Task 14623998

Name ParityModified-1647040493-15891-3-0_1
Workunit 11574202
Created 18 Apr 2022, 15:37:00 UTC
Sent 18 Apr 2022, 15:40:49 UTC
Report deadline 26 Apr 2022, 15:40:49 UTC
Received 24 Apr 2022, 3:12:11 UTC
Server state Over
Outcome Success
Client state Done
Exit status 0 (0x00000000)
Computer ID 7896
Run time 4 hours 10 min 1 sec
CPU time 2 hours 31 min 39 sec
Validate state Valid
Credit 4,160.00
Device peak FLOPS 3,940.75 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.75 (cuda10200)
windows_x86_64
Peak working set size 1.62 GB
Peak swap size 3.60 GB
Peak disk usage 1.54 GB

Stderr output

<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
022-04-24 04:05:47	                main:574]	:	INFO	:	Epoch 1614 | loss: 0.031173 | val_loss: 0.0311764 | Time: 6026.03 ms
[2022-04-24 04:05:55	                main:574]	:	INFO	:	Epoch 1615 | loss: 0.0311732 | val_loss: 0.0311752 | Time: 6966.27 ms
[2022-04-24 04:06:01	                main:574]	:	INFO	:	Epoch 1616 | loss: 0.0311743 | val_loss: 0.0311762 | Time: 5224.54 ms
[2022-04-24 04:06:07	                main:574]	:	INFO	:	Epoch 1617 | loss: 0.0311732 | val_loss: 0.0311741 | Time: 5766.37 ms
[2022-04-24 04:06:12	                main:574]	:	INFO	:	Epoch 1618 | loss: 0.0311731 | val_loss: 0.0311748 | Time: 5397.12 ms
[2022-04-24 04:06:20	                main:574]	:	INFO	:	Epoch 1619 | loss: 0.031173 | val_loss: 0.0311739 | Time: 7841.59 ms
[2022-04-24 04:06:27	                main:574]	:	INFO	:	Epoch 1620 | loss: 0.0311723 | val_loss: 0.0311727 | Time: 6405.89 ms
[2022-04-24 04:06:36	                main:574]	:	INFO	:	Epoch 1621 | loss: 0.0311717 | val_loss: 0.0311731 | Time: 8061.55 ms
[2022-04-24 04:06:44	                main:574]	:	INFO	:	Epoch 1622 | loss: 0.0311721 | val_loss: 0.0311729 | Time: 7963.17 ms
[2022-04-24 04:06:52	                main:574]	:	INFO	:	Epoch 1623 | loss: 0.0311713 | val_loss: 0.0311743 | Time: 7176.72 ms
[2022-04-24 04:06:59	                main:574]	:	INFO	:	Epoch 1624 | loss: 0.031173 | val_loss: 0.0311743 | Time: 6654.1 ms
[2022-04-24 04:07:05	                main:574]	:	INFO	:	Epoch 1625 | loss: 0.0311745 | val_loss: 0.0311762 | Time: 6177.44 ms
[2022-04-24 04:07:11	                main:574]	:	INFO	:	Epoch 1626 | loss: 0.031173 | val_loss: 0.0311765 | Time: 6055.64 ms
[2022-04-24 04:07:18	                main:574]	:	INFO	:	Epoch 1627 | loss: 0.0311733 | val_loss: 0.0311773 | Time: 6655.98 ms
[2022-04-24 04:07:25	                main:574]	:	INFO	:	Epoch 1628 | loss: 0.031173 | val_loss: 0.0311762 | Time: 7186.27 ms
[2022-04-24 04:07:33	                main:574]	:	INFO	:	Epoch 1629 | loss: 0.0311723 | val_loss: 0.0311753 | Time: 6873.68 ms
[2022-04-24 04:07:42	                main:574]	:	INFO	:	Epoch 1630 | loss: 0.0311717 | val_loss: 0.0311749 | Time: 8840.4 ms
[2022-04-24 04:07:49	                main:574]	:	INFO	:	Epoch 1631 | loss: 0.0311717 | val_loss: 0.0311748 | Time: 7671.36 ms
[2022-04-24 04:07:56	                main:574]	:	INFO	:	Epoch 1632 | loss: 0.0311715 | val_loss: 0.0311757 | Time: 5980.53 ms
[2022-04-24 04:08:04	                main:574]	:	INFO	:	Epoch 1633 | loss: 0.031172 | val_loss: 0.0311753 | Time: 6971.29 ms
[2022-04-24 04:08:10	                main:574]	:	INFO	:	Epoch 1634 | loss: 0.0311713 | val_loss: 0.0311737 | Time: 6220.22 ms
[2022-04-24 04:08:17	                main:574]	:	INFO	:	Epoch 1635 | loss: 0.0311711 | val_loss: 0.0311764 | Time: 6487.75 ms
[2022-04-24 04:08:24	                main:574]	:	INFO	:	Epoch 1636 | loss: 0.0311719 | val_loss: 0.0311766 | Time: 7230.8 ms
[2022-04-24 04:08:32	                main:574]	:	INFO	:	Epoch 1637 | loss: 0.0311724 | val_loss: 0.0311755 | Time: 8067.1 ms
[2022-04-24 04:08:40	                main:574]	:	INFO	:	Epoch 1638 | loss: 0.031172 | val_loss: 0.0311761 | Time: 7366.62 ms
[2022-04-24 04:08:47	                main:574]	:	INFO	:	Epoch 1639 | loss: 0.0311725 | val_loss: 0.0311776 | Time: 6850.96 ms
[2022-04-24 04:08:54	                main:574]	:	INFO	:	Epoch 1640 | loss: 0.0311718 | val_loss: 0.0311805 | Time: 6242.58 ms
[2022-04-24 04:09:01	                main:574]	:	INFO	:	Epoch 1641 | loss: 0.0311721 | val_loss: 0.0311765 | Time: 7350.76 ms
[2022-04-24 04:09:08	                main:574]	:	INFO	:	Epoch 1642 | loss: 0.0311709 | val_loss: 0.0311766 | Time: 6690.32 ms
[2022-04-24 04:09:16	                main:574]	:	INFO	:	Epoch 1643 | loss: 0.0311708 | val_loss: 0.0311785 | Time: 7201.01 ms
[2022-04-24 04:09:24	                main:574]	:	INFO	:	Epoch 1644 | loss: 0.0311707 | val_loss: 0.031177 | Time: 7533.8 ms
[2022-04-24 04:09:32	                main:574]	:	INFO	:	Epoch 1645 | loss: 0.0311703 | val_loss: 0.0311784 | Time: 7782.96 ms
[2022-04-24 04:09:41	                main:574]	:	INFO	:	Epoch 1646 | loss: 0.0311704 | val_loss: 0.0311795 | Time: 7867.99 ms
[2022-04-24 04:09:50	                main:574]	:	INFO	:	Epoch 1647 | loss: 0.0311705 | val_loss: 0.0311781 | Time: 8820.02 ms
[2022-04-24 04:09:59	                main:574]	:	INFO	:	Epoch 1648 | loss: 0.0311708 | val_loss: 0.0311782 | Time: 7907.44 ms
[2022-04-24 04:10:07	                main:574]	:	INFO	:	Epoch 1649 | loss: 0.0311719 | val_loss: 0.0311795 | Time: 7352.18 ms
[2022-04-24 04:10:14	                main:574]	:	INFO	:	Epoch 1650 | loss: 0.0311723 | val_loss: 0.0311766 | Time: 6883.72 ms
[2022-04-24 04:10:20	                main:574]	:	INFO	:	Epoch 1651 | loss: 0.0311725 | val_loss: 0.031177 | Time: 6264.33 ms
[2022-04-24 04:10:27	                main:574]	:	INFO	:	Epoch 1652 | loss: 0.0311706 | val_loss: 0.0311787 | Time: 6865.03 ms
[2022-04-24 04:10:35	                main:574]	:	INFO	:	Epoch 1653 | loss: 0.03117 | val_loss: 0.0311768 | Time: 6632.15 ms
[2022-04-24 04:10:43	                main:574]	:	INFO	:	Epoch 1654 | loss: 0.0311708 | val_loss: 0.031177 | Time: 7030.23 ms
[2022-04-24 04:10:50	                main:574]	:	INFO	:	Epoch 1655 | loss: 0.0311714 | val_loss: 0.031178 | Time: 6848.04 ms
[2022-04-24 04:10:57	                main:574]	:	INFO	:	Epoch 1656 | loss: 0.0311706 | val_loss: 0.0311759 | Time: 6484.7 ms
[2022-04-24 04:11:04	                main:574]	:	INFO	:	Epoch 1657 | loss: 0.0311697 | val_loss: 0.0311806 | Time: 7108.4 ms
[2022-04-24 04:11:12	                main:574]	:	INFO	:	Epoch 1658 | loss: 0.0311705 | val_loss: 0.0311774 | Time: 6630.44 ms
[2022-04-24 04:11:19	                main:574]	:	INFO	:	Epoch 1659 | loss: 0.0311687 | val_loss: 0.0311775 | Time: 6557.37 ms
[2022-04-24 04:11:26	                main:574]	:	INFO	:	Epoch 1660 | loss: 0.0311687 | val_loss: 0.0311766 | Time: 6638.04 ms
[2022-04-24 04:11:33	                main:574]	:	INFO	:	Epoch 1661 | loss: 0.0311695 | val_loss: 0.0311772 | Time: 6270.43 ms
[2022-04-24 04:11:39	                main:574]	:	INFO	:	Epoch 1662 | loss: 0.0311701 | val_loss: 0.0311766 | Time: 6492.05 ms
[2022-04-24 04:11:46	                main:574]	:	INFO	:	Epoch 1663 | loss: 0.0311707 | val_loss: 0.0311763 | Time: 6023 ms
[2022-04-24 04:11:52	                main:574]	:	INFO	:	Epoch 1664 | loss: 0.0311708 | val_loss: 0.0311799 | Time: 6190.02 ms
[2022-04-24 04:11:59	                main:574]	:	INFO	:	Epoch 1665 | loss: 0.0311736 | val_loss: 0.0311776 | Time: 6415.49 ms
[2022-04-24 04:12:05	                main:574]	:	INFO	:	Epoch 1666 | loss: 0.0311736 | val_loss: 0.0311767 | Time: 6178.47 ms
[2022-04-24 04:12:12	                main:574]	:	INFO	:	Epoch 1667 | loss: 0.0311735 | val_loss: 0.0311771 | Time: 6540.43 ms
[2022-04-24 04:12:19	                main:574]	:	INFO	:	Epoch 1668 | loss: 0.0311728 | val_loss: 0.0311763 | Time: 6359.37 ms
[2022-04-24 04:12:26	                main:574]	:	INFO	:	Epoch 1669 | loss: 0.0311734 | val_loss: 0.0311779 | Time: 6516.11 ms
[2022-04-24 04:12:33	                main:574]	:	INFO	:	Epoch 1670 | loss: 0.0311739 | val_loss: 0.0311754 | Time: 7129.81 ms
[2022-04-24 04:12:40	                main:574]	:	INFO	:	Epoch 1671 | loss: 0.0311725 | val_loss: 0.0311776 | Time: 6750.69 ms
[2022-04-24 04:12:47	                main:574]	:	INFO	:	Epoch 1672 | loss: 0.0311726 | val_loss: 0.031176 | Time: 6906.58 ms
