Spaces:
Running
Running
Add results
Browse files- evaluate.py +0 -1
- results.json +411 -0
evaluate.py
CHANGED
@@ -3,7 +3,6 @@ from transformers import AutoModelForCausalLM, AutoTokenizer
|
|
3 |
from distributed_training.data.dataset import DataLoader
|
4 |
import random
|
5 |
from huggingface_hub import list_repo_refs
|
6 |
-
import matplotlib.pyplot as plt
|
7 |
import json
|
8 |
|
9 |
device = "cuda"
|
|
|
3 |
from distributed_training.data.dataset import DataLoader
|
4 |
import random
|
5 |
from huggingface_hub import list_repo_refs
|
|
|
6 |
import json
|
7 |
|
8 |
device = "cuda"
|
results.json
CHANGED
@@ -728,6 +728,417 @@
|
|
728 |
],
|
729 |
"242": [
|
730 |
8.73171443939209
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
731 |
]
|
732 |
},
|
733 |
"distributed/optimized-gpt2-250m-v0.1.1": {
|
|
|
728 |
],
|
729 |
"242": [
|
730 |
8.73171443939209
|
731 |
+
],
|
732 |
+
"243": [
|
733 |
+
8.572042465209961
|
734 |
+
],
|
735 |
+
"244": [
|
736 |
+
8.52768349647522
|
737 |
+
],
|
738 |
+
"245": [
|
739 |
+
8.435112762451173
|
740 |
+
],
|
741 |
+
"246": [
|
742 |
+
8.460542488098145
|
743 |
+
],
|
744 |
+
"247": [
|
745 |
+
8.261814832687378
|
746 |
+
],
|
747 |
+
"248": [
|
748 |
+
8.407774209976196
|
749 |
+
],
|
750 |
+
"249": [
|
751 |
+
8.373166799545288
|
752 |
+
],
|
753 |
+
"250": [
|
754 |
+
8.596418190002442
|
755 |
+
],
|
756 |
+
"251": [
|
757 |
+
8.347005526224772
|
758 |
+
],
|
759 |
+
"252": [
|
760 |
+
8.623340606689453
|
761 |
+
],
|
762 |
+
"253": [
|
763 |
+
8.539211511611938
|
764 |
+
],
|
765 |
+
"254": [
|
766 |
+
8.133444905281067
|
767 |
+
],
|
768 |
+
"255": [
|
769 |
+
8.684558550516764
|
770 |
+
],
|
771 |
+
"256": [
|
772 |
+
8.315968036651611
|
773 |
+
],
|
774 |
+
"257": [
|
775 |
+
8.38200600941976
|
776 |
+
],
|
777 |
+
"258": [
|
778 |
+
8.383176326751709
|
779 |
+
],
|
780 |
+
"259": [
|
781 |
+
8.400863075256348
|
782 |
+
],
|
783 |
+
"260": [
|
784 |
+
8.305717786153158
|
785 |
+
],
|
786 |
+
"261": [
|
787 |
+
8.545314598083497
|
788 |
+
],
|
789 |
+
"262": [
|
790 |
+
8.483990287780761
|
791 |
+
],
|
792 |
+
"263": [
|
793 |
+
8.214628791809082
|
794 |
+
],
|
795 |
+
"264": [
|
796 |
+
8.310606002807617
|
797 |
+
],
|
798 |
+
"265": [
|
799 |
+
8.100543403625489
|
800 |
+
],
|
801 |
+
"266": [
|
802 |
+
8.234585952758788
|
803 |
+
],
|
804 |
+
"267": [
|
805 |
+
8.491876983642578
|
806 |
+
],
|
807 |
+
"268": [
|
808 |
+
8.587455749511719
|
809 |
+
],
|
810 |
+
"269": [
|
811 |
+
8.082306098937988
|
812 |
+
],
|
813 |
+
"270": [
|
814 |
+
8.348917007446289
|
815 |
+
],
|
816 |
+
"271": [
|
817 |
+
8.372463989257813
|
818 |
+
],
|
819 |
+
"272": [
|
820 |
+
8.237805128097534
|
821 |
+
],
|
822 |
+
"273": [
|
823 |
+
8.354072761535644
|
824 |
+
],
|
825 |
+
"274": [
|
826 |
+
8.235678354899088
|
827 |
+
],
|
828 |
+
"275": [
|
829 |
+
8.407945315043131
|
830 |
+
],
|
831 |
+
"276": [
|
832 |
+
8.404786944389343
|
833 |
+
],
|
834 |
+
"277": [
|
835 |
+
8.70421314239502
|
836 |
+
],
|
837 |
+
"278": [
|
838 |
+
8.071562131245932
|
839 |
+
],
|
840 |
+
"279": [
|
841 |
+
8.511271953582764
|
842 |
