Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
59798f1
·
verified ·
1 Parent(s): 3416ae5

Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark_report.json with huggingface_hub

Browse files
Files changed (1) hide show
  1. cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark_report.json +202 -205
cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark_report.json CHANGED
@@ -2,7 +2,7 @@
2
  "prefill": {
3
  "memory": {
4
  "unit": "MB",
5
- "max_ram": 1082.990592,
6
  "max_global_vram": 1365.77024,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 725.614592,
@@ -10,93 +10,92 @@
10
  },
11
  "latency": {
12
  "unit": "s",
13
- "count": 56,
14
- "total": 0.4926286087036132,
15
- "mean": 0.00879693944113595,
16
- "stdev": 0.00030912263723220575,
17
- "p50": 0.008795504093170165,
18
- "p90": 0.009069727897644042,
19
- "p95": 0.009426983833312988,
20
- "p99": 0.009966625690460206,
21
  "values": [
22
- 0.010050208091735839,
23
- 0.009493056297302247,
24
- 0.009404959678649903,
25
- 0.009898240089416505,
26
- 0.008651007652282714,
27
- 0.008577728271484375,
28
- 0.00857369613647461,
29
- 0.008592127799987793,
30
- 0.008584575653076172,
31
- 0.008593888282775878,
32
- 0.00892956829071045,
33
- 0.008887295722961425,
34
- 0.008553024291992187,
35
- 0.00857596778869629,
36
- 0.008563936233520508,
37
- 0.008610560417175292,
38
- 0.008551839828491212,
39
- 0.00854531192779541,
40
- 0.008543647766113282,
41
- 0.008732000350952148,
42
- 0.0087958402633667,
43
- 0.008809727668762207,
44
- 0.008800992012023926,
45
- 0.00880412769317627,
46
- 0.008795167922973633,
47
- 0.008837056159973145,
48
- 0.008833696365356445,
49
- 0.008941311836242676,
50
- 0.008858400344848633,
51
- 0.008797151565551758,
52
- 0.008803135871887207,
53
- 0.008774432182312011,
54
- 0.008807552337646485,
55
- 0.008773216247558594,
56
- 0.008556159973144531,
57
- 0.008529791831970215,
58
- 0.008518176078796387,
59
- 0.008523167610168457,
60
- 0.008946399688720703,
61
- 0.009190848350524902,
62
- 0.009188735961914062,
63
- 0.008950719833374024,
64
- 0.008891807556152344,
65
- 0.008808095932006836,
66
- 0.008826144218444824,
67
- 0.008780415534973145,
68
- 0.008819680213928222,
69
- 0.008848992347717285,
70
- 0.008808128356933594,
71
- 0.00880617618560791,
72
- 0.008550368309020995,
73
- 0.008558752059936524,
74
- 0.00853228759765625,
75
- 0.008561823844909668,
76
- 0.008526623725891113,
77
- 0.008560864448547364
78
  ]
79
  },
80
  "throughput": {
81
  "unit": "tokens/s",
82
- "value": 227.35179813193525
83
  },
84
  "energy": {
85
  "unit": "kWh",
86
- "cpu": 1.0548019772551169e-07,
87
- "ram": 5.76682307778852e-08,
88
- "gpu": 2.0154145916814056e-07,
89
- "total": 3.6468988767153744e-07
90
  },
91
  "efficiency": {
92
  "unit": "tokens/kWh",
93
- "value": 5484111.481043656
94
  }
95
  },
96
  "decode": {
97
  "memory": {
98
  "unit": "MB",
99
- "max_ram": 1082.990592,
100
  "max_global_vram": 1365.77024,
101
  "max_process_vram": 0.0,
102
  "max_reserved": 725.614592,
@@ -104,162 +103,160 @@
104
  },
105
  "latency": {
106
  "unit": "s",
107
- "count": 56,
108
- "total": 0.5076416349411011,
109
- "mean": 0.009065029195376806,
110
- "stdev": 0.0002477928485440631,
111
- "p50": 0.00909160041809082,
112
- "p90": 0.009442512035369874,
113
- "p95": 0.009590255737304688,
114
- "p99": 0.009769503831863403,
115
  "values": [
116
- 0.00974185562133789,
117
- 0.009803296089172363,
118
- 0.009658368110656738,
119
- 0.008965984344482422,
120
- 0.008841216087341308,
121
- 0.00883459186553955,
122
- 0.00886310386657715,
123
- 0.008867232322692872,
124
- 0.008827327728271484,
125
- 0.008900192260742188,
126
- 0.009117312431335449,
127
- 0.00908841609954834,
128
- 0.00894758415222168,
129
- 0.008863295555114746,
130
- 0.008828800201416015,
131
- 0.008824416160583496,
132
- 0.008839232444763184,
133
- 0.008826496124267579,
134
- 0.008804320335388183,
135
- 0.009120096206665039,
136
- 0.009112895965576172,
137
- 0.00909068775177002,
138
- 0.00909558391571045,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
139