[2022-04-24 04:12:55	                main:574]	:	INFO	:	Epoch 1673 | loss: 0.0311718 | val_loss: 0.0311775 | Time: 7247.25 ms
[2022-04-24 04:13:02	                main:574]	:	INFO	:	Epoch 1674 | loss: 0.0311722 | val_loss: 0.0311769 | Time: 6013.58 ms
[2022-04-24 04:13:09	                main:574]	:	INFO	:	Epoch 1675 | loss: 0.0311708 | val_loss: 0.0311749 | Time: 7115.44 ms
[2022-04-24 04:13:17	                main:574]	:	INFO	:	Epoch 1676 | loss: 0.0311708 | val_loss: 0.0311778 | Time: 7353.99 ms
[2022-04-24 04:13:24	                main:574]	:	INFO	:	Epoch 1677 | loss: 0.0311734 | val_loss: 0.031174 | Time: 6229.82 ms
[2022-04-24 04:13:32	                main:574]	:	INFO	:	Epoch 1678 | loss: 0.031177 | val_loss: 0.0311772 | Time: 8055.79 ms
[2022-04-24 04:13:40	                main:574]	:	INFO	:	Epoch 1679 | loss: 0.0311759 | val_loss: 0.0311761 | Time: 7879.18 ms
[2022-04-24 04:13:49	                main:574]	:	INFO	:	Epoch 1680 | loss: 0.0311752 | val_loss: 0.0311828 | Time: 7023.94 ms
[2022-04-24 04:13:55	                main:574]	:	INFO	:	Epoch 1681 | loss: 0.0311859 | val_loss: 0.031189 | Time: 6118.73 ms
[2022-04-24 04:14:03	                main:574]	:	INFO	:	Epoch 1682 | loss: 0.0311878 | val_loss: 0.0311881 | Time: 7793.74 ms
[2022-04-24 04:14:10	                main:574]	:	INFO	:	Epoch 1683 | loss: 0.0311882 | val_loss: 0.0311879 | Time: 7006.51 ms
[2022-04-24 04:14:18	                main:574]	:	INFO	:	Epoch 1684 | loss: 0.0311875 | val_loss: 0.0311864 | Time: 7375.17 ms
[2022-04-24 04:14:25	                main:574]	:	INFO	:	Epoch 1685 | loss: 0.0311909 | val_loss: 0.0311905 | Time: 7353.8 ms
[2022-04-24 04:14:33	                main:574]	:	INFO	:	Epoch 1686 | loss: 0.0311919 | val_loss: 0.0311886 | Time: 7494.23 ms
[2022-04-24 04:14:40	                main:574]	:	INFO	:	Epoch 1687 | loss: 0.0311908 | val_loss: 0.0311869 | Time: 6386.59 ms
[2022-04-24 04:14:48	                main:574]	:	INFO	:	Epoch 1688 | loss: 0.0311905 | val_loss: 0.0311873 | Time: 7370.09 ms
[2022-04-24 04:14:55	                main:574]	:	INFO	:	Epoch 1689 | loss: 0.0311898 | val_loss: 0.0311879 | Time: 6543 ms
[2022-04-24 04:15:02	                main:574]	:	INFO	:	Epoch 1690 | loss: 0.0311883 | val_loss: 0.0311876 | Time: 7092 ms
[2022-04-24 04:15:10	                main:574]	:	INFO	:	Epoch 1691 | loss: 0.0311879 | val_loss: 0.0311878 | Time: 7285.67 ms
[2022-04-24 04:15:17	                main:574]	:	INFO	:	Epoch 1692 | loss: 0.031188 | val_loss: 0.0311885 | Time: 6823.88 ms
[2022-04-24 04:15:25	                main:574]	:	INFO	:	Epoch 1693 | loss: 0.0311876 | val_loss: 0.0311881 | Time: 7265.93 ms
[2022-04-24 04:15:31	                main:574]	:	INFO	:	Epoch 1694 | loss: 0.0311874 | val_loss: 0.0311873 | Time: 6538.07 ms
[2022-04-24 04:15:38	                main:574]	:	INFO	:	Epoch 1695 | loss: 0.0311868 | val_loss: 0.0311871 | Time: 6502.76 ms
[2022-04-24 04:15:44	                main:574]	:	INFO	:	Epoch 1696 | loss: 0.0311865 | val_loss: 0.0311875 | Time: 5948.45 ms
[2022-04-24 04:15:52	                main:574]	:	INFO	:	Epoch 1697 | loss: 0.0311868 | val_loss: 0.0311878 | Time: 7641.37 ms
[2022-04-24 04:15:59	                main:574]	:	INFO	:	Epoch 1698 | loss: 0.0311888 | val_loss: 0.0311917 | Time: 6226.45 ms
[2022-04-24 04:16:07	                main:574]	:	INFO	:	Epoch 1699 | loss: 0.0311896 | val_loss: 0.031188 | Time: 7426.66 ms
[2022-04-24 04:16:13	                main:574]	:	INFO	:	Epoch 1700 | loss: 0.031189 | val_loss: 0.0311883 | Time: 6449.02 ms
[2022-04-24 04:16:20	                main:574]	:	INFO	:	Epoch 1701 | loss: 0.0311869 | val_loss: 0.0311883 | Time: 6760.9 ms
[2022-04-24 04:16:27	                main:574]	:	INFO	:	Epoch 1702 | loss: 0.0311867 | val_loss: 0.0311889 | Time: 6991.07 ms
[2022-04-24 04:16:34	                main:574]	:	INFO	:	Epoch 1703 | loss: 0.0311861 | val_loss: 0.031187 | Time: 6341.43 ms
[2022-04-24 04:16:40	                main:574]	:	INFO	:	Epoch 1704 | loss: 0.0311854 | val_loss: 0.0311885 | Time: 6181.36 ms
[2022-04-24 04:16:48	                main:574]	:	INFO	:	Epoch 1705 | loss: 0.0311859 | val_loss: 0.0311871 | Time: 7006.98 ms
[2022-04-24 04:16:55	                main:574]	:	INFO	:	Epoch 1706 | loss: 0.031186 | val_loss: 0.0311868 | Time: 6884.27 ms
[2022-04-24 04:17:02	                main:574]	:	INFO	:	Epoch 1707 | loss: 0.0311856 | val_loss: 0.0311877 | Time: 6972.18 ms
[2022-04-24 04:17:10	                main:574]	:	INFO	:	Epoch 1708 | loss: 0.0311855 | val_loss: 0.0311879 | Time: 6815.44 ms
[2022-04-24 04:17:16	                main:574]	:	INFO	:	Epoch 1709 | loss: 0.0311864 | val_loss: 0.031188 | Time: 6416.15 ms
[2022-04-24 04:17:22	                main:574]	:	INFO	:	Epoch 1710 | loss: 0.0311859 | val_loss: 0.0311881 | Time: 5999.4 ms
[2022-04-24 04:17:30	                main:574]	:	INFO	:	Epoch 1711 | loss: 0.0311859 | val_loss: 0.0311882 | Time: 7171.69 ms
[2022-04-24 04:17:37	                main:574]	:	INFO	:	Epoch 1712 | loss: 0.0311855 | val_loss: 0.0311871 | Time: 6837.85 ms
[2022-04-24 04:17:44	                main:574]	:	INFO	:	Epoch 1713 | loss: 0.0311853 | val_loss: 0.0311901 | Time: 6283.21 ms
[2022-04-24 04:17:50	                main:574]	:	INFO	:	Epoch 1714 | loss: 0.0311861 | val_loss: 0.0311867 | Time: 6531.16 ms
[2022-04-24 04:17:58	                main:574]	:	INFO	:	Epoch 1715 | loss: 0.0311863 | val_loss: 0.0311892 | Time: 6611.29 ms
[2022-04-24 04:18:06	                main:574]	:	INFO	:	Epoch 1716 | loss: 0.0311882 | val_loss: 0.0311886 | Time: 7159.8 ms
[2022-04-24 04:18:12	                main:574]	:	INFO	:	Epoch 1717 | loss: 0.0311866 | val_loss: 0.0311869 | Time: 6206.21 ms
[2022-04-24 04:18:19	                main:574]	:	INFO	:	Epoch 1718 | loss: 0.0311853 | val_loss: 0.0311862 | Time: 6146.27 ms
[2022-04-24 04:18:27	                main:574]	:	INFO	:	Epoch 1719 | loss: 0.0311848 | val_loss: 0.0311865 | Time: 7832.44 ms
[2022-04-24 04:18:34	                main:574]	:	INFO	:	Epoch 1720 | loss: 0.0311855 | val_loss: 0.0311867 | Time: 6889.95 ms
[2022-04-24 04:18:42	                main:574]	:	INFO	:	Epoch 1721 | loss: 0.0311843 | val_loss: 0.0311879 | Time: 8008.1 ms
[2022-04-24 04:18:51	                main:574]	:	INFO	:	Epoch 1722 | loss: 0.0311861 | val_loss: 0.0311867 | Time: 8005.33 ms
[2022-04-24 04:18:59	                main:574]	:	INFO	:	Epoch 1723 | loss: 0.0311854 | val_loss: 0.0311885 | Time: 7608.59 ms
[2022-04-24 04:19:07	                main:574]	:	INFO	:	Epoch 1724 | loss: 0.0311871 | val_loss: 0.0311926 | Time: 7327.41 ms
[2022-04-24 04:19:13	                main:574]	:	INFO	:	Epoch 1725 | loss: 0.0311881 | val_loss: 0.0311897 | Time: 6052.93 ms
[2022-04-24 04:19:20	                main:574]	:	INFO	:	Epoch 1726 | loss: 0.0311918 | val_loss: 0.0311921 | Time: 6796.64 ms
[2022-04-24 04:19:29	                main:574]	:	INFO	:	Epoch 1727 | loss: 0.0311915 | val_loss: 0.0311939 | Time: 7279.56 ms
[2022-04-24 04:19:37	                main:574]	:	INFO	:	Epoch 1728 | loss: 0.0311917 | val_loss: 0.031191 | Time: 7829.08 ms
[2022-04-24 04:19:45	                main:574]	:	INFO	:	Epoch 1729 | loss: 0.0311911 | val_loss: 0.0311913 | Time: 7728.94 ms
[2022-04-24 04:19:52	                main:574]	:	INFO	:	Epoch 1730 | loss: 0.0311905 | val_loss: 0.0311937 | Time: 6979 ms
[2022-04-24 04:20:00	                main:574]	:	INFO	:	Epoch 1731 | loss: 0.0311907 | val_loss: 0.0311891 | Time: 6783.68 ms
[2022-04-24 04:20:07	                main:574]	:	INFO	:	Epoch 1732 | loss: 0.03119 | val_loss: 0.0311896 | Time: 7558.35 ms
[2022-04-24 04:20:14	                main:574]	:	INFO	:	Epoch 1733 | loss: 0.0311897 | val_loss: 0.0311893 | Time: 6966.18 ms
[2022-04-24 04:20:21	                main:574]	:	INFO	:	Epoch 1734 | loss: 0.031191 | val_loss: 0.031192 | Time: 6009.53 ms
[2022-04-24 04:20:29	                main:574]	:	INFO	:	Epoch 1735 | loss: 0.0311917 | val_loss: 0.0311913 | Time: 7594.73 ms
[2022-04-24 04:20:36	                main:574]	:	INFO	:	Epoch 1736 | loss: 0.0311902 | val_loss: 0.0311917 | Time: 6584.46 ms
