Task 12340162

Name ParityModified-1645992061-1302-0_1
Workunit 9373089
Created 1 Mar 2022, 22:23:32 UTC
Sent 2 Mar 2022, 0:00:50 UTC
Report deadline 10 Mar 2022, 0:00:50 UTC
Received 6 Mar 2022, 21:42:19 UTC
Server state Over
Outcome Computation error
Client state Compute error
Exit status 193 (0x000000C1) EXIT_SIGNAL
Computer ID 11597
Run time 58 min 34 sec
CPU time 58 min 20 sec
Validate state Invalid
Credit 0.00
Device peak FLOPS 3,095.71 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.80 (cuda10200)
x86_64-pc-linux-gnu
Peak working set size 2.31 GB
Peak swap size 10.48 GB
Peak disk usage 2.99 GB

Stderr output

<core_client_version>7.16.16</core_client_version>
<![CDATA[
<message>
process exited with code 193 (0xc1, -63)</message>
<stderr_txt>
2495.8 ms
[2022-03-06 13:23:05	                main:581]	:	INFO	:	Epoch 930 | loss: 0.0311886 | val_loss: 0.0311858 | Time: 2487.71 ms
[2022-03-06 13:23:08	                main:581]	:	INFO	:	Epoch 931 | loss: 0.0311871 | val_loss: 0.0311828 | Time: 2490.3 ms
[2022-03-06 13:23:10	                main:581]	:	INFO	:	Epoch 932 | loss: 0.0311866 | val_loss: 0.0311829 | Time: 2496.18 ms
[2022-03-06 13:23:13	                main:581]	:	INFO	:	Epoch 933 | loss: 0.0311885 | val_loss: 0.031182 | Time: 2495.21 ms
[2022-03-06 13:23:15	                main:581]	:	INFO	:	Epoch 934 | loss: 0.0311946 | val_loss: 0.0312015 | Time: 2491.38 ms
[2022-03-06 13:23:18	                main:581]	:	INFO	:	Epoch 935 | loss: 0.0311879 | val_loss: 0.0311823 | Time: 2493.94 ms
[2022-03-06 13:23:20	                main:581]	:	INFO	:	Epoch 936 | loss: 0.0311846 | val_loss: 0.0311826 | Time: 2494.26 ms
[2022-03-06 13:23:23	                main:581]	:	INFO	:	Epoch 937 | loss: 0.0311858 | val_loss: 0.0311816 | Time: 2493.2 ms
[2022-03-06 13:23:25	                main:581]	:	INFO	:	Epoch 938 | loss: 0.0311914 | val_loss: 0.0311824 | Time: 2493.03 ms
[2022-03-06 13:23:28	                main:581]	:	INFO	:	Epoch 939 | loss: 0.0311884 | val_loss: 0.0311891 | Time: 2488.94 ms
[2022-03-06 13:23:30	                main:581]	:	INFO	:	Epoch 940 | loss: 0.0311865 | val_loss: 0.0311872 | Time: 2487.41 ms
[2022-03-06 13:23:33	                main:581]	:	INFO	:	Epoch 941 | loss: 0.0311848 | val_loss: 0.0311842 | Time: 2496.44 ms
[2022-03-06 13:23:35	                main:581]	:	INFO	:	Epoch 942 | loss: 0.0311862 | val_loss: 0.0311837 | Time: 2492 ms
[2022-03-06 13:23:38	                main:581]	:	INFO	:	Epoch 943 | loss: 0.0311823 | val_loss: 0.0311805 | Time: 2490.78 ms
[2022-03-06 13:23:40	                main:581]	:	INFO	:	Epoch 944 | loss: 0.0311822 | val_loss: 0.0311791 | Time: 2493.39 ms
[2022-03-06 13:23:43	                main:581]	:	INFO	:	Epoch 945 | loss: 0.0311869 | val_loss: 0.03118 | Time: 2497.4 ms
[2022-03-06 13:23:45	                main:581]	:	INFO	:	Epoch 946 | loss: 0.0311874 | val_loss: 0.0311838 | Time: 2492.68 ms
[2022-03-06 13:23:48	                main:581]	:	INFO	:	Epoch 947 | loss: 0.0311833 | val_loss: 0.0311789 | Time: 2493.47 ms
[2022-03-06 13:23:50	                main:581]	:	INFO	:	Epoch 948 | loss: 0.0311812 | val_loss: 0.0311808 | Time: 2490.65 ms
[2022-03-06 13:23:53	                main:581]	:	INFO	:	Epoch 949 | loss: 0.0311806 | val_loss: 0.0311787 | Time: 2486.78 ms
[2022-03-06 13:23:55	                main:581]	:	INFO	:	Epoch 950 | loss: 0.0311806 | val_loss: 0.0311794 | Time: 2493.6 ms
[2022-03-06 13:23:58	                main:581]	:	INFO	:	Epoch 951 | loss: 0.0311836 | val_loss: 0.0312057 | Time: 2492.26 ms
[2022-03-06 13:24:00	                main:581]	:	INFO	:	Epoch 952 | loss: 0.0311926 | val_loss: 0.0311839 | Time: 2497.33 ms
[2022-03-06 13:24:03	                main:581]	:	INFO	:	Epoch 953 | loss: 0.0311831 | val_loss: 0.0311855 | Time: 2488.97 ms
[2022-03-06 13:24:05	                main:581]	:	INFO	:	Epoch 954 | loss: 0.0311814 | val_loss: 0.0311785 | Time: 2487.82 ms
[2022-03-06 13:24:08	                main:581]	:	INFO	:	Epoch 955 | loss: 0.0311813 | val_loss: 0.0311815 | Time: 2498.44 ms
[2022-03-06 13:24:10	                main:581]	:	INFO	:	Epoch 956 | loss: 0.031181 | val_loss: 0.0311789 | Time: 2490.96 ms
[2022-03-06 13:24:13	                main:581]	:	INFO	:	Epoch 957 | loss: 0.0311805 | val_loss: 0.0311785 | Time: 2491.82 ms
[2022-03-06 13:24:15	                main:581]	:	INFO	:	Epoch 958 | loss: 0.0311843 | val_loss: 0.0311807 | Time: 2486.82 ms
[2022-03-06 13:24:18	                main:581]	:	INFO	:	Epoch 959 | loss: 0.0311795 | val_loss: 0.0311776 | Time: 2491.26 ms
[2022-03-06 13:24:20	                main:581]	:	INFO	:	Epoch 960 | loss: 0.0311783 | val_loss: 0.0311767 | Time: 2493.1 ms
[2022-03-06 13:24:23	                main:581]	:	INFO	:	Epoch 961 | loss: 0.0311798 | val_loss: 0.0311769 | Time: 2495.3 ms
[2022-03-06 13:24:25	                main:581]	:	INFO	:	Epoch 962 | loss: 0.0311787 | val_loss: 0.0311781 | Time: 2489.2 ms
[2022-03-06 13:24:28	                main:581]	:	INFO	:	Epoch 963 | loss: 0.0311792 | val_loss: 0.031178 | Time: 2495.2 ms
[2022-03-06 13:24:30	                main:581]	:	INFO	:	Epoch 964 | loss: 0.0311775 | val_loss: 0.0311765 | Time: 2494.04 ms
[2022-03-06 13:24:33	                main:581]	:	INFO	:	Epoch 965 | loss: 0.0311815 | val_loss: 0.0311801 | Time: 2487.58 ms
[2022-03-06 13:24:35	                main:581]	:	INFO	:	Epoch 966 | loss: 0.0311791 | val_loss: 0.0311764 | Time: 2494.43 ms
[2022-03-06 13:24:38	                main:581]	:	INFO	:	Epoch 967 | loss: 0.0311773 | val_loss: 0.0311809 | Time: 2487.51 ms
[2022-03-06 13:24:40	                main:581]	:	INFO	:	Epoch 968 | loss: 0.0311783 | val_loss: 0.0311788 | Time: 2487.82 ms
[2022-03-06 13:24:42	                main:581]	:	INFO	:	Epoch 969 | loss: 0.031179 | val_loss: 0.0311766 | Time: 2489.32 ms
[2022-03-06 13:24:45	                main:581]	:	INFO	:	Epoch 970 | loss: 0.031177 | val_loss: 0.0311766 | Time: 2491.98 ms
[2022-03-06 13:24:47	                main:581]	:	INFO	:	Epoch 971 | loss: 0.0311789 | val_loss: 0.0311773 | Time: 2496.56 ms
[2022-03-06 13:24:50	                main:581]	:	INFO	:	Epoch 972 | loss: 0.031181 | val_loss: 0.0311762 | Time: 2490.16 ms
[2022-03-06 13:24:52	                main:581]	:	INFO	:	Epoch 973 | loss: 0.0311793 | val_loss: 0.0311994 | Time: 2493.98 ms
[2022-03-06 13:24:55	                main:581]	:	INFO	:	Epoch 974 | loss: 0.0311876 | val_loss: 0.0311775 | Time: 2502.07 ms
[2022-03-06 13:24:57	                main:581]	:	INFO	:	Epoch 975 | loss: 0.0311784 | val_loss: 0.0311772 | Time: 2491.5 ms
[2022-03-06 13:25:00	                main:581]	:	INFO	:	Epoch 976 | loss: 0.0311774 | val_loss: 0.0311766 | Time: 2490.96 ms
[2022-03-06 13:25:02	                main:581]	:	INFO	:	Epoch 977 | loss: 0.0311782 | val_loss: 0.0311785 | Time: 2494.93 ms
[2022-03-06 13:25:05	                main:581]	:	INFO	:	Epoch 978 | loss: 0.0311771 | val_loss: 0.0311777 | Time: 2494.07 ms
[2022-03-06 13:25:07	                main:581]	:	INFO	:	Epoch 979 | loss: 0.031178 | val_loss: 0.0311762 | Time: 2494.33 ms
[2022-03-06 13:25:10	                main:581]	:	INFO	:	Epoch 980 | loss: 0.0311772 | val_loss: 0.0311782 | Time: 2498.35 ms
[2022-03-06 13:25:12	                main:581]	:	INFO	:	Epoch 981 | loss: 0.0311787 | val_loss: 0.0311793 | Time: 2490.68 ms
[2022-03-06 13:25:15	                main:581]	:	INFO	:	Epoch 982 | loss: 0.0311768 | val_loss: 0.0311808 | Time: 2492.54 ms
[2022-03-06 13:25:17	                main:581]	:	INFO	:	Epoch 983 | loss: 0.0311811 | val_loss: 0.0311755 | Time: 2495.66 ms
[2022-03-06 13:25:20	                main:581]	:	INFO	:	Epoch 984 | loss: 0.0311754 | val_loss: 0.0311748 | Time: 2493.92 ms
[2022-03-06 13:25:22	                main:581]	:	INFO	:	Epoch 985 | loss: 0.0311792 | val_loss: 0.0311819 | Time: 2488.23 ms
[2022-03-06 13:25:25	                main:581]	:	INFO	:	Epoch 986 | loss: 0.0311798 | val_loss: 0.031174 | Time: 2489.24 ms
[2022-03-06 13:25:27	                main:581]	:	INFO	:	Epoch 987 | loss: 0.0311746 | val_loss: 0.0311742 | Time: 2503.66 ms
[2022-03-06 13:25:30	                main:581]	:	INFO	:	Epoch 988 | loss: 0.0311747 | val_loss: 0.0311744 | Time: 2490.31 ms
