Epoch 1713 | loss: 0.0311672 | val_loss: 0.0311804 | Time: 4148.78 ms [2021-12-27 14:17:54 main:574] : INFO : Epoch 1714 | loss: 0.0311716 | val_loss: 0.0311829 | Time: 4111.98 ms [2021-12-27 14:17:58 main:574] : INFO : Epoch 1715 | loss: 0.0311704 | val_loss: 0.0311818 | Time: 4142.26 ms [2021-12-27 14:18:03 main:574] : INFO : Epoch 1716 | loss: 0.0311687 | val_loss: 0.031182 | Time: 4135.19 ms [2021-12-27 14:18:07 main:574] : INFO : Epoch 1717 | loss: 0.0311668 | val_loss: 0.0311822 | Time: 4123.18 ms [2021-12-27 14:18:11 main:574] : INFO : Epoch 1718 | loss: 0.0311678 | val_loss: 0.0311819 | Time: 4122.08 ms [2021-12-27 14:18:15 main:574] : INFO : Epoch 1719 | loss: 0.0311669 | val_loss: 0.0311819 | Time: 4131.9 ms [2021-12-27 14:18:19 main:574] : INFO : Epoch 1720 | loss: 0.0311664 | val_loss: 0.0311823 | Time: 4118.34 ms [2021-12-27 14:18:23 main:574] : INFO : Epoch 1721 | loss: 0.031169 | val_loss: 0.0311814 | Time: 4142.29 ms [2021-12-27 14:18:27 main:574] : INFO : Epoch 1722 | loss: 0.031168 | val_loss: 0.031181 | Time: 4140.11 ms [2021-12-27 14:18:31 main:574] : INFO : Epoch 1723 | loss: 0.0311648 | val_loss: 0.0311816 | Time: 4106.04 ms [2021-12-27 14:18:36 main:574] : INFO : Epoch 1724 | loss: 0.0311649 | val_loss: 0.0311817 | Time: 4151.19 ms [2021-12-27 14:18:40 main:574] : INFO : Epoch 1725 | loss: 0.0311656 | val_loss: 0.0311804 | Time: 4170.18 ms [2021-12-27 14:18:44 main:574] : INFO : Epoch 1726 | loss: 0.0311665 | val_loss: 0.0311857 | Time: 4133.78 ms [2021-12-27 14:18:48 main:574] : INFO : Epoch 1727 | loss: 0.0311681 | val_loss: 0.0311806 | Time: 4124.69 ms [2021-12-27 14:18:52 main:574] : INFO : Epoch 1728 | loss: 0.0311751 | val_loss: 0.0311837 | Time: 4122.32 ms [2021-12-27 14:18:56 main:574] : INFO : Epoch 1729 | loss: 0.0311711 | val_loss: 0.0311862 | Time: 4121.65 ms [2021-12-27 14:19:00 main:574] : INFO : Epoch 1730 | loss: 0.0311686 | val_loss: 0.0311835 | Time: 4143.01 ms [2021-12-27 14:19:05 main:574] : INFO : Epoch 1731 | loss: 0.0311686 | val_loss: 0.0311845 | Time: 4128.77 ms [2021-12-27 14:19:09 main:574] : INFO : Epoch 1732 | loss: 0.0311691 | val_loss: 0.0311813 | Time: 4134.08 ms [2021-12-27 14:19:13 main:574] : INFO : Epoch 1733 | loss: 0.0311672 | val_loss: 0.0311824 | Time: 4128.44 ms [2021-12-27 14:19:17 main:574] : INFO : Epoch 1734 | loss: 0.0311674 | val_loss: 0.0311811 | Time: 4122.35 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro M2000) [2022-03-24 14:03:13 main:435] : INFO : Set logging level to 1 [2022-03-24 14:03:13 main:441] : INFO : Running in BOINC Client mode [2022-03-24 14:03:13 main:444] : INFO : Resolving all filenames [2022-03-24 14:03:13 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-24 14:03:13 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-24 14:03:13 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-24 14:03:13 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-24 14:03:13 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-24 14:03:13 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-24 14:03:13 main:474] : INFO : Configuration: [2022-03-24 14:03:13 main:475] : INFO : Model type: GRU [2022-03-24 14:03:13 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-24 14:03:13 main:477] : INFO : Max Epochs: 2048 [2022-03-24 14:03:13 main:478] : INFO : Batch Size: 128 [2022-03-24 14:03:13 main:479] : INFO : Learning Rate: 0.01 [2022-03-24 14:03:13 main:480] : INFO : Patience: 10 [2022-03-24 14:03:13 main:481] : INFO : Hidden Width: 12 [2022-03-24 14:03:13 main:482] : INFO : # Recurrent Layers: 4 [2022-03-24 14:03:13 main:483] : INFO : # Backend Layers: 4 [2022-03-24 14:03:13 main:484] : INFO : # Threads: 1 [2022-03-24 14:03:13 main:486] : INFO : Preparing Dataset [2022-03-24 14:03:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-24 14:03:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-24 14:03:17 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-24 14:03:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-24 14:03:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-24 14:03:17 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-24 14:03:17 main:494] : INFO : Creating Model [2022-03-24 14:03:17 main:507] : INFO : Preparing config file [2022-03-24 14:03:17 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-24 14:03:17 main:512] : INFO : Loading config [2022-03-24 14:03:17 main:514] : INFO : Loading state [2022-03-24 14:03:18 main:559] : INFO : Loading DataLoader into Memory [2022-03-24 14:03:18 main:562] : INFO : Starting Training [2022-03-24 14:03:24 main:574] : INFO : Epoch 1733 | loss: 0.031211 | val_loss: 0.0311917 | Time: 5472.66 ms [2022-03-24 14:03:28 main:574] : INFO : Epoch 1734 | loss: 0.0311813 | val_loss: 0.0311851 | Time: 4166.29 ms [2022-03-24 14:03:32 main:574] : INFO : Epoch 1735 | loss: 0.0311778 | val_loss: 0.03118 | Time: 4174.58 ms [2022-03-24 14:03:36 main:574] : INFO : Epoch 1736 | loss: 0.0311791 | val_loss: 