[2022-04-24 04:20:43	                main:574]	:	INFO	:	Epoch 1737 | loss: 0.0311897 | val_loss: 0.0311884 | Time: 7082.39 ms
[2022-04-24 04:20:50	                main:574]	:	INFO	:	Epoch 1738 | loss: 0.0311881 | val_loss: 0.03119 | Time: 6222 ms
[2022-04-24 04:20:56	                main:574]	:	INFO	:	Epoch 1739 | loss: 0.0311907 | val_loss: 0.0311955 | Time: 6117.9 ms
[2022-04-24 04:21:03	                main:574]	:	INFO	:	Epoch 1740 | loss: 0.0311885 | val_loss: 0.0311881 | Time: 7254.83 ms
[2022-04-24 04:21:11	                main:574]	:	INFO	:	Epoch 1741 | loss: 0.0311864 | val_loss: 0.0311884 | Time: 7510.92 ms
[2022-04-24 04:21:18	                main:574]	:	INFO	:	Epoch 1742 | loss: 0.0311867 | val_loss: 0.0311897 | Time: 6655.46 ms
[2022-04-24 04:21:25	                main:574]	:	INFO	:	Epoch 1743 | loss: 0.0311878 | val_loss: 0.0311931 | Time: 6421.85 ms
[2022-04-24 04:21:33	                main:574]	:	INFO	:	Epoch 1744 | loss: 0.0311883 | val_loss: 0.0311917 | Time: 7325.43 ms
[2022-04-24 04:21:40	                main:574]	:	INFO	:	Epoch 1745 | loss: 0.0311871 | val_loss: 0.0311915 | Time: 6519.24 ms
[2022-04-24 04:21:46	                main:574]	:	INFO	:	Epoch 1746 | loss: 0.0311865 | val_loss: 0.0311904 | Time: 6456.39 ms
[2022-04-24 04:21:53	                main:574]	:	INFO	:	Epoch 1747 | loss: 0.0311869 | val_loss: 0.0311875 | Time: 6573.09 ms
[2022-04-24 04:22:00	                main:574]	:	INFO	:	Epoch 1748 | loss: 0.031186 | val_loss: 0.0311877 | Time: 7160.98 ms
[2022-04-24 04:22:08	                main:574]	:	INFO	:	Epoch 1749 | loss: 0.0311866 | val_loss: 0.0311893 | Time: 7242.17 ms
[2022-04-24 04:22:14	                main:574]	:	INFO	:	Epoch 1750 | loss: 0.031187 | val_loss: 0.0311895 | Time: 5967.02 ms
[2022-04-24 04:22:21	                main:574]	:	INFO	:	Epoch 1751 | loss: 0.0311861 | val_loss: 0.0311898 | Time: 7426.41 ms
[2022-04-24 04:22:28	                main:574]	:	INFO	:	Epoch 1752 | loss: 0.0311864 | val_loss: 0.0311896 | Time: 6305.38 ms
[2022-04-24 04:22:35	                main:574]	:	INFO	:	Epoch 1753 | loss: 0.0311854 | val_loss: 0.0311868 | Time: 6722.25 ms
[2022-04-24 04:22:42	                main:574]	:	INFO	:	Epoch 1754 | loss: 0.0311862 | val_loss: 0.0311951 | Time: 6018.96 ms
[2022-04-24 04:22:48	                main:574]	:	INFO	:	Epoch 1755 | loss: 0.03119 | val_loss: 0.0311906 | Time: 6120.22 ms
[2022-04-24 04:22:56	                main:574]	:	INFO	:	Epoch 1756 | loss: 0.0311887 | val_loss: 0.0311901 | Time: 7291.41 ms
[2022-04-24 04:23:04	                main:574]	:	INFO	:	Epoch 1757 | loss: 0.0311892 | val_loss: 0.0311886 | Time: 7340.47 ms
[2022-04-24 04:23:11	                main:574]	:	INFO	:	Epoch 1758 | loss: 0.0311878 | val_loss: 0.031189 | Time: 6533.78 ms
[2022-04-24 04:23:18	                main:574]	:	INFO	:	Epoch 1759 | loss: 0.0311867 | val_loss: 0.0311896 | Time: 7096.08 ms
[2022-04-24 04:23:26	                main:574]	:	INFO	:	Epoch 1760 | loss: 0.0311891 | val_loss: 0.0311918 | Time: 6627.29 ms
[2022-04-24 04:23:32	                main:574]	:	INFO	:	Epoch 1761 | loss: 0.0311916 | val_loss: 0.0311931 | Time: 6206.98 ms
[2022-04-24 04:23:40	                main:574]	:	INFO	:	Epoch 1762 | loss: 0.0311909 | val_loss: 0.0311933 | Time: 6946.86 ms
[2022-04-24 04:23:47	                main:574]	:	INFO	:	Epoch 1763 | loss: 0.0311904 | val_loss: 0.0311867 | Time: 7008.26 ms
[2022-04-24 04:23:53	                main:574]	:	INFO	:	Epoch 1764 | loss: 0.0311933 | val_loss: 0.031191 | Time: 6579.12 ms
[2022-04-24 04:24:01	                main:574]	:	INFO	:	Epoch 1765 | loss: 0.0311946 | val_loss: 0.0311887 | Time: 7130.58 ms
[2022-04-24 04:24:08	                main:574]	:	INFO	:	Epoch 1766 | loss: 0.0311929 | val_loss: 0.0311889 | Time: 6441.67 ms
[2022-04-24 04:24:16	                main:574]	:	INFO	:	Epoch 1767 | loss: 0.0311919 | val_loss: 0.0311894 | Time: 7635.14 ms
[2022-04-24 04:24:23	                main:574]	:	INFO	:	Epoch 1768 | loss: 0.0311945 | val_loss: 0.0311941 | Time: 7061.17 ms
[2022-04-24 04:24:29	                main:574]	:	INFO	:	Epoch 1769 | loss: 0.0311945 | val_loss: 0.0311953 | Time: 5971.05 ms
[2022-04-24 04:24:36	                main:574]	:	INFO	:	Epoch 1770 | loss: 0.0311937 | val_loss: 0.0311908 | Time: 6773.46 ms
[2022-04-24 04:24:43	                main:574]	:	INFO	:	Epoch 1771 | loss: 0.0311937 | val_loss: 0.0311927 | Time: 6760.83 ms
[2022-04-24 04:24:51	                main:574]	:	INFO	:	Epoch 1772 | loss: 0.0311926 | val_loss: 0.0311921 | Time: 7845.98 ms
[2022-04-24 04:24:57	                main:574]	:	INFO	:	Epoch 1773 | loss: 0.0311925 | val_loss: 0.03119 | Time: 6134.62 ms
[2022-04-24 04:25:05	                main:574]	:	INFO	:	Epoch 1774 | loss: 0.0311937 | val_loss: 0.0311906 | Time: 7749.86 ms
[2022-04-24 04:25:12	                main:574]	:	INFO	:	Epoch 1775 | loss: 0.0311925 | val_loss: 0.0311914 | Time: 7293.78 ms
[2022-04-24 04:25:19	                main:574]	:	INFO	:	Epoch 1776 | loss: 0.0311919 | val_loss: 0.0311907 | Time: 6484.49 ms
[2022-04-24 04:25:27	                main:574]	:	INFO	:	Epoch 1777 | loss: 0.0311916 | val_loss: 0.0311904 | Time: 7958.24 ms
[2022-04-24 04:25:35	                main:574]	:	INFO	:	Epoch 1778 | loss: 0.0311902 | val_loss: 0.0311881 | Time: 6713.14 ms
[2022-04-24 04:25:43	                main:574]	:	INFO	:	Epoch 1779 | loss: 0.0311902 | val_loss: 0.0311893 | Time: 6701.66 ms
[2022-04-24 04:25:49	                main:574]	:	INFO	:	Epoch 1780 | loss: 0.0311899 | val_loss: 0.0311929 | Time: 6516.02 ms
[2022-04-24 04:25:56	                main:574]	:	INFO	:	Epoch 1781 | loss: 0.0311916 | val_loss: 0.0311889 | Time: 6592.18 ms
[2022-04-24 04:26:04	                main:574]	:	INFO	:	Epoch 1782 | loss: 0.0311902 | val_loss: 0.0311912 | Time: 6658.35 ms
[2022-04-24 04:26:11	                main:574]	:	INFO	:	Epoch 1783 | loss: 0.0311909 | val_loss: 0.0311902 | Time: 6954.34 ms
[2022-04-24 04:26:18	                main:574]	:	INFO	:	Epoch 1784 | loss: 0.0311907 | val_loss: 0.0311885 | Time: 7071.81 ms
[2022-04-24 04:26:25	                main:574]	:	INFO	:	Epoch 1785 | loss: 0.0311911 | val_loss: 0.0311998 | Time: 6079.61 ms
[2022-04-24 04:26:31	                main:574]	:	INFO	:	Epoch 1786 | loss: 0.0311931 | val_loss: 0.0311924 | Time: 6436.79 ms
[2022-04-24 04:26:38	                main:574]	:	INFO	:	Epoch 1787 | loss: 0.0311909 | val_loss: 0.0311881 | Time: 6615.88 ms
[2022-04-24 04:26:45	                main:574]	:	INFO	:	Epoch 1788 | loss: 0.0311892 | val_loss: 0.0311882 | Time: 6229.35 ms
[2022-04-24 04:26:51	                main:574]	:	INFO	:	Epoch 1789 | loss: 0.0311902 | val_loss: 0.0311903 | Time: 6246.26 ms
[2022-04-24 04:26:58	                main:574]	:	INFO	:	Epoch 1790 | loss: 0.0311892 | val_loss: 0.0311883 | Time: 6237.94 ms
[2022-04-24 04:27:04	                main:574]	:	INFO	:	Epoch 1791 | loss: 0.0311908 | val_loss: 0.0311921 | Time: 6066.88 ms
[2022-04-24 04:27:11	                main:574]	:	INFO	:	Epoch 1792 | loss: 0.0311904 | val_loss: 0.0311917 | Time: 6683.79 ms
[2022-04-24 04:27:18	                main:574]	:	INFO	:	Epoch 1793 | loss: 0.0311925 | val_loss: 0.0311957 | Time: 6251.96 ms
[2022-04-24 04:27:25	                main:574]	:	INFO	:	Epoch 1794 | loss: 0.0311916 | val_loss: 0.0311908 | Time: 6368.63 ms
[2022-04-24 04:27:32	                main:574]	:	INFO	:	Epoch 1795 | loss: 0.0311889 | val_loss: 0.0311884 | Time: 6688.16 ms
[2022-04-24 04:27:38	                main:574]	:	INFO	:	Epoch 1796 | loss: 0.0311886 | val_loss: 0.0311883 | Time: 5980.76 ms
[2022-04-24 04:27:46	                main:574]	:	INFO	:	Epoch 1797 | loss: 0.031189 | val_loss: 0.0311885 | Time: 7822.17 ms
[2022-04-24 04:27:55	                main:574]	:	INFO	:	Epoch 1798 | loss: 0.0311889 | val_loss: 0.0311891 | Time: 8662.38 ms
[2022-04-24 04:28:03	                main:574]	:	INFO	:	Epoch 1799 | loss: 0.0311883 | val_loss: 0.0311901 | Time: 7758.71 ms
[2022-04-24 04:28:11	                main:574]	:	INFO	:	Epoch 1800 | loss: 0.0311892 | val_loss: 0.0311897 | Time: 7415.45 ms
[2022-04-24 04:28:18	                main:574]	:	INFO	:	Epoch 1801 | loss: 0.0311886 | val_loss: 0.03119 | Time: 6636 ms