[2022-03-06 13:25:32	                main:581]	:	INFO	:	Epoch 989 | loss: 0.0311751 | val_loss: 0.0311747 | Time: 2489.2 ms
[2022-03-06 13:25:35	                main:581]	:	INFO	:	Epoch 990 | loss: 0.0311836 | val_loss: 0.031192 | Time: 2498.16 ms
[2022-03-06 13:25:37	                main:581]	:	INFO	:	Epoch 991 | loss: 0.0311809 | val_loss: 0.0311813 | Time: 2494.93 ms
[2022-03-06 13:25:40	                main:581]	:	INFO	:	Epoch 992 | loss: 0.0311759 | val_loss: 0.0311741 | Time: 2495.04 ms
[2022-03-06 13:25:42	                main:581]	:	INFO	:	Epoch 993 | loss: 0.0311753 | val_loss: 0.0311734 | Time: 2493.06 ms
[2022-03-06 13:25:45	                main:581]	:	INFO	:	Epoch 994 | loss: 0.031174 | val_loss: 0.0311758 | Time: 2493.32 ms
[2022-03-06 13:25:47	                main:581]	:	INFO	:	Epoch 995 | loss: 0.031175 | val_loss: 0.0311741 | Time: 2487.62 ms
[2022-03-06 13:25:50	                main:581]	:	INFO	:	Epoch 996 | loss: 0.0311734 | val_loss: 0.031174 | Time: 2489.24 ms
[2022-03-06 13:25:52	                main:581]	:	INFO	:	Epoch 997 | loss: 0.0311733 | val_loss: 0.0311732 | Time: 2492.98 ms
[2022-03-06 13:25:55	                main:581]	:	INFO	:	Epoch 998 | loss: 0.0311728 | val_loss: 0.0311741 | Time: 2493.21 ms
[2022-03-06 13:25:57	                main:581]	:	INFO	:	Epoch 999 | loss: 0.0311734 | val_loss: 0.0311736 | Time: 2492.27 ms
[2022-03-06 13:26:00	                main:581]	:	INFO	:	Epoch 1000 | loss: 0.0311759 | val_loss: 0.0311839 | Time: 2498.32 ms
[2022-03-06 13:26:02	                main:581]	:	INFO	:	Epoch 1001 | loss: 0.031176 | val_loss: 0.0311759 | Time: 2498.48 ms
[2022-03-06 13:26:05	                main:581]	:	INFO	:	Epoch 1002 | loss: 0.0311739 | val_loss: 0.0311735 | Time: 2489.65 ms
[2022-03-06 13:26:07	                main:581]	:	INFO	:	Epoch 1003 | loss: 0.031175 | val_loss: 0.0311751 | Time: 2489.26 ms
[2022-03-06 13:26:10	                main:581]	:	INFO	:	Epoch 1004 | loss: 0.0311762 | val_loss: 0.0311757 | Time: 2490.68 ms
[2022-03-06 13:26:12	                main:581]	:	INFO	:	Epoch 1005 | loss: 0.031173 | val_loss: 0.0311742 | Time: 2492.4 ms
[2022-03-06 13:26:15	                main:581]	:	INFO	:	Epoch 1006 | loss: 0.0311783 | val_loss: 0.0311794 | Time: 2494.5 ms
[2022-03-06 13:26:17	                main:581]	:	INFO	:	Epoch 1007 | loss: 0.0311795 | val_loss: 0.0311762 | Time: 2492.06 ms
[2022-03-06 13:26:20	                main:581]	:	INFO	:	Epoch 1008 | loss: 0.0311768 | val_loss: 0.0311761 | Time: 2495.54 ms
[2022-03-06 13:26:22	                main:581]	:	INFO	:	Epoch 1009 | loss: 0.031178 | val_loss: 0.0311752 | Time: 2493.46 ms
[2022-03-06 13:26:25	                main:581]	:	INFO	:	Epoch 1010 | loss: 0.0311765 | val_loss: 0.0311726 | Time: 2488.31 ms
[2022-03-06 13:26:27	                main:581]	:	INFO	:	Epoch 1011 | loss: 0.0311736 | val_loss: 0.031172 | Time: 2493.25 ms
[2022-03-06 13:26:30	                main:581]	:	INFO	:	Epoch 1012 | loss: 0.031174 | val_loss: 0.031174 | Time: 2492.46 ms
[2022-03-06 13:26:32	                main:581]	:	INFO	:	Epoch 1013 | loss: 0.0311735 | val_loss: 0.0311712 | Time: 2488.85 ms
[2022-03-06 13:26:35	                main:581]	:	INFO	:	Epoch 1014 | loss: 0.0311737 | val_loss: 0.0311759 | Time: 2497.47 ms
[2022-03-06 13:26:37	                main:581]	:	INFO	:	Epoch 1015 | loss: 0.0311789 | val_loss: 0.031173 | Time: 2497.18 ms
[2022-03-06 13:26:40	                main:581]	:	INFO	:	Epoch 1016 | loss: 0.031177 | val_loss: 0.0311797 | Time: 2493.18 ms
[2022-03-06 13:26:42	                main:581]	:	INFO	:	Epoch 1017 | loss: 0.0311736 | val_loss: 0.0311733 | Time: 2493.85 ms
[2022-03-06 13:26:45	                main:581]	:	INFO	:	Epoch 1018 | loss: 0.0311736 | val_loss: 0.0311739 | Time: 2491.76 ms
[2022-03-06 13:26:47	                main:581]	:	INFO	:	Epoch 1019 | loss: 0.0311715 | val_loss: 0.0311706 | Time: 2493.53 ms
[2022-03-06 13:26:50	                main:581]	:	INFO	:	Epoch 1020 | loss: 0.0311711 | val_loss: 0.0311725 | Time: 2489.04 ms
[2022-03-06 13:26:52	                main:581]	:	INFO	:	Epoch 1021 | loss: 0.0311735 | val_loss: 0.0311717 | Time: 2488.57 ms
[2022-03-06 13:26:55	                main:581]	:	INFO	:	Epoch 1022 | loss: 0.0311765 | val_loss: 0.0311734 | Time: 2501.17 ms
[2022-03-06 13:26:57	                main:581]	:	INFO	:	Epoch 1023 | loss: 0.0311738 | val_loss: 0.031172 | Time: 2488.66 ms
[2022-03-06 13:27:00	                main:581]	:	INFO	:	Epoch 1024 | loss: 0.0311713 | val_loss: 0.0311751 | Time: 2498.12 ms
[2022-03-06 13:27:02	                main:581]	:	INFO	:	Epoch 1025 | loss: 0.0311727 | val_loss: 0.0311707 | Time: 2497.76 ms
[2022-03-06 13:27:05	                main:581]	:	INFO	:	Epoch 1026 | loss: 0.0311721 | val_loss: 0.0311717 | Time: 2487.47 ms
[2022-03-06 13:27:07	                main:581]	:	INFO	:	Epoch 1027 | loss: 0.0311698 | val_loss: 0.0311732 | Time: 2496.76 ms
[2022-03-06 13:27:10	                main:581]	:	INFO	:	Epoch 1028 | loss: 0.0311701 | val_loss: 0.0311722 | Time: 2492.76 ms
[2022-03-06 13:27:12	                main:581]	:	INFO	:	Epoch 1029 | loss: 0.0311702 | val_loss: 0.03117 | Time: 2489.13 ms
[2022-03-06 13:27:15	                main:581]	:	INFO	:	Epoch 1030 | loss: 0.0311704 | val_loss: 0.0311717 | Time: 2490.41 ms
[2022-03-06 13:27:17	                main:581]	:	INFO	:	Epoch 1031 | loss: 0.0311702 | val_loss: 0.0311774 | Time: 2493.35 ms
[2022-03-06 13:27:20	                main:581]	:	INFO	:	Epoch 1032 | loss: 0.0311693 | val_loss: 0.0311726 | Time: 2491.38 ms
[2022-03-06 13:27:22	                main:581]	:	INFO	:	Epoch 1033 | loss: 0.031171 | val_loss: 0.0311704 | Time: 2495.87 ms
[2022-03-06 13:27:25	                main:581]	:	INFO	:	Epoch 1034 | loss: 0.0311708 | val_loss: 0.0311696 | Time: 2495.62 ms
[2022-03-06 13:27:27	                main:581]	:	INFO	:	Epoch 1035 | loss: 0.0311679 | val_loss: 0.0311711 | Time: 2490.28 ms
[2022-03-06 13:27:30	                main:581]	:	INFO	:	Epoch 1036 | loss: 0.0311692 | val_loss: 0.03117 | Time: 2501.01 ms
[2022-03-06 13:27:32	                main:581]	:	INFO	:	Epoch 1037 | loss: 0.0311701 | val_loss: 0.0311702 | Time: 2490.13 ms
[2022-03-06 13:27:35	                main:581]	:	INFO	:	Epoch 1038 | loss: 0.0311704 | val_loss: 0.0311682 | Time: 2491.51 ms
[2022-03-06 13:27:37	                main:581]	:	INFO	:	Epoch 1039 | loss: 0.0311712 | val_loss: 0.0311707 | Time: 2489.01 ms
[2022-03-06 13:27:40	                main:581]	:	INFO	:	Epoch 1040 | loss: 0.0311679 | val_loss: 0.0311691 | Time: 2493.05 ms
[2022-03-06 13:27:42	                main:581]	:	INFO	:	Epoch 1041 | loss: 0.0311667 | val_loss: 0.0311684 | Time: 2493.11 ms
[2022-03-06 13:27:45	                main:581]	:	INFO	:	Epoch 1042 | loss: 0.0311667 | val_loss: 0.0311676 | Time: 2488.85 ms
[2022-03-06 13:27:47	                main:581]	:	INFO	:	Epoch 1043 | loss: 0.0311671 | val_loss: 0.0311684 | Time: 2499.03 ms
[2022-03-06 13:27:50	                main:581]	:	INFO	:	Epoch 1044 | loss: 0.0311677 | val_loss: 0.0311683 | Time: 2494.37 ms
[2022-03-06 13:27:52	                main:581]	:	INFO	:	Epoch 1045 | loss: 0.0311683 | val_loss: 0.0311717 | Time: 2490.52 ms
[2022-03-06 13:27:54	                main:581]	:	INFO	:	Epoch 1046 | loss: 0.0311727 | val_loss: 0.0311812 | Time: 2490.41 ms
[2022-03-06 13:27:57	                main:581]	:	INFO	:	Epoch 1047 | loss: 0.0311674 | val_loss: 0.0311691 | Time: 2490.06 ms
[2022-03-06 13:27:59	                main:581]	:	INFO	:	Epoch 1048 | loss: 0.0311672 | val_loss: 0.0311712 | Time: 2489.77 ms
[2022-03-06 13:28:02	                main:581]	:	INFO	:	Epoch 1049 | loss: 0.0311688 | val_loss: 0.0311673 | Time: 2498.85 ms
[2022-03-06 13:28:04	                main:581]	:	INFO	:	Epoch 1050 | loss: 0.0311657 | val_loss: 0.0311759 | Time: 2488.44 ms
[2022-03-06 13:28:07	                main:581]	:	INFO	:	Epoch 1051 | loss: 0.0311711 | val_loss: 0.0311697 | Time: 2487.54 ms
[2022-03-06 13:28:09	                main:581]	:	INFO	:	Epoch 1052 | loss: 0.0311703 | val_loss: 0.0311794 | Time: 2489.38 ms
