Task 10933442
| Name | ParityModified-1639957040-902-2-0_0 |
| Workunit | 8229199 |
| Created | 21 Jan 2022, 2:57:40 UTC |
| Sent | 10 Feb 2022, 12:53:32 UTC |
| Report deadline | 18 Feb 2022, 12:53:32 UTC |
| Received | 11 Feb 2022, 8:43:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9656 |
| Run time | 1 hours 55 min 54 sec |
| CPU time | 1 hours 55 min 15 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,132.40 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> och 1583 | loss: 0.0311716 | val_loss: 0.0311715 | Time: 3933.05 ms [2022-02-10 16:06:37 main:574] : INFO : Epoch 1584 | loss: 0.0311714 | val_loss: 0.0311733 | Time: 3975.59 ms [2022-02-10 16:06:41 main:574] : INFO : Epoch 1585 | loss: 0.0311732 | val_loss: 0.0311796 | Time: 4011.76 ms [2022-02-10 16:06:45 main:574] : INFO : Epoch 1586 | loss: 0.031176 | val_loss: 0.0311767 | Time: 3997.06 ms [2022-02-10 16:06:49 main:574] : INFO : Epoch 1587 | loss: 0.0311749 | val_loss: 0.0311765 | Time: 3968.22 ms [2022-02-10 16:06:53 main:574] : INFO : Epoch 1588 | loss: 0.0311737 | val_loss: 0.0311776 | Time: 3969.84 ms [2022-02-10 16:06:57 main:574] : INFO : Epoch 1589 | loss: 0.0311747 | val_loss: 0.0311757 | Time: 3986.77 ms [2022-02-10 16:07:01 main:574] : INFO : Epoch 1590 | loss: 0.0311728 | val_loss: 0.0311754 | Time: 3960.54 ms [2022-02-10 16:07:05 main:574] : INFO : Epoch 1591 | loss: 0.0311736 | val_loss: 0.0311776 | Time: 3946.21 ms [2022-02-10 16:07:09 main:574] : INFO : Epoch 1592 | loss: 0.0311722 | val_loss: 0.0311791 | Time: 3902.55 ms [2022-02-10 16:07:13 main:574] : INFO : Epoch 1593 | loss: 0.0311733 | val_loss: 0.0311815 | Time: 4004.39 ms [2022-02-10 16:07:17 main:574] : INFO : Epoch 1594 | loss: 0.0311747 | val_loss: 0.0311886 | Time: 3981.22 ms [2022-02-10 16:07:21 main:574] : INFO : Epoch 1595 | loss: 0.031172 | val_loss: 0.0311836 | Time: 3950.54 ms [2022-02-10 16:07:25 main:574] : INFO : Epoch 1596 | loss: 0.0311714 | val_loss: 0.0311785 | Time: 3946.92 ms [2022-02-10 16:07:29 main:574] : INFO : Epoch 1597 | loss: 0.0311713 | val_loss: 0.0311864 | Time: 3968.75 ms [2022-02-10 16:07:33 main:574] : INFO : Epoch 1598 | loss: 0.0311741 | val_loss: 0.031179 | Time: 3997.42 ms [2022-02-10 16:07:37 main:574] : INFO : Epoch 1599 | loss: 0.0311729 | val_loss: 0.0311753 | Time: 3955.29 ms [2022-02-10 16:07:41 main:574] : INFO : Epoch 1600 | loss: 0.0311708 | val_loss: 0.0311759 | Time: 4090.55 ms [2022-02-10 16:07:45 main:574] : INFO : Epoch 1601 | loss: 0.0311689 | val_loss: 0.0311745 | Time: 3939.58 ms [2022-02-10 16:07:49 main:574] : INFO : Epoch 1602 | loss: 0.0311687 | val_loss: 0.0311762 | Time: 3956.96 ms [2022-02-10 16:07:53 main:574] : INFO : Epoch 1603 | loss: 0.0311689 | val_loss: 0.0311763 | Time: 3974.27 ms [2022-02-10 16:07:57 main:574] : INFO : Epoch 1604 | loss: 0.0311685 | val_loss: 0.0311744 | Time: 3965.92 ms [2022-02-10 16:08:01 main:574] : INFO : Epoch 1605 | loss: 0.0311686 | val_loss: 0.0311735 | Time: 3996.88 ms [2022-02-10 16:08:05 main:574] : INFO : Epoch 1606 | loss: 0.0311691 | val_loss: 0.0311735 | Time: 4016.2 ms [2022-02-10 16:08:09 main:574] : INFO : Epoch 1607 | loss: 0.0311704 | val_loss: 0.0311749 | Time: 3908.26 ms [2022-02-10 16:08:13 main:574] : INFO : Epoch 1608 | loss: 0.0311695 | val_loss: 0.0311735 | Time: 3948.66 ms [2022-02-10 16:08:17 main:574] : INFO : Epoch 1609 | loss: 0.0311727 | val_loss: 0.0311738 | Time: 3983.15 ms [2022-02-10 16:08:21 main:574] : INFO : Epoch 1610 | loss: 0.0311766 | val_loss: 0.0311866 | Time: 3916.09 ms [2022-02-10 16:08:25 main:574] : INFO : Epoch 1611 | loss: 0.0311791 | val_loss: 0.0311759 | Time: 3948.54 ms [2022-02-10 16:08:28 main:574] : INFO : Epoch 1612 | loss: 0.0311733 | val_loss: 0.0311767 | Time: 3948.42 ms [2022-02-10 16:08:32 main:574] : INFO : Epoch 1613 | loss: 0.0311744 | val_loss: 0.0311792 | Time: 3990.58 ms [2022-02-10 16:08:36 main:574] : INFO : Epoch 1614 | loss: 0.031176 | val_loss: 0.0311753 | Time: 3909.44 ms [2022-02-10 16:08:40 main:574] : INFO : Epoch 1615 | loss: 0.0311756 | val_loss: 0.0311781 | Time: 3952.84 ms [2022-02-10 16:08:44 main:574] : INFO : Epoch 1616 | loss: 0.0311768 | val_loss: 0.0311948 | Time: 4026.85 ms [2022-02-10 16:08:48 main:574] : INFO : Epoch 1617 | loss: 0.0311817 | val_loss: 0.0311802 | Time: 3997.59 ms [2022-02-10 16:08:52 main:574] : INFO : Epoch 1618 | loss: 0.0311796 | val_loss: 0.0311835 | Time: 3958.64 ms [2022-02-10 16:08:56 main:574] : INFO : Epoch 1619 | loss: 0.0311798 | val_loss: 0.0311825 | Time: 3978.82 ms [2022-02-10 16:09:00 main:574] : INFO : Epoch 1620 | loss: 0.0311802 | val_loss: 0.0311832 | Time: 4032.76 ms [2022-02-10 16:09:04 main:574] : INFO : Epoch 1621 | loss: 0.0311794 | val_loss: 0.0311842 | Time: 3949.72 ms [2022-02-10 16:09:08 main:574] : INFO : Epoch 1622 | loss: 0.0311855 | val_loss: 0.0311873 | Time: 3934.06 ms [2022-02-10 16:09:12 main:574] : INFO : Epoch 1623 | loss: 0.031188 | val_loss: 0.0311874 | Time: 3976.26 ms [2022-02-10 16:09:16 main:574] : INFO : Epoch 1624 | loss: 0.0311886 | val_loss: 0.0311845 | Time: 3998.24 ms [2022-02-10 16:09:20 main:574] : INFO : Epoch 1625 | loss: 0.0311843 | val_loss: 0.0311856 | Time: 3928.93 ms [2022-02-10 16:09:24 main:574] : INFO : Epoch 1626 | loss: 0.0311836 | val_loss: 0.0311818 | Time: 3986.83 ms [2022-02-10 16:09:28 main:574] : INFO : Epoch 1627 | loss: 0.0311822 | val_loss: 0.0311854 | Time: 4027.55 ms [2022-02-10 16:09:32 main:574] : INFO : Epoch 1628 | loss: 0.0311806 | val_loss: 0.0311809 | Time: 3990.04 ms [2022-02-10 16:09:36 main:574] : INFO : Epoch 1629 | loss: 0.0311805 | val_loss: 0.0311967 | Time: 3972.72 ms [2022-02-10 16:09:40 main:574] : INFO : Epoch 1630 | loss: 0.0311848 | val_loss: 0.0311893 | Time: 3981.64 ms [2022-02-10 16:09:44 main:574] : INFO : Epoch 1631 | loss: 0.0311801 | val_loss: 0.0311875 | Time: 3978.58 ms [2022-02-10 16:09:48 main:574] : INFO : Epoch 1632 | loss: 0.0311781 | val_loss: 0.0311874 | Time: 3973.51 ms [2022-02-10 16:09:52 main:574] : INFO : Epoch 1633 | loss: 0.0311805 | val_loss: 0.0311815 | Time: 4003.17 ms [2022-02-10 16:09:56 main:574] : INFO : Epoch 1634 | loss: 0.0311822 | val_loss: 0.0311813 | Time: 3944.66 ms [2022-02-10 16:10:00 main:574] : INFO : Epoch 1635 | loss: 0.0311833 | val_loss: 0.0311866 | Time: 4044.7 ms [2022-02-10 16:10:04 main:574] : INFO : Epoch 1636 | loss: 0.0311805 | val_loss: 0.0311845 | Time: 3954.27 ms [2022-02-10 16:10:08 main:574] : INFO : Epoch 1637 | loss: 0.0311815 | val_loss: 0.0311927 | Time: 3890.78 ms [2022-02-10 16:10:12 main:574] : INFO : Epoch 1638 | loss: 0.0311795 | val_loss: 0.0311804 | Time: 3919.36 ms [2022-02-10 16:10:16 main:574] : INFO : Epoch 1639 | loss: 0.0311785 | val_loss: 0.0311806 | Time: 3997.76 ms [2022-02-10 16:10:20 main:574] : INFO : Epoch 1640 | loss: 0.031177 | val_loss: 0.0311818 | Time: 3949.46 ms [2022-02-10 16:10:24 main:574] : INFO : Epoch 1641 | loss: 0.0311771 | val_loss: 0.0311775 | Time: 3960.72 ms [2022-02-10 16:10:28 main:574] : INFO : Epoch 1642 | loss: 0.0311769 | val_loss: 0.0311789 | Time: 3982.4 ms [2022-02-10 16:10:32 main:574] : INFO : Epoch 1643 | loss: 0.0311782 | val_loss: 0.0311819 | Time: 3955.38 ms [2022-02-10 16:10:36 main:574] : INFO : Epoch 1644 | loss: 0.0311798 | val_loss: 0.031177 | Time: 4015.8 ms [2022-02-10 16:10:40 main:574] : INFO : Epoch 1645 | loss: 0.031177 | val_loss: 0.0311862 | Time: 3938.43 ms [2022-02-10 16:10:44 main:574] : INFO : Epoch 1646 | loss: 0.0311764 | val_loss: 0.0311791 | Time: 4008.63 ms [2022-02-10 16:10:48 main:574] : INFO : Epoch 1647 | loss: 0.0311749 | val_loss: 0.0311774 | Time: 3976.25 ms [2022-02-10 16:10:52 main:574] : INFO : Epoch 1648 | loss: 0.0311742 | val_loss: 0.0311824 | Time: 3982.85 ms [2022-02-10 16:10:56 main:574] : INFO : Epoch 1649 | loss: 0.0311768 | val_loss: 0.0311769 | Time: 3908.97 ms [2022-02-10 16:11:00 main:574] : INFO : Epoch 1650 | loss: 0.0311773 | val_loss: 0.0311768 | Time: 3921.11 ms [2022-02-10 16:11:04 main:574] : INFO : Epoch 1651 | loss: 0.0311735 | val_loss: 0.0311785 | Time: 3889.56 ms [2022-02-10 16:11:07 main:574] : INFO : Epoch 1652 | loss: 0.0311726 | val_loss: 0.0311768 | Time: 3825.88 ms [2022-02-10 16:11:11 main:574] : INFO : Epoch 1653 | loss: 0.0311723 | val_loss: 0.0311746 | Time: 3878.64 ms [2022-02-10 16:11:15 main:574] : INFO : Epoch 1654 | loss: 0.031173 | val_loss: 0.031182 | Time: 3834.05 ms [2022-02-10 16:11:19 main:574] : INFO : Epoch 1655 | loss: 0.0311739 | val_loss: 0.0311749 | Time: 3890.13 ms [2022-02-10 16:11:23 main:574] : INFO : Epoch 1656 | loss: 0.0311713 | val_loss: 0.0311774 | Time: 3864.87 ms [2022-02-10 16:11:27 main:574] : INFO : Epoch 1657 | loss: 0.0311738 | val_loss: 0.0311856 | Time: 3848.09 ms [2022-02-10 16:11:31 main:574] : INFO : Epoch 1658 | loss: 0.0311752 | val_loss: 0.0311749 | Time: 3864.67 ms [2022-02-10 16:11:34 main:574] : INFO : Epoch 1659 | loss: 0.031172 | val_loss: 0.0311739 | Time: 3827.8 ms [2022-02-10 16:11:38 main:574] : INFO : Epoch 1660 | loss: 0.0311797 | val_loss: 0.0311762 | Time: 3852.27 ms [2022-02-10 16:11:42 main:574] : INFO : Epoch 1661 | loss: 0.0311721 | val_loss: 0.0311871 | Time: 3971.96 ms [2022-02-10 16:11:46 main:574] : INFO : Epoch 1662 | loss: 0.0311731 | val_loss: 0.0311825 | Time: 4004.87 ms [2022-02-10 16:11:50 main:574] : INFO : Epoch 1663 | loss: 0.0311753 | val_loss: 0.0311764 | Time: 3941.77 ms [2022-02-10 16:11:54 main:574] : INFO : Epoch 1664 | loss: 0.0311834 | val_loss: 0.0311864 | Time: 3903.96 ms [2022-02-10 16:11:58 main:574] : INFO : Epoch 1665 | loss: 0.0311892 | val_loss: 0.0311889 | Time: 3965.43 ms [2022-02-10 16:12:02 main:574] : INFO : Epoch 1666 | loss: 0.031188 | val_loss: 0.0311846 | Time: 4104.74 ms [2022-02-10 16:12:06 main:574] : INFO : Epoch 1667 | loss: 0.0311842 | val_loss: 0.0311835 | Time: 4037.25 ms [2022-02-10 16:12:10 main:574] : INFO : Epoch 1668 | loss: 0.0311836 | val_loss: 0.0311844 | Time: 3924.48 ms [2022-02-10 16:12:14 main:574] : INFO : Epoch 1669 | loss: 0.0311819 | val_loss: 0.0311816 | Time: 3976.02 ms [2022-02-10 16:12:18 main:574] : INFO : Epoch 1670 | loss: 0.0311815 | val_loss: 0.0311903 | Time: 3909.45 ms [2022-02-10 16:12:22 main:574] : INFO : Epoch 1671 | loss: 0.0311813 | val_loss: 0.0311826 | Time: 3915.16 ms [2022-02-10 16:12:26 main:574] : INFO : Epoch 1672 | loss: 0.0311793 | val_loss: 0.0311832 | Time: 3877.03 ms [2022-02-10 16:12:30 main:574] : INFO : Epoch 1673 | loss: 0.0311782 | val_loss: 0.0311818 | Time: 3968.59 ms [2022-02-10 16:12:34 main:574] : INFO : Epoch 1674 | loss: 0.0311795 | val_loss: 0.0311838 | Time: 3973.64 ms [2022-02-10 16:12:38 main:574] : INFO : Epoch 1675 | loss: 0.031177 | val_loss: 0.0311828 | Time: 3943.2 ms [2022-02-10 16:12:42 main:574] : INFO : Epoch 1676 | loss: 0.0311777 | val_loss: 0.0311846 | Time: 3947.99 ms [2022-02-10 16:12:46 main:574] : INFO : Epoch 1677 | loss: 0.0311787 | val_loss: 0.03118 | Time: 3976.29 ms [2022-02-10 16:12:50 main:574] : INFO : Epoch 1678 | loss: 0.0311762 | val_loss: 0.0311831 | Time: 3955.11 ms [2022-02-10 16:12:54 main:574] : INFO : Epoch 1679 | loss: 0.0311749 | val_loss: 0.0311812 | Time: 3937.47 ms [2022-02-10 16:12:58 main:574] : INFO : Epoch 1680 | loss: 0.0311766 | val_loss: 0.0311884 | Time: 3910.3 ms [2022-02-10 16:13:02 main:574] : INFO : Epoch 1681 | loss: 0.0311764 | val_loss: 0.0311806 | Time: 3960.81 ms [2022-02-10 16:13:06 main:574] : INFO : Epoch 1682 | loss: 0.0311743 | val_loss: 0.0311825 | Time: 3983.36 ms [2022-02-10 16:13:10 main:574] : INFO : Epoch 1683 | loss: 0.0311734 | val_loss: 0.0311814 | Time: 4004.96 ms [2022-02-10 16:13:13 main:574] : INFO : Epoch 1684 | loss: 0.0311724 | val_loss: 0.0311838 | Time: 3961.16 ms [2022-02-10 16:13:17 main:574] : INFO : Epoch 1685 | loss: 0.0311742 | val_loss: 0.0311865 | Time: 3986.3 ms [2022-02-10 16:13:21 main:574] : INFO : Epoch 1686 | loss: 0.0311756 | val_loss: 0.0311823 | Time: 3953.61 ms [2022-02-10 16:13:25 main:574] : INFO : Epoch 1687 | loss: 0.031174 | val_loss: 0.0311823 | Time: 3978.37 ms [2022-02-10 16:13:29 main:574] : INFO : Epoch 1688 | loss: 0.0311714 | val_loss: 0.0311846 | Time: 3987.45 ms [2022-02-10 16:13:33 main:574] : INFO : Epoch 1689 | loss: 0.0311721 | val_loss: 0.031182 | Time: 3981.18 ms [2022-02-10 16:13:37 main:574] : INFO : Epoch 1690 | loss: 0.0311745 | val_loss: 0.0311829 | Time: 3916.01 ms [2022-02-10 16:13:41 main:574] : INFO : Epoch 1691 | loss: 0.0311721 | val_loss: 0.0311829 | Time: 3978.51 ms [2022-02-10 16:13:45 main:574] : INFO : Epoch 1692 | loss: 0.0311702 | val_loss: 0.0311815 | Time: 4022.15 ms [2022-02-10 16:13:49 main:574] : INFO : Epoch 1693 | loss: 0.0311715 | val_loss: 0.0311812 | Time: 3903.88 ms [2022-02-10 16:13:53 main:574] : INFO : Epoch 1694 | loss: 0.0311765 | val_loss: 0.0311901 | Time: 3946.13 ms [2022-02-10 16:13:57 main:574] : INFO : Epoch 1695 | loss: 0.0311758 | val_loss: 0.0311812 | Time: 3961.89 ms [2022-02-10 16:14:01 main:574] : INFO : Epoch 1696 | loss: 0.0311721 | val_loss: 0.0311816 | Time: 4007.93 ms [2022-02-10 16:14:05 main:574] : INFO : Epoch 1697 | loss: 0.0311741 | val_loss: 0.0311814 | Time: 3964 ms [2022-02-10 16:14:09 main:574] : INFO : Epoch 1698 | loss: 0.0311724 | val_loss: 0.0311874 | Time: 3973.08 ms [2022-02-10 16:14:13 main:574] : INFO : Epoch 1699 | loss: 0.0311709 | val_loss: 0.0311815 | Time: 3962.27 ms [2022-02-10 16:14:17 main:574] : INFO : Epoch 1700 | loss: 0.0311694 | val_loss: 0.0311812 | Time: 3926.36 ms [2022-02-10 16:14:21 main:574] : INFO : Epoch 1701 | loss: 0.0311707 | val_loss: 0.0311872 | Time: 3941.62 ms [2022-02-10 16:14:25 main:574] : INFO : Epoch 1702 | loss: 0.0311721 | val_loss: 0.0311803 | Time: 3912.03 ms [2022-02-10 16:14:29 main:574] : INFO : Epoch 1703 | loss: 0.0311694 | val_loss: 0.0311843 | Time: 3964.73 ms [2022-02-10 16:14:33 main:574] : INFO : Epoch 1704 | loss: 0.0311702 | val_loss: 0.0311874 | Time: 3969.87 ms [2022-02-10 16:14:37 main:574] : INFO : Epoch 1705 | loss: 0.0311709 | val_loss: 0.0311818 | Time: 3930.25 ms [2022-02-10 