[2022-04-24 04:28:26	                main:574]	:	INFO	:	Epoch 1802 | loss: 0.03119 | val_loss: 0.0311901 | Time: 7416 ms
[2022-04-24 04:28:33	                main:574]	:	INFO	:	Epoch 1803 | loss: 0.0311892 | val_loss: 0.0311889 | Time: 6802.63 ms
[2022-04-24 04:28:40	                main:574]	:	INFO	:	Epoch 1804 | loss: 0.0311902 | val_loss: 0.0311886 | Time: 7149.28 ms
[2022-04-24 04:28:47	                main:574]	:	INFO	:	Epoch 1805 | loss: 0.0311893 | val_loss: 0.0311929 | Time: 6578.13 ms
[2022-04-24 04:28:54	                main:574]	:	INFO	:	Epoch 1806 | loss: 0.0311899 | val_loss: 0.0311922 | Time: 6508.4 ms
[2022-04-24 04:29:01	                main:574]	:	INFO	:	Epoch 1807 | loss: 0.0311912 | val_loss: 0.0311945 | Time: 6886.5 ms
[2022-04-24 04:29:07	                main:574]	:	INFO	:	Epoch 1808 | loss: 0.0311925 | val_loss: 0.0311921 | Time: 6176.57 ms
[2022-04-24 04:29:15	                main:574]	:	INFO	:	Epoch 1809 | loss: 0.0311895 | val_loss: 0.031191 | Time: 7500.37 ms
[2022-04-24 04:29:22	                main:574]	:	INFO	:	Epoch 1810 | loss: 0.0311889 | val_loss: 0.0311905 | Time: 7037.45 ms
[2022-04-24 04:29:29	                main:574]	:	INFO	:	Epoch 1811 | loss: 0.0311907 | val_loss: 0.0311948 | Time: 6532.23 ms
[2022-04-24 04:29:36	                main:574]	:	INFO	:	Epoch 1812 | loss: 0.0311896 | val_loss: 0.0311894 | Time: 7024.31 ms
[2022-04-24 04:29:44	                main:574]	:	INFO	:	Epoch 1813 | loss: 0.0311889 | val_loss: 0.0311885 | Time: 7078.14 ms
[2022-04-24 04:29:51	                main:574]	:	INFO	:	Epoch 1814 | loss: 0.0311896 | val_loss: 0.0311908 | Time: 6308.31 ms
[2022-04-24 04:29:57	                main:574]	:	INFO	:	Epoch 1815 | loss: 0.0311897 | val_loss: 0.0311938 | Time: 6402.81 ms
[2022-04-24 04:30:04	                main:574]	:	INFO	:	Epoch 1816 | loss: 0.0311899 | val_loss: 0.0311886 | Time: 6856.57 ms
[2022-04-24 04:30:11	                main:574]	:	INFO	:	Epoch 1817 | loss: 0.0311894 | val_loss: 0.0311887 | Time: 6487.21 ms
[2022-04-24 04:30:19	                main:574]	:	INFO	:	Epoch 1818 | loss: 0.0311909 | val_loss: 0.0311903 | Time: 6610.13 ms
[2022-04-24 04:30:28	                main:574]	:	INFO	:	Epoch 1819 | loss: 0.0311886 | val_loss: 0.031188 | Time: 8352.91 ms
[2022-04-24 04:30:34	                main:574]	:	INFO	:	Epoch 1820 | loss: 0.0311908 | val_loss: 0.0311898 | Time: 6247.8 ms
[2022-04-24 04:30:41	                main:574]	:	INFO	:	Epoch 1821 | loss: 0.0311888 | val_loss: 0.0311877 | Time: 6514.61 ms
[2022-04-24 04:30:48	                main:574]	:	INFO	:	Epoch 1822 | loss: 0.0311885 | val_loss: 0.0311895 | Time: 6886.38 ms
[2022-04-24 04:30:55	                main:574]	:	INFO	:	Epoch 1823 | loss: 0.0311884 | val_loss: 0.0311885 | Time: 6228.9 ms
[2022-04-24 04:31:02	                main:574]	:	INFO	:	Epoch 1824 | loss: 0.0311902 | val_loss: 0.0311927 | Time: 6208.01 ms
[2022-04-24 04:31:09	                main:574]	:	INFO	:	Epoch 1825 | loss: 0.0311892 | val_loss: 0.0311887 | Time: 7140.62 ms
[2022-04-24 04:31:17	                main:574]	:	INFO	:	Epoch 1826 | loss: 0.0311882 | val_loss: 0.0311887 | Time: 7044.89 ms
[2022-04-24 04:31:24	                main:574]	:	INFO	:	Epoch 1827 | loss: 0.0311892 | val_loss: 0.0311878 | Time: 6835.08 ms
[2022-04-24 04:31:31	                main:574]	:	INFO	:	Epoch 1828 | loss: 0.0311898 | val_loss: 0.0311887 | Time: 6704.28 ms
[2022-04-24 04:31:38	                main:574]	:	INFO	:	Epoch 1829 | loss: 0.0311889 | val_loss: 0.0311888 | Time: 6188.74 ms
[2022-04-24 04:31:45	                main:574]	:	INFO	:	Epoch 1830 | loss: 0.0311894 | val_loss: 0.0311919 | Time: 7525.3 ms
[2022-04-24 04:31:53	                main:574]	:	INFO	:	Epoch 1831 | loss: 0.0311882 | val_loss: 0.0311927 | Time: 7447.53 ms
[2022-04-24 04:32:01	                main:574]	:	INFO	:	Epoch 1832 | loss: 0.0311918 | val_loss: 0.0311898 | Time: 7338.19 ms
[2022-04-24 04:32:08	                main:574]	:	INFO	:	Epoch 1833 | loss: 0.0311892 | val_loss: 0.0311896 | Time: 6581.67 ms
[2022-04-24 04:32:15	                main:574]	:	INFO	:	Epoch 1834 | loss: 0.0311893 | val_loss: 0.0311893 | Time: 6854.5 ms
[2022-04-24 04:32:23	                main:574]	:	INFO	:	Epoch 1835 | loss: 0.0311884 | val_loss: 0.0311876 | Time: 7239.4 ms
[2022-04-24 04:32:30	                main:574]	:	INFO	:	Epoch 1836 | loss: 0.0311882 | val_loss: 0.03119 | Time: 6707.4 ms
[2022-04-24 04:32:37	                main:574]	:	INFO	:	Epoch 1837 | loss: 0.0311887 | val_loss: 0.0311902 | Time: 7178.17 ms
[2022-04-24 04:32:44	                main:574]	:	INFO	:	Epoch 1838 | loss: 0.0311878 | val_loss: 0.0311884 | Time: 6331.47 ms
[2022-04-24 04:32:51	                main:574]	:	INFO	:	Epoch 1839 | loss: 0.0311887 | val_loss: 0.031188 | Time: 6899.66 ms
[2022-04-24 04:32:58	                main:574]	:	INFO	:	Epoch 1840 | loss: 0.0311896 | val_loss: 0.0311887 | Time: 7295.16 ms
[2022-04-24 04:33:05	                main:574]	:	INFO	:	Epoch 1841 | loss: 0.0311873 | val_loss: 0.0311897 | Time: 6315.57 ms
[2022-04-24 04:33:13	                main:574]	:	INFO	:	Epoch 1842 | loss: 0.0311883 | val_loss: 0.0311879 | Time: 7238.76 ms
[2022-04-24 04:33:19	                main:574]	:	INFO	:	Epoch 1843 | loss: 0.0311882 | val_loss: 0.0311881 | Time: 6221.25 ms
[2022-04-24 04:33:26	                main:574]	:	INFO	:	Epoch 1844 | loss: 0.0311878 | val_loss: 0.0311888 | Time: 6491.8 ms
[2022-04-24 04:33:33	                main:574]	:	INFO	:	Epoch 1845 | loss: 0.0311888 | val_loss: 0.0311889 | Time: 6388.93 ms
[2022-04-24 04:33:40	                main:574]	:	INFO	:	Epoch 1846 | loss: 0.0311873 | val_loss: 0.0311878 | Time: 7511.47 ms
[2022-04-24 04:33:48	                main:574]	:	INFO	:	Epoch 1847 | loss: 0.031187 | val_loss: 0.0311874 | Time: 6893.49 ms
[2022-04-24 04:33:55	                main:574]	:	INFO	:	Epoch 1848 | loss: 0.0311874 | val_loss: 0.0311884 | Time: 7273.37 ms
[2022-04-24 04:34:02	                main:574]	:	INFO	:	Epoch 1849 | loss: 0.0311872 | val_loss: 0.0311884 | Time: 6663.48 ms
[2022-04-24 04:34:09	                main:574]	:	INFO	:	Epoch 1850 | loss: 0.0311883 | val_loss: 0.0311888 | Time: 6712.61 ms
[2022-04-24 04:34:16	                main:574]	:	INFO	:	Epoch 1851 | loss: 0.0311881 | val_loss: 0.0311886 | Time: 6462.68 ms
[2022-04-24 04:34:23	                main:574]	:	INFO	:	Epoch 1852 | loss: 0.0311887 | val_loss: 0.0311883 | Time: 7309.53 ms
[2022-04-24 04:34:31	                main:574]	:	INFO	:	Epoch 1853 | loss: 0.0311892 | val_loss: 0.0311889 | Time: 6954.38 ms
[2022-04-24 04:34:35	                main:574]	:	INFO	:	Epoch 1854 | loss: 0.0311881 | val_loss: 0.0311884 | Time: 4702.27 ms
[2022-04-24 04:34:41	                main:574]	:	INFO	:	Epoch 1855 | loss: 0.0311875 | val_loss: 0.031189 | Time: 5175.25 ms
[2022-04-24 04:34:46	                main:574]	:	INFO	:	Epoch 1856 | loss: 0.0311879 | val_loss: 0.0311893 | Time: 5280.75 ms
[2022-04-24 04:34:51	                main:574]	:	INFO	:	Epoch 1857 | loss: 0.0311877 | val_loss: 0.0311878 | Time: 4275.46 ms
[2022-04-24 04:34:55	                main:574]	:	INFO	:	Epoch 1858 | loss: 0.0311894 | val_loss: 0.0311882 | Time: 4407.1 ms
[2022-04-24 04:35:02	                main:574]	:	INFO	:	Epoch 1859 | loss: 0.0311874 | val_loss: 0.0311878 | Time: 5947.82 ms
[2022-04-24 04:35:08	                main:574]	:	INFO	:	Epoch 1860 | loss: 0.0311885 | val_loss: 0.031188 | Time: 5761.29 ms
[2022-04-24 04:35:13	                main:574]	:	INFO	:	Epoch 1861 | loss: 0.031192 | val_loss: 0.031197 | Time: 5630.12 ms
[2022-04-24 04:35:19	                main:574]	:	INFO	:	Epoch 1862 | loss: 0.031191 | val_loss: 0.0311908 | Time: 5376.16 ms
[2022-04-24 04:35:24	                main:574]	:	INFO	:	Epoch 1863 | loss: 0.0311899 | val_loss: 0.0311893 | Time: 4994.03 ms
[2022-04-24 04:35:30	                main:574]	:	INFO	:	Epoch 1864 | loss: 0.0311882 | val_loss: 0.0311888 | Time: 5703.97 ms
[2022-04-24 04:35:35	                main:574]	:	INFO	:	Epoch 1865 | loss: 0.0311869 | val_loss: 0.0311878 | Time: 4707.46 ms