[2022-03-06 13:28:12	                main:581]	:	INFO	:	Epoch 1053 | loss: 0.0311687 | val_loss: 0.0311687 | Time: 2492.68 ms
[2022-03-06 13:28:14	                main:581]	:	INFO	:	Epoch 1054 | loss: 0.0311657 | val_loss: 0.0311673 | Time: 2492.14 ms
[2022-03-06 13:28:17	                main:581]	:	INFO	:	Epoch 1055 | loss: 0.031164 | val_loss: 0.0311674 | Time: 2492.68 ms
[2022-03-06 13:28:19	                main:581]	:	INFO	:	Epoch 1056 | loss: 0.0311683 | val_loss: 0.0311683 | Time: 2487.11 ms
[2022-03-06 13:28:22	                main:581]	:	INFO	:	Epoch 1057 | loss: 0.0311653 | val_loss: 0.0311699 | Time: 2492.68 ms
[2022-03-06 13:28:24	                main:581]	:	INFO	:	Epoch 1058 | loss: 0.0311669 | val_loss: 0.0311727 | Time: 2488.53 ms
[2022-03-06 13:28:27	                main:581]	:	INFO	:	Epoch 1059 | loss: 0.0311675 | val_loss: 0.0311689 | Time: 2491.16 ms
[2022-03-06 13:28:29	                main:581]	:	INFO	:	Epoch 1060 | loss: 0.031165 | val_loss: 0.0311667 | Time: 2493.85 ms
[2022-03-06 13:28:32	                main:581]	:	INFO	:	Epoch 1061 | loss: 0.0311664 | val_loss: 0.0311672 | Time: 2491.8 ms
[2022-03-06 13:28:34	                main:581]	:	INFO	:	Epoch 1062 | loss: 0.031165 | val_loss: 0.0311678 | Time: 2492.16 ms
[2022-03-06 13:28:37	                main:581]	:	INFO	:	Epoch 1063 | loss: 0.0311666 | val_loss: 0.0311716 | Time: 2493.68 ms
[2022-03-06 13:28:39	                main:581]	:	INFO	:	Epoch 1064 | loss: 0.0311661 | val_loss: 0.0311674 | Time: 2488.16 ms
[2022-03-06 13:28:42	                main:581]	:	INFO	:	Epoch 1065 | loss: 0.0311636 | val_loss: 0.0311701 | Time: 2492.1 ms
[2022-03-06 13:28:44	                main:581]	:	INFO	:	Epoch 1066 | loss: 0.0311631 | val_loss: 0.031167 | Time: 2490.71 ms
[2022-03-06 13:28:47	                main:581]	:	INFO	:	Epoch 1067 | loss: 0.0311639 | val_loss: 0.0311672 | Time: 2493.52 ms
[2022-03-06 13:28:49	                main:581]	:	INFO	:	Epoch 1068 | loss: 0.0311628 | val_loss: 0.0311665 | Time: 2491.04 ms
[2022-03-06 13:28:52	                main:581]	:	INFO	:	Epoch 1069 | loss: 0.0311639 | val_loss: 0.0311661 | Time: 2493.97 ms
[2022-03-06 13:28:54	                main:581]	:	INFO	:	Epoch 1070 | loss: 0.031163 | val_loss: 0.0311692 | Time: 2491.75 ms
[2022-03-06 13:28:57	                main:581]	:	INFO	:	Epoch 1071 | loss: 0.0311632 | val_loss: 0.0311665 | Time: 2498.15 ms
[2022-03-06 13:28:59	                main:581]	:	INFO	:	Epoch 1072 | loss: 0.0311616 | val_loss: 0.0311668 | Time: 2491.22 ms
[2022-03-06 13:29:02	                main:581]	:	INFO	:	Epoch 1073 | loss: 0.0311632 | val_loss: 0.0311671 | Time: 2499 ms
[2022-03-06 13:29:04	                main:581]	:	INFO	:	Epoch 1074 | loss: 0.0311636 | val_loss: 0.03118 | Time: 2485.97 ms
[2022-03-06 13:29:07	                main:581]	:	INFO	:	Epoch 1075 | loss: 0.0311644 | val_loss: 0.0311668 | Time: 2488.87 ms
[2022-03-06 13:29:09	                main:581]	:	INFO	:	Epoch 1076 | loss: 0.031163 | val_loss: 0.031166 | Time: 2497.58 ms
[2022-03-06 13:29:12	                main:581]	:	INFO	:	Epoch 1077 | loss: 0.0311663 | val_loss: 0.0311664 | Time: 2491.29 ms
[2022-03-06 13:29:14	                main:581]	:	INFO	:	Epoch 1078 | loss: 0.0311614 | val_loss: 0.0311677 | Time: 2486.82 ms
[2022-03-06 13:29:17	                main:581]	:	INFO	:	Epoch 1079 | loss: 0.0311602 | val_loss: 0.0311654 | Time: 2490.65 ms
[2022-03-06 13:29:19	                main:581]	:	INFO	:	Epoch 1080 | loss: 0.0311595 | val_loss: 0.0311658 | Time: 2494.45 ms
[2022-03-06 13:29:22	                main:581]	:	INFO	:	Epoch 1081 | loss: 0.0311596 | val_loss: 0.0311678 | Time: 2490.54 ms
[2022-03-06 13:29:24	                main:581]	:	INFO	:	Epoch 1082 | loss: 0.0311598 | val_loss: 0.0311688 | Time: 2495.23 ms
[2022-03-06 13:29:27	                main:581]	:	INFO	:	Epoch 1083 | loss: 0.0311634 | val_loss: 0.0311691 | Time: 2491.77 ms
[2022-03-06 13:29:29	                main:581]	:	INFO	:	Epoch 1084 | loss: 0.0311598 | val_loss: 0.0311656 | Time: 2496.06 ms
[2022-03-06 13:29:32	                main:581]	:	INFO	:	Epoch 1085 | loss: 0.0311593 | val_loss: 0.0311666 | Time: 2494.49 ms
[2022-03-06 13:29:34	                main:581]	:	INFO	:	Epoch 1086 | loss: 0.0311625 | val_loss: 0.0311696 | Time: 2491.59 ms
[2022-03-06 13:29:37	                main:581]	:	INFO	:	Epoch 1087 | loss: 0.0311604 | val_loss: 0.0311661 | Time: 2498.03 ms
[2022-03-06 13:29:39	                main:581]	:	INFO	:	Epoch 1088 | loss: 0.0311582 | val_loss: 0.0311706 | Time: 2492.07 ms
[2022-03-06 13:29:42	                main:581]	:	INFO	:	Epoch 1089 | loss: 0.0311646 | val_loss: 0.0311743 | Time: 2490.94 ms
[2022-03-06 13:29:44	                main:581]	:	INFO	:	Epoch 1090 | loss: 0.0311598 | val_loss: 0.0311668 | Time: 2494.01 ms
[2022-03-06 13:29:47	                main:581]	:	INFO	:	Epoch 1091 | loss: 0.0311579 | val_loss: 0.0311658 | Time: 2494.52 ms
[2022-03-06 13:29:49	                main:581]	:	INFO	:	Epoch 1092 | loss: 0.031161 | val_loss: 0.0311757 | Time: 2489.11 ms
[2022-03-06 13:29:52	                main:581]	:	INFO	:	Epoch 1093 | loss: 0.0311594 | val_loss: 0.0311679 | Time: 2495.62 ms
[2022-03-06 13:29:54	                main:581]	:	INFO	:	Epoch 1094 | loss: 0.0311588 | val_loss: 0.0311695 | Time: 2495.76 ms
[2022-03-06 13:29:57	                main:581]	:	INFO	:	Epoch 1095 | loss: 0.0311593 | val_loss: 0.0311672 | Time: 2491.01 ms
[2022-03-06 13:29:59	                main:581]	:	INFO	:	Epoch 1096 | loss: 0.0311583 | val_loss: 0.0311677 | Time: 2494.34 ms
[2022-03-06 13:30:02	                main:581]	:	INFO	:	Epoch 1097 | loss: 0.0311567 | val_loss: 0.0311682 | Time: 2493.99 ms
[2022-03-06 13:30:04	                main:581]	:	INFO	:	Epoch 1098 | loss: 0.0311591 | val_loss: 0.0311783 | Time: 2495.95 ms
[2022-03-06 13:30:07	                main:581]	:	INFO	:	Epoch 1099 | loss: 0.0311608 | val_loss: 0.031167 | Time: 2492.41 ms
[2022-03-06 13:30:09	                main:581]	:	INFO	:	Epoch 1100 | loss: 0.0311572 | val_loss: 0.0311668 | Time: 2489.95 ms
[2022-03-06 13:30:12	                main:581]	:	INFO	:	Epoch 1101 | loss: 0.0311559 | val_loss: 0.0311657 | Time: 2490.9 ms
[2022-03-06 13:30:14	                main:581]	:	INFO	:	Epoch 1102 | loss: 0.0311594 | val_loss: 0.0311744 | Time: 2493.56 ms
[2022-03-06 13:30:17	                main:581]	:	INFO	:	Epoch 1103 | loss: 0.0311631 | val_loss: 0.0311699 | Time: 2492.91 ms
[2022-03-06 13:30:19	                main:581]	:	INFO	:	Epoch 1104 | loss: 0.0311622 | val_loss: 0.0311672 | Time: 2495.37 ms
[2022-03-06 13:30:22	                main:581]	:	INFO	:	Epoch 1105 | loss: 0.0311586 | val_loss: 0.0311693 | Time: 2492.89 ms
[2022-03-06 13:30:24	                main:581]	:	INFO	:	Epoch 1106 | loss: 0.031157 | val_loss: 0.0311694 | Time: 2489.6 ms
[2022-03-06 13:30:27	                main:581]	:	INFO	:	Epoch 1107 | loss: 0.0311566 | val_loss: 0.0311692 | Time: 2494.51 ms
[2022-03-06 13:30:29	                main:581]	:	INFO	:	Epoch 1108 | loss: 0.0311564 | val_loss: 0.0311686 | Time: 2497.4 ms
[2022-03-06 13:30:32	                main:581]	:	INFO	:	Epoch 1109 | loss: 0.031156 | val_loss: 0.0311695 | Time: 2491.01 ms
[2022-03-06 13:30:34	                main:581]	:	INFO	:	Epoch 1110 | loss: 0.0311574 | val_loss: 0.0311677 | Time: 2491.28 ms
[2022-03-06 13:30:37	                main:581]	:	INFO	:	Epoch 1111 | loss: 0.0311552 | val_loss: 0.0311693 | Time: 2490.88 ms
[2022-03-06 13:30:39	                main:581]	:	INFO	:	Epoch 1112 | loss: 0.0311535 | val_loss: 0.0311658 | Time: 2489.08 ms
[2022-03-06 13:30:41	                main:581]	:	INFO	:	Epoch 1113 | loss: 0.0311532 | val_loss: 0.0311684 | Time: 2494.26 ms
[2022-03-06 13:30:44	                main:581]	:	INFO	:	Epoch 1114 | loss: 0.0311531 | val_loss: 0.0311673 | Time: 2495.68 ms
[2022-03-06 13:30:46	                main:581]	:	INFO	:	Epoch 1115 | loss: 0.031154 | val_loss: 0.0311667 | Time: 2492.74 ms
[2022-03-06 13:30:49	                main:581]	:	INFO	:	Epoch 1116 | loss: 0.0311586 | val_loss: 0.0311723 | Time: 2496.34 ms