16:14:41 main:574] : INFO : Epoch 1706 | loss: 0.0311684 | val_loss: 0.0311906 | Time: 3947.41 ms [2022-02-10 16:14:45 main:574] : INFO : Epoch 1707 | loss: 0.0311708 | val_loss: 0.0311828 | Time: 3962.3 ms [2022-02-10 16:14:49 main:574] : INFO : Epoch 1708 | loss: 0.03117 | val_loss: 0.0311838 | Time: 3958.88 ms [2022-02-10 16:14:53 main:574] : INFO : Epoch 1709 | loss: 0.0311688 | val_loss: 0.0311817 | Time: 3984.77 ms [2022-02-10 16:14:57 main:574] : INFO : Epoch 1710 | loss: 0.0311687 | val_loss: 0.0311875 | Time: 3960.26 ms [2022-02-10 16:15:01 main:574] : INFO : Epoch 1711 | loss: 0.0311715 | val_loss: 0.0311837 | Time: 3967.31 ms [2022-02-10 16:15:05 main:574] : INFO : Epoch 1712 | loss: 0.0311753 | val_loss: 0.0311848 | Time: 3965.27 ms [2022-02-10 16:15:08 main:574] : INFO : Epoch 1713 | loss: 0.0311736 | val_loss: 0.0311892 | Time: 3889.78 ms [2022-02-10 16:15:12 main:574] : INFO : Epoch 1714 | loss: 0.0311747 | val_loss: 0.0311823 | Time: 3874.68 ms [2022-02-10 16:15:16 main:574] : INFO : Epoch 1715 | loss: 0.0311692 | val_loss: 0.0311824 | Time: 4015.33 ms [2022-02-10 16:15:20 main:574] : INFO : Epoch 1716 | loss: 0.0311682 | val_loss: 0.0311821 | Time: 3961.58 ms [2022-02-10 16:15:24 main:574] : INFO : Epoch 1717 | loss: 0.0311674 | val_loss: 0.031182 | Time: 3971.97 ms [2022-02-10 16:15:28 main:574] : INFO : Epoch 1718 | loss: 0.0311663 | val_loss: 0.0311858 | Time: 3942.3 ms [2022-02-10 16:15:32 main:574] : INFO : Epoch 1719 | loss: 0.0311687 | val_loss: 0.0311847 | Time: 3919.99 ms [2022-02-10 16:15:36 main:574] : INFO : Epoch 1720 | loss: 0.0311675 | val_loss: 0.0311843 | Time: 3977.31 ms [2022-02-10 16:15:40 main:574] : INFO : Epoch 1721 | loss: 0.0311681 | val_loss: 0.0311833 | Time: 4059.55 ms [2022-02-10 16:15:44 main:574] : INFO : Epoch 1722 | loss: 0.0311693 | val_loss: 0.0311874 | Time: 3910 ms [2022-02-10 16:15:48 main:574] : INFO : Epoch 1723 | loss: 0.0311704 | val_loss: 0.0311831 | Time: 3927.36 ms [2022-02-10 16:15:52 main:574] : INFO : Epoch 1724 | loss: 0.0311671 | val_loss: 0.0311866 | Time: 4011.26 ms [2022-02-10 16:15:56 main:574] : INFO : Epoch 1725 | loss: 0.0311677 | val_loss: 0.0311828 | Time: 3915.42 ms [2022-02-10 16:16:00 main:574] : INFO : Epoch 1726 | loss: 0.0311679 | val_loss: 0.0311877 | Time: 4024.35 ms [2022-02-10 16:16:04 main:574] : INFO : Epoch 1727 | loss: 0.0311669 | val_loss: 0.0311862 | Time: 3926.44 ms [2022-02-10 16:16:08 main:574] : INFO : Epoch 1728 | loss: 0.031167 | val_loss: 0.0311916 | Time: 3930.51 ms [2022-02-10 16:16:12 main:574] : INFO : Epoch 1729 | loss: 0.0311656 | val_loss: 0.0311852 | Time: 3923.68 ms [2022-02-10 16:16:16 main:574] : INFO : Epoch 1730 | loss: 0.0311672 | val_loss: 0.0311868 | Time: 4052.68 ms [2022-02-10 16:16:20 main:574] : INFO : Epoch 1731 | loss: 0.0311663 | val_loss: 0.0311862 | Time: 3903.6 ms [2022-02-10 16:16:24 main:574] : INFO : Epoch 1732 | loss: 0.0311686 | val_loss: 0.0311873 | Time: 3966.72 ms [2022-02-10 16:16:28 main:574] : INFO : Epoch 1733 | loss: 0.0311678 | val_loss: 0.0311853 | Time: 3944.99 ms [2022-02-10 16:16:32 main:574] : INFO : Epoch 1734 | loss: 0.0311661 | val_loss: 0.031184 | Time: 3901.94 ms [2022-02-10 16:16:36 main:574] : INFO : Epoch 1735 | loss: 0.0311676 | val_loss: 0.031188 | Time: 3936.88 ms [2022-02-10 16:16:40 main:574] : INFO : Epoch 1736 | loss: 0.0311652 | val_loss: 0.0311826 | Time: 3902.5 ms [2022-02-10 16:16:44 main:574] : INFO : Epoch 1737 | loss: 0.0311664 | val_loss: 0.0311854 | Time: 3947.52 ms [2022-02-10 16:16:47 main:574] : INFO : Epoch 1738 | loss: 0.0311687 | val_loss: 0.0311865 | Time: 3945.93 ms [2022-02-10 16:16:51 main:574] : INFO : Epoch 1739 | loss: 0.0311672 | val_loss: 0.0311858 | Time: 4001.35 ms [2022-02-10 16:16:55 main:574] : INFO : Epoch 1740 | loss: 0.0311681 | val_loss: 0.0311872 | Time: 3952.15 ms [2022-02-10 16:16:59 main:574] : INFO : Epoch 1741 | loss: 0.0311671 | val_loss: 0.0311888 | Time: 3986.86 ms [2022-02-10 16:17:03 main:574] : INFO : Epoch 1742 | loss: 0.0311709 | val_loss: 0.0311884 | Time: 3977.85 ms [2022-02-10 16:17:07 main:574] : INFO : Epoch 1743 | loss: 0.0311764 | val_loss: 0.0311956 | Time: 3807.36 ms [2022-02-10 16:17:11 main:574] : INFO : Epoch 1744 | loss: 0.0311807 | val_loss: 0.0311943 | Time: 3873.47 ms [2022-02-10 16:17:15 main:574] : INFO : Epoch 1745 | loss: 0.0311674 | val_loss: 0.0311843 | Time: 3878.37 ms [2022-02-10 16:17:19 main:574] : INFO : Epoch 1746 | loss: 0.0311638 | val_loss: 0.0311859 | Time: 3830.48 ms [2022-02-10 16:17:23 main:574] : INFO : Epoch 1747 | loss: 0.0311633 | val_loss: 0.0311831 | Time: 3886.13 ms [2022-02-10 16:17:27 main:574] : INFO : Epoch 1748 | loss: 0.0311612 | val_loss: 0.0311859 | Time: 3876.87 ms [2022-02-10 16:17:31 main:574] : INFO : Epoch 1749 | loss: 0.0311639 | val_loss: 0.0311842 | Time: 3924.48 ms [2022-02-10 16:17:34 main:574] : INFO : Epoch 1750 | loss: 0.0311615 | val_loss: 0.0311834 | Time: 3927.02 ms [2022-02-10 16:17:38 main:574] : INFO : Epoch 1751 | loss: 0.031161 | val_loss: 0.0311862 | Time: 3934.99 ms [2022-02-10 16:17:42 main:574] : INFO : Epoch 1752 | loss: 0.0311618 | val_loss: 0.0311874 | Time: 3902.42 ms [2022-02-10 16:17:46 main:574] : INFO : Epoch 1753 | loss: 0.0311628 | val_loss: 0.0311882 | Time: 3954.89 ms [2022-02-10 16:17:50 main:574] : INFO : Epoch 1754 | loss: 0.0311645 | val_loss: 0.0311924 | Time: 3937.76 ms [2022-02-10 16:17:54 main:574] : INFO : Epoch 1755 | loss: 0.0311664 | val_loss: 0.0311834 | Time: 3943.18 ms [2022-02-10 16:17:58 main:574] : INFO : Epoch 1756 | loss: 0.0311629 | val_loss: 0.0311919 | Time: 3952.58 ms [2022-02-10 16:18:02 main:574] : INFO : Epoch 1757 | loss: 0.0311638 | val_loss: 0.0311858 | Time: 3976.32 ms [2022-02-10 16:18:06 main:574] : INFO : Epoch 1758 | loss: 0.0311649 | val_loss: 0.0311902 | Time: 3967.43 ms [2022-02-10 16:18:10 main:574] : INFO : Epoch 1759 | loss: 0.0311624 | val_loss: 0.0311863 | Time: 3944.04 ms [2022-02-10 16:18:14 main:574] : INFO : Epoch 1760 | loss: 0.0311612 | val_loss: 0.0311916 | Time: 3957.39 ms [2022-02-10 16:18:18 main:574] : INFO : Epoch 1761 | loss: 0.031163 | val_loss: 0.0311894 | Time: 3943.26 ms [2022-02-10 16:18:22 main:574] : INFO : Epoch 1762 | loss: 0.0311603 | val_loss: 0.0311856 | Time: 3993.34 ms [2022-02-10 16:18:26 main:574] : INFO : Epoch 1763 | loss: 0.0311598 | val_loss: 0.0311875 | Time: 3946.13 ms [2022-02-10 16:18:30 main:574] : INFO : Epoch 1764 | loss: 0.0311621 | val_loss: 0.0311874 | Time: 3970.15 ms [2022-02-10 16:18:34 main:574] : INFO : Epoch 1765 | loss: 0.0311593 | val_loss: 0.0311803 | Time: 3967.99 ms [2022-02-10 16:18:38 main:574] : INFO : Epoch 1766 | loss: 0.0311614 | val_loss: 0.0311896 | Time: 3995.73 ms [2022-02-10 16:18:42 main:574] : INFO : Epoch 1767 | loss: 0.0311711 | val_loss: 0.0311966 | Time: 3993.76 ms [2022-02-10 16:18:46 main:574] : INFO : Epoch 1768 | loss: 0.0311656 | val_loss: 0.031188 | Time: 3963.65 ms [2022-02-10 16:18:50 main:574] : INFO : Epoch 1769 | loss: 0.0311611 | val_loss: 