[2022-04-24 04:35:40	                main:574]	:	INFO	:	Epoch 1866 | loss: 0.031188 | val_loss: 0.0311893 | Time: 4747.39 ms
[2022-04-24 04:35:46	                main:574]	:	INFO	:	Epoch 1867 | loss: 0.0311882 | val_loss: 0.0311899 | Time: 5641.75 ms
[2022-04-24 04:35:53	                main:574]	:	INFO	:	Epoch 1868 | loss: 0.0311883 | val_loss: 0.03119 | Time: 6570.35 ms
[2022-04-24 04:35:58	                main:574]	:	INFO	:	Epoch 1869 | loss: 0.0311901 | val_loss: 0.0311881 | Time: 4676.9 ms
[2022-04-24 04:36:04	                main:574]	:	INFO	:	Epoch 1870 | loss: 0.0311872 | val_loss: 0.0311882 | Time: 5852.17 ms
[2022-04-24 04:36:09	                main:574]	:	INFO	:	Epoch 1871 | loss: 0.0311883 | val_loss: 0.031189 | Time: 5194.15 ms
[2022-04-24 04:36:14	                main:574]	:	INFO	:	Epoch 1872 | loss: 0.0311885 | val_loss: 0.0311888 | Time: 4824.75 ms
[2022-04-24 04:36:19	                main:574]	:	INFO	:	Epoch 1873 | loss: 0.0311872 | val_loss: 0.0311878 | Time: 5099.82 ms
[2022-04-24 04:36:27	                main:574]	:	INFO	:	Epoch 1874 | loss: 0.0311897 | val_loss: 0.0311903 | Time: 6782.14 ms
[2022-04-24 04:36:32	                main:574]	:	INFO	:	Epoch 1875 | loss: 0.0311889 | val_loss: 0.0311893 | Time: 4329.05 ms
[2022-04-24 04:36:38	                main:574]	:	INFO	:	Epoch 1876 | loss: 0.0311868 | val_loss: 0.0311889 | Time: 6109.53 ms
[2022-04-24 04:36:43	                main:574]	:	INFO	:	Epoch 1877 | loss: 0.031187 | val_loss: 0.0311874 | Time: 4710.98 ms
[2022-04-24 04:36:49	                main:574]	:	INFO	:	Epoch 1878 | loss: 0.0311868 | val_loss: 0.0311886 | Time: 5491.71 ms
[2022-04-24 04:36:54	                main:574]	:	INFO	:	Epoch 1879 | loss: 0.0311882 | val_loss: 0.0311886 | Time: 5059.83 ms
[2022-04-24 04:37:01	                main:574]	:	INFO	:	Epoch 1880 | loss: 0.0311906 | val_loss: 0.0311911 | Time: 5956.84 ms
[2022-04-24 04:37:06	                main:574]	:	INFO	:	Epoch 1881 | loss: 0.0311885 | val_loss: 0.0311935 | Time: 4431.76 ms
[2022-04-24 04:37:12	                main:574]	:	INFO	:	Epoch 1882 | loss: 0.0311878 | val_loss: 0.0311875 | Time: 6144.25 ms
[2022-04-24 04:37:18	                main:574]	:	INFO	:	Epoch 1883 | loss: 0.0311877 | val_loss: 0.0311925 | Time: 4979.84 ms
[2022-04-24 04:37:23	                main:574]	:	INFO	:	Epoch 1884 | loss: 0.031187 | val_loss: 0.0311883 | Time: 5036.49 ms
[2022-04-24 04:37:29	                main:574]	:	INFO	:	Epoch 1885 | loss: 0.0311887 | val_loss: 0.0311953 | Time: 5402.19 ms
[2022-04-24 04:37:34	                main:574]	:	INFO	:	Epoch 1886 | loss: 0.0311894 | val_loss: 0.0311911 | Time: 5446.99 ms
[2022-04-24 04:37:38	                main:574]	:	INFO	:	Epoch 1887 | loss: 0.0311884 | val_loss: 0.0311928 | Time: 3822.97 ms
[2022-04-24 04:37:42	                main:574]	:	INFO	:	Epoch 1888 | loss: 0.0311884 | val_loss: 0.031189 | Time: 3707.86 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 3GB)
[2022-04-24 04:39:29	                main:435]	:	INFO	:	Set logging level to 1
[2022-04-24 04:39:30	                main:441]	:	INFO	:	Running in BOINC Client mode
[2022-04-24 04:39:31	                main:444]	:	INFO	:	Resolving all filenames
[2022-04-24 04:39:33	                main:452]	:	INFO	:	Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-04-24 04:39:36	                main:452]	:	INFO	:	Resolved: model.cfg => model.cfg (exists = 1)
[2022-04-24 04:39:37	                main:452]	:	INFO	:	Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-04-24 04:39:37	                main:452]	:	INFO	:	Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-04-24 04:39:43	                main:452]	:	INFO	:	Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-04-24 04:39:48	                main:472]	:	INFO	:	Dataset filename: dataset.hdf5
[2022-04-24 04:39:49	                main:474]	:	INFO	:	Configuration: 
[2022-04-24 04:39:49	                main:475]	:	INFO	:	    Model type: GRU
[2022-04-24 04:39:50	                main:476]	:	INFO	:	    Validation Loss Threshold: 0.0001
[2022-04-24 04:39:52	                main:477]	:	INFO	:	    Max Epochs: 2048
[2022-04-24 04:40:02	                main:478]	:	INFO	:	    Batch Size: 128
[2022-04-24 04:40:02	                main:479]	:	INFO	:	    Learning Rate: 0.01
[2022-04-24 04:40:03	                main:480]	:	INFO	:	    Patience: 10
[2022-04-24 04:40:03	                main:481]	:	INFO	:	    Hidden Width: 12
[2022-04-24 04:40:03	                main:482]	:	INFO	:	    # Recurrent Layers: 4
[2022-04-24 04:40:08	                main:483]	:	INFO	:	    # Backend Layers: 4
[2022-04-24 04:40:09	                main:484]	:	INFO	:	    # Threads: 1
[2022-04-24 04:40:09	                main:486]	:	INFO	:	Preparing Dataset
[2022-04-24 04:40:10	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Xt from dataset.hdf5 into memory
[2022-04-24 04:41:10	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Yt from dataset.hdf5 into memory
[2022-04-24 04:43:04	                load:106]	:	INFO	:	Successfully loaded dataset of 2048 examples into memory.
[2022-04-24 04:43:04	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Xv from dataset.hdf5 into memory
[2022-04-24 04:43:06	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Yv from dataset.hdf5 into memory
[2022-04-24 04:43:07	                load:106]	:	INFO	:	Successfully loaded dataset of 512 examples into memory.
[2022-04-24 04:43:07	                main:494]	:	INFO	:	Creating Model
[2022-04-24 04:43:13	                main:507]	:	INFO	:	Preparing config file
[2022-04-24 04:43:13	                main:511]	:	INFO	:	Found checkpoint, attempting to load... 
[2022-04-24 04:43:13	                main:512]	:	INFO	:	Loading config
[2022-04-24 04:43:13	                main:514]	:	INFO	:	Loading state
[2022-04-24 04:44:29	                main:559]	:	INFO	:	Loading DataLoader into Memory
[2022-04-24 04:44:38	                main:562]	:	INFO	:	Starting Training
[2022-04-24 04:45:17	                main:574]	:	INFO	:	Epoch 1842 | loss: 0.0316503 | val_loss: 0.0313726 | Time: 39113 ms
[2022-04-24 04:45:27	                main:574]	:	INFO	:	Epoch 1843 | loss: 0.0312927 | val_loss: 0.0312503 | Time: 7434.75 ms
[2022-04-24 04:45:35	                main:574]	:	INFO	:	Epoch 1844 | loss: 0.0312416 | val_loss: 0.0312317 | Time: 6933.04 ms
[2022-04-24 04:45:42	                main:574]	:	INFO	:	Epoch 1845 | loss: 0.0312229 | val_loss: 0.0312115 | Time: 7132.55 ms
[2022-04-24 04:45:50	                main:574]	:	INFO	:	Epoch 1846 | loss: 0.0312062 | val_loss: 0.0311978 | Time: 7819.26 ms
[2022-04-24 04:45:58	                main:574]	:	INFO	:	Epoch 1847 | loss: 0.0311977 | val_loss: 0.0311953 | Time: 7866.7 ms
[2022-04-24 04:46:07	                main:574]	:	INFO	:	Epoch 1848 | loss: 0.0311947 | val_loss: 0.0311934 | Time: 8243.56 ms
[2022-04-24 04:46:14	                main:574]	:	INFO	:	Epoch 1849 | loss: 0.0311944 | val_loss: 0.0311908 | Time: 6795.38 ms
[2022-04-24 04:46:21	                main:574]	:	INFO	:	Epoch 1850 | loss: 0.0311946 | val_loss: 0.0311935 | Time: 6794.1 ms
[2022-04-24 04:46:29	                main:574]	:	INFO	:	Epoch 1851 | loss: 0.0311956 | val_loss: 0.0311931 | Time: 8002.73 ms
[2022-04-24 04:46:36	                main:574]	:	INFO	:	Epoch 1852 | loss: 0.0311935 | val_loss: 0.0311988 | Time: 6972.52 ms
[2022-04-24 04:46:44	                main:574]	:	INFO	:	Epoch 1853 | loss: 0.0311943 | val_loss: 0.0311896 | Time: 7131.72 ms
[2022-04-24 04:46:51	                main:574]	:	INFO	:	Epoch 1854 | loss: 0.0311912 | val_loss: 0.0311891 | Time: 6869.2 ms
[2022-04-24 04:46:58	                main:574]	:	INFO	:	Epoch 1855 | loss: 0.0311918 | val_loss: 0.0311912 | Time: 6975.76 ms
[2022-04-24 04:47:06	                main:574]	:	INFO	:	Epoch 1856 | loss: 0.0311918 | val_loss: 0.0311891 | Time: 7611.61 ms
[2022-04-24 04:47:14	                main:574]	:	INFO	:	Epoch 1857 | loss: 0.0311904 | val_loss: 0.0311873 | Time: 7477.66 ms
[2022-04-24 04:47:22	                main:574]	:	INFO	:	Epoch 1858 | loss: 0.0311888 | val_loss: 0.0311865 | Time: 8388.06 ms
