Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
911da7e
·
verified ·
1 Parent(s): 8d43f05

Upload cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark_report.json with huggingface_hub

Browse files
Files changed (1) hide show
  1. cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark_report.json +163 -159
cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark_report.json CHANGED
@@ -2,7 +2,7 @@
2
  "forward": {
3
  "memory": {
4
  "unit": "MB",
5
- "max_ram": 903.622656,
6
  "max_global_vram": 1195.900928,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 555.74528,
@@ -10,179 +10,183 @@
10
  },
11
  "latency": {
12
  "unit": "s",
13
- "count": 148,
14
- "total": 1.0005290870666503,
15
- "mean": 0.006760331669369259,
16
- "stdev": 0.0003140762940145887,
17
- "p50": 0.006748159885406494,
18
- "p90": 0.006987785530090332,
19
- "p95": 0.007115417504310609,
20
- "p99": 0.008158031835556032,
21
  "values": [
22
- 0.007229440212249756,
23
- 0.006845439910888672,
24
- 0.006953023910522461,
25
- 0.006889472007751465,
26
- 0.006914048194885254,
27
- 0.006976511955261231,
28
- 0.00698367977142334,
29
- 0.006914048194885254,
30
- 0.006894559860229492,
31
- 0.006762495994567871,
32
- 0.006810624122619629,
33
- 0.006763455867767334,
34
- 0.006904831886291504,
35
- 0.007122943878173828,
36
- 0.0069847040176391605,
37
- 0.0068269758224487305,
38
- 0.00672870397567749,
39
- 0.006711296081542969,
40
- 0.006789120197296142,
41
- 0.006765567779541016,
42
- 0.006897664070129395,
43
- 0.006987775802612305,
44
- 0.00678713607788086,
45
- 0.006724607944488525,
46
- 0.006703104019165039,
47
- 0.006739967823028564,
48
- 0.006752255916595459,
49
- 0.0069959678649902345,
50
- 0.0069816322326660156,
51
- 0.006976511955261231,
52
- 0.006743040084838867,
53
- 0.00673689603805542,
54
- 0.006755328178405762,
55
- 0.006730751991271973,
56
- 0.006776832103729248,
57
- 0.006811647891998291,
58
- 0.0067573761940002445,
59
- 0.006816768169403077,
60
- 0.006987808227539062,
61
- 0.007249887943267822,
62
- 0.00692633581161499,
63
- 0.006722559928894043,
64
- 0.006809599876403808,
65
- 0.006744063854217529,
66
- 0.006967328071594238,
67
- 0.007101439952850342,
68
- 0.0070594558715820314,
69
- 0.007010303974151612,
70
- 0.0068392958641052244,
71
- 0.00703385591506958,
72
- 0.0067645440101623535,
73
- 0.006816768169403077,
74
- 0.006802432060241699,
75
- 0.0068055038452148435,
76
- 0.006791200160980225,
77
- 0.006702079772949219,
78
- 0.0068351998329162595,
79
- 0.006825984001159668,
80
- 0.006837279796600342,
81
- 0.006937600135803222,
82
- 0.007214079856872559,
83
- 0.006852608203887939,
84
- 0.006830048084259033,
85
- 0.006763519763946534,
86
- 0.006754303932189941,
87
- 0.006729728221893311,
88
- 0.006700032234191895,
89
- 0.00672870397567749,
90
- 0.0067348480224609375,
91
- 0.006719520092010498,
92
- 0.006850560188293457,
93
- 0.006845439910888672,
94
- 0.006847487926483154,
95
- 0.006831103801727295,
96
- 0.006890495777130127,
97
- 0.006776832103729248,
98
- 0.00676966381072998,
99
- 0.006778880119323731,
100
- 0.006711296081542969,
101
- 0.0067983360290527345,
102
- 0.006708223819732666,
103
- 0.00667852783203125,
104
- 0.00653926420211792,
105
- 0.006504447937011719,
106
- 0.006618112087249756,
107
- 0.00653107213973999,
108
- 0.006455296039581298,
109
- 0.006436863899230957,
110
- 0.006556672096252441,
111
- 0.006725632190704346,
112
- 0.00669593620300293,
113
- 0.006652927875518798,
114
- 0.006756351947784424,
115
- 0.0067717118263244626,
116
- 0.006808576107025147,
117
- 0.006900735855102539,
118
- 0.0069683518409729,
119
- 0.006675456047058105,
120
- 0.006594560146331787,
121
- 0.006617023944854737,
122
  0.006636544227600098,
123
- 0.006739967823028564,
124
- 0.0065474557876586915,
125
- 0.006714367866516113,
126
- 0.006508543968200684,
127
- 0.006402048110961914,
128
- 0.0063937921524047855,
129
- 0.006397952079772949,
130
- 0.0064143681526184085,
131
- 0.006383679866790772,
132
- 0.006388735771179199,
133
- 0.006385632038116455,
134
- 0.006421504020690918,
135
- 0.006396927833557129,
136
- 0.006379519939422608,
137
- 0.006392831802368164,
138
- 0.00652288007736206,
139
- 0.0064102401733398436,
140
- 0.006388768196105957,
141
- 0.006396927833557129,
142
- 0.0065177597999572755,
143
  0.006574079990386963,
144
- 0.0064839677810668945,
145
- 0.0064973440170288084,
146
- 0.006573056221008301,
147
- 0.006532095909118653,
148
- 0.0065781760215759275,
149
- 0.0065372161865234375,
150
- 0.006411263942718506,
151
- 0.006589439868927002,
152
- 0.00637443208694458,
153
- 0.006402048110961914,
154
- 0.006452223777770996,
155
- 0.0064471039772033695,
156
- 0.007041024208068848,
 