0.0311848 | Time: 3933.69 ms [2022-02-10 16:18:54 main:574] : INFO : Epoch 1770 | loss: 0.0311589 | val_loss: 0.031188 | Time: 3957.18 ms [2022-02-10 16:18:58 main:574] : INFO : Epoch 1771 | loss: 0.03116 | val_loss: 0.0311882 | Time: 3987.22 ms [2022-02-10 16:19:02 main:574] : INFO : Epoch 1772 | loss: 0.031165 | val_loss: 0.0311891 | Time: 4014.64 ms [2022-02-10 16:19:06 main:574] : INFO : Epoch 1773 | loss: 0.0311597 | val_loss: 0.0311863 | Time: 3973.02 ms [2022-02-10 16:19:10 main:574] : INFO : Epoch 1774 | loss: 0.0311615 | val_loss: 0.0311812 | Time: 3914.8 ms [2022-02-10 16:19:14 main:574] : INFO : Epoch 1775 | loss: 0.031162 | val_loss: 0.0311847 | Time: 3930.89 ms [2022-02-10 16:19:18 main:574] : INFO : Epoch 1776 | loss: 0.0311589 | val_loss: 0.0311838 | Time: 3926.64 ms [2022-02-10 16:19:21 main:574] : INFO : Epoch 1777 | loss: 0.0311574 | val_loss: 0.0311825 | Time: 3966.92 ms [2022-02-10 16:19:25 main:574] : INFO : Epoch 1778 | loss: 0.0311571 | val_loss: 0.0311852 | Time: 3913.57 ms [2022-02-10 16:19:29 main:574] : INFO : Epoch 1779 | loss: 0.03116 | val_loss: 0.0311851 | Time: 3941.46 ms [2022-02-10 16:19:33 main:574] : INFO : Epoch 1780 | loss: 0.0311602 | val_loss: 0.031191 | Time: 3965.13 ms [2022-02-10 16:19:37 main:574] : INFO : Epoch 1781 | loss: 0.0311631 | val_loss: 0.0311934 | Time: 3943.17 ms [2022-02-10 16:19:41 main:574] : INFO : Epoch 1782 | loss: 0.0311639 | val_loss: 0.0311852 | Time: 3974.79 ms [2022-02-10 16:19:45 main:574] : INFO : Epoch 1783 | loss: 0.0311609 | val_loss: 0.0311865 | Time: 3879.79 ms [2022-02-10 16:19:49 main:574] : INFO : Epoch 1784 | loss: 0.0311586 | val_loss: 0.0311846 | Time: 3904.23 ms [2022-02-10 16:19:53 main:574] : INFO : Epoch 1785 | loss: 0.0311579 | val_loss: 0.0311843 | Time: 3879.93 ms [2022-02-10 16:19:57 main:574] : INFO : Epoch 1786 | loss: 0.0311581 | val_loss: 0.0311892 | Time: 3932.3 ms [2022-02-10 16:20:01 main:574] : INFO : Epoch 1787 | loss: 0.0311632 | val_loss: 0.0311909 | Time: 4057.01 ms [2022-02-10 16:20:05 main:574] : INFO : Epoch 1788 | loss: 0.0311604 | val_loss: 0.0311936 | Time: 4005.85 ms [2022-02-10 16:20:09 main:574] : INFO : Epoch 1789 | loss: 0.0311641 | val_loss: 0.0311871 | Time: 3975.84 ms [2022-02-10 16:20:13 main:574] : INFO : Epoch 1790 | loss: 0.0311636 | val_loss: 0.0311863 | Time: 3997.54 ms [2022-02-10 16:20:17 main:574] : INFO : Epoch 1791 | loss: 0.0311581 | val_loss: 0.0311855 | Time: 3937.62 ms [2022-02-10 16:20:21 main:574] : INFO : Epoch 1792 | loss: 0.0311574 | val_loss: 0.0311855 | Time: 3957.96 ms [2022-02-10 16:20:25 main:574] : INFO : Epoch 1793 | loss: 0.0311567 | val_loss: 0.031189 | Time: 3951.18 ms [2022-02-10 16:20:29 main:574] : INFO : Epoch 1794 | loss: 0.0311583 | val_loss: 0.0311827 | Time: 3977.3 ms [2022-02-10 16:20:33 main:574] : INFO : Epoch 1795 | loss: 0.0311682 | val_loss: 0.0311807 | Time: 3973.87 ms [2022-02-10 16:20:37 main:574] : INFO : Epoch 1796 | loss: 0.031168 | val_loss: 0.0311852 | Time: 3956.51 ms [2022-02-10 16:20:41 main:574] : INFO : Epoch 1797 | loss: 0.0311692 | val_loss: 0.0311785 | Time: 3985.64 ms [2022-02-10 16:20:45 main:574] : INFO : Epoch 1798 | loss: 0.0311663 | val_loss: 0.0311796 | Time: 3913.71 ms [2022-02-10 16:20:49 main:574] : INFO : Epoch 1799 | loss: 0.0311667 | val_loss: 0.0311839 | Time: 3921.78 ms [2022-02-10 16:20:53 main:574] : INFO : Epoch 1800 | loss: 0.0311659 | val_loss: 0.0311812 | Time: 3933.07 ms [2022-02-10 16:20:57 main:574] : INFO : Epoch 1801 | loss: 0.0311655 | val_loss: 0.0311815 | Time: 3980.9 ms [2022-02-10 16:21:00 main:574] : INFO : Epoch 1802 | loss: 0.0311669 | val_loss: 0.0311873 | Time: 3941.32 ms [2022-02-10 16:21:04 main:574] : INFO : Epoch 1803 | loss: 0.0311663 | val_loss: 0.0311929 | Time: 3915.47 ms [2022-02-10 16:21:08 main:574] : INFO : Epoch 1804 | loss: 0.0311675 | val_loss: 0.0311843 | Time: 3911.68 ms [2022-02-10 16:21:12 main:574] : INFO : Epoch 1805 | loss: 0.0311622 | val_loss: 0.0311813 | Time: 3946.04 ms [2022-02-10 16:21:16 main:574] : INFO : Epoch 1806 | loss: 0.0311683 | val_loss: 0.0311906 | Time: 3960.93 ms [2022-02-10 16:21:20 main:574] : INFO : Epoch 1807 | loss: 0.0311678 | val_loss: 0.0311817 | Time: 3892.08 ms [2022-02-10 16:21:24 main:574] : INFO : Epoch 1808 | loss: 0.0311666 | val_loss: 0.0311812 | Time: 3947.85 ms [2022-02-10 16:21:28 main:574] : INFO : Epoch 1809 | loss: 0.0311635 | val_loss: 0.0311815 | Time: 3917.94 ms [2022-02-10 16:21:32 main:574] : INFO : Epoch 1810 | loss: 0.0311618 | val_loss: 0.0311862 | Time: 3984.96 ms [2022-02-10 16:21:36 main:574] : INFO : Epoch 1811 | loss: 0.0311657 | val_loss: 0.0311779 | Time: 3902 ms [2022-02-10 16:21:40 main:574] : INFO : Epoch 1812 | loss: 0.0311686 | val_loss: 0.0311841 | Time: 3927.85 ms [2022-02-10 16:21:44 main:574] : INFO : Epoch 1813 | loss: 0.0311627 | val_loss: 0.0311883 | Time: 3944.2 ms [2022-02-10 16:21:48 main:574] : INFO : Epoch 1814 | loss: 0.0311616 | val_loss: 0.0311815 | Time: 3928.98 ms [2022-02-10 16:21:52 main:574] : INFO : Epoch 1815 | loss: 0.0311607 | val_loss: 0.0311848 | Time: 3982.09 ms [2022-02-10 16:21:56 main:574] : INFO : Epoch 1816 | loss: 0.031161 | val_loss: 0.0311858 | Time: 3905.42 ms [2022-02-10 16:22:00 main:574] : INFO : Epoch 1817 | loss: 0.0311595 | val_loss: 0.0311819 | Time: 3957.98 ms [2022-02-10 16:22:04 main:574] : INFO : Epoch 1818 | loss: 0.0311601 | val_loss: 0.0311847 | Time: 4005.14 ms [2022-02-10 16:22:08 main:574] : INFO : Epoch 1819 | loss: 0.0311584 | val_loss: 0.0311936 | Time: 3980.87 ms [2022-02-10 16:22:11 main:574] : INFO : Epoch 1820 | loss: 0.0311593 | val_loss: 0.0311844 | Time: 3925.86 ms [2022-02-10 16:22:16 main:574] : INFO : Epoch 1821 | loss: 0.0311569 | val_loss: 0.0311853 | Time: 3995.86 ms [2022-02-10 16:22:19 main:574] : INFO : Epoch 1822 | loss: 0.0311611 | val_loss: 0.0311835 | Time: 3963.08 ms [2022-02-10 16:22:23 main:574] : INFO : Epoch 1823 | loss: 0.031159 | val_loss: 0.0311858 | Time: 3976.78 ms [2022-02-10 16:22:27 main:574] : INFO : Epoch 1824 | loss: 0.0311582 | val_loss: 0.0311867 | Time: 3928.43 ms [2022-02-10 16:22:31 main:574] : INFO : Epoch 1825 | loss: 0.0311584 | val_loss: 0.031187 | Time: 3927.62 ms [2022-02-10 16:22:35 main:574] : INFO : Epoch 1826 | loss: 0.0311617 | val_loss: 0.0311849 | Time: 3975.32 ms [2022-02-10 16:22:39 main:574] : INFO : Epoch 1827 | loss: 0.031161 | val_loss: 0.0311957 | Time: 3986.37 ms [2022-02-10 16:22:43 main:574] : INFO : Epoch 1828 | loss: 0.0311578 | val_loss: 0.031186 | Time: 4012.66 ms [2022-02-10 16:22:47 main:574] : INFO : Epoch 1829 | loss: 0.0311602 | val_loss: 0.031192 | Time: 3912.33 ms [2022-02-10 16:22:51 main:574] : INFO : Epoch 1830 | loss: 0.0311598 | val_loss: 0.0311848 | Time: 3999.14 ms [2022-02-10 16:22:55 main:574] : INFO : Epoch 1831 | loss: 0.0311606 | val_loss: 0.0311837 | Time: 3932.98 ms [2022-02-10 16:22:59 main:574] : INFO : Epoch 1832 | loss: 0.0311603 | val_loss: 0.0311909 | Time: 3986.51 ms [2022-02-10 16:23:03 main:574] : INFO : Epoch 1833 | loss: 0.0311609 | val_loss: 0.0311875 | Time: 4018.03 ms [2022-02-10 16:23:07 main:574] : INFO : Epoch 1834 | loss: 0.0311617 | val_loss: 0.0311844 | Time: 3903.76 ms [2022-02-10 16:23:11 main:574] : INFO : Epoch 1835 | loss: 0.0311568 | val_loss: 0.0311823 | Time: 4008.01 ms [2022-02-10 16:23:15 main:574] : INFO : Epoch 1836 | loss: 0.0311575 | val_loss: 0.0311844 | Time: 3997.45 ms [2022-02-10 16:23:19 main:574] : INFO : Epoch 1837 | loss: 0.0311557 | val_loss: 0.0311863 | Time: 3921.54 ms [2022-02-10 16:23:23 main:574] : INFO : Epoch 1838 | loss: 0.0311565 | val_loss: 0.0311905 | Time: 3927.73 ms [2022-02-10 16:23:27 main:574] : INFO : Epoch 1839 | loss: 0.031156 | val_loss: 0.0311851 | Time: 3941.27 ms [2022-02-10 16:23:31 main:574] : INFO : Epoch 1840 | loss: 0.0311556 | val_loss: 0.0311847 | Time: 4017.24 ms [2022-02-10 16:23:35 main:574] : INFO : Epoch 1841 | loss: 0.0311586 | val_loss: 0.0311871 | Time: 3940.99 ms [2022-02-10 16:23:39 main:574] : INFO : Epoch 1842 | loss: 0.0311611 | val_loss: 0.0311862 | Time: 3933.81 ms [2022-02-10 16:23:43 main:574] : INFO : Epoch 1843 | loss: 0.0311605 | val_loss: 0.0311846 | Time: 3935.45 ms [2022-02-10 16:23:47 main:574] : INFO : Epoch 1844 | loss: 0.0311578 | val_loss: 0.0311865 | Time: 4048.33 ms [2022-02-10 16:23:51 main:574] : INFO : Epoch 1845 | loss: 0.0311576 | val_loss: 0.0311876 | Time: 3937.44 ms [2022-02-10 16:23:55 main:574] : INFO : Epoch 1846 | loss: 0.0311568 | val_loss: 0.0311869 | Time: 3947.46 ms [2022-02-10 16:23:59 main:574] : INFO : Epoch 1847 | loss: 0.0311562 | val_loss: 0.0311864 | Time: 3989.82 ms [2022-02-10 16:24:03 main:574] : INFO : Epoch 1848 | loss: 0.0311577 | val_loss: 0.0311852 | Time: 4036.74 ms [2022-02-10 16:24:07 main:574] : INFO : Epoch 1849 | loss: 0.0311562 | val_loss: 0.0311914 | Time: 3960.96 ms [2022-02-10 16:24:11 main:574] : INFO : Epoch 1850 | loss: 0.0311565 | val_loss: 0.0311885 | Time: 3957.73 ms [2022-02-10 16:24:15 main:574] : INFO : Epoch 1851 | loss: 0.0311595 | val_loss: 0.0311848 | Time: 4013.77 ms [2022-02-10 16:24:19 main:574] : INFO : Epoch 1852 | loss: 0.0311559 | val_loss: 0.0311865 | Time: 3992.42 ms [2022-02-10 16:24:23 main:574] : INFO : Epoch 1853 | loss: 0.0311572 | val_loss: 0.0311926 | Time: 3936.79 ms [2022-02-10 16:24:27 main:574] : INFO : Epoch 1854 | loss: 0.0311541 | val_loss: 0.0311867 | Time: 3956.06 ms [2022-02-10 16:24:31 main:574] : INFO : Epoch 1855 | loss: 0.0311531 | val_loss: 0.0311899 | Time: 3953.41 ms [2022-02-10 16:24:35 main:574] : INFO : Epoch 1856 | loss: 0.031155 | val_loss: 0.031188 | Time: 3942.53 ms [2022-02-10 16:24:38 main:574] : INFO : Epoch 1857 | loss: 0.0311561 | val_loss: 0.0311816 | Time: 3917.15 ms [2022-02-10 16:24:42 main:574] : INFO : Epoch 1858 | loss: 0.0311583 | val_loss: 0.0311964 | Time: 3943.9 ms [2022-02-10 16:24:46 main:574] : INFO : Epoch 1859 | loss: 0.0311564 | val_loss: 0.0311813 | Time: 3929.77 ms [2022-02-10 16:24:50 main:574] : INFO : Epoch 1860 | loss: 0.0311557 | val_loss: 0.0311953 | Time: 3931.54 ms [2022-02-10 16:24:54 main:574] : INFO : Epoch 1861 | loss: 0.0311569 | val_loss: 0.0311828 | Time: 3959.04 ms [2022-02-10 16:24:58 main:574] : INFO : Epoch 1862 | loss: 0.031156 | val_loss: 0.0311838 | Time: 3949.42 ms [2022-02-10 16:25:02 main:574] : INFO : Epoch 1863 | loss: 0.0311555 | val_loss: 0.0311901 | Time: 3972.3 ms [2022-02-10 16:25:06 main:574] : INFO : Epoch 1864 | loss: 0.0311589 | val_loss: 0.0311872 | Time: 3933.46 ms [2022-02-10 16:25:10 main:574] : INFO : Epoch 1865 | loss: 0.0311664 | val_loss: 0.0311988 | Time: 3944.44 ms [2022-02-10 16:25:14 main:574] : INFO : Epoch 1866 | loss: 0.0311914 | val_loss: 0.0312265 | Time: 4004.63 ms [2022-02-10 16:25:18 main:574] : INFO : Epoch 1867 | loss: 0.0312765 | val_loss: 0.0313341 | Time: 3934.91 ms [2022-02-10 16:25:22 main:574] : INFO : Epoch 1868 | loss: 0.0312111 | val_loss: 0.0312448 | Time: 3963.76 ms [2022-02-10 16:25:26 main:574] : INFO : Epoch 1869 | loss: 0.0311745 | val_loss: 0.0311908 | Time: 4004.66 ms [2022-02-10 16:25:30 main:574] : INFO : Epoch 1870 | loss: 0.0311565 | val_loss: 0.0311854 | Time: 3911.66 ms [2022-02-10 16:25:34 main:574] : INFO : Epoch 1871 | loss: 0.0311571 | val_loss: 0.0311866 | Time: 3954.53 ms [2022-02-10 16:25:38 main:574] : INFO : Epoch 1872 | loss: 0.0311575 | val_loss: 0.0311943 | Time: 4041.7 ms [2022-02-10 16:25:42 main:574] : INFO : Epoch 1873 | loss: 0.0311538 | val_loss: 0.0311855 | Time: 3946.02 ms [2022-02-10 16:25:46 main:574] : INFO : Epoch 1874 | loss: 0.031153 | val_loss: 0.0311845 | Time: 3948.09 ms [2022-02-10 16:25:50 main:574] : INFO : Epoch 1875 | loss: 0.0311538 | val_loss: 0.0311863 | Time: 3964.21 ms [2022-02-10 16:25:54 main:574] : INFO : Epoch 1876 | loss: 0.0311541 | val_loss: 0.0311926 | Time: 3957.71 ms [2022-02-10 16:25:58 main:574] : INFO : Epoch 1877 | loss: 0.0311534 | val_loss: 0.0311892 | Time: 3970.27 ms [2022-02-10 16:26:02 main:574] : INFO : Epoch 1878 | loss: 0.0311553 | val_loss: 0.0311838 | Time: 3992.83 ms [2022-02-10 16:26:06 main:574] : INFO : Epoch 1879 | loss: 0.0311536 | val_loss: 0.0311851 | Time: 3975.63 ms [2022-02-10 16:26:10 main:574] : INFO : Epoch 1880 | loss: 0.0311566 | val_loss: 0.0311882 | Time: 3931.92 ms [2022-02-10 16:26:14 main:574] : INFO : Epoch 1881 | loss: 0.0311584 | val_loss: 0.0311856 | Time: 3914.88 ms [2022-02-10 16:26:18 main:574] : INFO : Epoch 1882 | loss: 0.0311565 | val_loss: 0.0311809 | Time: 3898.69 ms [2022-02-10 16:26:21 main:574] : INFO : Epoch 1883 | loss: 0.0311547 | val_loss: 0.0311827 | Time: 3921.03 ms [2022-02-10 16:26:25 main:574] : INFO : Epoch 1884 | loss: 0.0311564 | val_loss: 0.0311854 | Time: 3956.24 ms [2022-02-10 16:26:29 main:574] : INFO : Epoch 1885 | loss: 0.031158 | val_loss: 0.0311864 | Time: 3942.18 ms [2022-02-10 16:26:33 main:574] : INFO : Epoch 1886 | loss: 0.0311559 | val_loss: 0.0311833 | Time: 3909.52 ms [2022-02-10 16:26:37 main:574] : INFO : Epoch 1887 | loss: 0.0311528 | val_loss: 0.0311869 | Time: 3943.51 ms [2022-02-10 16:26:41 main:574] : INFO : Epoch 1888 | loss: 0.0311523 | val_loss: 0.0311889 | Time: 3958.26 ms [2022-02-10 16:26:45 main:574] : INFO : Epoch 1889 | loss: 0.0311541 | val_loss: 0.0311978 | Time: 3977.8 ms [2022-02-10 16:26:49 main:574] : INFO : Epoch 1890 | loss: 0.0311531 | val_loss: 0.0311863 | Time: 3947.08 ms [2022-02-10 16:26:53 main:574] : INFO : Epoch 1891 | loss: 0.0311538 | val_loss: 0.0311871 | Time: 3922.88 ms [2022-02-10 16:26:57 main:574] : INFO : Epoch 1892 | loss: 0.0311551 | val_loss: 0.0311845 | Time: 3961.81 ms [2022-02-10 16:27:01 main:574] : INFO : Epoch 1893 | loss: 0.0311576 | val_loss: 0.0311887 | Time: 4013.21 ms [2022-02-10 16:27:05 main:574] : INFO : Epoch 1894 | loss: 0.0311558 | val_loss: 0.0311857 | Time: 3962.88 ms [2022-02-10 16:27:09 main:574] : INFO : Epoch 1895 | loss: 0.0311545 | val_loss: 0.0311856 | Time: 3937.05 ms [2022-02-10 16:27:13 main:574] : INFO : Epoch 1896 | loss: 0.0311556 | val_loss: 0.0311922 | Time: 