[2022-04-24 04:47:29	                main:574]	:	INFO	:	Epoch 1859 | loss: 0.0311887 | val_loss: 0.0311871 | Time: 6757.53 ms
[2022-04-24 04:47:36	                main:574]	:	INFO	:	Epoch 1860 | loss: 0.0311882 | val_loss: 0.0311876 | Time: 6635.09 ms
[2022-04-24 04:47:43	                main:574]	:	INFO	:	Epoch 1861 | loss: 0.0311871 | val_loss: 0.031187 | Time: 7425.93 ms
[2022-04-24 04:47:52	                main:574]	:	INFO	:	Epoch 1862 | loss: 0.0311877 | val_loss: 0.0311883 | Time: 8742.59 ms
[2022-04-24 04:48:00	                main:574]	:	INFO	:	Epoch 1863 | loss: 0.0311881 | val_loss: 0.0311891 | Time: 7212.38 ms
[2022-04-24 04:48:10	                main:574]	:	INFO	:	Epoch 1864 | loss: 0.0311864 | val_loss: 0.031187 | Time: 9269.71 ms
[2022-04-24 04:48:17	                main:574]	:	INFO	:	Epoch 1865 | loss: 0.0311866 | val_loss: 0.0311871 | Time: 6992.7 ms
[2022-04-24 04:48:24	                main:574]	:	INFO	:	Epoch 1866 | loss: 0.0311884 | val_loss: 0.0311884 | Time: 6864.7 ms
[2022-04-24 04:48:31	                main:574]	:	INFO	:	Epoch 1867 | loss: 0.0311889 | val_loss: 0.0311913 | Time: 7045.71 ms
[2022-04-24 04:48:39	                main:574]	:	INFO	:	Epoch 1868 | loss: 0.0311882 | val_loss: 0.0311847 | Time: 6910.39 ms
[2022-04-24 04:48:46	                main:574]	:	INFO	:	Epoch 1869 | loss: 0.0311839 | val_loss: 0.0311852 | Time: 7048.23 ms
[2022-04-24 04:48:53	                main:574]	:	INFO	:	Epoch 1870 | loss: 0.031188 | val_loss: 0.0311894 | Time: 6811.06 ms
[2022-04-24 04:49:01	                main:574]	:	INFO	:	Epoch 1871 | loss: 0.0311871 | val_loss: 0.0311841 | Time: 8323.3 ms
[2022-04-24 04:49:10	                main:574]	:	INFO	:	Epoch 1872 | loss: 0.0311875 | val_loss: 0.03119 | Time: 7740.47 ms
[2022-04-24 04:49:17	                main:574]	:	INFO	:	Epoch 1873 | loss: 0.0311893 | val_loss: 0.0311851 | Time: 6900.73 ms
[2022-04-24 04:49:24	                main:574]	:	INFO	:	Epoch 1874 | loss: 0.0311865 | val_loss: 0.0311836 | Time: 7008.37 ms
[2022-04-24 04:49:32	                main:574]	:	INFO	:	Epoch 1875 | loss: 0.0311836 | val_loss: 0.0311853 | Time: 7562.78 ms
[2022-04-24 04:49:40	                main:574]	:	INFO	:	Epoch 1876 | loss: 0.0311853 | val_loss: 0.0311847 | Time: 7339.87 ms
[2022-04-24 04:49:47	                main:574]	:	INFO	:	Epoch 1877 | loss: 0.0311864 | val_loss: 0.0311819 | Time: 6994.85 ms
[2022-04-24 04:49:55	                main:574]	:	INFO	:	Epoch 1878 | loss: 0.031185 | val_loss: 0.031179 | Time: 7449.23 ms
[2022-04-24 04:50:05	                main:574]	:	INFO	:	Epoch 1879 | loss: 0.0311838 | val_loss: 0.031184 | Time: 9834.67 ms
[2022-04-24 04:50:16	                main:574]	:	INFO	:	Epoch 1880 | loss: 0.0311871 | val_loss: 0.0311904 | Time: 10982.5 ms
[2022-04-24 04:50:25	                main:574]	:	INFO	:	Epoch 1881 | loss: 0.0311895 | val_loss: 0.0311838 | Time: 7632.5 ms
[2022-04-24 04:50:33	                main:574]	:	INFO	:	Epoch 1882 | loss: 0.0311852 | val_loss: 0.0311828 | Time: 7715.92 ms
[2022-04-24 04:50:40	                main:574]	:	INFO	:	Epoch 1883 | loss: 0.0311856 | val_loss: 0.0311862 | Time: 7260.9 ms
[2022-04-24 04:50:49	                main:574]	:	INFO	:	Epoch 1884 | loss: 0.0311861 | val_loss: 0.0311837 | Time: 7754.82 ms
[2022-04-24 04:50:56	                main:574]	:	INFO	:	Epoch 1885 | loss: 0.0311861 | val_loss: 0.0311848 | Time: 7418.56 ms
[2022-04-24 04:51:04	                main:574]	:	INFO	:	Epoch 1886 | loss: 0.0311863 | val_loss: 0.0311908 | Time: 7010.84 ms
[2022-04-24 04:51:12	                main:574]	:	INFO	:	Epoch 1887 | loss: 0.0311901 | val_loss: 0.0311899 | Time: 8150.66 ms
[2022-04-24 04:51:19	                main:574]	:	INFO	:	Epoch 1888 | loss: 0.0311934 | val_loss: 0.0311904 | Time: 6328.27 ms
[2022-04-24 04:51:27	                main:574]	:	INFO	:	Epoch 1889 | loss: 0.03119 | val_loss: 0.0311878 | Time: 7291.02 ms
[2022-04-24 04:51:34	                main:574]	:	INFO	:	Epoch 1890 | loss: 0.0311885 | val_loss: 0.0311887 | Time: 7332 ms
[2022-04-24 04:51:42	                main:574]	:	INFO	:	Epoch 1891 | loss: 0.0311896 | val_loss: 0.0311904 | Time: 6951.08 ms
[2022-04-24 04:51:49	                main:574]	:	INFO	:	Epoch 1892 | loss: 0.0311887 | val_loss: 0.0311912 | Time: 7022.64 ms
[2022-04-24 04:51:56	                main:574]	:	INFO	:	Epoch 1893 | loss: 0.0311908 | val_loss: 0.0311905 | Time: 7369.19 ms
[2022-04-24 04:52:03	                main:574]	:	INFO	:	Epoch 1894 | loss: 0.0311914 | val_loss: 0.0311927 | Time: 6500.8 ms
[2022-04-24 04:52:11	                main:574]	:	INFO	:	Epoch 1895 | loss: 0.0311913 | val_loss: 0.0311901 | Time: 8152.85 ms
[2022-04-24 04:52:19	                main:574]	:	INFO	:	Epoch 1896 | loss: 0.0311903 | val_loss: 0.0311849 | Time: 7325.96 ms
[2022-04-24 04:52:27	                main:574]	:	INFO	:	Epoch 1897 | loss: 0.0311915 | val_loss: 0.0311863 | Time: 7720.88 ms
[2022-04-24 04:52:34	                main:574]	:	INFO	:	Epoch 1898 | loss: 0.0311894 | val_loss: 0.0311884 | Time: 7470.25 ms
[2022-04-24 04:52:41	                main:574]	:	INFO	:	Epoch 1899 | loss: 0.0311892 | val_loss: 0.0311835 | Time: 6840.47 ms
[2022-04-24 04:52:49	                main:574]	:	INFO	:	Epoch 1900 | loss: 0.0311882 | val_loss: 0.031185 | Time: 7064.64 ms
[2022-04-24 04:52:57	                main:574]	:	INFO	:	Epoch 1901 | loss: 0.0311859 | val_loss: 0.0311823 | Time: 8251.14 ms
[2022-04-24 04:53:05	                main:574]	:	INFO	:	Epoch 1902 | loss: 0.0311858 | val_loss: 0.0311821 | Time: 7195.62 ms
[2022-04-24 04:53:13	                main:574]	:	INFO	:	Epoch 1903 | loss: 0.0311875 | val_loss: 0.0311846 | Time: 7038.55 ms
[2022-04-24 04:53:20	                main:574]	:	INFO	:	Epoch 1904 | loss: 0.0311888 | val_loss: 0.0311828 | Time: 6836.13 ms
[2022-04-24 04:53:27	                main:574]	:	INFO	:	Epoch 1905 | loss: 0.031188 | val_loss: 0.0311822 | Time: 6730.91 ms
[2022-04-24 04:53:34	                main:574]	:	INFO	:	Epoch 1906 | loss: 0.0311879 | val_loss: 0.0311866 | Time: 7115.65 ms
[2022-04-24 04:53:42	                main:574]	:	INFO	:	Epoch 1907 | loss: 0.03119 | val_loss: 0.0311879 | Time: 7661.17 ms
[2022-04-24 04:53:49	                main:574]	:	INFO	:	Epoch 1908 | loss: 0.0311861 | val_loss: 0.0311825 | Time: 7009.57 ms
[2022-04-24 04:53:57	                main:574]	:	INFO	:	Epoch 1909 | loss: 0.0311844 | val_loss: 0.0311809 | Time: 7055.39 ms
[2022-04-24 04:54:05	                main:574]	:	INFO	:	Epoch 1910 | loss: 0.0311849 | val_loss: 0.0311825 | Time: 7926.42 ms
[2022-04-24 04:54:14	                main:574]	:	INFO	:	Epoch 1911 | loss: 0.0311866 | val_loss: 0.0311852 | Time: 6715.4 ms
[2022-04-24 04:54:21	                main:574]	:	INFO	:	Epoch 1912 | loss: 0.031187 | val_loss: 0.0311833 | Time: 6518.42 ms
[2022-04-24 04:54:29	                main:574]	:	INFO	:	Epoch 1913 | loss: 0.0311892 | val_loss: 0.0311838 | Time: 7141.75 ms
[2022-04-24 04:54:37	                main:574]	:	INFO	:	Epoch 1914 | loss: 0.0311888 | val_loss: 0.0311837 | Time: 6620.51 ms
[2022-04-24 04:54:44	                main:574]	:	INFO	:	Epoch 1915 | loss: 0.0311897 | val_loss: 0.0311882 | Time: 7635.1 ms
[2022-04-24 04:54:51	                main:574]	:	INFO	:	Epoch 1916 | loss: 0.0311902 | val_loss: 0.031184 | Time: 6483.54 ms
[2022-04-24 04:54:58	                main:574]	:	INFO	:	Epoch 1917 | loss: 0.0311878 | val_loss: 0.0311843 | Time: 7352.56 ms
[2022-04-24 04:55:07	                main:574]	:	INFO	:	Epoch 1918 | loss: 0.0311876 | val_loss: 0.0311883 | Time: 8772.63 ms
[2022-04-24 04:55:15	                main:574]	:	INFO	:	Epoch 1919 | loss: 0.031188 | val_loss: 0.031185 | Time: 7114.01 ms
[2022-04-24 04:55:23	                main:574]	:	INFO	:	Epoch 1920 | loss: 0.0311856 | val_loss: 0.0311838 | Time: 7619.36 ms
[2022-04-24 04:55:30	                main:574]	:	INFO	:	Epoch 1921 | loss: 0.0311874 | val_loss: 0.031189 | Time: 6678.29 ms
[2022-04-24 04:55:37	                main:574]	:	INFO	:	Epoch 1922 | loss: 0.0311868 | val_loss: 0.0311832 | Time: 6347.63 ms
[2022-04-24 04:55:45	                main:574]	:	INFO	:	Epoch 1923 | loss: 0.0311855 | val_loss: 0.0311904 | Time: 8219.2 ms