+
],
|
843 |
+
"280": [
|
844 |
+
8.091069221496582
|
845 |
+
],
|
846 |
+
"281": [
|
847 |
+
8.105241934458414
|
848 |
+
],
|
849 |
+
"282": [
|
850 |
+
8.074981212615967
|
851 |
+
],
|
852 |
+
"283": [
|
853 |
+
8.298959159851075
|
854 |
+
],
|
855 |
+
"284": [
|
856 |
+
8.066243092219034
|
857 |
+
],
|
858 |
+
"285": [
|
859 |
+
8.178271770477295
|
860 |
+
],
|
861 |
+
"286": [
|
862 |
+
8.293231010437012
|
863 |
+
],
|
864 |
+
"287": [
|
865 |
+
8.43751049041748
|
866 |
+
],
|
867 |
+
"288": [
|
868 |
+
8.105303128560385
|
869 |
+
],
|
870 |
+
"289": [
|
871 |
+
8.421969032287597
|
872 |
+
],
|
873 |
+
"290": [
|
874 |
+
8.30833911895752
|
875 |
+
],
|
876 |
+
"291": [
|
877 |
+
8.0765008131663
|
878 |
+
],
|
879 |
+
"292": [
|
880 |
+
8.021388053894043
|
881 |
+
],
|
882 |
+
"293": [
|
883 |
+
8.335704485575357
|
884 |
+
],
|
885 |
+
"294": [
|
886 |
+
8.045191287994385
|
887 |
+
],
|
888 |
+
"295": [
|
889 |
+
7.93108606338501
|
890 |
+
],
|
891 |
+
"296": [
|
892 |
+
7.992374897003174
|
893 |
+
],
|
894 |
+
"297": [
|
895 |
+
8.036834875742594
|
896 |
+
],
|
897 |
+
"298": [
|
898 |
+
7.984613704681396
|
899 |
+
],
|
900 |
+
"299": [
|
901 |
+
7.9923395156860355
|
902 |
+
],
|
903 |
+
"300": [
|
904 |
+
8.048283497492472
|
905 |
+
],
|
906 |
+
"301": [
|
907 |
+
8.485947370529175
|
908 |
+
],
|
909 |
+
"302": [
|
910 |
+
8.025302092234293
|
911 |
+
],
|
912 |
+
"303": [
|
913 |
+
7.875656485557556
|
914 |
+
],
|
915 |
+
"304": [
|
916 |
+
8.240285038948059
|
917 |
+
],
|
918 |
+
"305": [
|
919 |
+
8.169192552566528
|
920 |
+
],
|
921 |
+
"306": [
|
922 |
+
8.01096134185791
|
923 |
+
],
|
924 |
+
"307": [
|
925 |
+
7.814367453257243
|
926 |
+
],
|
927 |
+
"308": [
|
928 |
+
8.359534621238708
|
929 |
+
],
|
930 |
+
"309": [
|
931 |
+
8.128613948822021
|
932 |
+
],
|
933 |
+
"310": [
|
934 |
+
8.132676696777343
|
935 |
+
],
|
936 |
+
"311": [
|
937 |
+
7.703763484954834
|
938 |
+
],
|
939 |
+
"312": [
|
940 |
+
7.964991569519043
|
941 |
+
],
|
942 |
+
"313": [
|
943 |
+
8.09695291519165
|
944 |
+
],
|
945 |
+
"314": [
|
946 |
+
7.946078491210938
|
947 |
+
],
|
948 |
+
"315": [
|
949 |
+
7.795873982565744
|
950 |
+
],
|
951 |
+
"316": [
|
952 |
+
8.114620049794516
|
953 |
+
],
|
954 |
+
"317": [
|
955 |
+
7.781284264155796
|
956 |
+
],
|
957 |
+
"318": [
|
958 |
+
8.108832359313965
|
959 |
+
],
|
960 |
+
"319": [
|
961 |
+
8.14557377497355
|
962 |
+
],
|
963 |
+
"320": [
|
964 |
+
8.058723449707031
|
965 |
+
],
|
966 |
+
"321": [
|
967 |
+
8.213569736480713
|
968 |
+
],
|
969 |
+
"322": [
|
970 |
+
7.698760986328125
|
971 |
+
],
|
972 |
+
"323": [
|
973 |
+
7.998951315879822
|
974 |
+
],
|
975 |
+
"324": [
|
976 |
+
7.742861986160278
|
977 |
+
],
|
978 |
+
"325": [
|
979 |
+
7.954373073577881
|
980 |
+
],
|
981 |
+
"326": [
|
982 |
+
7.918167591094971
|
983 |
+
],
|
984 |
+
"327": [
|
985 |
+
8.006525897979737
|
986 |
+
],
|
987 |
+
"328": [
|
988 |
+
7.668278789520263
|
989 |
+
],
|
990 |
+
"329": [
|
991 |
+
8.08655297756195
|
992 |
+
],
|
993 |
+
"330": [
|
994 |
+
7.91127290725708
|
995 |
+
],
|
996 |
+
"331": [
|
997 |
+
7.696333885192871