0.0311802 | Time: 4166.86 ms [2022-03-24 14:03:40 main:574] : INFO : Epoch 1737 | loss: 0.0311777 | val_loss: 0.0311789 | Time: 4175.62 ms [2022-03-24 14:03:45 main:574] : INFO : Epoch 1738 | loss: 0.0311753 | val_loss: 0.0311797 | Time: 4171.58 ms [2022-03-24 14:03:49 main:574] : INFO : Epoch 1739 | loss: 0.0311718 | val_loss: 0.0311766 | Time: 4171.69 ms [2022-03-24 14:03:53 main:574] : INFO : Epoch 1740 | loss: 0.0311716 | val_loss: 0.0311799 | Time: 4182.59 ms [2022-03-24 14:03:57 main:574] : INFO : Epoch 1741 | loss: 0.0311738 | val_loss: 0.0311819 | Time: 4174.92 ms [2022-03-24 14:04:01 main:574] : INFO : Epoch 1742 | loss: 0.0311718 | val_loss: 0.0311787 | Time: 4156.2 ms [2022-03-24 14:04:05 main:574] : INFO : Epoch 1743 | loss: 0.0311721 | val_loss: 0.03118 | Time: 4185.42 ms [2022-03-24 14:04:10 main:574] : INFO : Epoch 1744 | loss: 0.0311709 | val_loss: 0.03118 | Time: 4139.61 ms [2022-03-24 14:04:14 main:574] : INFO : Epoch 1745 | loss: 0.0311688 | val_loss: 0.031182 | Time: 4170.35 ms [2022-03-24 14:04:18 main:574] : INFO : Epoch 1746 | loss: 0.0311682 | val_loss: 0.031178 | Time: 4145.49 ms [2022-03-24 14:04:22 main:574] : INFO : Epoch 1747 | loss: 0.0311676 | val_loss: 0.0311789 | Time: 4178.97 ms [2022-03-24 14:04:27 main:574] : INFO : Epoch 1748 | loss: 0.0311704 | val_loss: 0.031178 | Time: 4597.12 ms [2022-03-24 14:04:31 main:574] : INFO : Epoch 1749 | loss: 0.0311721 | val_loss: 0.0311802 | Time: 4388.56 ms [2022-03-24 14:04:35 main:574] : INFO : Epoch 1750 | loss: 0.0311688 | val_loss: 0.0311768 | Time: 4261.96 ms [2022-03-24 14:04:40 main:574] : INFO : Epoch 1751 | loss: 0.0311696 | val_loss: 0.0311801 | Time: 4272.34 ms [2022-03-24 14:04:44 main:574] : INFO : Epoch 1752 | loss: 0.0311712 | val_loss: 0.0311788 | Time: 4454.33 ms [2022-03-24 14:04:48 main:574] : INFO : Epoch 1753 | loss: 0.0311722 | val_loss: 0.0311779 | Time: 4193.87 ms [2022-03-24 14:04:53 main:574] : INFO : Epoch 1754 | loss: 0.0311698 | val_loss: 0.0311765 | Time: 4256.8 ms [2022-03-24 14:04:57 main:574] : INFO : Epoch 1755 | loss: 0.0311677 | val_loss: 0.031176 | Time: 4235.16 ms [2022-03-24 14:05:01 main:574] : INFO : Epoch 1756 | loss: 0.0311665 | val_loss: 0.0311772 | Time: 4253.75 ms [2022-03-24 14:05:05 main:574] : INFO : Epoch 1757 | loss: 0.031166 | val_loss: 0.0311792 | Time: 4229.82 ms [2022-03-24 14:05:10 main:574] : INFO : Epoch 1758 | loss: 0.031165 | val_loss: 0.0311754 | Time: 4184.64 ms [2022-03-24 14:05:14 main:574] : INFO : Epoch 1759 | loss: 0.0311651 | val_loss: 0.0311776 | Time: 4177.2 ms [2022-03-24 14:05:18 main:574] : INFO : Epoch 1760 | loss: 0.0311707 | val_loss: 0.0311795 | Time: 4132.93 ms [2022-03-24 14:05:22 main:574] : INFO : Epoch 1761 | loss: 0.031173 | val_loss: 0.0311791 | Time: 4149.71 ms [2022-03-24 14:05:26 main:574] : INFO : Epoch 1762 | loss: 0.0311752 | val_loss: 0.0311831 | Time: 4156.3 ms [2022-03-24 14:05:30 main:574] : INFO : Epoch 1763 | loss: 0.0311798 | val_loss: 0.0311875 | Time: 4212.34 ms [2022-03-24 14:05:35 main:574] : INFO : Epoch 1764 | loss: 0.0311872 | val_loss: 0.0311922 | Time: 4158.82 ms [2022-03-24 14:05:39 main:574] : INFO : Epoch 1765 | loss: 0.0311858 | val_loss: 0.0311893 | Time: 4152.46 ms [2022-03-24 14:05:43 main:574] : INFO : Epoch 1766 | loss: 0.031182 | val_loss: 0.0311874 | Time: 4240.5 ms [2022-03-24 14:05:47 main:574] : INFO : Epoch 1767 | loss: 0.0311819 | val_loss: 0.0311802 | Time: 4221.76 ms [2022-03-24 14:05:51 main:574] : INFO : Epoch 1768 | loss: 0.0311803 | val_loss: 0.03118 | Time: 4236.39 ms [2022-03-24 14:05:56 main:574] : INFO : Epoch 1769 | loss: 0.0311784 | val_loss: 0.0311817 | Time: 4174.09 ms [2022-03-24 14:06:00 main:574] : INFO : Epoch 1770 | loss: 0.0311742 | val_loss: 0.031174 | Time: 4231.5 ms [2022-03-24 14:06:04 main:574] : INFO : Epoch 1771 | loss: 0.0311708 | val_loss: 0.0311751 | Time: 4167.84 ms [2022-03-24 14:06:08 main:574] : INFO : Epoch 1772 | loss: 0.0311711 | val_loss: 0.0311738 | Time: 4134.71 ms [2022-03-24 14:06:12 main:574] : INFO : Epoch 1773 | loss: 0.0311708 | val_loss: 0.0311766 | Time: 4232.02 ms [2022-03-24 14:06:16 main:574] : INFO : Epoch 1774 | loss: 0.0311698 | val_loss: 0.0311735 | Time: 4147.43 ms [2022-03-24 14:06:21 main:574] : INFO : Epoch 1775 | loss: 0.0311686 | val_loss: 0.0311754 | Time: 4186.59 ms [2022-03-24 14:06:25 main:574] : INFO : Epoch 1776 | loss: 0.0311682 | val_loss: 0.0311729 | Time: 4161.51 ms [2022-03-24 14:06:29 main:574] : INFO : Epoch 1777 | loss: 0.0311668 | val_loss: 0.0311726 | Time: 4193.46 ms [2022-03-24 14:06:33 main:574] : INFO : Epoch 1778 | loss: 0.0311665 | val_loss: 0.0311719 | Time: 4171.18 ms [2022-03-24 14:06:37 main:574] : INFO : Epoch 1779 | loss: 0.031165 | val_loss: 0.0311726 | Time: 4169.14 ms [2022-03-24 14:06:42 main:574] : INFO : Epoch 1780 | loss: 0.0311633 | val_loss: 0.0311725 | Time: 4151.64 ms [2022-03-24 14:06:46 main:574] : INFO : Epoch 1781 | loss: 0.0311662 | val_loss: 