[2022-04-24 04:55:53	                main:574]	:	INFO	:	Epoch 1924 | loss: 0.0311881 | val_loss: 0.0311844 | Time: 7377.06 ms
[2022-04-24 04:55:59	                main:574]	:	INFO	:	Epoch 1925 | loss: 0.0311858 | val_loss: 0.0311847 | Time: 6472.23 ms
[2022-04-24 04:56:07	                main:574]	:	INFO	:	Epoch 1926 | loss: 0.0311875 | val_loss: 0.0311868 | Time: 7191.33 ms
[2022-04-24 04:56:16	                main:574]	:	INFO	:	Epoch 1927 | loss: 0.031185 | val_loss: 0.0311909 | Time: 7179.21 ms
[2022-04-24 04:56:23	                main:574]	:	INFO	:	Epoch 1928 | loss: 0.0311861 | val_loss: 0.0311843 | Time: 7432.9 ms
[2022-04-24 04:56:31	                main:574]	:	INFO	:	Epoch 1929 | loss: 0.0311869 | val_loss: 0.0311848 | Time: 6960.1 ms
[2022-04-24 04:56:38	                main:574]	:	INFO	:	Epoch 1930 | loss: 0.031184 | val_loss: 0.0311832 | Time: 7496.74 ms
[2022-04-24 04:56:45	                main:574]	:	INFO	:	Epoch 1931 | loss: 0.031186 | val_loss: 0.0311849 | Time: 6749.35 ms
[2022-04-24 04:56:53	                main:574]	:	INFO	:	Epoch 1932 | loss: 0.0311867 | val_loss: 0.0311848 | Time: 6974.93 ms
[2022-04-24 04:57:00	                main:574]	:	INFO	:	Epoch 1933 | loss: 0.0311842 | val_loss: 0.0311842 | Time: 7653.06 ms
[2022-04-24 04:57:08	                main:574]	:	INFO	:	Epoch 1934 | loss: 0.0311841 | val_loss: 0.031185 | Time: 7187.98 ms
[2022-04-24 04:57:16	                main:574]	:	INFO	:	Epoch 1935 | loss: 0.0311839 | val_loss: 0.0311847 | Time: 7336.86 ms
[2022-04-24 04:57:25	                main:574]	:	INFO	:	Epoch 1936 | loss: 0.0311829 | val_loss: 0.0311832 | Time: 8601.19 ms
[2022-04-24 04:57:33	                main:574]	:	INFO	:	Epoch 1937 | loss: 0.0311841 | val_loss: 0.0311845 | Time: 7773.24 ms
[2022-04-24 04:57:41	                main:574]	:	INFO	:	Epoch 1938 | loss: 0.0311835 | val_loss: 0.0311879 | Time: 7465.68 ms
[2022-04-24 04:57:48	                main:574]	:	INFO	:	Epoch 1939 | loss: 0.0311844 | val_loss: 0.0311829 | Time: 6940.08 ms
[2022-04-24 04:57:57	                main:574]	:	INFO	:	Epoch 1940 | loss: 0.031183 | val_loss: 0.0311853 | Time: 8330.76 ms
[2022-04-24 04:58:04	                main:574]	:	INFO	:	Epoch 1941 | loss: 0.0311832 | val_loss: 0.0311852 | Time: 7175.88 ms
[2022-04-24 04:58:12	                main:574]	:	INFO	:	Epoch 1942 | loss: 0.0311836 | val_loss: 0.0311851 | Time: 7253.78 ms
[2022-04-24 04:58:19	                main:574]	:	INFO	:	Epoch 1943 | loss: 0.0311837 | val_loss: 0.0311863 | Time: 7070.52 ms
[2022-04-24 04:58:27	                main:574]	:	INFO	:	Epoch 1944 | loss: 0.0311863 | val_loss: 0.0311842 | Time: 7242.57 ms
[2022-04-24 04:58:34	                main:574]	:	INFO	:	Epoch 1945 | loss: 0.0311852 | val_loss: 0.0311865 | Time: 7498.36 ms
[2022-04-24 04:58:42	                main:574]	:	INFO	:	Epoch 1946 | loss: 0.0311843 | val_loss: 0.0311891 | Time: 7008.85 ms
[2022-04-24 04:58:52	                main:574]	:	INFO	:	Epoch 1947 | loss: 0.0311897 | val_loss: 0.0311894 | Time: 8802.71 ms
[2022-04-24 04:59:00	                main:574]	:	INFO	:	Epoch 1948 | loss: 0.0311902 | val_loss: 0.0311903 | Time: 7474.58 ms
[2022-04-24 04:59:09	                main:574]	:	INFO	:	Epoch 1949 | loss: 0.0311935 | val_loss: 0.0311862 | Time: 8673.37 ms
[2022-04-24 04:59:16	                main:574]	:	INFO	:	Epoch 1950 | loss: 0.0311891 | val_loss: 0.0311849 | Time: 7224.32 ms
[2022-04-24 04:59:23	                main:574]	:	INFO	:	Epoch 1951 | loss: 0.0311881 | val_loss: 0.03119 | Time: 6790.39 ms
[2022-04-24 04:59:31	                main:574]	:	INFO	:	Epoch 1952 | loss: 0.0311867 | val_loss: 0.0311836 | Time: 7239.88 ms
[2022-04-24 04:59:38	                main:574]	:	INFO	:	Epoch 1953 | loss: 0.0311849 | val_loss: 0.031186 | Time: 6771.45 ms
[2022-04-24 04:59:45	                main:574]	:	INFO	:	Epoch 1954 | loss: 0.0311878 | val_loss: 0.0311834 | Time: 7228.48 ms
[2022-04-24 04:59:52	                main:574]	:	INFO	:	Epoch 1955 | loss: 0.0311862 | val_loss: 0.0311859 | Time: 6689.66 ms
[2022-04-24 05:00:00	                main:574]	:	INFO	:	Epoch 1956 | loss: 0.0311888 | val_loss: 0.031183 | Time: 7251.38 ms
[2022-04-24 05:00:07	                main:574]	:	INFO	:	Epoch 1957 | loss: 0.0311881 | val_loss: 0.031185 | Time: 6650.16 ms
[2022-04-24 05:00:15	                main:574]	:	INFO	:	Epoch 1958 | loss: 0.0311868 | val_loss: 0.0311929 | Time: 7958.99 ms
[2022-04-24 05:00:22	                main:574]	:	INFO	:	Epoch 1959 | loss: 0.031188 | val_loss: 0.031185 | Time: 6793.91 ms
[2022-04-24 05:00:30	                main:574]	:	INFO	:	Epoch 1960 | loss: 0.0311864 | val_loss: 0.0311838 | Time: 6983.84 ms
[2022-04-24 05:00:37	                main:574]	:	INFO	:	Epoch 1961 | loss: 0.0311876 | val_loss: 0.0311847 | Time: 6841.83 ms
[2022-04-24 05:00:44	                main:574]	:	INFO	:	Epoch 1962 | loss: 0.0311853 | val_loss: 0.0311821 | Time: 7035.6 ms
[2022-04-24 05:00:51	                main:574]	:	INFO	:	Epoch 1963 | loss: 0.0311851 | val_loss: 0.0311832 | Time: 6766.1 ms
[2022-04-24 05:00:58	                main:574]	:	INFO	:	Epoch 1964 | loss: 0.0311838 | val_loss: 0.031182 | Time: 6801.23 ms
[2022-04-24 05:01:06	                main:574]	:	INFO	:	Epoch 1965 | loss: 0.0311847 | val_loss: 0.0311898 | Time: 7577.87 ms
[2022-04-24 05:01:14	                main:574]	:	INFO	:	Epoch 1966 | loss: 0.0311868 | val_loss: 0.0311858 | Time: 7242.21 ms
[2022-04-24 05:01:20	                main:574]	:	INFO	:	Epoch 1967 | loss: 0.0311846 | val_loss: 0.0311843 | Time: 6389.72 ms
[2022-04-24 05:01:30	                main:574]	:	INFO	:	Epoch 1968 | loss: 0.0311836 | val_loss: 0.0311846 | Time: 8494.84 ms
[2022-04-24 05:01:37	                main:574]	:	INFO	:	Epoch 1969 | loss: 0.0311843 | val_loss: 0.0311837 | Time: 7096.35 ms
[2022-04-24 05:01:44	                main:574]	:	INFO	:	Epoch 1970 | loss: 0.0311843 | val_loss: 0.0311863 | Time: 6728.23 ms
[2022-04-24 05:01:53	                main:574]	:	INFO	:	Epoch 1971 | loss: 0.0311871 | val_loss: 0.0311853 | Time: 8404.8 ms
[2022-04-24 05:02:00	                main:574]	:	INFO	:	Epoch 1972 | loss: 0.0311829 | val_loss: 0.031183 | Time: 6834.2 ms
[2022-04-24 05:02:09	                main:574]	:	INFO	:	Epoch 1973 | loss: 0.0311838 | val_loss: 0.031193 | Time: 8035.29 ms
[2022-04-24 05:02:16	                main:574]	:	INFO	:	Epoch 1974 | loss: 0.0311849 | val_loss: 0.0311836 | Time: 7275.48 ms
[2022-04-24 05:02:24	                main:574]	:	INFO	:	Epoch 1975 | loss: 0.0311834 | val_loss: 0.0311834 | Time: 7499.34 ms
[2022-04-24 05:02:31	                main:574]	:	INFO	:	Epoch 1976 | loss: 0.0311824 | val_loss: 0.0311852 | Time: 6796.91 ms
[2022-04-24 05:02:38	                main:574]	:	INFO	:	Epoch 1977 | loss: 0.031187 | val_loss: 0.0311853 | Time: 6999.57 ms
[2022-04-24 05:02:45	                main:574]	:	INFO	:	Epoch 1978 | loss: 0.0311852 | val_loss: 0.031187 | Time: 6819.97 ms
[2022-04-24 05:02:52	                main:574]	:	INFO	:	Epoch 1979 | loss: 0.0311867 | val_loss: 0.0311889 | Time: 6785.25 ms
[2022-04-24 05:03:00	                main:574]	:	INFO	:	Epoch 1980 | loss: 0.0311867 | val_loss: 0.0311842 | Time: 7091.35 ms
[2022-04-24 05:03:08	                main:574]	:	INFO	:	Epoch 1981 | loss: 0.0311824 | val_loss: 0.0311828 | Time: 7738.86 ms
[2022-04-24 05:03:15	                main:574]	:	INFO	:	Epoch 1982 | loss: 0.0311812 | val_loss: 0.0311825 | Time: 6849.63 ms
[2022-04-24 05:03:22	                main:574]	:	INFO	:	Epoch 1983 | loss: 0.031182 | val_loss: 0.0311832 | Time: 6160.54 ms
[2022-04-24 05:03:30	                main:574]	:	INFO	:	Epoch 1984 | loss: 0.0311834 | val_loss: 0.0311853 | Time: 8051.08 ms
[2022-04-24 05:03:38	                main:574]	:	INFO	:	Epoch 1985 | loss: 0.0311838 | val_loss: 0.0311858 | Time: 8259.81 ms
[2022-04-24 05:03:45	                main:574]	:	INFO	:	Epoch 1986 | loss: 0.0311842 | val_loss: 0.0311821 | Time: 6881.26 ms
[2022-04-24 05:03:53	                main:574]	:	INFO	:	Epoch 1987 | loss: 0.0311824 | val_loss: 0.0311857 | Time: 7742.38 ms