 
 
 
 
157
  0.006591487884521485,
158
- 0.007772192001342774,
159
- 0.008867839813232421,
160
- 0.008500191688537597,
161
- 0.00724070405960083,
162
- 0.006774784088134766,
163
  0.0066119680404663084,
164
- 0.006643712043762207,
165
- 0.0065710082054138185,
166
- 0.006628352165222168,
167
- 0.006598656177520752,
168
- 0.00653926420211792,
169
- 0.006615039825439453
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
170
  ]
171
  },
172
  "throughput": {
173
  "unit": "samples/s",
174
- "value": 147.92173652232958
175
  },
176
  "energy": {
177
  "unit": "kWh",
178
- "cpu": 7.581847277585277e-08,
179
- "ram": 4.144327706790078e-08,
180
- "gpu": 1.3222409728662768e-07,
181
- "total": 2.4948584713038126e-07
182
  },
183
  "efficiency": {
184
  "unit": "samples/kWh",
185
- "value": 4008243.399383694
186
  }
187
  }
188
  }
 
2
  "forward": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 904.35584,
6
  "max_global_vram": 1195.900928,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 555.74528,
 
10
  },
11
  "latency": {
12
  "unit": "s",
13
+ "count": 152,
14
+ "total": 0.9967458219528198,
15
+ "mean": 0.006557538302321183,
16
+ "stdev": 0.00046725132727598763,
17
+ "p50": 0.006577136039733887,
18
+ "p90": 0.006721200180053711,
19
+ "p95": 0.006829465627670288,
20
+ "p99": 0.009368980836868287,
21
  "values": [
22
+ 0.009774080276489258,
23
+ 0.009401375770568848,
24
+ 0.009337856292724609,
25
+ 0.006922239780426025,
26
+ 0.00683622407913208,
27
+ 0.006768608093261718,
28
+ 0.006782976150512696,
29
+ 0.0067359042167663575,
30
+ 0.006721504211425781,
31
+ 0.006731776237487793,
32
+ 0.006718463897705078,
33
+ 0.006639616012573242,
34
+ 0.0066447358131408694,
35
+ 0.006614016056060791,
36
+ 0.006557695865631104,
37
+ 0.006542335987091064,
38
+ 0.006591487884521485,
39
+ 0.0066119680404663084,
40
+ 0.00667955207824707,
41
+ 0.006672383785247803,
42
+ 0.006669280052185059,
43
+ 0.006659071922302246,
44
+ 0.006625279903411865,
45
+ 0.006606847763061524,
46
+ 0.006631423950195312,
47
+ 0.006666207790374756,
48
+ 0.006622208118438721,
49
+ 0.006660096168518067,
50
+ 0.006653952121734619,
51
+ 0.006639616012573242,
52
+ 0.006615039825439453,
53
+ 0.006620160102844238,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
54
  0.006636544227600098,
55
+ 0.006646783828735352,
56
+ 0.006652927875518798,
57
+ 0.00653107213973999,
58
+ 0.0065146880149841305,
59
+ 0.00653004789352417,
60
+ 0.006564864158630371,
61
+ 0.006586368083953857,
62
+ 0.006546432018280029,
63
+ 0.006551583766937256,
64
+ 0.006608895778656006,
65
+ 0.006605823993682861,
66
+ 0.0066416640281677245,
67
+ 0.006687744140625,
68
+ 0.006658016204833984,
69
+ 0.0066416640281677245,
70
+ 0.006653952121734619,
71
+ 0.006575071811676025,
 