0.0311745 | Time: 4494.29 ms [2022-03-24 14:06:50 main:574] : INFO : Epoch 1782 | loss: 0.0311639 | val_loss: 0.0311717 | Time: 4351.86 ms [2022-03-24 14:06:55 main:574] : INFO : Epoch 1783 | loss: 0.0311634 | val_loss: 0.031174 | Time: 4147.07 ms [2022-03-24 14:06:59 main:574] : INFO : Epoch 1784 | loss: 0.0311643 | val_loss: 0.0311722 | Time: 4159.06 ms [2022-03-24 14:07:03 main:574] : INFO : Epoch 1785 | loss: 0.031164 | val_loss: 0.0311734 | Time: 4192.66 ms [2022-03-24 14:07:07 main:574] : INFO : Epoch 1786 | loss: 0.0311652 | val_loss: 0.0311757 | Time: 4178.11 ms [2022-03-24 14:07:11 main:574] : INFO : Epoch 1787 | loss: 0.0311654 | val_loss: 0.0311726 | Time: 4185.81 ms [2022-03-24 14:07:15 main:574] : INFO : Epoch 1788 | loss: 0.0311629 | val_loss: 0.0311735 | Time: 4175.49 ms [2022-03-24 14:07:20 main:574] : INFO : Epoch 1789 | loss: 0.0311616 | val_loss: 0.031173 | Time: 4182.26 ms [2022-03-24 14:07:24 main:574] : INFO : Epoch 1790 | loss: 0.0311647 | val_loss: 0.0311724 | Time: 4169.52 ms [2022-03-24 14:07:28 main:574] : INFO : Epoch 1791 | loss: 0.0311698 | val_loss: 0.0311723 | Time: 4174.64 ms [2022-03-24 14:07:32 main:574] : INFO : Epoch 1792 | loss: 0.0311693 | val_loss: 0.0311712 | Time: 4159.31 ms [2022-03-24 14:07:36 main:574] : INFO : Epoch 1793 | loss: 0.0311658 | val_loss: 0.03117 | Time: 4177.3 ms [2022-03-24 14:07:41 main:574] : INFO : Epoch 1794 | loss: 0.0311647 | val_loss: 0.0311707 | Time: 4174.68 ms [2022-03-24 14:07:45 main:574] : INFO : Epoch 1795 | loss: 0.0311654 | val_loss: 0.0311722 | Time: 4180.06 ms [2022-03-24 14:07:49 main:574] : INFO : Epoch 1796 | loss: 0.0311652 | val_loss: 0.031171 | Time: 4157.37 ms [2022-03-24 14:07:53 main:574] : INFO : Epoch 1797 | loss: 0.0311636 | val_loss: 0.031173 | Time: 4178.49 ms [2022-03-24 14:07:57 main:574] : INFO : Epoch 1798 | loss: 0.0311651 | val_loss: 0.0311702 | Time: 4156.87 ms [2022-03-24 14:08:01 main:574] : INFO : Epoch 1799 | loss: 0.031165 | val_loss: 0.0311723 | Time: 4171 ms [2022-03-24 14:08:06 main:574] : INFO : Epoch 1800 | loss: 0.0311647 | val_loss: 0.03117 | Time: 4179.09 ms [2022-03-24 14:08:10 main:574] : INFO : Epoch 1801 | loss: 0.031163 | val_loss: 0.0311691 | Time: 4164.08 ms [2022-03-24 14:08:14 main:574] : INFO : Epoch 1802 | loss: 0.0311645 | val_loss: 0.0311735 | Time: 4152.93 ms [2022-03-24 14:08:18 main:574] : INFO : Epoch 1803 | loss: 0.0311624 | val_loss: 0.0311689 | Time: 4161.95 ms [2022-03-24 14:08:22 main:574] : INFO : Epoch 1804 | loss: 0.031164 | val_loss: 0.03117 | Time: 4177.19 ms [2022-03-24 14:08:26 main:574] : INFO : Epoch 1805 | loss: 0.0311644 | val_loss: 0.0311698 | Time: 4183.11 ms [2022-03-24 14:08:31 main:574] : INFO : Epoch 1806 | loss: 0.0311653 | val_loss: 0.0311747 | Time: 4157.98 ms [2022-03-24 14:08:35 main:574] : INFO : Epoch 1807 | loss: 0.031163 | val_loss: 0.0311694 | Time: 4183.15 ms [2022-03-24 14:08:39 main:574] : INFO : Epoch 1808 | loss: 0.0311612 | val_loss: 0.0311707 | Time: 4171.43 ms [2022-03-24 14:08:43 main:574] : INFO : Epoch 1809 | loss: 0.0311611 | val_loss: 0.0311701 | Time: 4192.57 ms [2022-03-24 14:08:47 main:574] : INFO : Epoch 1810 | loss: 0.0311619 | val_loss: 0.0311712 | Time: 4148.76 ms [2022-03-24 14:08:51 main:574] : INFO : Epoch 1811 | loss: 0.0311609 | val_loss: 0.0311698 | Time: 4183.07 ms [2022-03-24 14:08:56 main:574] : INFO : Epoch 1812 | loss: 0.0311623 | val_loss: 0.0311704 | Time: 4240.75 ms [2022-03-24 14:09:00 main:574] : INFO : Epoch 1813 | loss: 0.0311631 | val_loss: 0.0311702 | Time: 4168.11 ms [2022-03-24 14:09:04 main:574] : INFO : Epoch 1814 | loss: 0.0311639 | val_loss: 0.0311712 | Time: 4176.11 ms [2022-03-24 14:09:08 main:574] : INFO : Epoch 1815 | loss: 0.0311623 | val_loss: 0.0311673 | Time: 4179.67 ms [2022-03-24 14:09:12 main:574] : INFO : Epoch 1816 | loss: 0.0311609 | val_loss: 0.0311684 | Time: 4187.06 ms [2022-03-24 14:09:17 main:574] : INFO : Epoch 1817 | loss: 0.0311593 | val_loss: 0.031172 | Time: 4185 ms [2022-03-24 14:09:21 main:574] : INFO : Epoch 1818 | loss: 0.031159 | val_loss: 0.031167 | Time: 4174.7 ms [2022-03-24 14:09:25 main:574] : INFO : Epoch 1819 | loss: 0.0311584 | val_loss: 0.0311702 | Time: 4188.46 ms [2022-03-24 14:09:29 main:574] : INFO : Epoch 1820 | loss: 0.0311578 | val_loss: 0.0311679 | Time: 4151.14 ms [2022-03-24 14:09:33 main:574] : INFO : Epoch 1821 | loss: 0.0311566 | val_loss: 0.031172 | Time: 4200.24 ms [2022-03-24 14:09:38 main:574] : INFO : Epoch 1822 | loss: 0.0311565 | val_loss: 0.0311697 | Time: 4169.79 ms [2022-03-24 14:09:42 main:574] : INFO : Epoch 1823 | loss: 0.0311581 | val_loss: 0.0311688 | Time: 4184.99 ms [2022-03-24 14:09:46 main:574] : INFO : Epoch 1824 | loss: 0.0311589 | val_loss: 0.0311689 | Time: 4166.89 ms [2022-03-24 14:09:50 main:574] : INFO : Epoch 1825 | loss: 0.0311579 | val_loss: 0.031168 | Time: 4175.12 ms [2022-03-24 14:09:54 main:574] : INFO : Epoch 1826 | loss: 0.0311572 | val_loss: 