[2022-03-06 13:30:51	                main:581]	:	INFO	:	Epoch 1117 | loss: 0.0311563 | val_loss: 0.0311669 | Time: 2493.95 ms
[2022-03-06 13:30:54	                main:581]	:	INFO	:	Epoch 1118 | loss: 0.0311546 | val_loss: 0.0311706 | Time: 2490.42 ms
[2022-03-06 13:30:56	                main:581]	:	INFO	:	Epoch 1119 | loss: 0.0311545 | val_loss: 0.0311683 | Time: 2496.72 ms
[2022-03-06 13:30:59	                main:581]	:	INFO	:	Epoch 1120 | loss: 0.0311564 | val_loss: 0.0311684 | Time: 2495.36 ms
[2022-03-06 13:31:01	                main:581]	:	INFO	:	Epoch 1121 | loss: 0.0311558 | val_loss: 0.0311715 | Time: 2501.81 ms
[2022-03-06 13:31:04	                main:581]	:	INFO	:	Epoch 1122 | loss: 0.0311537 | val_loss: 0.0311662 | Time: 2490.01 ms
[2022-03-06 13:31:06	                main:581]	:	INFO	:	Epoch 1123 | loss: 0.0311515 | val_loss: 0.031167 | Time: 2492.84 ms
[2022-03-06 13:31:09	                main:581]	:	INFO	:	Epoch 1124 | loss: 0.0311517 | val_loss: 0.0311676 | Time: 2496.25 ms
[2022-03-06 13:31:11	                main:581]	:	INFO	:	Epoch 1125 | loss: 0.031151 | val_loss: 0.031167 | Time: 2491.27 ms
[2022-03-06 13:31:14	                main:581]	:	INFO	:	Epoch 1126 | loss: 0.0311544 | val_loss: 0.0311687 | Time: 2493.26 ms
[2022-03-06 13:31:16	                main:581]	:	INFO	:	Epoch 1127 | loss: 0.0311554 | val_loss: 0.0311777 | Time: 2493.27 ms
[2022-03-06 13:31:19	                main:581]	:	INFO	:	Epoch 1128 | loss: 0.0311561 | val_loss: 0.0311697 | Time: 2487.79 ms
[2022-03-06 13:31:21	                main:581]	:	INFO	:	Epoch 1129 | loss: 0.031154 | val_loss: 0.0311666 | Time: 2488.31 ms
[2022-03-06 13:31:24	                main:581]	:	INFO	:	Epoch 1130 | loss: 0.0311564 | val_loss: 0.0311701 | Time: 2495.59 ms
[2022-03-06 13:31:26	                main:581]	:	INFO	:	Epoch 1131 | loss: 0.0311517 | val_loss: 0.0311669 | Time: 2490.95 ms
[2022-03-06 13:31:29	                main:581]	:	INFO	:	Epoch 1132 | loss: 0.0311511 | val_loss: 0.0311679 | Time: 2494.1 ms
[2022-03-06 13:31:31	                main:581]	:	INFO	:	Epoch 1133 | loss: 0.0311504 | val_loss: 0.0311673 | Time: 2488.56 ms
[2022-03-06 13:31:34	                main:581]	:	INFO	:	Epoch 1134 | loss: 0.0311532 | val_loss: 0.0311661 | Time: 2491.54 ms
[2022-03-06 13:31:36	                main:581]	:	INFO	:	Epoch 1135 | loss: 0.0311507 | val_loss: 0.0311683 | Time: 2490.72 ms
[2022-03-06 13:31:39	                main:581]	:	INFO	:	Epoch 1136 | loss: 0.0311501 | val_loss: 0.031167 | Time: 2492.41 ms
[2022-03-06 13:31:41	                main:581]	:	INFO	:	Epoch 1137 | loss: 0.0311522 | val_loss: 0.0311697 | Time: 2487.85 ms
[2022-03-06 13:31:44	                main:581]	:	INFO	:	Epoch 1138 | loss: 0.0311527 | val_loss: 0.0311695 | Time: 2494.03 ms
[2022-03-06 13:31:46	                main:581]	:	INFO	:	Epoch 1139 | loss: 0.0311493 | val_loss: 0.0311665 | Time: 2489.58 ms
[2022-03-06 13:31:49	                main:581]	:	INFO	:	Epoch 1140 | loss: 0.0311498 | val_loss: 0.0311683 | Time: 2491.09 ms
[2022-03-06 13:31:51	                main:581]	:	INFO	:	Epoch 1141 | loss: 0.0311518 | val_loss: 0.0311677 | Time: 2491.94 ms
[2022-03-06 13:31:54	                main:581]	:	INFO	:	Epoch 1142 | loss: 0.03115 | val_loss: 0.0311678 | Time: 2493.5 ms
[2022-03-06 13:31:56	                main:581]	:	INFO	:	Epoch 1143 | loss: 0.0311496 | val_loss: 0.0311708 | Time: 2496.33 ms
[2022-03-06 13:31:59	                main:581]	:	INFO	:	Epoch 1144 | loss: 0.0311499 | val_loss: 0.0311699 | Time: 2485.05 ms
[2022-03-06 13:32:01	                main:581]	:	INFO	:	Epoch 1145 | loss: 0.0311523 | val_loss: 0.0311711 | Time: 2491.32 ms
[2022-03-06 13:32:04	                main:581]	:	INFO	:	Epoch 1146 | loss: 0.0311497 | val_loss: 0.031171 | Time: 2492.96 ms
[2022-03-06 13:32:06	                main:581]	:	INFO	:	Epoch 1147 | loss: 0.0311488 | val_loss: 0.0311736 | Time: 2494.86 ms
[2022-03-06 13:32:09	                main:581]	:	INFO	:	Epoch 1148 | loss: 0.031151 | val_loss: 0.03117 | Time: 2490.82 ms
[2022-03-06 13:32:11	                main:581]	:	INFO	:	Epoch 1149 | loss: 0.0311516 | val_loss: 0.0311723 | Time: 2490.3 ms
[2022-03-06 13:32:14	                main:581]	:	INFO	:	Epoch 1150 | loss: 0.0311477 | val_loss: 0.0311679 | Time: 2496.42 ms
[2022-03-06 13:32:16	                main:581]	:	INFO	:	Epoch 1151 | loss: 0.0311475 | val_loss: 0.0311676 | Time: 2489.02 ms
[2022-03-06 13:32:19	                main:581]	:	INFO	:	Epoch 1152 | loss: 0.0311466 | val_loss: 0.0311697 | Time: 2491.5 ms
[2022-03-06 13:32:21	                main:581]	:	INFO	:	Epoch 1153 | loss: 0.031147 | val_loss: 0.0311721 | Time: 2493.58 ms
[2022-03-06 13:32:24	                main:581]	:	INFO	:	Epoch 1154 | loss: 0.0311516 | val_loss: 0.0311692 | Time: 2489.34 ms
[2022-03-06 13:32:26	                main:581]	:	INFO	:	Epoch 1155 | loss: 0.0311475 | val_loss: 0.031167 | Time: 2490.4 ms
[2022-03-06 13:32:29	                main:581]	:	INFO	:	Epoch 1156 | loss: 0.0311466 | val_loss: 0.0311681 | Time: 2493.72 ms
[2022-03-06 13:32:31	                main:581]	:	INFO	:	Epoch 1157 | loss: 0.0311484 | val_loss: 0.0311686 | Time: 2490.4 ms
[2022-03-06 13:32:34	                main:581]	:	INFO	:	Epoch 1158 | loss: 0.0311493 | val_loss: 0.0311722 | Time: 2491.59 ms
[2022-03-06 13:32:36	                main:581]	:	INFO	:	Epoch 1159 | loss: 0.0311499 | val_loss: 0.0311677 | Time: 2495.55 ms
[2022-03-06 13:32:39	                main:581]	:	INFO	:	Epoch 1160 | loss: 0.0311464 | val_loss: 0.0311718 | Time: 2489.12 ms
[2022-03-06 13:32:41	                main:581]	:	INFO	:	Epoch 1161 | loss: 0.0311459 | val_loss: 0.0311734 | Time: 2487.21 ms
[2022-03-06 13:32:44	                main:581]	:	INFO	:	Epoch 1162 | loss: 0.0311456 | val_loss: 0.0311666 | Time: 2493.56 ms
[2022-03-06 13:32:46	                main:581]	:	INFO	:	Epoch 1163 | loss: 0.0311482 | val_loss: 0.0311712 | Time: 2493.69 ms
[2022-03-06 13:32:49	                main:581]	:	INFO	:	Epoch 1164 | loss: 0.0311494 | val_loss: 0.0311706 | Time: 2486.25 ms
[2022-03-06 13:32:51	                main:581]	:	INFO	:	Epoch 1165 | loss: 0.0311469 | val_loss: 0.0311665 | Time: 2489.41 ms
[2022-03-06 13:32:54	                main:581]	:	INFO	:	Epoch 1166 | loss: 0.0311481 | val_loss: 0.0311685 | Time: 2492.56 ms
[2022-03-06 13:32:56	                main:581]	:	INFO	:	Epoch 1167 | loss: 0.0311479 | val_loss: 0.0311686 | Time: 2491.29 ms
[2022-03-06 13:32:59	                main:581]	:	INFO	:	Epoch 1168 | loss: 0.031147 | val_loss: 0.0311696 | Time: 2498.6 ms
[2022-03-06 13:33:01	                main:581]	:	INFO	:	Epoch 1169 | loss: 0.0311478 | val_loss: 0.0311722 | Time: 2496.02 ms
[2022-03-06 13:33:04	                main:581]	:	INFO	:	Epoch 1170 | loss: 0.0311486 | val_loss: 0.0311785 | Time: 2490.69 ms
[2022-03-06 13:33:06	                main:581]	:	INFO	:	Epoch 1171 | loss: 0.0311483 | val_loss: 0.0311728 | Time: 2492.02 ms
[2022-03-06 13:33:09	                main:581]	:	INFO	:	Epoch 1172 | loss: 0.0311494 | val_loss: 0.0311685 | Time: 2486.01 ms
[2022-03-06 13:33:11	                main:581]	:	INFO	:	Epoch 1173 | loss: 0.0311476 | val_loss: 0.0311808 | Time: 2494.99 ms
[2022-03-06 13:33:14	                main:581]	:	INFO	:	Epoch 1174 | loss: 0.0311582 | val_loss: 0.0311711 | Time: 2493.23 ms
[2022-03-06 13:33:16	                main:581]	:	INFO	:	Epoch 1175 | loss: 0.0311486 | val_loss: 0.0311663 | Time: 2489.4 ms
[2022-03-06 13:33:19	                main:581]	:	INFO	:	Epoch 1176 | loss: 0.0311452 | val_loss: 0.0311709 | Time: 2494.95 ms
[2022-03-06 13:33:21	                main:581]	:	INFO	:	Epoch 1177 | loss: 0.0311462 | val_loss: 0.0311696 | Time: 2495.79 ms
[2022-03-06 13:33:24	                main:581]	:	INFO	:	Epoch 1178 | loss: 0.031151 | val_loss: 0.031176 | Time: 2490.31 ms
[2022-03-06 13:33:26	                main:581]	:	INFO	:	Epoch 1179 | loss: 0.0311463 | val_loss: 0.0311679 | Time: 2492.05 ms
[2022-03-06 13:33:29	                main:581]	:	INFO	:	Epoch 1180 | loss: 0.0311439 | val_loss: 0.0311693 | Time: 2493.9 ms