3955.07 ms [2022-02-10 16:27:17 main:574] : INFO : Epoch 1897 | loss: 0.0311546 | val_loss: 0.0311846 | Time: 3962.13 ms [2022-02-10 16:27:21 main:574] : INFO : Epoch 1898 | loss: 0.0311538 | val_loss: 0.0311853 | Time: 3909.51 ms [2022-02-10 16:27:25 main:574] : INFO : Epoch 1899 | loss: 0.0311557 | val_loss: 0.0311874 | Time: 3965.91 ms [2022-02-10 16:27:29 main:574] : INFO : Epoch 1900 | loss: 0.0311529 | val_loss: 0.0311872 | Time: 3944.51 ms [2022-02-10 16:27:33 main:574] : INFO : Epoch 1901 | loss: 0.0311511 | val_loss: 0.0311865 | Time: 4051.21 ms [2022-02-10 16:27:37 main:574] : INFO : Epoch 1902 | loss: 0.0311513 | val_loss: 0.0311873 | Time: 3950.26 ms [2022-02-10 16:27:41 main:574] : INFO : Epoch 1903 | loss: 0.0311507 | val_loss: 0.0311967 | Time: 3923.34 ms [2022-02-10 16:27:45 main:574] : INFO : Epoch 1904 | loss: 0.0311515 | val_loss: 0.0311909 | Time: 3965.61 ms [2022-02-10 16:27:49 main:574] : INFO : Epoch 1905 | loss: 0.0311547 | val_loss: 0.0311907 | Time: 3940.02 ms [2022-02-10 16:27:53 main:574] : INFO : Epoch 1906 | loss: 0.0311507 | val_loss: 0.0311908 | Time: 3984.39 ms [2022-02-10 16:27:57 main:574] : INFO : Epoch 1907 | loss: 0.0311512 | val_loss: 0.031183 | Time: 3973.27 ms [2022-02-10 16:28:01 main:574] : INFO : Epoch 1908 | loss: 0.0311517 | val_loss: 0.0311892 | Time: 4076.54 ms [2022-02-10 16:28:05 main:574] : INFO : Epoch 1909 | loss: 0.0311511 | val_loss: 0.0311849 | Time: 3940.32 ms [2022-02-10 16:28:09 main:574] : INFO : Epoch 1910 | loss: 0.0311504 | val_loss: 0.0311878 | Time: 3997.11 ms [2022-02-10 16:28:13 main:574] : INFO : Epoch 1911 | loss: 0.031153 | val_loss: 0.0311923 | Time: 3982.46 ms [2022-02-10 16:28:17 main:574] : INFO : Epoch 1912 | loss: 0.0311524 | val_loss: 0.0311889 | Time: 3970.76 ms [2022-02-10 16:28:20 main:574] : INFO : Epoch 1913 | loss: 0.0311524 | val_loss: 0.031188 | Time: 3943.68 ms [2022-02-10 16:28:24 main:574] : INFO : Epoch 1914 | loss: 0.0311491 | val_loss: 0.0311867 | Time: 3956.17 ms [2022-02-10 16:28:28 main:574] : INFO : Epoch 1915 | loss: 0.0311511 | val_loss: 0.0311863 | Time: 3956.05 ms [2022-02-10 16:28:32 main:574] : INFO : Epoch 1916 | loss: 0.031153 | val_loss: 0.0311848 | Time: 3956.49 ms [2022-02-10 16:28:36 main:574] : INFO : Epoch 1917 | loss: 0.0311543 | val_loss: 0.0311901 | Time: 3897.8 ms [2022-02-10 16:28:40 main:574] : INFO : Epoch 1918 | loss: 0.0311572 | val_loss: 0.0311866 | Time: 3977.97 ms [2022-02-10 16:28:44 main:574] : INFO : Epoch 1919 | loss: 0.031157 | val_loss: 0.0311898 | Time: 3994.9 ms [2022-02-10 16:28:48 main:574] : INFO : Epoch 1920 | loss: 0.0311533 | val_loss: 0.0311902 | Time: 3921.03 ms [2022-02-10 16:28:52 main:574] : INFO : Epoch 1921 | loss: 0.0311544 | val_loss: 0.0311865 | Time: 3950.81 ms [2022-02-10 16:28:56 main:574] : INFO : Epoch 1922 | loss: 0.031153 | val_loss: 0.0311851 | Time: 3896.37 ms [2022-02-10 16:29:00 main:574] : INFO : Epoch 1923 | loss: 0.0311594 | val_loss: 0.0311867 | Time: 3984.64 ms [2022-02-10 16:29:04 main:574] : INFO : Epoch 1924 | loss: 0.0311529 | val_loss: 0.0311883 | Time: 4006.3 ms [2022-02-10 16:29:08 main:574] : INFO : Epoch 1925 | loss: 0.0311538 | val_loss: 0.0311825 | Time: 3949.59 ms [2022-02-10 16:29:12 main:574] : INFO : Epoch 1926 | loss: 0.0311588 | val_loss: 0.0311983 | Time: 3940.42 ms [2022-02-10 16:29:16 main:574] : INFO : Epoch 1927 | loss: 0.0311561 | val_loss: 0.0311936 | Time: 3926.98 ms [2022-02-10 16:29:20 main:574] : INFO : Epoch 1928 | loss: 0.0311535 | val_loss: 0.0311935 | Time: 3924.58 ms [2022-02-10 16:29:24 main:574] : INFO : Epoch 1929 | loss: 0.0311585 | val_loss: 0.0311892 | Time: 3958.75 ms [2022-02-10 16:29:28 main:574] : INFO : Epoch 1930 | loss: 0.0311594 | val_loss: 0.0311894 | Time: 3977.45 ms [2022-02-10 16:29:32 main:574] : INFO : Epoch 1931 | loss: 0.0311565 | val_loss: 0.0311822 | Time: 3976.18 ms [2022-02-10 16:29:36 main:574] : INFO : Epoch 1932 | loss: 0.031157 | val_loss: 0.0311905 | Time: 4008.7 ms [2022-02-10 16:29:40 main:574] : INFO : Epoch 1933 | loss: 0.0311553 | val_loss: 0.0311872 | Time: 3967.03 ms [2022-02-10 16:29:44 main:574] : INFO : Epoch 1934 | loss: 0.0311544 | val_loss: 0.031186 | Time: 4000.15 ms [2022-02-10 16:29:48 main:574] : INFO : Epoch 1935 | loss: 0.0311538 | val_loss: 0.0311849 | Time: 3986.52 ms [2022-02-10 16:29:52 main:574] : INFO : Epoch 1936 | loss: 0.0311553 | val_loss: 0.0311896 | Time: 3951.89 ms [2022-02-10 16:29:56 main:574] : INFO : Epoch 1937 | loss: 0.0311715 | val_loss: 0.0311842 | Time: 4007.08 ms [2022-02-10 16:30:00 main:574] : INFO : Epoch 1938 | loss: 0.0311675 | val_loss: 0.0311818 | Time: 4002.24 ms [2022-02-10 16:30:04 main:574] : INFO : Epoch 1939 | loss: 0.0311643 | val_loss: 0.0311819 | Time: 3941.87 ms [2022-02-10 16:30:08 main:574] : INFO : Epoch 1940 | loss: 0.0311623 | val_loss: 0.0311819 | Time: 3911.14 ms [2022-02-10 16:30:12 main:574] : INFO : Epoch 1941 | loss: 0.0311599 | val_loss: 0.0311839 | Time: 3920.03 ms [2022-02-10 16:30:15 main:574] : INFO : Epoch 1942 | loss: 0.0311586 | val_loss: 0.0311894 | Time: 3913.58 ms [2022-02-10 16:30:19 main:574] : INFO : Epoch 1943 | loss: 0.0311584 | val_loss: 0.0311813 | Time: 3975.93 ms [2022-02-10 16:30:23 main:574] : INFO : Epoch 1944 | loss: 0.0311569 | val_loss: 0.0311855 | Time: 3961.12 ms [2022-02-10 16:30:27 main:574] : INFO : Epoch 1945 | loss: 0.0311599 | val_loss: 0.0311839 | Time: 3956.04 ms [2022-02-10 16:30:31 main:574] : INFO : Epoch 1946 | loss: 0.0311564 | val_loss: 0.0311799 | Time: 3935.79 ms [2022-02-10 16:30:35 main:574] : INFO : Epoch 1947 | loss: 0.0311572 | val_loss: 0.0311835 | Time: 3956.46 ms [2022-02-10 16:30:39 main:574] : INFO : Epoch 1948 | loss: 0.031158 | val_loss: 0.0311834 | Time: 3995.34 ms [2022-02-10 16:30:43 main:574] : INFO : Epoch 1949 | loss: 0.0311572 | val_loss: 0.0311846 | Time: 3958.02 ms [2022-02-10 16:30:47 main:574] : INFO : Epoch 1950 | loss: 0.0311553 | val_loss: 0.0311836 | Time: 4016.94 ms [2022-02-10 16:30:51 main:574] : INFO : Epoch 1951 | loss: 0.0311554 | val_loss: 0.0311878 | Time: 4012.23 ms [2022-02-10 16:30:55 main:574] : INFO : Epoch 1952 | loss: 0.0311543 | val_loss: 0.0311889 | Time: 3927.64 ms [2022-02-10 16:30:59 main:574] : INFO : Epoch 1953 | loss: 0.0311528 | val_loss: 0.0311834 | Time: 4004.02 ms [2022-02-10 16:31:03 main:574] : INFO : Epoch 1954 | loss: 0.0311516 | val_loss: 0.0311818 | Time: 3936.68 ms [2022-02-10 16:31:07 main:574] : INFO : Epoch 1955 | loss: 0.0311506 | val_loss: 0.0311888 | Time: 3958.45 ms [2022-02-10 16:31:11 main:574] : INFO : Epoch 1956 | loss: 0.0311517 | val_loss: 0.0311859 | Time: 3981.06 ms [2022-02-10 16:31:15 main:574] : INFO : Epoch 1957 | loss: 0.0311576 | val_loss: 0.0311883 | Time: 3989.34 ms [2022-02-10 16:31:19 main:574] : INFO : Epoch 1958 | loss: 0.0311529 | val_loss: 0.0311861 | Time: 3928.36 ms [2022-02-10 16:31:23 main:574] : INFO : Epoch 1959 | loss: 0.0311523 | val_loss: 0.0311873 | Time: 3945.06 ms [2022-02-10 16:31:27 main:574] : INFO : Epoch 