0.0311684 | Time: 4166.96 ms [2022-03-24 14:09:58 main:574] : INFO : Epoch 1827 | loss: 0.0311574 | val_loss: 0.0311705 | Time: 4178.84 ms [2022-03-24 14:10:03 main:574] : INFO : Epoch 1828 | loss: 0.0311578 | val_loss: 0.0311681 | Time: 4166.81 ms [2022-03-24 14:10:07 main:574] : INFO : Epoch 1829 | loss: 0.0311573 | val_loss: 0.0311696 | Time: 4186.08 ms [2022-03-24 14:10:11 main:574] : INFO : Epoch 1830 | loss: 0.0311566 | val_loss: 0.031171 | Time: 4176.25 ms [2022-03-24 14:10:15 main:574] : INFO : Epoch 1831 | loss: 0.0311562 | val_loss: 0.0311715 | Time: 4195.11 ms [2022-03-24 14:10:19 main:574] : INFO : Epoch 1832 | loss: 0.0311569 | val_loss: 0.0311729 | Time: 4190.78 ms [2022-03-24 14:10:24 main:574] : INFO : Epoch 1833 | loss: 0.0311589 | val_loss: 0.03117 | Time: 4207.32 ms [2022-03-24 14:10:28 main:574] : INFO : Epoch 1834 | loss: 0.0311568 | val_loss: 0.0311713 | Time: 4174.94 ms [2022-03-24 14:10:32 main:574] : INFO : Epoch 1835 | loss: 0.0311587 | val_loss: 0.0311739 | Time: 4185.5 ms [2022-03-24 14:10:36 main:574] : INFO : Epoch 1836 | loss: 0.0311579 | val_loss: 0.0311701 | Time: 4201.37 ms [2022-03-24 14:10:40 main:574] : INFO : Epoch 1837 | loss: 0.031157 | val_loss: 0.0311709 | Time: 4174.13 ms [2022-03-24 14:10:45 main:574] : INFO : Epoch 1838 | loss: 0.0311584 | val_loss: 0.0311709 | Time: 4199.13 ms [2022-03-24 14:10:49 main:574] : INFO : Epoch 1839 | loss: 0.0311585 | val_loss: 0.0311697 | Time: 4145.12 ms [2022-03-24 14:10:53 main:574] : INFO : Epoch 1840 | loss: 0.0311566 | val_loss: 0.0311696 | Time: 4619.89 ms [2022-03-24 14:10:57 main:574] : INFO : Epoch 1841 | loss: 0.0311576 | val_loss: 0.0311698 | Time: 4148.64 ms [2022-03-24 14:11:02 main:574] : INFO : Epoch 1842 | loss: 0.0311577 | val_loss: 0.0311696 | Time: 4174.16 ms [2022-03-24 14:11:06 main:574] : INFO : Epoch 1843 | loss: 0.0311554 | val_loss: 0.0311729 | Time: 4157.21 ms [2022-03-24 14:11:10 main:574] : INFO : Epoch 1844 | loss: 0.0311563 | val_loss: 0.0311691 | Time: 4170.42 ms [2022-03-24 14:11:14 main:574] : INFO : Epoch 1845 | loss: 0.0311568 | val_loss: 0.0311695 | Time: 4164.17 ms [2022-03-24 14:11:18 main:574] : INFO : Epoch 1846 | loss: 0.0311588 | val_loss: 0.0311713 | Time: 4173.1 ms [2022-03-24 14:11:22 main:574] : INFO : Epoch 1847 | loss: 0.0311594 | val_loss: 0.0311763 | Time: 4154.33 ms [2022-03-24 14:11:27 main:574] : INFO : Epoch 1848 | loss: 0.0311584 | val_loss: 0.0311725 | Time: 4171.15 ms [2022-03-24 14:11:31 main:574] : INFO : Epoch 1849 | loss: 0.0311561 | val_loss: 0.0311725 | Time: 4152.57 ms [2022-03-24 14:11:35 main:574] : INFO : Epoch 1850 | loss: 0.0311558 | val_loss: 0.0311722 | Time: 4178.03 ms [2022-03-24 14:11:39 main:574] : INFO : Epoch 1851 | loss: 0.0311606 | val_loss: 0.0311688 | Time: 4165.64 ms [2022-03-24 14:11:43 main:574] : INFO : Epoch 1852 | loss: 0.0311596 | val_loss: 0.0311727 | Time: 4186.99 ms [2022-03-24 14:11:48 main:574] : INFO : Epoch 1853 | loss: 0.0311587 | val_loss: 0.031173 | Time: 4149.55 ms [2022-03-24 14:11:52 main:574] : INFO : Epoch 1854 | loss: 0.0311661 | val_loss: 0.0311708 | Time: 4174.94 ms [2022-03-24 14:11:56 main:574] : INFO : Epoch 1855 | loss: 0.0311662 | val_loss: 0.0311729 | Time: 4158.54 ms [2022-03-24 14:12:00 main:574] : INFO : Epoch 1856 | loss: 0.0311666 | val_loss: 0.0311698 | Time: 4173.63 ms [2022-03-24 14:12:04 main:574] : INFO : Epoch 1857 | loss: 0.0311636 | val_loss: 0.0311683 | Time: 4163.43 ms [2022-03-24 14:12:08 main:574] : INFO : Epoch 1858 | loss: 0.0311634 | val_loss: 0.0311705 | Time: 4168.99 ms [2022-03-24 14:12:13 main:574] : INFO : Epoch 1859 | loss: 0.0311619 | val_loss: 0.0311697 | Time: 4131.17 ms [2022-03-24 14:12:17 main:574] : INFO : Epoch 1860 | loss: 0.0311599 | val_loss: 0.0311682 | Time: 4137.15 ms [2022-03-24 14:12:21 main:574] : INFO : Epoch 1861 | loss: 0.0311577 | val_loss: 0.0311695 | Time: 4155.72 ms [2022-03-24 14:12:25 main:574] : INFO : Epoch 1862 | loss: 0.0311589 | val_loss: 0.0311698 | Time: 4175.21 ms [2022-03-24 14:12:29 main:574] : INFO : Epoch 1863 | loss: 0.0311569 | val_loss: 0.0311698 | Time: 4152.18 ms [2022-03-24 14:12:33 main:574] : INFO : Epoch 1864 | loss: 0.0311567 | val_loss: 0.031168 | Time: 4182.82 ms [2022-03-24 14:12:37 main:574] : INFO : Epoch 1865 | loss: 0.0311549 | val_loss: 0.0311683 | Time: 4155.02 ms [2022-03-24 14:12:42 main:574] : INFO : Epoch 1866 | loss: 0.0311551 | val_loss: 0.0311696 | Time: 4169.73 ms [2022-03-24 14:12:46 main:574] : INFO : Epoch 1867 | loss: 0.0311549 | val_loss: 0.0311704 | Time: 4163.94 ms [2022-03-24 14:12:50 main:574] : INFO : Epoch 1868 | loss: 0.0311554 | val_loss: 0.0311709 | Time: 4152.16 ms [2022-03-24 14:12:54 main:574] : INFO : Epoch 1869 | loss: 0.0311551 | val_loss: 0.031171 | Time: 4180.49 ms [2022-03-24 14:12:58 main:574] : INFO : Epoch 1870 | loss: 0.0311538 | val_loss: 0.0311717 | Time: 4142.5 ms [2022-03-24 14:13:02 main:574] : INFO : Epoch 1871 | loss: 0.0311554 | val_loss: 0.0311701 | Time: 4170.83 ms [2022-03-24 14:13:07 main:574] : INFO : Epoch 1872 | loss: 0.0311556 | val_loss: 0.0311714 | Time: 4146.76 ms [2022-03-24 14:13:11 main:574] : INFO : Epoch 1873 | loss: 0.0311575 | val_loss: 0.0311809 | Time: 4167.15 ms [2022-03-24 14:13:15 main:574] : INFO : Epoch 1874 | loss: 0.0311575 | val_loss: 0.0311704 | Time: 4158.72 ms [2022-03-24 14:13:19 main:574] : INFO : Epoch 1875 | loss: 0.0311524 | val_loss: 0.0311703 | Time: 4169.2 ms [2022-03-24 14:13:23 main:574] : INFO : Epoch 1876 | loss: 0.0311552 | val_loss: 0.0311722 | Time: 4172.69 ms [2022-03-24 14:13:28 main:574] : INFO : Epoch 1877 | loss: 0.0311535 | val_loss: 0.0311725 | Time: 4219.56 ms [2022-03-24 14:13:32 main:574] : INFO : Epoch 1878 | loss: 0.0311569 | val_loss: 0.0311777 | Time: 4145.04 ms [2022-03-24 14:13:36 main:574] : INFO : Epoch 1879 | loss: 0.031155 | val_loss: 0.0311723 | Time: 4189.83 ms [2022-03-24 14:13:40 main:574] : INFO : Epoch 1880 | loss: 0.0311547 | val_loss: 0.031178 | Time: 4153.21 ms [2022-03-24 14:13:44 main:574] : INFO : Epoch 1881 | loss: 0.0311533 | val_loss: 0.0311731 | Time: 4183.7 ms [2022-03-24 14:13:48 main:574] : INFO : Epoch 1882 | loss: 0.0311548 | val_loss: 0.031172 | Time: 4149.49 ms [2022-03-24 14:13:53 main:574] : INFO : Epoch 1883 | loss: 0.031154 | val_loss: 0.0311708 | Time: 4180.19 ms [2022-03-24 14:13:57 main:574] : INFO : Epoch 1884 | loss: 0.0311523 | val_loss: 0.0311717 | Time: 4185.92 ms [2022-03-24 14:14:01 main:574] : INFO : Epoch 1885 | loss: 0.031151 | val_loss: 0.0311707 | Time: 4199.53 ms [2022-03-24 14:14:05 main:574] : INFO : Epoch 1886 | loss: 0.0311511 | val_loss: 0.0311722 | Time: 4181.56 ms [2022-03-24 14:14:09 main:574] : INFO : Epoch 1887 | loss: 0.0311502 | val_loss: 0.0311716 | Time: 4183.81 ms [2022-03-24 14:14:14 main:574] : INFO : Epoch 1888 | loss: 0.0311485 | val_loss: 0.0311744 | Time: 4223.87 ms [2022-03-24 14:14:18 main:574] : INFO : Epoch 1889 | loss: 0.0311488 | val_loss: 0.0311723 | Time: 4230.9 ms [2022-03-24 14:14:22 main:574] : INFO : Epoch 1890 | loss: 0.03115 | val_loss: 0.0311719 | Time: 4235.41 ms [2022-03-24 14:14:26 main:574] : INFO : Epoch 1891 | loss: 0.03115 | val_loss: 0.0311799 | Time: 4190.83 ms [2022-03-24 14:14:30 main:574] : INFO : Epoch 1892 | loss: 0.0311518 | val_loss: 0.0311757 | Time: 4196.67 ms [2022-03-24 14:14:35 main:574] : INFO : Epoch 1893 | loss: 0.0311501 | val_loss: 0.0311732 | Time: 4239.53 ms [2022-03-24 14:14:39 main:574] : INFO : Epoch 1894 | loss: 0.0311496 | val_loss: 0.031174 | Time: 4240.26 ms [2022-03-24 14:14:43 main:574] : INFO : Epoch 1895 | loss: 0.0311514 | val_loss: 0.0311727 | Time: 4160.87 ms [2022-03-24 14:14:47 main:574] : INFO : Epoch 1896 | loss: 0.0311507 | val_loss: 0.0311724 | Time: 4173.21 ms [2022-03-24 14:14:51 main:574] : INFO : Epoch 1897 | loss: 0.0311498 | val_loss: 0.0311722 | Time: 4156.03 ms [2022-03-24 14:14:56 main:574] : INFO : Epoch 1898 | loss: 0.0311499 | val_loss: 0.0311726 | Time: 4201.94 ms [2022-03-24 14:15:00 main:574] : INFO : Epoch 1899 | loss: 0.0311485 | val_loss: 0.031172 | Time: 4139.77 ms [2022-03-24 14:15:04 main:574] : INFO : Epoch 1900 | loss: 0.0311484 | val_loss: 0.0311841 | Time: 4188.3 ms [2022-03-24 14:15:08 main:574] : INFO : Epoch 1901 | loss: 0.031154 | val_loss: 0.031169 | Time: 4145.43 ms [2022-03-24 14:15:12 main:574] : INFO : Epoch 1902 | loss: 0.0311481 | val_loss: 0.0311722 | Time: 4176.31 ms [2022-03-24 14:15:16 main:574] : INFO : Epoch 1903 | loss: 0.0311459 | val_loss: 0.031169 | Time: 4154.32 ms [2022-03-24 14:15:21 main:574] : INFO : Epoch 1904 | loss: 0.0311481 | val_loss: 0.0311711 | Time: 4169.23 ms [2022-03-24 14:15:25 main:574] : INFO : Epoch 1905 | loss: 0.0311487 | val_loss: 0.0311731 | Time: 4155.21 ms [2022-03-24 14:15:29 main:574] : INFO : Epoch 1906 | loss: 0.0311483 | val_loss: 0.0311783 | Time: 4179.32 ms [2022-03-24 14:15:33 main:574] : INFO : Epoch 1907 | loss: 0.0311484 | val_loss: 0.0311708 | Time: 4162.37 ms [2022-03-24 14:15:37 main:574] : INFO : Epoch 1908 | loss: 0.0311475 | val_loss: 0.0311761 | Time: 4169.73 ms [2022-03-24 14:15:41 main:574] : INFO : Epoch 1909 | loss: 0.0311456 | val_loss: 0.0311732 | Time: 4162.74 ms [2022-03-24 14:15:46 main:574] : INFO : Epoch 1910 | loss: 0.0311475 | val_loss: 0.0311751 | Time: 4175.62 ms [2022-03-24 14:15:50 main:574] : INFO : Epoch 1911 | loss: 0.0311466 | val_loss: 0.0311774 | Time: 4144.82 ms [2022-03-24 14:15:54 main:574] : INFO : Epoch 1912 | loss: 0.031154 | val_loss: 0.031172 | Time: 4184.12 ms [2022-03-24 14:15:58 main:574] : INFO : Epoch 1913 | loss: 0.031152 | val_loss: 0.0311746 | Time: 4155.26 ms [2022-03-24 14:16:02 main:574] : INFO : Epoch 1914 | loss: 0.0311494 | val_loss: 0.0311734 | Time: 4165.76 ms [2022-03-24 14:16:07 main:574] : INFO : Epoch 1915 | loss: 0.03115 | val_loss: 0.0311744 | Time: 4160.36 ms [2022-03-24 14:16:11 main:574] : INFO : Epoch 1916 | loss: 0.0311494 | val_loss: 