[2022-03-06 13:33:31	                main:581]	:	INFO	:	Epoch 1181 | loss: 0.0311483 | val_loss: 0.0311734 | Time: 2492.82 ms
[2022-03-06 13:33:33	                main:581]	:	INFO	:	Epoch 1182 | loss: 0.0311448 | val_loss: 0.0311703 | Time: 2489.24 ms
[2022-03-06 13:33:36	                main:581]	:	INFO	:	Epoch 1183 | loss: 0.0311471 | val_loss: 0.0311834 | Time: 2489.86 ms
[2022-03-06 13:33:38	                main:581]	:	INFO	:	Epoch 1184 | loss: 0.0311538 | val_loss: 0.0311726 | Time: 2497.34 ms
[2022-03-06 13:33:41	                main:581]	:	INFO	:	Epoch 1185 | loss: 0.0311441 | val_loss: 0.031176 | Time: 2490.93 ms
[2022-03-06 13:33:43	                main:581]	:	INFO	:	Epoch 1186 | loss: 0.031147 | val_loss: 0.0311728 | Time: 2490.99 ms
[2022-03-06 13:33:46	                main:581]	:	INFO	:	Epoch 1187 | loss: 0.0311451 | val_loss: 0.0311674 | Time: 2493.08 ms
[2022-03-06 13:33:48	                main:581]	:	INFO	:	Epoch 1188 | loss: 0.0311435 | val_loss: 0.0311674 | Time: 2487.4 ms
[2022-03-06 13:33:51	                main:581]	:	INFO	:	Epoch 1189 | loss: 0.0311426 | val_loss: 0.0311697 | Time: 2488.19 ms
[2022-03-06 13:33:53	                main:581]	:	INFO	:	Epoch 1190 | loss: 0.0311439 | val_loss: 0.0311714 | Time: 2490.95 ms
[2022-03-06 13:33:56	                main:581]	:	INFO	:	Epoch 1191 | loss: 0.0311438 | val_loss: 0.0311698 | Time: 2494.05 ms
[2022-03-06 13:33:58	                main:581]	:	INFO	:	Epoch 1192 | loss: 0.031143 | val_loss: 0.03117 | Time: 2489.3 ms
[2022-03-06 13:34:01	                main:581]	:	INFO	:	Epoch 1193 | loss: 0.0311409 | val_loss: 0.0311719 | Time: 2494.14 ms
[2022-03-06 13:34:03	                main:581]	:	INFO	:	Epoch 1194 | loss: 0.0311412 | val_loss: 0.0311687 | Time: 2486.64 ms
[2022-03-06 13:34:06	                main:581]	:	INFO	:	Epoch 1195 | loss: 0.0311432 | val_loss: 0.0311707 | Time: 2497.76 ms
[2022-03-06 13:34:08	                main:581]	:	INFO	:	Epoch 1196 | loss: 0.031143 | val_loss: 0.0311722 | Time: 2491.11 ms
[2022-03-06 13:34:11	                main:581]	:	INFO	:	Epoch 1197 | loss: 0.0311424 | val_loss: 0.0311701 | Time: 2491.15 ms
[2022-03-06 13:34:13	                main:581]	:	INFO	:	Epoch 1198 | loss: 0.0311437 | val_loss: 0.0311674 | Time: 2493.3 ms
[2022-03-06 13:34:16	                main:581]	:	INFO	:	Epoch 1199 | loss: 0.0311393 | val_loss: 0.0311702 | Time: 2491.52 ms
[2022-03-06 13:34:18	                main:581]	:	INFO	:	Epoch 1200 | loss: 0.0311443 | val_loss: 0.0311703 | Time: 2493.27 ms
[2022-03-06 13:34:21	                main:581]	:	INFO	:	Epoch 1201 | loss: 0.0311433 | val_loss: 0.0311714 | Time: 2491.48 ms
[2022-03-06 13:34:23	                main:581]	:	INFO	:	Epoch 1202 | loss: 0.031143 | val_loss: 0.0311715 | Time: 2489.62 ms
[2022-03-06 13:34:26	                main:581]	:	INFO	:	Epoch 1203 | loss: 0.0311492 | val_loss: 0.0311809 | Time: 2491.28 ms
[2022-03-06 13:34:28	                main:581]	:	INFO	:	Epoch 1204 | loss: 0.0311447 | val_loss: 0.0311697 | Time: 2496.33 ms
[2022-03-06 13:34:31	                main:581]	:	INFO	:	Epoch 1205 | loss: 0.0311454 | val_loss: 0.0311683 | Time: 2490.38 ms
[2022-03-06 13:34:33	                main:581]	:	INFO	:	Epoch 1206 | loss: 0.0311438 | val_loss: 0.031182 | Time: 2490.28 ms
[2022-03-06 13:34:36	                main:581]	:	INFO	:	Epoch 1207 | loss: 0.0311444 | val_loss: 0.0311748 | Time: 2495.49 ms
[2022-03-06 13:34:38	                main:581]	:	INFO	:	Epoch 1208 | loss: 0.0311427 | val_loss: 0.0311728 | Time: 2495.1 ms
[2022-03-06 13:34:41	                main:581]	:	INFO	:	Epoch 1209 | loss: 0.0311419 | val_loss: 0.0311714 | Time: 2486.94 ms
[2022-03-06 13:34:43	                main:581]	:	INFO	:	Epoch 1210 | loss: 0.0311433 | val_loss: 0.0311722 | Time: 2487.64 ms
[2022-03-06 13:34:46	                main:581]	:	INFO	:	Epoch 1211 | loss: 0.0311525 | val_loss: 0.0311698 | Time: 2492.31 ms
[2022-03-06 13:34:48	                main:581]	:	INFO	:	Epoch 1212 | loss: 0.0311459 | val_loss: 0.0311726 | Time: 2497.87 ms
[2022-03-06 13:34:51	                main:581]	:	INFO	:	Epoch 1213 | loss: 0.0311409 | val_loss: 0.0311724 | Time: 2489.65 ms
[2022-03-06 13:34:53	                main:581]	:	INFO	:	Epoch 1214 | loss: 0.0311407 | val_loss: 0.0311717 | Time: 2493.61 ms
[2022-03-06 13:34:56	                main:581]	:	INFO	:	Epoch 1215 | loss: 0.0311438 | val_loss: 0.0311742 | Time: 2497.3 ms
[2022-03-06 13:34:58	                main:581]	:	INFO	:	Epoch 1216 | loss: 0.0311439 | val_loss: 0.0311722 | Time: 2491.44 ms
[2022-03-06 13:35:01	                main:581]	:	INFO	:	Epoch 1217 | loss: 0.0311413 | val_loss: 0.0311705 | Time: 2488.93 ms
[2022-03-06 13:35:03	                main:581]	:	INFO	:	Epoch 1218 | loss: 0.0311407 | val_loss: 0.031171 | Time: 2497.32 ms
[2022-03-06 13:35:06	                main:581]	:	INFO	:	Epoch 1219 | loss: 0.0311399 | val_loss: 0.0311735 | Time: 2489.59 ms
[2022-03-06 13:35:08	                main:581]	:	INFO	:	Epoch 1220 | loss: 0.0311404 | val_loss: 0.0311736 | Time: 2490.7 ms
[2022-03-06 13:35:11	                main:581]	:	INFO	:	Epoch 1221 | loss: 0.0311397 | val_loss: 0.0311684 | Time: 2495.14 ms
[2022-03-06 13:35:13	                main:581]	:	INFO	:	Epoch 1222 | loss: 0.0311459 | val_loss: 0.0311815 | Time: 2497.53 ms
[2022-03-06 13:35:16	                main:581]	:	INFO	:	Epoch 1223 | loss: 0.0311423 | val_loss: 0.0311695 | Time: 2494.35 ms
[2022-03-06 13:35:18	                main:581]	:	INFO	:	Epoch 1224 | loss: 0.0311412 | val_loss: 0.0311714 | Time: 2493.36 ms
[2022-03-06 13:35:21	                main:581]	:	INFO	:	Epoch 1225 | loss: 0.0311405 | val_loss: 0.0311735 | Time: 2493.01 ms
[2022-03-06 13:35:23	                main:581]	:	INFO	:	Epoch 1226 | loss: 0.0311404 | val_loss: 0.031173 | Time: 2488.37 ms
[2022-03-06 13:35:26	                main:581]	:	INFO	:	Epoch 1227 | loss: 0.0311395 | val_loss: 0.0311716 | Time: 2495.31 ms
[2022-03-06 13:35:28	                main:581]	:	INFO	:	Epoch 1228 | loss: 0.0311388 | val_loss: 0.0311726 | Time: 2492.74 ms
[2022-03-06 13:35:31	                main:581]	:	INFO	:	Epoch 1229 | loss: 0.0311414 | val_loss: 0.0311685 | Time: 2494.16 ms
[2022-03-06 13:35:33	                main:581]	:	INFO	:	Epoch 1230 | loss: 0.0311376 | val_loss: 0.0311763 | Time: 2495.23 ms
[2022-03-06 13:35:36	                main:581]	:	INFO	:	Epoch 1231 | loss: 0.0311407 | val_loss: 0.0311725 | Time: 2491.33 ms
[2022-03-06 13:35:38	                main:581]	:	INFO	:	Epoch 1232 | loss: 0.0311482 | val_loss: 0.0311696 | Time: 2496.08 ms
[2022-03-06 13:35:41	                main:581]	:	INFO	:	Epoch 1233 | loss: 0.0311427 | val_loss: 0.0311717 | Time: 2494.8 ms
[2022-03-06 13:35:43	                main:581]	:	INFO	:	Epoch 1234 | loss: 0.0311414 | val_loss: 0.0311704 | Time: 2494.37 ms
[2022-03-06 13:35:46	                main:581]	:	INFO	:	Epoch 1235 | loss: 0.0311419 | val_loss: 0.0311675 | Time: 2487.99 ms
[2022-03-06 13:35:48	                main:581]	:	INFO	:	Epoch 1236 | loss: 0.0311424 | val_loss: 0.0311776 | Time: 2495.04 ms
[2022-03-06 13:35:51	                main:581]	:	INFO	:	Epoch 1237 | loss: 0.0311468 | val_loss: 0.031168 | Time: 2491.7 ms
[2022-03-06 13:35:53	                main:581]	:	INFO	:	Epoch 1238 | loss: 0.0311432 | val_loss: 0.0311718 | Time: 2483.05 ms
[2022-03-06 13:35:56	                main:581]	:	INFO	:	Epoch 1239 | loss: 0.0311381 | val_loss: 0.0311676 | Time: 2495.17 ms
[2022-03-06 13:35:58	                main:581]	:	INFO	:	Epoch 1240 | loss: 0.0311384 | val_loss: 0.0311729 | Time: 2494 ms
[2022-03-06 13:36:01	                main:581]	:	INFO	:	Epoch 1241 | loss: 0.0311387 | val_loss: 0.0311656 | Time: 2493.22 ms
[2022-03-06 13:36:03	                main:581]	:	INFO	:	Epoch 1242 | loss: 0.0311398 | val_loss: 0.0311733 | Time: 2493.13 ms
[2022-03-06 13:36:06	                main:581]	:	INFO	:	Epoch 1243 | loss: 0.031143 | val_loss: 0.0311708 | Time: 2491.91 ms
[2022-03-06 13:36:08	                main:581]	:	INFO	:	Epoch 1244 | loss: 0.0311388 | val_loss: 0.0311689 | Time: 2483.64 ms
[2022-03-06 13:36:11	                main:581]	:	INFO	:	Epoch 1245 | loss: 0.0311387 | val_loss: 0.0311696 | Time: 2495.58 ms