 
 
72
  0.006574079990386963,
73
+ 0.006638591766357422,
74
+ 0.006643712043762207,
75
+ 0.006578144073486328,
76
+ 0.006657023906707763,
77
+ 0.006618015766143799,
78
+ 0.006524928092956543,
79
+ 0.006576128005981445,
80
+ 0.006563839912414551,
81
+ 0.0065484800338745115,
82
+ 0.006626304149627686,
83
+ 0.006717440128326416,
84
+ 0.006585343837738037,
85
+ 0.0066375679969787596,
86
+ 0.006617087841033936,
87
+ 0.0066109437942504885,
88
+ 0.0066304001808166506,
89
+ 0.006582272052764892,
90
+ 0.006595583915710449,
91
  0.006591487884521485,
 
 
 
 
 
92
  0.0066119680404663084,
93
+ 0.006706175804138184,
94
+ 0.006696959972381592,
95
+ 0.006626304149627686,
96
+ 0.006702047824859619,
97
+ 0.00664467191696167,
98
+ 0.006654975891113281,
99
+ 0.006617087841033936,
100
+ 0.006602752208709717,
101
+ 0.006552576065063476,
102
+ 0.006590400218963623,
103
+ 0.006494207859039307,
104
+ 0.006455296039581298,
105
+ 0.006370304107666015,
106
+ 0.006394879817962646,
107
+ 0.006437888145446777,
108
+ 0.0063805441856384275,
109
+ 0.006262784004211426,
110
+ 0.006269951820373535,
111
+ 0.006519807815551758,
112
+ 0.0066109437942504885,
113
+ 0.00667852783203125,
114
+ 0.00679423999786377,
115
+ 0.006762495994567871,
116
+ 0.00685152006149292,
117
+ 0.006923264026641846,
118
+ 0.006908927917480469,
119
+ 0.006590432167053223,
120
+ 0.006823935985565186,
121
+ 0.006562816143035889,
122
+ 0.006529024124145508,
123
+ 0.006583295822143555,
124
+ 0.006518784046173095,
125
+ 0.006493184089660644,
126
+ 0.0065177597999572755,
127
+ 0.0065443840026855465,
128
+ 0.00643174409866333,
129
+ 0.006452223777770996,
130
+ 0.006472703933715821,
131
+ 0.006509568214416504,
132
+ 0.006529024124145508,
133
+ 0.006337535858154297,
134
+ 0.006308864116668702,
135
+ 0.006244351863861084,
136
+ 0.006291456222534179,
137
+ 0.006165567874908447,
138
+ 0.006211584091186524,
139
+ 0.0062044157981872555,
140
+ 0.0061716799736022945,
141
+ 0.006195199966430664,
142
+ 0.006184959888458252,
143
+ 0.006200319766998291,
144
+ 0.0061634879112243655,
145
+ 0.006189055919647217,
146
+ 0.006177792072296143,
147
+ 0.0062044157981872555,
148
+ 0.006201344013214111,
149
+ 0.006177792072296143,
150
+ 0.0062044157981872555,
151
+ 0.0061859841346740725,
152
+ 0.00619926404953003,
153
+ 0.006178815841674804,
154
+ 0.0062679038047790524,
155
+ 0.006210559844970703,
156
+ 0.0062494721412658695,
157
+ 0.0061972479820251464,
158
+ 0.006179840087890625,
159
+ 0.006200319766998291,
160
+ 0.006177792072296143,
161
+ 0.006199295997619629,
162
+ 0.006180863857269287,
163
+ 0.006170656204223633,
164
+ 0.006189055919647217,
165
+ 0.006207488059997559,
166
+ 0.006184959888458252,
167
+ 0.006162432193756104,
168
+ 0.00616755199432373,
169
+ 0.006148032188415527,
170
+ 0.006176767826080322,
171
+ 0.006151167869567871,
172
+ 0.006169600009918213,
173
+ 0.006170623779296875
174
  ]
175
  },
176
  "throughput": {
177
  "unit": "samples/s",
178
+ "value": 152.49624994886088
179
  },
180
  "energy": {
181
  "unit": "kWh",
182
+ "cpu": 7.691480015091394e-08,
183
+ "ram": 4.2047399957872195e-08,
184
+ "gpu": 1.3634029666234398e-07,
185
+ "total": 2.5530249677113013e-07
186
  },
187
  "efficiency": {
188
  "unit": "samples/kWh",
189
+ "value": 3916922.132165693
190
  }
191
  }
192
  }