[2022-04-24 05:04:02	                main:574]	:	INFO	:	Epoch 1988 | loss: 0.0311868 | val_loss: 0.0311847 | Time: 7448.45 ms
[2022-04-24 05:04:09	                main:574]	:	INFO	:	Epoch 1989 | loss: 0.0311853 | val_loss: 0.031184 | Time: 6862.2 ms
[2022-04-24 05:04:16	                main:574]	:	INFO	:	Epoch 1990 | loss: 0.0311833 | val_loss: 0.0311865 | Time: 6803.01 ms
[2022-04-24 05:04:24	                main:574]	:	INFO	:	Epoch 1991 | loss: 0.0311841 | val_loss: 0.0311814 | Time: 6577.59 ms
[2022-04-24 05:04:33	                main:574]	:	INFO	:	Epoch 1992 | loss: 0.0311843 | val_loss: 0.0311814 | Time: 8306.1 ms
[2022-04-24 05:04:42	                main:574]	:	INFO	:	Epoch 1993 | loss: 0.0311838 | val_loss: 0.0311815 | Time: 7816.58 ms
[2022-04-24 05:04:49	                main:574]	:	INFO	:	Epoch 1994 | loss: 0.031183 | val_loss: 0.0311866 | Time: 7104.88 ms
[2022-04-24 05:04:55	                main:574]	:	INFO	:	Epoch 1995 | loss: 0.0311819 | val_loss: 0.0311823 | Time: 5964.78 ms
[2022-04-24 05:05:02	                main:574]	:	INFO	:	Epoch 1996 | loss: 0.0311833 | val_loss: 0.0311834 | Time: 6566.35 ms
[2022-04-24 05:05:11	                main:574]	:	INFO	:	Epoch 1997 | loss: 0.0311823 | val_loss: 0.0311855 | Time: 8762.55 ms
[2022-04-24 05:05:19	                main:574]	:	INFO	:	Epoch 1998 | loss: 0.0311845 | val_loss: 0.0311802 | Time: 7023.61 ms
[2022-04-24 05:05:26	                main:574]	:	INFO	:	Epoch 1999 | loss: 0.0311811 | val_loss: 0.0311792 | Time: 7274.48 ms
[2022-04-24 05:05:33	                main:574]	:	INFO	:	Epoch 2000 | loss: 0.0311813 | val_loss: 0.0311831 | Time: 6981.85 ms
[2022-04-24 05:05:40	                main:574]	:	INFO	:	Epoch 2001 | loss: 0.0311821 | val_loss: 0.0311798 | Time: 6767.1 ms
[2022-04-24 05:05:48	                main:574]	:	INFO	:	Epoch 2002 | loss: 0.0311825 | val_loss: 0.0311815 | Time: 6901.62 ms
[2022-04-24 05:05:57	                main:574]	:	INFO	:	Epoch 2003 | loss: 0.0311822 | val_loss: 0.0311831 | Time: 8003.58 ms
[2022-04-24 05:06:05	                main:574]	:	INFO	:	Epoch 2004 | loss: 0.0311837 | val_loss: 0.03118 | Time: 7474.99 ms
[2022-04-24 05:06:14	                main:574]	:	INFO	:	Epoch 2005 | loss: 0.0311823 | val_loss: 0.0311793 | Time: 7172.11 ms
[2022-04-24 05:06:23	                main:574]	:	INFO	:	Epoch 2006 | loss: 0.031182 | val_loss: 0.0311791 | Time: 8089.08 ms
[2022-04-24 05:06:30	                main:574]	:	INFO	:	Epoch 2007 | loss: 0.03118 | val_loss: 0.0311827 | Time: 7429.57 ms
[2022-04-24 05:06:39	                main:574]	:	INFO	:	Epoch 2008 | loss: 0.0311801 | val_loss: 0.0311857 | Time: 8632.9 ms
[2022-04-24 05:06:48	                main:574]	:	INFO	:	Epoch 2009 | loss: 0.0311807 | val_loss: 0.0311808 | Time: 8326.06 ms
[2022-04-24 05:06:56	                main:574]	:	INFO	:	Epoch 2010 | loss: 0.0311815 | val_loss: 0.0311816 | Time: 7405.13 ms
[2022-04-24 05:07:06	                main:574]	:	INFO	:	Epoch 2011 | loss: 0.0311797 | val_loss: 0.0311797 | Time: 8726.56 ms
[2022-04-24 05:07:14	                main:574]	:	INFO	:	Epoch 2012 | loss: 0.0311796 | val_loss: 0.0311873 | Time: 7896.28 ms
[2022-04-24 05:07:24	                main:574]	:	INFO	:	Epoch 2013 | loss: 0.0311814 | val_loss: 0.0311793 | Time: 6292.43 ms
[2022-04-24 05:07:32	                main:574]	:	INFO	:	Epoch 2014 | loss: 0.0311784 | val_loss: 0.0311791 | Time: 7922.49 ms
[2022-04-24 05:07:41	                main:574]	:	INFO	:	Epoch 2015 | loss: 0.0311809 | val_loss: 0.031184 | Time: 8133.03 ms
[2022-04-24 05:07:48	                main:574]	:	INFO	:	Epoch 2016 | loss: 0.0311825 | val_loss: 0.0311839 | Time: 7221.34 ms
[2022-04-24 05:07:57	                main:574]	:	INFO	:	Epoch 2017 | loss: 0.0311804 | val_loss: 0.0311812 | Time: 7814.87 ms
[2022-04-24 05:08:05	                main:574]	:	INFO	:	Epoch 2018 | loss: 0.0311794 | val_loss: 0.0311775 | Time: 8036.77 ms
[2022-04-24 05:08:14	                main:574]	:	INFO	:	Epoch 2019 | loss: 0.031179 | val_loss: 0.0311838 | Time: 8461.41 ms
[2022-04-24 05:08:21	                main:574]	:	INFO	:	Epoch 2020 | loss: 0.0311819 | val_loss: 0.0311883 | Time: 6766.32 ms
[2022-04-24 05:08:28	                main:574]	:	INFO	:	Epoch 2021 | loss: 0.0311833 | val_loss: 0.0311832 | Time: 6718.62 ms
[2022-04-24 05:08:38	                main:574]	:	INFO	:	Epoch 2022 | loss: 0.0311811 | val_loss: 0.0311827 | Time: 7967.42 ms
[2022-04-24 05:08:45	                main:574]	:	INFO	:	Epoch 2023 | loss: 0.0311805 | val_loss: 0.0311987 | Time: 6366.73 ms
[2022-04-24 05:08:52	                main:574]	:	INFO	:	Epoch 2024 | loss: 0.0311842 | val_loss: 0.0311814 | Time: 7035.98 ms
[2022-04-24 05:08:59	                main:574]	:	INFO	:	Epoch 2025 | loss: 0.03118 | val_loss: 0.0311817 | Time: 6847.79 ms
[2022-04-24 05:09:07	                main:574]	:	INFO	:	Epoch 2026 | loss: 0.0311799 | val_loss: 0.0311796 | Time: 7491.62 ms
[2022-04-24 05:09:15	                main:574]	:	INFO	:	Epoch 2027 | loss: 0.0311826 | val_loss: 0.0311846 | Time: 8032.52 ms
[2022-04-24 05:09:23	                main:574]	:	INFO	:	Epoch 2028 | loss: 0.0311786 | val_loss: 0.0311819 | Time: 7324.51 ms
[2022-04-24 05:09:32	                main:574]	:	INFO	:	Epoch 2029 | loss: 0.0311777 | val_loss: 0.0311816 | Time: 7598.06 ms
[2022-04-24 05:09:39	                main:574]	:	INFO	:	Epoch 2030 | loss: 0.0311808 | val_loss: 0.0311821 | Time: 7101.75 ms
[2022-04-24 05:09:47	                main:574]	:	INFO	:	Epoch 2031 | loss: 0.0311787 | val_loss: 0.0311841 | Time: 7252.01 ms
[2022-04-24 05:09:55	                main:574]	:	INFO	:	Epoch 2032 | loss: 0.0311773 | val_loss: 0.0311825 | Time: 7814.1 ms
[2022-04-24 05:10:02	                main:574]	:	INFO	:	Epoch 2033 | loss: 0.0311804 | val_loss: 0.0311828 | Time: 7265.45 ms
[2022-04-24 05:10:11	                main:574]	:	INFO	:	Epoch 2034 | loss: 0.0311799 | val_loss: 0.0311807 | Time: 8505.21 ms
[2022-04-24 05:10:18	                main:574]	:	INFO	:	Epoch 2035 | loss: 0.0311792 | val_loss: 0.0311829 | Time: 6854.17 ms
[2022-04-24 05:10:26	                main:574]	:	INFO	:	Epoch 2036 | loss: 0.0311783 | val_loss: 0.031181 | Time: 7702.04 ms
[2022-04-24 05:10:34	                main:574]	:	INFO	:	Epoch 2037 | loss: 0.031178 | val_loss: 0.0311803 | Time: 7478.45 ms
[2022-04-24 05:10:42	                main:574]	:	INFO	:	Epoch 2038 | loss: 0.0311791 | val_loss: 0.0311841 | Time: 7216.07 ms
[2022-04-24 05:10:50	                main:574]	:	INFO	:	Epoch 2039 | loss: 0.0311802 | val_loss: 0.031181 | Time: 7658.76 ms
[2022-04-24 05:10:57	                main:574]	:	INFO	:	Epoch 2040 | loss: 0.0311786 | val_loss: 0.03119 | Time: 7576.97 ms
[2022-04-24 05:11:06	                main:574]	:	INFO	:	Epoch 2041 | loss: 0.0311785 | val_loss: 0.0311845 | Time: 7493.34 ms
[2022-04-24 05:11:13	                main:574]	:	INFO	:	Epoch 2042 | loss: 0.0311795 | val_loss: 0.0311808 | Time: 7057.78 ms
[2022-04-24 05:11:21	                main:574]	:	INFO	:	Epoch 2043 | loss: 0.0311778 | val_loss: 0.0311788 | Time: 7312.99 ms
[2022-04-24 05:11:27	                main:574]	:	INFO	:	Epoch 2044 | loss: 0.0311778 | val_loss: 0.0311805 | Time: 6411.71 ms
[2022-04-24 05:11:34	                main:574]	:	INFO	:	Epoch 2045 | loss: 0.0311773 | val_loss: 0.0311836 | Time: 6775.8 ms
[2022-04-24 05:11:41	                main:574]	:	INFO	:	Epoch 2046 | loss: 0.0311826 | val_loss: 0.0311814 | Time: 6783.34 ms
[2022-04-24 05:11:49	                main:574]	:	INFO	:	Epoch 2047 | loss: 0.0311843 | val_loss: 0.0311785 | Time: 7607.33 ms
[2022-04-24 05:11:56	                main:574]	:	INFO	:	Epoch 2048 | loss: 0.0311805 | val_loss: 0.0311779 | Time: 7196.9 ms
[2022-04-24 05:11:56	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss 0.0311779
[2022-04-24 05:11:56	                main:603]	:	INFO	:	Saving end state to config to file
[2022-04-24 05:11:56	                main:608]	:	INFO	:	Success, exiting..
05:11:56 (13228): called boinc_finish(0)

</stderr_txt>
]]>


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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)