0.0311748 | Time: 4172.23 ms [2022-03-24 14:16:15 main:574] : INFO : Epoch 1917 | loss: 0.031148 | val_loss: 0.0311752 | Time: 4165.56 ms [2022-03-24 14:16:19 main:574] : INFO : Epoch 1918 | loss: 0.0311487 | val_loss: 0.0311744 | Time: 4165.15 ms [2022-03-24 14:16:23 main:574] : INFO : Epoch 1919 | loss: 0.0311483 | val_loss: 0.0311725 | Time: 4150.71 ms [2022-03-24 14:16:27 main:574] : INFO : Epoch 1920 | loss: 0.0311501 | val_loss: 0.0311698 | Time: 4151.36 ms [2022-03-24 14:16:32 main:574] : INFO : Epoch 1921 | loss: 0.031147 | val_loss: 0.0311657 | Time: 4264.76 ms [2022-03-24 14:16:36 main:574] : INFO : Epoch 1922 | loss: 0.0311459 | val_loss: 0.0311702 | Time: 4185.63 ms [2022-03-24 14:16:40 main:574] : INFO : Epoch 1923 | loss: 0.0311448 | val_loss: 0.0311701 | Time: 4148.25 ms [2022-03-24 14:16:44 main:574] : INFO : Epoch 1924 | loss: 0.0311451 | val_loss: 0.0311753 | Time: 4186.92 ms [2022-03-24 14:16:48 main:574] : INFO : Epoch 1925 | loss: 0.0311462 | val_loss: 0.0311754 | Time: 4141.91 ms [2022-03-24 14:16:52 main:574] : INFO : Epoch 1926 | loss: 0.0311447 | val_loss: 0.0311691 | Time: 4172.11 ms [2022-03-24 14:16:57 main:574] : INFO : Epoch 1927 | loss: 0.0311448 | val_loss: 0.0311713 | Time: 4159.56 ms [2022-03-24 14:17:01 main:574] : INFO : Epoch 1928 | loss: 0.0311484 | val_loss: 0.0311729 | Time: 4157.23 ms [2022-03-24 14:17:05 main:574] : INFO : Epoch 1929 | loss: 0.0311503 | val_loss: 0.0311875 | Time: 4165.72 ms [2022-03-24 14:17:09 main:574] : INFO : Epoch 1930 | loss: 0.0311507 | val_loss: 0.031177 | Time: 4172.54 ms [2022-03-24 14:17:13 main:574] : INFO : Epoch 1931 | loss: 0.0311487 | val_loss: 0.0311832 | Time: 4158.64 ms [2022-03-24 14:17:17 main:574] : INFO : Epoch 1932 | loss: 0.0311452 | val_loss: 0.0311818 | Time: 4169.03 ms [2022-03-24 14:17:22 main:574] : INFO : Epoch 1933 | loss: 0.0311448 | val_loss: 0.0311744 | Time: 4157.6 ms [2022-03-24 14:17:26 main:574] : INFO : Epoch 1934 | loss: 0.0311472 | val_loss: 0.0311702 | Time: 4156.56 ms [2022-03-24 14:17:30 main:574] : INFO : Epoch 1935 | loss: 0.0311441 | val_loss: 0.0311691 | Time: 4149.77 ms [2022-03-24 14:17:34 main:574] : INFO : Epoch 1936 | loss: 0.0311451 | val_loss: 0.0311719 | Time: 4205.09 ms [2022-03-24 14:17:38 main:574] : INFO : Epoch 1937 | loss: 0.0311455 | val_loss: 0.0311731 | Time: 4150.33 ms [2022-03-24 14:17:42 main:574] : INFO : Epoch 1938 | loss: 0.0311499 | val_loss: 0.031173 | Time: 4166.49 ms [2022-03-24 14:17:47 main:574] : INFO : Epoch 1939 | loss: 0.0311467 | val_loss: 0.0311731 | Time: 4159.44 ms [2022-03-24 14:17:51 main:574] : INFO : Epoch 1940 | loss: 0.0311442 | val_loss: 0.031174 | Time: 4233.22 ms [2022-03-24 14:17:55 main:574] : INFO : Epoch 1941 | loss: 0.031145 | val_loss: 0.031175 | Time: 4271.99 ms [2022-03-24 14:17:59 main:574] : INFO : Epoch 1942 | loss: 0.0311469 | val_loss: 0.0311707 | Time: 4206.35 ms [2022-03-24 14:18:04 main:574] : INFO : Epoch 1943 | loss: 0.0311487 | val_loss: 0.0311748 | Time: 4161.77 ms [2022-03-24 14:18:08 main:574] : INFO : Epoch 1944 | loss: 0.0311547 | val_loss: 0.0311683 | Time: 4179.66 ms [2022-03-24 14:18:12 main:574] : INFO : Epoch 1945 | loss: 0.0311507 | val_loss: 0.0311718 | Time: 4165.94 ms [2022-03-24 14:18:16 main:574] : INFO : Epoch 1946 | loss: 0.0311498 | val_loss: 0.0311747 | Time: 4202.94 ms [2022-03-24 14:18:20 main:574] : INFO : Epoch 1947 | loss: 0.0311499 | val_loss: 0.0311713 | Time: 4129.32 ms [2022-03-24 14:18:24 main:574] : INFO : Epoch 1948 | loss: 0.0311483 | val_loss: 0.0311721 | Time: 4158.43 ms [2022-03-24 14:18:29 main:574] : INFO : Epoch 1949 | loss: 0.0311528 | val_loss: 0.0311785 | Time: 4158.41 ms [2022-03-24 14:18:33 main:574] : INFO : Epoch 1950 | loss: 0.0311487 | val_loss: 0.0311663 | Time: 4152.34 ms [2022-03-24 14:18:37 main:574] : INFO : Epoch 1951 | loss: 0.0311466 | val_loss: 0.0311694 | Time: 4179.3 ms [2022-03-24 14:18:41 main:574] : INFO : Epoch 1952 | loss: 0.0311457 | val_loss: 0.0311685 | Time: 4134.84 ms [2022-03-24 14:18:45 main:574] : INFO : Epoch 1953 | loss: 0.0311462 | val_loss: 0.031171 | Time: 4172.13 ms [2022-03-24 14:18:49 main:574] : INFO : Epoch 1954 | loss: 0.0311476 | val_loss: 0.0311673 | Time: 4143.77 ms [2022-03-24 14:18:54 main:574] : INFO : Epoch 1955 | loss: 0.0311482 | val_loss: 0.0311713 | Time: 4184.69 ms [2022-03-24 14:18:58 main:574] : INFO : Epoch 1956 | loss: 0.0311476 | val_loss: 0.0311685 | Time: 4176.25 ms [2022-03-24 14:19:02 main:574] : INFO : Epoch 1957 | loss: 0.0311469 | val_loss: 0.0311719 | Time: 4164.62 ms [2022-03-24 14:19:06 main:574] : INFO : Epoch 1958 | loss: 0.0311449 | val_loss: 0.0311662 | Time: 4149.34 ms [2022-03-24 14:19:10 main:574] : INFO : Epoch 1959 | loss: 0.031144 | val_loss: 0.0311682 | Time: 4156.26 ms [2022-03-24 14:19:14 main:574] : INFO : Epoch 1960 | loss: 0.0311463 | val_loss: 0.0311813 | Time: 4146.3 ms [2022-03-24 14:19:19 main:574] : INFO : Epoch 1961 | loss: 0.0311631 | val_loss: 0.0311775 | Time: 4156.54 ms [2022-03-24 14:19:23 main:574] : INFO : Epoch 1962 | loss: 0.0311593 | val_loss: 0.0311774 | Time: 4146.99 ms [2022-03-24 14:19:27 main:574] : INFO : Epoch 1963 | loss: 0.0311575 | val_loss: 0.031179 | Time: 4163.59 ms [2022-03-24 14:19:31 main:574] : INFO : Epoch 1964 | loss: 0.0311597 | val_loss: 0.0311716 | Time: 4134.57 ms [2022-03-24 14:19:35 main:574] : INFO : Epoch 1965 | loss: 0.031158 | val_loss: 0.031171 | Time: 4167.7 ms [2022-03-24 14:19:39 main:574] : INFO : Epoch 1966 | loss: 0.0311575 | val_loss: 0.0311734 | Time: 4144.77 ms [2022-03-24 14:19:43 main:574] : INFO : Epoch 1967 | loss: 0.031154 | val_loss: 0.0311731 | Time: 4152.17 ms [2022-03-24 14:19:48 main:574] : INFO : Epoch 1968 | loss: 0.0311512 | val_loss: 0.0311694 | Time: 4141.95 ms [2022-03-24 14:19:52 main:574] : INFO : Epoch 1969 | loss: 0.0311517 | val_loss: 0.0311753 | Time: 4159.35 ms [2022-03-24 14:19:56 main:574] : INFO : Epoch 1970 | loss: 0.031149 | val_loss: 0.0311713 | Time: 4153 ms [2022-03-24 14:20:00 main:574] : INFO : Epoch 1971 | loss: 0.0311475 | val_loss: 0.0311746 | Time: 4158.74 ms [2022-03-24 14:20:04 main:574] : INFO : Epoch 1972 | loss: 0.0311463 | val_loss: 0.0311693 | Time: 4147.89 ms [2022-03-24 14:20:08 main:574] : INFO : Epoch 1973 | loss: 0.0311448 | val_loss: 0.0311708 | Time: 4159.16 ms [2022-03-24 14:20:13 main:574] : INFO : Epoch 1974 | loss: 0.0311455 | val_loss: 0.0311737 | Time: 4140.32 ms [2022-03-24 14:20:17 main:574] : INFO : Epoch 1975 | loss: 0.0311459 | val_loss: 0.0311707 | Time: 4167.46 ms [2022-03-24 14:20:21 main:574] : INFO : Epoch 1976 | loss: 0.0311455 | val_loss: 0.0311716 | Time: 4138.45 ms [2022-03-24 14:20:25 main:574] : INFO : Epoch 1977 | loss: 0.0311467 | val_loss: 0.0311738 | Time: 4169.68 ms [2022-03-24 14:20:29 main:574] : INFO : Epoch 1978 | loss: 0.0311485 | val_loss: 0.0311696 | Time: 4146.82 ms [2022-03-24 14:20:33 main:574] : INFO : Epoch 1979 | loss: 0.0311472 | val_loss: 0.0311733 | Time: 4172.67 ms [2022-03-24 14:20:38 main:574] : INFO : Epoch 1980 | loss: 0.031147 | val_loss: 0.0311709 | Time: 4146.97 ms [2022-03-24 14:20:42 main:574] : INFO : Epoch 1981 | loss: 0.031145 | val_loss: 0.0311708 | Time: 4155.26 ms [2022-03-24 14:20:46 main:574] : INFO : Epoch 1982 | loss: 0.0311502 | val_loss: 0.0311678 | Time: 4156.85 ms [2022-03-24 14:20:50 main:574] : INFO : Epoch 1983 | loss: 0.0311497 | val_loss: 0.0311696 | Time: 4172.38 ms [2022-03-24 14:20:54 main:574] : INFO : Epoch 1984 | loss: 0.0311469 | val_loss: 0.0311694 | Time: 4161.3 ms [2022-03-24 14:20:58 main:574] : INFO : Epoch 1985 | loss: 0.0311469 | val_loss: 0.031167 | Time: 4168.24 ms [2022-03-24 14:21:03 main:574] : INFO : Epoch 1986 | loss: 0.0311464 | val_loss: 0.0311743 | Time: 4170.71 ms [2022-03-24 14:21:07 main:574] : INFO : Epoch 1987 | loss: 0.0311451 | val_loss: 0.031166 | Time: 4182.57 ms [2022-03-24 14:21:11 main:574] : INFO : Epoch 1988 | loss: 0.0311434 | val_loss: 0.0311697 | Time: 4144.82 ms [2022-03-24 14:21:15 main:574] : INFO : Epoch 1989 | loss: 0.0311445 | val_loss: 0.0311688 | Time: 4174.93 ms [2022-03-24 14:21:19 main:574] : INFO : Epoch 1990 | loss: 0.0311422 | val_loss: 0.0311684 | Time: 4164.5 ms [2022-03-24 14:21:24 main:574] : INFO : Epoch 1991 | loss: 0.031141 | val_loss: 0.0311681 | Time: 4252.85 ms [2022-03-24 14:21:28 main:574] : INFO : Epoch 1992 | loss: 0.0311423 | val_loss: 0.0311694 | Time: 4255.42 ms [2022-03-24 14:21:32 main:574] : INFO : Epoch 1993 | loss: 0.0311492 | val_loss: 0.031168 | Time: 4190.88 ms [2022-03-24 14:21:36 main:574] : INFO : Epoch 1994 | loss: 0.031151 | val_loss: 0.0311649 | Time: 4180.03 ms [2022-03-24 14:21:40 main:574] : INFO : Epoch 1995 | loss: 0.031149 | val_loss: 0.0311668 | Time: 4165.91 ms [2022-03-24 14:21:44 main:574] : INFO : Epoch 1996 | loss: 0.0311476 | val_loss: 0.03117 | Time: 4163.43 ms [2022-03-24 14:21:49 main:574] : INFO : Epoch 1997 | loss: 0.0311462 | val_loss: 0.0311674 | Time: 4150.13 ms [2022-03-24 14:21:53 main:574] : INFO : Epoch 1998 | loss: 0.031145 | val_loss: 0.0311672 | Time: 4169.77 ms [2022-03-24 14:21:57 main:574] : INFO : Epoch 1999 | loss: 0.0311429 | val_loss: 0.0311674 | Time: 4142.12 ms [2022-03-24 14:22:01 main:574] : INFO : Epoch 2000 | loss: 0.0311423 | val_loss: 0.0311689 | Time: 4155.35 ms [2022-03-24 14:22:05 main:574] : INFO : Epoch 2001 | loss: 0.0311419 | val_loss: 0.0311687 | Time: 4187.97 ms [2022-03-24 14:22:10 main:574] : INFO : Epoch 2002 | loss: 0.0311433 | val_loss: 0.0311664 | Time: 4346.98 ms [2022-03-24 14:22:14 main:574] : INFO : Epoch 2003 | loss: 0.0311424 | val_loss: 0.0311718 | Time: 4165.79 ms [2022-03-24 14:22:18 main:574] : INFO : Epoch 2004 | loss: 0.0311446 | val_loss: 0.0311668 | Time: 4157.01 ms [2022-03-24 14:22:22 main:574] : INFO : Epoch 2005 | loss: 0.031144 | val_loss: 0.0311667 | Time: 4124.3 ms [2022-03-24 14:22:26 main:574] : INFO : Epoch 2006 | loss: 0.0311439 | val_loss: 0.0311672 | Time: 4150.95 ms [2022-03-24 14:22:30 main:574] : INFO : Epoch 2007 | loss: 0.0311435 | val_loss: 0.0311716 | Time: 4138.17 ms [2022-03-24 14:22:35 main:574] : INFO : Epoch 2008 | loss: 0.0311434 | val_loss: 0.0311692 | Time: 4164.28 ms [2022-03-24 14:22:39 main:574] : INFO : Epoch 2009 | loss: 0.0311418 | val_loss: 0.0311694 | Time: 4141.39 ms [2022-03-24 14:22:43 main:574] : INFO : Epoch 2010 | loss: 0.031144 | val_loss: 0.0311668 | Time: 4156.59 ms [2022-03-24 14:22:47 main:574] : INFO : Epoch 2011 | loss: 0.0311442 | val_loss: 0.0311694 | Time: 4152.39 ms [2022-03-24 14:22:51 main:574] : INFO : Epoch 2012 | loss: 0.0311448 | val_loss: 0.0311699 | Time: 4159.61 ms [2022-03-24 14:22:55 main:574] : INFO : Epoch 2013 | loss: 0.0311568 | val_loss: 0.0311745 | Time: 4159.6 ms [2022-03-24 14:23:00 main:574] : INFO : Epoch 2014 | loss: 0.031164 | val_loss: 0.0311684 | Time: 4160.91 ms [2022-03-24 14:23:04 main:574] : INFO : Epoch 2015 | loss: 0.0311649 | val_loss: 0.0311939 | Time: 4150.31 ms [2022-03-24 14:23:08 main:574] : INFO : Epoch 2016 | loss: 0.0325244 | val_loss: 0.0324506 | Time: 4188.6 ms [2022-03-24 14:23:12 main:574] : INFO : Epoch 2017 | loss: 0.0353976 | val_loss: 0.0322795 | Time: 4140.54 ms [2022-03-24 14:23:16 main:574] : INFO : Epoch 2018 | loss: 0.0316319 | val_loss: 0.0312942 | Time: 4179.73 ms [2022-03-24 14:23:20 main:574] : INFO : Epoch 2019 | loss: 0.0312541 | val_loss: 0.0312261 | Time: 4179.14 ms [2022-03-24 14:23:25 main:574] : INFO : Epoch 2020 | loss: 0.0312068 | val_loss: 0.0311936 | Time: 4200.65 ms [2022-03-24 14:23:29 main:574] : INFO : Epoch 2021 | loss: 0.0311907 | val_loss: 0.0311863 | Time: 4160.84 ms [2022-03-24 14:23:33 main:574] : INFO : Epoch 2022 | loss: 0.0311834 | val_loss: 0.0311822 | Time: 4173.65 ms [2022-03-24 14:23:37 main:574] : INFO : Epoch 2023 | loss: 0.031179 | val_loss: 0.0311813 | Time: 4186.76 ms [2022-03-24 14:23:41 main:574] : INFO : Epoch 2024 | loss: 0.0311782 | val_loss: 0.0311786 | Time: 4158.66 ms [2022-03-24 14:23:45 main:574] : INFO : Epoch 2025 | loss: 0.0311754 | val_loss: 0.0311756 | Time: 4148.29 ms [2022-03-24 14:23:50 main:574] : INFO : Epoch 2026 | loss: 0.0311725 | val_loss: 0.031175 | Time: 4203.6 ms [2022-03-24 14:23:54 main:574] : INFO : Epoch 2027 | loss: 0.0311698 | val_loss: 0.031174 | Time: 4155.03 ms [2022-03-24 14:23:58 main:574] : INFO : Epoch 2028 | loss: 0.0311681 | val_loss: 0.0311716 | Time: 4190.95 ms [2022-03-24 14:24:02 main:574] : INFO : Epoch 2029 | loss: 0.0311659 | val_loss: 0.0311707 | Time: 4155.61 ms [2022-03-24 14:24:06 main:574] : INFO : Epoch 2030 | loss: 0.0311649 | val_loss: 0.0311707 | Time: 4169.26 ms [2022-03-24 14:24:10 main:574] : INFO : Epoch 2031 | loss: 0.0311637 | val_loss: 0.0311719 | Time: 4133.12 ms [2022-03-24 14:24:15 main:574] : INFO : Epoch 2032 | loss: 0.0311635 | val_loss: 0.0311685 | Time: 4169.97 ms [2022-03-24 14:24:19 main:574] : INFO : Epoch 2033 | loss: 0.0311633 | val_loss: 0.0311692 | Time: 4138.6 ms [2022-03-24 14:24:23 main:574] : INFO : Epoch 2034 | loss: 0.0311626 | val_loss: 0.0311683 | Time: 4157.37 ms [2022-03-24 14:24:27 main:574] : INFO : Epoch 2035 | loss: 0.0311612 | val_loss: 0.0311677 | Time: 4143.12 ms [2022-03-24 14:24:31 main:574] : INFO : Epoch 2036 | loss: 0.0311588 | val_loss: 0.0311663 | Time: 4163.36 ms [2022-03-24 14:24:35 main:574] : INFO : Epoch 2037 | loss: 0.0311577 | val_loss: 0.031166 | Time: 4151.36 ms [2022-03-24 14:24:40 main:574] : INFO : Epoch 2038 | loss: 0.0311585 | val_loss: 0.0311668 | Time: 4156.14 ms [2022-03-24 14:24:44 main:574] : INFO : Epoch 2039 | loss: 0.0311567 | val_loss: 0.0311652 | Time: 4149.96 ms [2022-03-24 14:24:48 main:574] : INFO : Epoch 2040 | loss: 0.031157 | val_loss: 0.0311658 | Time: 4169.49 ms [2022-03-24 14:24:52 main:574] : INFO : Epoch 2041 | loss: 0.0311576 | val_loss: 0.0311663 | Time: 4145.22 ms [2022-03-24 14:24:56 main:574] : INFO : Epoch 2042 | loss: 0.0311599 | val_loss: 0.0311664 | Time: 4182.9 ms [2022-03-24 14:25:00 main:574] : INFO : Epoch 2043 | loss: 0.0311603 | val_loss: 0.0311678 | Time: 4140.98 ms [2022-03-24 14:25:05 main:574] : INFO : Epoch 2044 | loss: 0.0311612 | val_loss: 0.0311678 | Time: 4168.94 ms [2022-03-24 14:25:09 main:574] : INFO : Epoch 2045 | loss: 0.0311619 | val_loss: 0.0311693 | Time: 4138.41 ms [2022-03-24 14:25:13 main:574] : INFO : Epoch 2046 | loss: 0.0311761 | val_loss: 0.0311854 | Time: 4154.23 ms [2022-03-24 14:25:17 main:574] : INFO : Epoch 2047 | loss: 0.0311892 | val_loss: 0.0311871 | Time: 4151.57 ms [2022-03-24 14:25:21 main:574] : INFO : Epoch 2048 | loss: 0.0311901 | val_loss: 0.031187 | Time: 4163.86 ms [2022-03-24 14:25:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031187 [2022-03-24 14:25:21 main:603] : INFO : Saving end state to config to file [2022-03-24 14:25:21 main:608] : INFO : Success, exiting.. 14:25:21 (19700): 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)