[2022-03-06 13:36:13	                main:581]	:	INFO	:	Epoch 1246 | loss: 0.031138 | val_loss: 0.0311709 | Time: 2491.48 ms
[2022-03-06 13:36:15	                main:581]	:	INFO	:	Epoch 1247 | loss: 0.0311402 | val_loss: 0.031177 | Time: 2486.61 ms
[2022-03-06 13:36:18	                main:581]	:	INFO	:	Epoch 1248 | loss: 0.0311451 | val_loss: 0.0311665 | Time: 2491.75 ms
[2022-03-06 13:36:20	                main:581]	:	INFO	:	Epoch 1249 | loss: 0.0311428 | val_loss: 0.0311732 | Time: 2493.69 ms
[2022-03-06 13:36:23	                main:581]	:	INFO	:	Epoch 1250 | loss: 0.0311423 | val_loss: 0.0311702 | Time: 2487.71 ms
[2022-03-06 13:36:25	                main:581]	:	INFO	:	Epoch 1251 | loss: 0.0311415 | val_loss: 0.0311703 | Time: 2493.75 ms
[2022-03-06 13:36:28	                main:581]	:	INFO	:	Epoch 1252 | loss: 0.0311412 | val_loss: 0.0311715 | Time: 2490.69 ms
[2022-03-06 13:36:30	                main:581]	:	INFO	:	Epoch 1253 | loss: 0.0311383 | val_loss: 0.0311702 | Time: 2490.44 ms
[2022-03-06 13:36:33	                main:581]	:	INFO	:	Epoch 1254 | loss: 0.0311383 | val_loss: 0.0311746 | Time: 2493.93 ms
[2022-03-06 13:36:35	                main:581]	:	INFO	:	Epoch 1255 | loss: 0.03114 | val_loss: 0.0311707 | Time: 2495.97 ms
[2022-03-06 13:36:38	                main:581]	:	INFO	:	Epoch 1256 | loss: 0.0311418 | val_loss: 0.0311693 | Time: 2490.1 ms
[2022-03-06 13:36:40	                main:581]	:	INFO	:	Epoch 1257 | loss: 0.031141 | val_loss: 0.0311719 | Time: 2489.76 ms
[2022-03-06 13:36:43	                main:581]	:	INFO	:	Epoch 1258 | loss: 0.0311386 | val_loss: 0.0311746 | Time: 2492.53 ms
[2022-03-06 13:36:45	                main:581]	:	INFO	:	Epoch 1259 | loss: 0.0311389 | val_loss: 0.0311723 | Time: 2496.72 ms
[2022-03-06 13:36:48	                main:581]	:	INFO	:	Epoch 1260 | loss: 0.0311358 | val_loss: 0.0311733 | Time: 2490.71 ms
[2022-03-06 13:36:50	                main:581]	:	INFO	:	Epoch 1261 | loss: 0.0311355 | val_loss: 0.0311733 | Time: 2493.94 ms
[2022-03-06 13:36:53	                main:581]	:	INFO	:	Epoch 1262 | loss: 0.0311391 | val_loss: 0.0311748 | Time: 2496.99 ms
[2022-03-06 13:36:55	                main:581]	:	INFO	:	Epoch 1263 | loss: 0.0311389 | val_loss: 0.0311714 | Time: 2487.21 ms
[2022-03-06 13:36:58	                main:581]	:	INFO	:	Epoch 1264 | loss: 0.0311387 | val_loss: 0.0311702 | Time: 2490.6 ms
[2022-03-06 13:37:00	                main:581]	:	INFO	:	Epoch 1265 | loss: 0.0311405 | val_loss: 0.0311717 | Time: 2496.67 ms
[2022-03-06 13:37:03	                main:581]	:	INFO	:	Epoch 1266 | loss: 0.0311418 | val_loss: 0.031169 | Time: 2495.18 ms
[2022-03-06 13:37:05	                main:581]	:	INFO	:	Epoch 1267 | loss: 0.0311375 | val_loss: 0.0311691 | Time: 2492.55 ms
[2022-03-06 13:37:08	                main:581]	:	INFO	:	Epoch 1268 | loss: 0.0311377 | val_loss: 0.0311743 | Time: 2491.33 ms
[2022-03-06 13:37:10	                main:581]	:	INFO	:	Epoch 1269 | loss: 0.0311354 | val_loss: 0.0311689 | Time: 2490.03 ms
[2022-03-06 13:37:13	                main:581]	:	INFO	:	Epoch 1270 | loss: 0.0311357 | val_loss: 0.0311724 | Time: 2492.36 ms
[2022-03-06 13:37:15	                main:581]	:	INFO	:	Epoch 1271 | loss: 0.0311363 | val_loss: 0.0311743 | Time: 2491.61 ms
[2022-03-06 13:37:18	                main:581]	:	INFO	:	Epoch 1272 | loss: 0.0311373 | val_loss: 0.0311674 | Time: 2488.86 ms
[2022-03-06 13:37:20	                main:581]	:	INFO	:	Epoch 1273 | loss: 0.0311399 | val_loss: 0.0311823 | Time: 2492.23 ms
[2022-03-06 13:37:23	                main:581]	:	INFO	:	Epoch 1274 | loss: 0.0311391 | val_loss: 0.0311692 | Time: 2497.84 ms
[2022-03-06 13:37:25	                main:581]	:	INFO	:	Epoch 1275 | loss: 0.0311398 | val_loss: 0.0311834 | Time: 2489.59 ms
[2022-03-06 13:37:28	                main:581]	:	INFO	:	Epoch 1276 | loss: 0.031139 | val_loss: 0.0311705 | Time: 2493.48 ms
[2022-03-06 13:37:30	                main:581]	:	INFO	:	Epoch 1277 | loss: nan | val_loss: nan | Time: 2492.4 ms
[2022-03-06 13:37:33	                main:581]	:	INFO	:	Epoch 1278 | loss: nan | val_loss: nan | Time: 2491.48 ms
[2022-03-06 13:37:35	                main:581]	:	INFO	:	Epoch 1279 | loss: nan | val_loss: nan | Time: 2488.77 ms
[2022-03-06 13:37:38	                main:581]	:	INFO	:	Epoch 1280 | loss: nan | val_loss: nan | Time: 2496.13 ms
[2022-03-06 13:37:40	                main:581]	:	INFO	:	Epoch 1281 | loss: nan | val_loss: nan | Time: 2494.66 ms
[2022-03-06 13:37:43	                main:581]	:	INFO	:	Epoch 1282 | loss: nan | val_loss: nan | Time: 2492.57 ms
[2022-03-06 13:37:45	                main:581]	:	INFO	:	Epoch 1283 | loss: nan | val_loss: nan | Time: 2492.48 ms
[2022-03-06 13:37:48	                main:581]	:	INFO	:	Epoch 1284 | loss: nan | val_loss: nan | Time: 2491.87 ms
[2022-03-06 13:37:50	                main:581]	:	INFO	:	Epoch 1285 | loss: nan | val_loss: nan | Time: 2490.59 ms
[2022-03-06 13:37:53	                main:581]	:	INFO	:	Epoch 1286 | loss: nan | val_loss: nan | Time: 2494.85 ms
[2022-03-06 13:37:55	                main:581]	:	INFO	:	Epoch 1287 | loss: nan | val_loss: nan | Time: 2493.94 ms
[2022-03-06 13:37:58	                main:581]	:	INFO	:	Epoch 1288 | loss: nan | val_loss: nan | Time: 2489.62 ms
[2022-03-06 13:38:00	                main:581]	:	INFO	:	Epoch 1289 | loss: nan | val_loss: nan | Time: 2498.78 ms
[2022-03-06 13:38:03	                main:581]	:	INFO	:	Epoch 1290 | loss: nan | val_loss: nan | Time: 2491.46 ms
[2022-03-06 13:38:05	                main:581]	:	INFO	:	Epoch 1291 | loss: nan | val_loss: nan | Time: 2489.74 ms
[2022-03-06 13:38:08	                main:581]	:	INFO	:	Epoch 1292 | loss: nan | val_loss: nan | Time: 2493.51 ms
[2022-03-06 13:38:10	                main:581]	:	INFO	:	Epoch 1293 | loss: nan | val_loss: nan | Time: 2494.52 ms
[2022-03-06 13:38:13	                main:581]	:	INFO	:	Epoch 1294 | loss: nan | val_loss: nan | Time: 2488.86 ms
[2022-03-06 13:38:15	                main:581]	:	INFO	:	Epoch 1295 | loss: nan | val_loss: nan | Time: 2490.69 ms
[2022-03-06 13:38:18	                main:581]	:	INFO	:	Epoch 1296 | loss: nan | val_loss: nan | Time: 2495.85 ms
[2022-03-06 13:38:20	                main:581]	:	INFO	:	Epoch 1297 | loss: nan | val_loss: nan | Time: 2496.64 ms
[2022-03-06 13:38:23	                main:581]	:	INFO	:	Epoch 1298 | loss: nan | val_loss: nan | Time: 2491.75 ms
[2022-03-06 13:38:25	                main:581]	:	INFO	:	Epoch 1299 | loss: nan | val_loss: nan | Time: 2487.89 ms
[2022-03-06 13:38:28	                main:581]	:	INFO	:	Epoch 1300 | loss: nan | val_loss: nan | Time: 2488.78 ms
[2022-03-06 13:38:30	                main:581]	:	INFO	:	Epoch 1301 | loss: nan | val_loss: nan | Time: 2489.05 ms
[2022-03-06 13:38:33	                main:581]	:	INFO	:	Epoch 1302 | loss: nan | val_loss: nan | Time: 2487.48 ms
[2022-03-06 13:38:35	                main:581]	:	INFO	:	Epoch 1303 | loss: nan | val_loss: nan | Time: 2498.27 ms
[2022-03-06 13:38:38	                main:581]	:	INFO	:	Epoch 1304 | loss: nan | val_loss: nan | Time: 2491.74 ms
[2022-03-06 13:38:40	                main:581]	:	INFO	:	Epoch 1305 | loss: nan | val_loss: nan | Time: 2489.76 ms
[2022-03-06 13:38:43	                main:581]	:	INFO	:	Epoch 1306 | loss: nan | val_loss: nan | Time: 2489.9 ms
[2022-03-06 13:38:45	                main:581]	:	INFO	:	Epoch 1307 | loss: nan | val_loss: nan | Time: 2497.27 ms
[2022-03-06 13:38:48	                main:581]	:	INFO	:	Epoch 1308 | loss: nan | val_loss: nan | Time: 2493.87 ms
[2022-03-06 13:38:50	                main:581]	:	INFO	:	Epoch 1309 | loss: nan | val_loss: nan | Time: 2488.88 ms
[2022-03-06 13:38:53	                main:581]	:	INFO	:	Epoch 1310 | loss: nan | val_loss: nan | Time: 2495.98 ms
[2022-03-06 13:38:55	                main:581]	:	INFO	:	Epoch 1311 | loss: nan | val_loss: nan | Time: 2496.58 ms
[2022-03-06 13:38:58	                main:581]	:	INFO	:	Epoch 1312 | loss: nan | val_loss: nan | Time: 2490 ms