|
998 |
+
],
|
999 |
+
"332": [
|
1000 |
+
7.65695583820343
|
1001 |
+
],
|
1002 |
+
"333": [
|
1003 |
+
8.066210746765137
|
1004 |
+
],
|
1005 |
+
"334": [
|
1006 |
+
7.964347243309021
|
1007 |
+
],
|
1008 |
+
"335": [
|
1009 |
+
7.954415321350098
|
1010 |
+
],
|
1011 |
+
"336": [
|
1012 |
+
7.868668556213379
|
1013 |
+
],
|
1014 |
+
"337": [
|
1015 |
+
7.752981662750244
|
1016 |
+
],
|
1017 |
+
"338": [
|
1018 |
+
7.988874117533366
|
1019 |
+
],
|
1020 |
+
"339": [
|
1021 |
+
7.646774482727051
|
1022 |
+
],
|
1023 |
+
"340": [
|
1024 |
+
7.754316425323486
|
1025 |
+
],
|
1026 |
+
"341": [
|
1027 |
+
7.727629899978638
|
1028 |
+
],
|
1029 |
+
"342": [
|
1030 |
+
8.081591129302979
|
1031 |
+
],
|
1032 |
+
"343": [
|
1033 |
+
8.093174934387207
|
1034 |
+
],
|
1035 |
+
"344": [
|
1036 |
+
7.799541187286377
|
1037 |
+
],
|
1038 |
+
"345": [
|
1039 |
+
7.860105419158936
|
1040 |
+
],
|
1041 |
+
"346": [
|
1042 |
+
7.771262836456299
|
1043 |
+
],
|
1044 |
+
"347": [
|
1045 |
+
7.807041168212891
|
1046 |
+
],
|
1047 |
+
"348": [
|
1048 |
+
7.724535584449768
|
1049 |
+
],
|
1050 |
+
"349": [
|
1051 |
+
7.576266288757324
|
1052 |
+
],
|
1053 |
+
"350": [
|
1054 |
+
7.5733345576695035
|
1055 |
+
],
|
1056 |
+
"351": [
|
1057 |
+
7.8062320947647095
|
1058 |
+
],
|
1059 |
+
"352": [
|
1060 |
+
7.669395923614502
|
1061 |
+
],
|
1062 |
+
"353": [
|
1063 |
+
7.868735027313233
|
1064 |
+
],
|
1065 |
+
"354": [
|
1066 |
+
7.829128563404083
|
1067 |
+
],
|
1068 |
+
"355": [
|
1069 |
+
7.602943658828735
|
1070 |
+
],
|
1071 |
+
"356": [
|
1072 |
+
7.92758321762085
|
1073 |
+
],
|
1074 |
+
"357": [
|
1075 |
+
7.628891547520955
|
1076 |
+
],
|
1077 |
+
"358": [
|
1078 |
+
8.02551555633545
|
1079 |
+
],
|
1080 |
+
"359": [
|
1081 |
+
7.746890226999919
|
1082 |
+
],
|
1083 |
+
"360": [
|
1084 |
+
7.8968634605407715
|
1085 |
+
],
|
1086 |
+
"361": [
|
1087 |
+
7.753103494644165
|
1088 |
+
],
|
1089 |
+
"362": [
|
1090 |
+
7.334808553968157
|
1091 |
+
],
|
1092 |
+
"363": [
|
1093 |
+
7.754158973693848
|
1094 |
+
],
|
1095 |
+
"364": [
|
1096 |
+
7.697373867034912
|
1097 |
+
],
|
1098 |
+
"365": [
|
1099 |
+
7.373909632364909
|
1100 |
+
],
|
1101 |
+
"366": [
|
1102 |
+
7.343849062919617
|
1103 |
+
],
|
1104 |
+
"367": [
|
1105 |
+
8.091873486836752
|
1106 |
+
],
|
1107 |
+
"368": [
|
1108 |
+
7.612311840057373
|
1109 |
+
],
|
1110 |
+
"369": [
|
1111 |
+
7.7113198439280195
|
1112 |
+
],
|
1113 |
+
"370": [
|
1114 |
+
7.706414580345154
|
1115 |
+
],
|
1116 |
+
"371": [
|
1117 |
+
7.664455056190491
|
1118 |
+
],
|
1119 |
+
"372": [
|
1120 |
+
7.630658054351807
|
1121 |
+
],
|
1122 |
+
"373": [
|
1123 |
+
7.412530779838562
|
1124 |
+
],
|
1125 |
+
"374": [
|
1126 |
+
7.605931639671326
|
1127 |
+
],
|
1128 |
+
"375": [
|
1129 |
+
8.049162983894348
|
1130 |
+
],
|
1131 |
+
"376": [
|
1132 |
+
7.7938069105148315
|
1133 |
+
],
|
1134 |
+
"377": [
|
1135 |
+
7.814945062001546
|
1136 |
+
],
|
1137 |
+
"378": [
|
1138 |
+
7.6603734493255615
|
1139 |
+
],
|
1140 |
+
"379": [
|
1141 |
+
7.516097784042358
|
1142 |
]
|
1143 |
},
|
1144 |
"distributed/optimized-gpt2-250m-v0.1.1": {
|