1960 | loss: 0.0311527 | val_loss: 0.0311876 | Time: 3894.99 ms [2022-02-10 16:31:31 main:574] : INFO : Epoch 1961 | loss: 0.0311549 | val_loss: 0.0311838 | Time: 3884.86 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GT 1030) [2022-02-11 09:14:00 main:435] : INFO : Set logging level to 1 [2022-02-11 09:14:00 main:441] : INFO : Running in BOINC Client mode [2022-02-11 09:14:00 main:444] : INFO : Resolving all filenames [2022-02-11 09:14:00 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-11 09:14:00 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-02-11 09:14:00 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-02-11 09:14:00 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-02-11 09:14:00 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-02-11 09:14:00 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-02-11 09:14:00 main:474] : INFO : Configuration: [2022-02-11 09:14:00 main:475] : INFO : Model type: GRU [2022-02-11 09:14:00 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-02-11 09:14:00 main:477] : INFO : Max Epochs: 2048 [2022-02-11 09:14:00 main:478] : INFO : Batch Size: 128 [2022-02-11 09:14:00 main:479] : INFO : Learning Rate: 0.01 [2022-02-11 09:14:00 main:480] : INFO : Patience: 10 [2022-02-11 09:14:00 main:481] : INFO : Hidden Width: 12 [2022-02-11 09:14:00 main:482] : INFO : # Recurrent Layers: 4 [2022-02-11 09:14:00 main:483] : INFO : # Backend Layers: 4 [2022-02-11 09:14:00 main:484] : INFO : # Threads: 1 [2022-02-11 09:14:00 main:486] : INFO : Preparing Dataset [2022-02-11 09:14:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-02-11 09:14:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-02-11 09:14:02 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-02-11 09:14:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-02-11 09:14:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-02-11 09:14:02 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-02-11 09:14:02 main:494] : INFO : Creating Model [2022-02-11 09:14:02 main:507] : INFO : Preparing config file [2022-02-11 09:14:02 main:511] : INFO : Found checkpoint, attempting to load... [2022-02-11 09:14:02 main:512] : INFO : Loading config [2022-02-11 09:14:02 main:514] : INFO : Loading state [2022-02-11 09:14:03 main:559] : INFO : Loading DataLoader into Memory [2022-02-11 09:14:03 main:562] : INFO : Starting Training [2022-02-11 09:14:07 main:574] : INFO : Epoch 1946 | loss: 0.0312603 | val_loss: 0.0312079 | Time: 3580.56 ms [2022-02-11 09:14:10 main:574] : INFO : Epoch 1947 | loss: 0.0311799 | val_loss: 0.0311878 | Time: 3198.34 ms [2022-02-11 09:14:13 main:574] : INFO : Epoch 1948 | loss: 0.0311698 | val_loss: 0.031184 | Time: 3205.29 ms [2022-02-11 09:14:16 main:574] : INFO : Epoch 1949 | loss: 0.0311669 | val_loss: 0.0311816 | Time: 3188.03 ms [2022-02-11 09:14:19 main:574] : INFO : Epoch 1950 | loss: 0.0311662 | val_loss: 0.0311801 | Time: 3165.83 ms [2022-02-11 09:14:23 main:574] : INFO : Epoch 1951 | loss: 0.0311663 | val_loss: 0.0311821 | Time: 3132.93 ms [2022-02-11 09:14:26 main:574] : INFO : Epoch 1952 | loss: 0.031168 | val_loss: 0.0311862 | Time: 3131.19 ms [2022-02-11 09:14:29 main:574] : INFO : Epoch 1953 | loss: 0.0311702 | val_loss: 0.0311787 | Time: 3110.86 ms [2022-02-11 09:14:32 main:574] : INFO : Epoch 1954 | loss: 0.0311706 | val_loss: 0.0311806 | Time: 3107.29 ms [2022-02-11 09:14:35 main:574] : INFO : Epoch 1955 | loss: 0.0311718 | val_loss: 0.0311895 | Time: 3101.83 ms [2022-02-11 09:14:38 main:574] : INFO : Epoch 1956 | loss: 0.0311735 | val_loss: 0.0311865 | Time: 3107.57 ms [2022-02-11 09:14:41 main:574] : INFO : Epoch 1957 | loss: 0.0311708 | val_loss: 0.0311833 | Time: 3116.09 ms [2022-02-11 09:14:44 main:574] : INFO : Epoch 1958 | loss: 0.0311686 | val_loss: 0.0311759 | Time: 3098.61 ms [2022-02-11 09:14:47 main:574] : INFO : Epoch 1959 | loss: 0.0311678 | val_loss: 0.0311755 | Time: 3094.85 ms [2022-02-11 09:14:51 main:574] : INFO : Epoch 1960 | loss: 0.031167 | val_loss: 0.0311766 | Time: 3103.47 ms [2022-02-11 09:14:54 main:574] : INFO : Epoch 1961 | loss: 0.0311667 | val_loss: 0.0311789 | Time: 3106.31 ms [2022-02-11 09:14:57 main:574] : INFO : Epoch 1962 | loss: 0.031165 | val_loss: 0.031175 | Time: 3102.35 ms [2022-02-11 09:15:00 main:574] : INFO : Epoch 1963 | loss: 0.0311662 | val_loss: 0.0311789 | Time: 3108.81 ms [2022-02-11 09:15:03 main:574] : INFO : Epoch 1964 | loss: 0.0311669 | val_loss: 0.0311794 | Time: 3116.12 ms [2022-02-11 09:15:06 main:574] : INFO : Epoch 1965 | loss: 0.0311652 | val_loss: 0.0311757 | Time: 3110.79 ms [2022-02-11 09:15:09 main:574] : INFO : Epoch 1966 | loss: 0.031166 | val_loss: 0.0311786 | Time: 3110.37 ms [2022-02-11 09:15:12 main:574] : INFO : Epoch 1967 | loss: 0.0311738 | val_loss: 0.0311837 | Time: 3114.25 ms [2022-02-11 09:15:16 main:574] : INFO : Epoch 1968 | loss: 0.0311718 | val_loss: 0.0311811 | Time: 3134.6 ms [2022-02-11 09:15:19 main:574] : INFO : Epoch 1969 | loss: 0.0311716 | val_loss: 0.031183 | Time: 3107.81 ms [2022-02-11 09:15:22 main:574] : INFO : Epoch 1970 | loss: 0.0311724 | val_loss: 0.0311831 | Time: 3102.75 ms [2022-02-11 09:15:25 main:574] : INFO : Epoch 1971 | loss: 0.031173 | val_loss: 0.0311797 | Time: 3116.93 ms [2022-02-11 09:15:28 main:574] : INFO : Epoch 1972 | loss: 0.0311724 | val_loss: 0.0311793 | Time: 3112.49 ms [2022-02-11 09:15:31 main:574] : INFO : Epoch 1973 | loss: 0.0311725 | val_loss: 0.0311774 | Time: 3122.65 ms [2022-02-11 09:15:34 main:574] : INFO : Epoch 1974 | loss: 0.0311747 | val_loss: 0.0311816 | Time: 3114.6 ms [2022-02-11 09:15:37 main:574] : INFO : Epoch 1975 | loss: 0.0311742 | val_loss: 0.0311788 | Time: 3116.32 ms [2022-02-11 09:15:40 main:574] : INFO : Epoch 1976 | loss: 0.0311725 | val_loss: 0.0311823 | Time: 3119.56 ms [2022-02-11 09:15:44 main:574] : INFO : Epoch 1977 | loss: 0.0311693 | val_loss: 0.0311791 | Time: 3130.26 ms [2022-02-11 09:15:47 main:574] : INFO : Epoch 1978 | loss: 0.0311681 | val_loss: 0.0311783 | Time: 3117.98 ms [2022-02-11 09:15:50 main:574] : INFO : Epoch 1979 | loss: 0.0311712 | val_loss: 0.0311821 | Time: 3131.28 ms [2022-02-11 09:15:53 main:574] : INFO : Epoch 1980 | loss: 0.0311704 | val_loss: 0.0311753 | Time: 3155.23 ms [2022-02-11 09:15:56 main:574] : INFO : Epoch 1981 | loss: 0.03117 | val_loss: 0.0311812 | Time: 3152.17 ms [2022-02-11 09:15:59 main:574] : INFO : Epoch 1982 | loss: 0.0311663 | val_loss: 0.0311764 | Time: 3135.93 ms [2022-02-11 09:16:03 main:574] : INFO : Epoch 1983 | loss: 0.0311658 | val_loss: 0.0311794 | Time: 3150.7 ms [2022-02-11 09:16:06 main:574] : INFO : Epoch 1984 | loss: 0.0311687 | val_loss: 0.0311817 | Time: 3151.02 ms [2022-02-11 09:16:09 main:574] : INFO : Epoch 1985 | loss: 0.0311705 | val_loss: 0.0311782 | Time: 3130.23 ms [2022-02-11 09:16:12 main:574] : INFO : Epoch 1986 | loss: 0.0311717 | val_loss: 0.0311828 | Time: 3133.11 ms [2022-02-11 09:16:15 main:574] : INFO : Epoch 1987 | loss: 0.031172 | val_loss: 0.0311835 | Time: 3126.19 ms [2022-02-11 09:16:18 main:574] : INFO : Epoch 1988 | loss: 0.0311723 | val_loss: 0.0311815 | Time: 3159.29 ms [2022-02-11 09:16:21 main:574] : INFO : Epoch 1989 | loss: 0.0311717 | val_loss: 0.0311837 | Time: 3143.93 ms [2022-02-11 09:16:25 main:574] : INFO : Epoch 1990 | loss: 0.031172 | val_loss: 0.0311765 | Time: 3149.13 ms [2022-02-11 09:16:28 main:574] : INFO : Epoch 1991 | loss: 0.0311751 | val_loss: 0.0311841 | Time: 3144.45 ms [2022-02-11 09:16:31 main:574] : INFO : Epoch 1992 | loss: 0.0311761 | val_loss: 0.0311772 | Time: 3173.45 ms [2022-02-11 09:16:34 main:574] : INFO : Epoch 1993 | loss: 0.0311707 | val_loss: 0.0311768 | Time: 3148.47 ms [2022-02-11 09:16:37 main:574] : INFO : Epoch 1994 | loss: 0.0311704 | val_loss: 0.0311743 | Time: 3163.44 ms [2022-02-11 09:16:40 main:574] : INFO : Epoch 1995 | loss: 0.0311687 | val_loss: 0.0311771 | Time: 3136.39 ms [2022-02-11 09:16:44 main:574] : INFO : Epoch 1996 | loss: 0.0311686 | val_loss: 0.0311813 | Time: 3157.21 ms [2022-02-11 09:16:47 main:574] : INFO : Epoch 1997 | loss: 0.0311689 | val_loss: 0.031174 | Time: 3161.06 ms [2022-02-11 09:16:50 main:574] : INFO : Epoch 1998 | loss: 0.0311673 | val_loss: 0.0311735 | Time: 3147.34 ms [2022-02-11 09:16:53 main:574] : INFO : Epoch 1999 | loss: 0.0311667 | val_loss: 0.031173 | Time: 3148.73 ms [2022-02-11 09:16:56 main:574] : INFO : Epoch 2000 | loss: 0.0311662 | val_loss: 0.0311718 | Time: 3159.88 ms [2022-02-11 09:16:59 main:574] : INFO : Epoch 2001 | loss: 0.0311653 | val_loss: 0.0311755 | Time: 3175.34 ms [2022-02-11 09:17:02 main:574] : INFO : Epoch 2002 | loss: 0.031167 | val_loss: 0.0311862 | Time: 3156.26 ms [2022-02-11 09:17:06 main:574] : INFO : Epoch 2003 | loss: 0.0311709 | val_loss: 0.0311731 | Time: 3139.62 ms [2022-02-11 09:17:09 main:574] : INFO : Epoch 2004 | loss: 0.0311654 | val_loss: 0.0311749 | Time: 3142.69 ms [2022-02-11 09:17:12 main:574] : INFO : Epoch 2005 | loss: 0.0311665 | val_loss: 0.0311752 | Time: 3142.63 ms [2022-02-11 09:17:15 main:574] : INFO : Epoch 2006 | loss: 0.0311674 | val_loss: 0.0311792 | Time: 3168.77 ms [2022-02-11 09:17:18 main:574] : INFO : Epoch 2007 | loss: 0.031169 | val_loss: 0.0311771 | Time: 3145.9 ms [2022-02-11 09:17:21 main:574] : INFO : Epoch 2008 | loss: 0.0311669 | val_loss: 0.0311739 | Time: 3140.48 ms [2022-02-11 09:17:25 main:574] : INFO : Epoch 2009 | loss: 0.0311647 | val_loss: 0.0311748 | Time: 3147.52 ms [2022-02-11 09:17:28 main:574] : INFO : Epoch 2010 | loss: 0.0311672 | val_loss: 0.0311783 | Time: 3150.18 ms [2022-02-11 09:17:31 main:574] : INFO : Epoch 2011 | loss: 0.0311661 | val_loss: 0.0311749 | Time: 3137.2 ms [2022-02-11 09:17:34 main:574] : INFO : Epoch 2012 | loss: 0.0311651 | val_loss: 0.0311774 | Time: 3150.88 ms [2022-02-11 09:17:37 main:574] : INFO : Epoch 2013 | loss: 0.0311651 | val_loss: 0.0311815 | Time: 3155.75 ms [2022-02-11 09:17:40 main:574] : INFO : Epoch 2014 | loss: 0.0311665 | val_loss: 0.0311742 | Time: 3147.39 ms [2022-02-11 09:17:44 main:574] : INFO : Epoch 2015 | loss: 0.0311663 | val_loss: 0.0311815 | Time: 3157.31 ms [2022-02-11 09:17:47 main:574] : INFO : Epoch 2016 | loss: 0.0311665 | val_loss: 0.0311784 | Time: 3153.68 ms [2022-02-11 09:17:50 main:574] : INFO : Epoch 2017 | loss: 0.0311731 | val_loss: 0.0311783 | Time: 3160.07 ms [2022-02-11 09:17:53 main:574] : INFO : Epoch 2018 | loss: 0.0311771 | val_loss: 0.0311792 | Time: 3158.5 ms [2022-02-11 09:17:56 main:574] : INFO : Epoch 2019 | loss: 0.0311741 | val_loss: 0.0311763 | Time: 3158.77 ms [2022-02-11 09:17:59 main:574] : INFO : Epoch 2020 | loss: 0.0311699 | val_loss: 0.0311747 | Time: 3150.33 ms [2022-02-11 09:18:02 main:574] : INFO : Epoch 2021 | loss: 0.0311694 | val_loss: 0.0311747 | Time: 3159.61 ms [2022-02-11 09:18:06 main:574] : INFO : Epoch 2022 | loss: 0.0311685 | val_loss: 0.0311762 | Time: 3159.79 ms [2022-02-11 09:18:09 main:574] : INFO : Epoch 2023 | loss: 0.0311679 | val_loss: 0.0311761 | Time: 3151.62 ms [2022-02-11 09:18:12 main:574] : INFO : Epoch 2024 | loss: 0.0311673 | val_loss: 0.0311755 | Time: 3142.63 ms [2022-02-11 09:18:15 main:574] : INFO : Epoch 2025 | loss: 0.0311699 | val_loss: 0.0311743 | Time: 3198.81 ms [2022-02-11 09:18:18 main:574] : INFO : Epoch 2026 | loss: 0.0311678 | val_loss: 0.0311731 | Time: 3142.4 ms [2022-02-11 09:18:22 main:574] : INFO : Epoch 2027 | loss: 0.031168 | val_loss: 0.0311756 | Time: 3339.41 ms [2022-02-11 09:18:25 main:574] : INFO : Epoch 2028 | loss: 0.0311707 | val_loss: 0.0311806 | Time: 3276.84 ms [2022-02-11 09:18:28 main:574] : INFO : Epoch 2029 | loss: 0.0311724 | val_loss: 0.0311737 | Time: 3159.7 ms [2022-02-11 09:18:33 main:574] : INFO : Epoch 2030 | loss: 0.0311665 | val_loss: 0.0311788 | Time: 3155.34 ms [2022-02-11 09:18:37 main:574] : INFO : Epoch 2031 | loss: 0.0311651 | val_loss: 0.0311754 | Time: 3158.78 ms [2022-02-11 09:18:40 main:574] : INFO : Epoch 2032 | loss: 0.0311639 | val_loss: 0.0311765 | Time: 3157.96 ms [2022-02-11 09:18:43 main:574] : INFO : Epoch 2033 | loss: 0.0311681 | val_loss: 0.0311758 | Time: 3139.97 ms [2022-02-11 09:18:46 main:574] : INFO : Epoch 2034 | loss: 0.0311711 | val_loss: 0.0311854 | Time: 3147.8 ms [2022-02-11 09:18:49 main:574] : INFO : Epoch 2035 | loss: 0.0311691 | val_loss: 0.0311765 | Time: 3161.63 ms [2022-02-11 09:18:52 main:574] : INFO : Epoch 2036 | loss: 0.0311657 | val_loss: 0.0311805 | Time: 3149.37 ms [2022-02-11 09:18:56 main:574] : INFO : Epoch 2037 | loss: 0.031165 | val_loss: 0.0311867 | Time: 3155.27 ms [2022-02-11 09:18:59 main:574] : INFO : Epoch 2038 | loss: 0.0311696 | val_loss: 0.0311761 | Time: 3153.16 ms [2022-02-11 09:19:02 main:574] : INFO : Epoch 2039 | loss: 0.0311645 | val_loss: 0.0311725 | Time: 3146.06 ms [2022-02-11 09:19:05 main:574] : INFO : Epoch 2040 | loss: 0.0311661 | val_loss: 0.0311789 | Time: 3144.74 ms [2022-02-11 09:19:08 main:574] : INFO : Epoch 2041 | loss: 0.0311631 | val_loss: 0.0311739 | Time: 3148.18 ms [2022-02-11 09:19:11 main:574] : INFO : Epoch 2042 | loss: 0.0311641 | val_loss: 0.031174 | Time: 3155.71 ms [2022-02-11 09:19:14 main:574] : INFO : Epoch 2043 | loss: 0.031165 | val_loss: 0.0311786 | Time: 3154.06 ms [2022-02-11 09:19:18 main:574] : INFO : Epoch 2044 | loss: 0.0311685 | val_loss: 0.0311722 | Time: 3156.81 ms [2022-02-11 09:19:21 main:574] : INFO : Epoch 2045 | loss: 0.0311654 | val_loss: 0.0311764 | Time: 3154.88 ms [2022-02-11 09:19:24 main:574] : INFO : Epoch 2046 | loss: 0.0311649 | val_loss: 0.0311728 | Time: 3155.51 ms [2022-02-11 09:19:27 main:574] : INFO : Epoch 2047 | loss: 0.0311638 | val_loss: 0.0311728 | Time: 3155.67 ms [2022-02-11 09:19:30 main:574] : INFO : Epoch 2048 | loss: 0.0311651 | val_loss: 0.0311744 | Time: 3157.94 ms [2022-02-11 09:19:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311744 [2022-02-11 09:19:30 main:603] : INFO : Saving end state to config to file [2022-02-11 09:19:30 main:608] : INFO : Success, exiting.. 09:19:30 (4240): 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)