[2022-03-06 13:39:00	                main:581]	:	INFO	:	Epoch 1313 | loss: nan | val_loss: nan | Time: 2501.33 ms
[2022-03-06 13:39:03	                main:581]	:	INFO	:	Epoch 1314 | loss: nan | val_loss: nan | Time: 2495.56 ms
[2022-03-06 13:39:05	                main:581]	:	INFO	:	Epoch 1315 | loss: nan | val_loss: nan | Time: 2485.94 ms
[2022-03-06 13:39:08	                main:581]	:	INFO	:	Epoch 1316 | loss: nan | val_loss: nan | Time: 2496.66 ms
[2022-03-06 13:39:10	                main:581]	:	INFO	:	Epoch 1317 | loss: nan | val_loss: nan | Time: 2489.89 ms
[2022-03-06 13:39:12	                main:581]	:	INFO	:	Epoch 1318 | loss: nan | val_loss: nan | Time: 2490.96 ms
[2022-03-06 13:39:15	                main:581]	:	INFO	:	Epoch 1319 | loss: nan | val_loss: nan | Time: 2495.77 ms
[2022-03-06 13:39:17	                main:581]	:	INFO	:	Epoch 1320 | loss: nan | val_loss: nan | Time: 2491.66 ms
[2022-03-06 13:39:20	                main:581]	:	INFO	:	Epoch 1321 | loss: nan | val_loss: nan | Time: 2494.68 ms
[2022-03-06 13:39:22	                main:581]	:	INFO	:	Epoch 1322 | loss: nan | val_loss: nan | Time: 2495.11 ms
[2022-03-06 13:39:25	                main:581]	:	INFO	:	Epoch 1323 | loss: nan | val_loss: nan | Time: 2492.43 ms
[2022-03-06 13:39:27	                main:581]	:	INFO	:	Epoch 1324 | loss: nan | val_loss: nan | Time: 2492.61 ms
[2022-03-06 13:39:30	                main:581]	:	INFO	:	Epoch 1325 | loss: nan | val_loss: nan | Time: 2494.8 ms
[2022-03-06 13:39:32	                main:581]	:	INFO	:	Epoch 1326 | loss: nan | val_loss: nan | Time: 2491.9 ms
[2022-03-06 13:39:35	                main:581]	:	INFO	:	Epoch 1327 | loss: nan | val_loss: nan | Time: 2486.57 ms
[2022-03-06 13:39:37	                main:581]	:	INFO	:	Epoch 1328 | loss: nan | val_loss: nan | Time: 2492.16 ms
[2022-03-06 13:39:40	                main:581]	:	INFO	:	Epoch 1329 | loss: nan | val_loss: nan | Time: 2491.48 ms
[2022-03-06 13:39:42	                main:581]	:	INFO	:	Epoch 1330 | loss: nan | val_loss: nan | Time: 2481.98 ms
[2022-03-06 13:39:45	                main:581]	:	INFO	:	Epoch 1331 | loss: nan | val_loss: nan | Time: 2492.52 ms
[2022-03-06 13:39:47	                main:581]	:	INFO	:	Epoch 1332 | loss: nan | val_loss: nan | Time: 2490.92 ms
[2022-03-06 13:39:50	                main:581]	:	INFO	:	Epoch 1333 | loss: nan | val_loss: nan | Time: 2489.25 ms
[2022-03-06 13:39:52	                main:581]	:	INFO	:	Epoch 1334 | loss: nan | val_loss: nan | Time: 2493.02 ms
[2022-03-06 13:39:55	                main:581]	:	INFO	:	Epoch 1335 | loss: nan | val_loss: nan | Time: 2496.14 ms
[2022-03-06 13:39:57	                main:581]	:	INFO	:	Epoch 1336 | loss: nan | val_loss: nan | Time: 2492.21 ms
[2022-03-06 13:40:00	                main:581]	:	INFO	:	Epoch 1337 | loss: nan | val_loss: nan | Time: 2495.06 ms
[2022-03-06 13:40:02	                main:581]	:	INFO	:	Epoch 1338 | loss: nan | val_loss: nan | Time: 2485.98 ms
[2022-03-06 13:40:05	                main:581]	:	INFO	:	Epoch 1339 | loss: nan | val_loss: nan | Time: 2496.21 ms
[2022-03-06 13:40:07	                main:581]	:	INFO	:	Epoch 1340 | loss: nan | val_loss: nan | Time: 2491.84 ms
[2022-03-06 13:40:10	                main:581]	:	INFO	:	Epoch 1341 | loss: nan | val_loss: nan | Time: 2489.92 ms
[2022-03-06 13:40:12	                main:581]	:	INFO	:	Epoch 1342 | loss: nan | val_loss: nan | Time: 2491.73 ms
[2022-03-06 13:40:15	                main:581]	:	INFO	:	Epoch 1343 | loss: nan | val_loss: nan | Time: 2495.77 ms
[2022-03-06 13:40:17	                main:581]	:	INFO	:	Epoch 1344 | loss: nan | val_loss: nan | Time: 2488.98 ms
[2022-03-06 13:40:20	                main:581]	:	INFO	:	Epoch 1345 | loss: nan | val_loss: nan | Time: 2489.62 ms
[2022-03-06 13:40:22	                main:581]	:	INFO	:	Epoch 1346 | loss: nan | val_loss: nan | Time: 2491.76 ms
[2022-03-06 13:40:25	                main:581]	:	INFO	:	Epoch 1347 | loss: nan | val_loss: nan | Time: 2490.06 ms
[2022-03-06 13:40:27	                main:581]	:	INFO	:	Epoch 1348 | loss: nan | val_loss: nan | Time: 2487.35 ms
[2022-03-06 13:40:30	                main:581]	:	INFO	:	Epoch 1349 | loss: nan | val_loss: nan | Time: 2495.24 ms
[2022-03-06 13:40:32	                main:581]	:	INFO	:	Epoch 1350 | loss: nan | val_loss: nan | Time: 2494.71 ms
[2022-03-06 13:40:35	                main:581]	:	INFO	:	Epoch 1351 | loss: nan | val_loss: nan | Time: 2491.04 ms
[2022-03-06 13:40:37	                main:581]	:	INFO	:	Epoch 1352 | loss: nan | val_loss: nan | Time: 2493.96 ms
[2022-03-06 13:40:40	                main:581]	:	INFO	:	Epoch 1353 | loss: nan | val_loss: nan | Time: 2494.46 ms
[2022-03-06 13:40:42	                main:581]	:	INFO	:	Epoch 1354 | loss: nan | val_loss: nan | Time: 2486.26 ms
[2022-03-06 13:40:45	                main:581]	:	INFO	:	Epoch 1355 | loss: nan | val_loss: nan | Time: 2491.14 ms
[2022-03-06 13:40:47	                main:581]	:	INFO	:	Epoch 1356 | loss: nan | val_loss: nan | Time: 2485.69 ms
[2022-03-06 13:40:50	                main:581]	:	INFO	:	Epoch 1357 | loss: nan | val_loss: nan | Time: 2486.72 ms
[2022-03-06 13:40:52	                main:581]	:	INFO	:	Epoch 1358 | loss: nan | val_loss: nan | Time: 2486.05 ms
[2022-03-06 13:40:55	                main:581]	:	INFO	:	Epoch 1359 | loss: nan | val_loss: nan | Time: 2488.05 ms
[2022-03-06 13:40:57	                main:581]	:	INFO	:	Epoch 1360 | loss: nan | val_loss: nan | Time: 2496.17 ms
[2022-03-06 13:41:00	                main:581]	:	INFO	:	Epoch 1361 | loss: nan | val_loss: nan | Time: 2498.05 ms
[2022-03-06 13:41:02	                main:581]	:	INFO	:	Epoch 1362 | loss: nan | val_loss: nan | Time: 2488.17 ms
[2022-03-06 13:41:05	                main:581]	:	INFO	:	Epoch 1363 | loss: nan | val_loss: nan | Time: 2498.27 ms
[2022-03-06 13:41:07	                main:581]	:	INFO	:	Epoch 1364 | loss: nan | val_loss: nan | Time: 2492.35 ms
[2022-03-06 13:41:10	                main:581]	:	INFO	:	Epoch 1365 | loss: nan | val_loss: nan | Time: 2490.53 ms
[2022-03-06 13:41:12	                main:581]	:	INFO	:	Epoch 1366 | loss: nan | val_loss: nan | Time: 2492.42 ms
[2022-03-06 13:41:15	                main:581]	:	INFO	:	Epoch 1367 | loss: nan | val_loss: nan | Time: 2491.27 ms
[2022-03-06 13:41:17	                main:581]	:	INFO	:	Epoch 1368 | loss: nan | val_loss: nan | Time: 2491.86 ms
[2022-03-06 13:41:20	                main:581]	:	INFO	:	Epoch 1369 | loss: nan | val_loss: nan | Time: 2493.81 ms
[2022-03-06 13:41:22	                main:581]	:	INFO	:	Epoch 1370 | loss: nan | val_loss: nan | Time: 2494.18 ms
[2022-03-06 13:41:25	                main:581]	:	INFO	:	Epoch 1371 | loss: nan | val_loss: nan | Time: 2492.74 ms
[2022-03-06 13:41:27	                main:581]	:	INFO	:	Epoch 1372 | loss: nan | val_loss: nan | Time: 2488.14 ms
[2022-03-06 13:41:30	                main:581]	:	INFO	:	Epoch 1373 | loss: nan | val_loss: nan | Time: 2493.72 ms
[2022-03-06 13:41:32	                main:581]	:	INFO	:	Epoch 1374 | loss: nan | val_loss: nan | Time: 2495.19 ms
[2022-03-06 13:41:35	                main:581]	:	INFO	:	Epoch 1375 | loss: nan | val_loss: nan | Time: 2490.92 ms
[2022-03-06 13:41:37	                main:581]	:	INFO	:	Epoch 1376 | loss: nan | val_loss: nan | Time: 2495.01 ms
[2022-03-06 13:41:40	                main:581]	:	INFO	:	Epoch 1377 | loss: nan | val_loss: nan | Time: 2495.17 ms
[2022-03-06 13:41:42	                main:581]	:	INFO	:	Epoch 1378 | loss: nan | val_loss: nan | Time: 2488.51 ms
[2022-03-06 13:41:45	                main:581]	:	INFO	:	Epoch 1379 | loss: nan | val_loss: nan | Time: 2493.14 ms
[2022-03-06 13:41:47	                main:581]	:	INFO	:	Epoch 1380 | loss: nan | val_loss: nan | Time: 2496.5 ms
[2022-03-06 13:41:50	                main:581]	:	INFO	:	Epoch 1381 | loss: nan | val_loss: nan | Time: 2489.77 ms
[2022-03-06 13:41:52	                main:581]	:	INFO	:	Epoch 1382 | loss: nan | val_loss: nan | Time: 2484.73 ms
[2022-03-06 13:41:54	                main:581]	:	INFO	:	Epoch 1383 | loss: nan | val_loss: nan | Time: 2486.47 ms
[2022-03-06 13:41:57	                main:581]	:	INFO	:	Epoch 1384 | loss: nan | val_loss: nan | Time: 2486.11 ms
[2022-03-06 13:41:59	                main:581]	:	INFO	:	Epoch 1385 | loss: nan | val_loss: nan | Time: 2489.85 ms
[2022-03-06 13:42:02	                main:581]	:	INFO	:	Epoch 1386 | loss: nan | val_loss: nan | Time: 2495.34 ms
[2022-03-06 13:42:04	                main:581]	:	INFO	:	Epoch 1387 | loss: nan | val_loss: nan | Time: 2497.46 ms
[2022-03-06 13:42:07	                main:581]	:	INFO	:	Epoch 1388 | loss: nan | val_loss: nan | Time: 2492.58 ms
[2022-03-06 13:42:09	                main:581]	:	INFO	:	Epoch 1389 | loss: nan | val_loss: nan | Time: 2489.57 ms
[2022-03-06 13:42:12	                main:581]	:	INFO	:	Epoch 1390 | loss: nan | val_loss: nan | Time: 2494.77 ms
[2022-03-06 13:42:14	                main:581]	:	INFO	:	Epoch 1391 | loss: nan | val_loss: nan | Time: 2497.32 ms
[2022-03-06 13:42:17	                main:581]	:	INFO	:	Epoch 1392 | loss: nan | val_loss: nan | Time: 2491.72 ms
[2022-03-06 13:42:19	                main:581]	:	INFO	:	Epoch 1393 | loss: nan | val_loss: nan | Time: 2494.15 ms
[2022-03-06 13:42:22	                main:581]	:	INFO	:	Epoch 1394 | loss: nan | val_loss: nan | Time: 2496.71 ms
[2022-03-06 13:42:24	                main:581]	:	INFO	:	Epoch 1395 | loss: nan | val_loss: nan | Time: 2491.54 ms
[2022-03-06 13:42:27	                main:581]	:	INFO	:	Epoch 1396 | loss: nan | val_loss: nan | Time: 2491 ms
[2022-03-06 13:42:29	                main:581]	:	INFO	:	Epoch 1397 | loss: nan | val_loss: nan | Time: 2489.21 ms
[2022-03-06 13:42:32	                main:581]	:	INFO	:	Epoch 1398 | loss: nan | val_loss: nan | Time: 2496.2 ms
[2022-03-06 13:42:34	                main:581]	:	INFO	:	Epoch 1399 | loss: nan | val_loss: nan | Time: 2486.97 ms
[2022-03-06 13:42:37	                main:581]	:	INFO	:	Epoch 1400 | loss: nan | val_loss: nan | Time: 2485.16 ms
[2022-03-06 13:42:39	                main:581]	:	INFO	:	Epoch 1401 | loss: nan | val_loss: nan | Time: 2495.29 ms
[2022-03-06 13:42:42	                main:581]	:	INFO	:	Epoch 1402 | loss: nan | val_loss: nan | Time: 2492.56 ms
[2022-03-06 13:42:44	                main:581]	:	INFO	:	Epoch 1403 | loss: nan | val_loss: nan | Time: 2493.16 ms
[2022-03-06 13:42:47	                main:581]	:	INFO	:	Epoch 1404 | loss: nan | val_loss: nan | Time: 2491.91 ms
[2022-03-06 13:42:49	                main:581]	:	INFO	:	Epoch 1405 | loss: nan | val_loss: nan | Time: 2495.18 ms
[2022-03-06 13:42:52	                main:581]	:	INFO	:	Epoch 1406 | loss: nan | val_loss: nan | Time: 2491.98 ms
[2022-03-06 13:42:54	                main:581]	:	INFO	:	Epoch 1407 | loss: nan | val_loss: nan | Time: 2490 ms
[2022-03-06 13:42:57	                main:581]	:	INFO	:	Epoch 1408 | loss: nan | val_loss: nan | Time: 2492.55 ms
SIGSEGV: segmentation violation
SIGSEGV: segmentation violation
DEBUG: Args: ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200 --maxepoch 2048 
nthreads: 1 gpudev: 0
Re-exec()-ing to set environment correctly
Machine Learning Dataset Generator v9.80 (Linux/x86_64) (libTorch: release/1.7 GPU: NVIDIA GeForce GTX 1650)
[2022-03-06 14:41:50	                main:442]	:	INFO	:	Set logging level to 1
[2022-03-06 14:41:50	                main:448]	:	INFO	:	Running in BOINC Client mode
[2022-03-06 14:41:50	                main:451]	:	INFO	:	Resolving all filenames
[2022-03-06 14:41:50	                main:459]	:	INFO	:	Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-03-06 14:41:50	                main:459]	:	INFO	:	Resolved: model.cfg => model.cfg (exists = 1)
[2022-03-06 14:41:50	                main:459]	:	INFO	:	Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-03-06 14:41:50	                main:459]	:	INFO	:	Resolved: model-input.pt => model-input.pt (exists = 0)
[2022-03-06 14:41:50	                main:459]	:	INFO	:	Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-03-06 14:41:50	                main:479]	:	INFO	:	Dataset filename: dataset.hdf5
[2022-03-06 14:41:50	                main:481]	:	INFO	:	Configuration: 
[2022-03-06 14:41:50	                main:482]	:	INFO	:	    Model type: GRU
[2022-03-06 14:41:50	                main:483]	:	INFO	:	    Validation Loss Threshold: 0.0001
[2022-03-06 14:41:50	                main:484]	:	INFO	:	    Max Epochs: 2048
[2022-03-06 14:41:50	                main:485]	:	INFO	:	    Batch Size: 128
[2022-03-06 14:41:50	                main:486]	:	INFO	:	    Learning Rate: 0.01
[2022-03-06 14:41:50	                main:487]	:	INFO	:	    Patience: 10
[2022-03-06 14:41:50	                main:488]	:	INFO	:	    Hidden Width: 12
[2022-03-06 14:41:50	                main:489]	:	INFO	:	    # Recurrent Layers: 4
[2022-03-06 14:41:50	                main:490]	:	INFO	:	    # Backend Layers: 4
[2022-03-06 14:41:50	                main:491]	:	INFO	:	    # Threads: 1
[2022-03-06 14:41:50	                main:493]	:	INFO	:	Preparing Dataset
[2022-03-06 14:41:50	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Xt from dataset.hdf5 into memory
[2022-03-06 14:41:51	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Yt from dataset.hdf5 into memory
[2022-03-06 14:41:53	                load:106]	:	INFO	:	Successfully loaded dataset of 2048 examples into memory.
[2022-03-06 14:41:53	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Xv from dataset.hdf5 into memory
[2022-03-06 14:41:53	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Yv from dataset.hdf5 into memory
[2022-03-06 14:41:53	                load:106]	:	INFO	:	Successfully loaded dataset of 512 examples into memory.
[2022-03-06 14:41:53	                main:501]	:	INFO	:	Creating Model
[2022-03-06 14:41:53	                main:514]	:	INFO	:	Preparing config file
[2022-03-06 14:41:53	                main:518]	:	INFO	:	Found checkpoint, attempting to load... 
[2022-03-06 14:41:53	                main:519]	:	INFO	:	Loading config
terminate called after throwing an instance of 'nlohmann::detail::type_error'
  what():  [json.exception.type_error.302] type must be number, but is null
SIGABRT: abort called
Stack trace (24 frames):
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x37df9c)[0x55e7f257df9c]
/lib/x86_64-linux-gnu/libpthread.so.0(+0x13200)[0x7f4bbf635200]
/lib/x86_64-linux-gnu/libc.so.6(gsignal+0x141)[0x7f4b40f768a1]
/lib/x86_64-linux-gnu/libc.so.6(abort+0x112)[0x7f4b40f60546]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(_ZN9__gnu_cxx27__verbose_terminate_handlerEv+0x135)[0x55e7f262f7f5]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x398846)[0x55e7f2598846]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x398891)[0x55e7f2598891]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x3968c4)[0x55e7f25968c4]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0xe4af0)[0x55e7f22e4af0]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0xe1682)[0x55e7f22e1682]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0xd9a2b)[0x55e7f22d9a2b]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0xd5f7f)[0x55e7f22d5f7f]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0xcf7f4)[0x55e7f22cf7f4]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0xe16bc)[0x55e7f22e16bc]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0xe4c96)[0x55e7f22e4c96]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0xe17ca)[0x55e7f22e17ca]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0xd9b28)[0x55e7f22d9b28]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0xd5faf)[0x55e7f22d5faf]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0xcf848)[0x55e7f22cf848]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0xcc66f)[0x55e7f22cc66f]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0xc8d8c)[0x55e7f22c8d8c]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8a2d1)[0x55e7f228a2d1]
/lib/x86_64-linux-gnu/libc.so.6(__libc_start_main+0xcd)[0x7f4b40f617fd]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8675a)[0x55e7f228675a]

Exiting...

</stderr_txt>
]]>


©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)