  0.009091744422912598,
140
- 0.009101759910583497,
141
- 0.009099776268005372,
142
- 0.009399456024169922,
143
- 0.009127424240112305,
144
- 0.009092767715454102,
145
- 0.00909721565246582,
146
- 0.009098464012145997,
147
- 0.009091456413269043,
148
- 0.009114784240722656,
149
- 0.009112064361572265,
150
- 0.008835071563720704,
151
- 0.008835807800292968,
152
- 0.008876064300537109,
153
- 0.00875868797302246,
154
- 0.009520000457763671,
155
- 0.009567551612854004,
156
- 0.009456031799316407,
157
- 0.00914668846130371,
158
- 0.009122367858886718,
159
- 0.00942899227142334,
160
- 0.009202879905700683,
161
- 0.009074048042297363,
162
- 0.00914579200744629,
163
- 0.009104991912841797,
164
- 0.00912611198425293,
165
- 0.009096447944641112,
166
- 0.00882140827178955,
167
- 0.008822015762329102,
168
- 0.008814240455627441,
169
- 0.008833824157714843,
170
- 0.008908639907836914,
171
- 0.008854751586914062
172
  ]
173
  },
174
  "throughput": {
175
  "unit": "tokens/s",
176
- "value": 110.31404074352052
177
  },
178
  "energy": {
179
  "unit": "kWh",
180
- "cpu": 9.979624060572692e-08,
181
- "ram": 5.457317424025047e-08,
182
- "gpu": 1.5923948079737716e-07,
183
- "total": 3.1360889564335475e-07
184
  },
185
  "efficiency": {
186
  "unit": "tokens/kWh",
187
- "value": 3188685.0592950955
188
  }
189
  },
190
  "per_token": {
191
  "memory": null,
192
  "latency": {
193
  "unit": "s",
194
- "count": 55,
195
- "total": 0.9821245498657225,
196
- "mean": 0.017856809997558593,
197
- "stdev": 0.0004653419756720284,
198
- "p50": 0.017921024322509766,
199
- "p90": 0.01836501121520996,
200
- "p95": 0.018868735885620116,
201
- "p99": 0.019207537078857424,
202
  "values": [
203
- 0.0192993278503418,
204
- 0.019129344940185547,
205
- 0.01903001594543457,
206
- 0.017546239852905272,
207
- 0.01744076728820801,
208
- 0.01746227264404297,
209
- 0.017459199905395507,
210
- 0.01746124839782715,
211
- 0.017500160217285156,
212
- 0.018084863662719726,
213
- 0.01800294494628906,
214
- 0.017534975051879884,
215
- 0.01745510482788086,
216
- 0.01742848014831543,
217
- 0.017459199905395507,
218
- 0.017406976699829102,
219
- 0.01740390396118164,
220
- 0.01737932777404785,
221
- 0.017864704132080078,
222
- 0.017936384201049805,
223
- 0.017926143646240233,
224
- 0.017927167892456054,
225
- 0.017921024322509766,
226
- 0.017925119400024413,
227
- 0.017963008880615236,
228
- 0.01822003173828125,
229
- 0.018132991790771484,
230
- 0.017979391098022462,
231
- 0.017923072814941408,
232
- 0.017923072814941408,
233
- 0.017897472381591797,
234
- 0.017949695587158202,
235
- 0.017911808013916015,
236
- 0.01740492820739746,
237
- 0.01741414451599121,
238
- 0.01741312026977539,
239
- 0.017290271759033204,
240
- 0.018426847457885743,
241
- 0.018799615859985352,
242
- 0.018689023971557618,
243
- 0.018168832778930662,
244
- 0.018025472640991212,
245
- 0.018272256851196288,
246
- 0.018074623107910158,
247
- 0.01786777687072754,
248
- 0.018008064270019532,
249
- 0.01797222328186035,
250
- 0.01794972801208496,
251
- 0.017939424514770506,
252
- 0.01741823959350586,
253
- 0.017399808883666993,
254
- 0.01738137626647949,
255
- 0.01741107177734375,
256
- 0.0174704647064209,
257
- 0.01744179153442383
258
  ]
259
  },
260
  "throughput": {
261
  "unit": "tokens/s",
262
- "value": 56.00104386711408
263
  },
264
  "energy": null,
265
  "efficiency": null
 
2
  "prefill": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 1078.059008,
6
  "max_global_vram": 1365.77024,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 725.614592,
 
10
  },
11
  "latency": {
12
  "unit": "s",
13
+ "count": 55,
14
+ "total": 0.49556258773803713,
15
+ "mean": 0.009010228867964312,
16
+ "stdev": 0.00033507785541267866,
17
+ "p50": 0.009013952255249024,
18
+ "p90": 0.009343385887145996,
19
+ "p95": 0.009663321208953857,
20
+ "p99": 0.009970869235992432,
21
  "values": [
22
+ 0.009908736228942871,
23
+ 0.009691231727600098,
24
+ 0.009651359558105468,
25
+ 0.009584511756896973,
26
+ 0.009111200332641602,
27
+ 0.008970272064208985,
28
+ 0.00928649616241455,
29
+ 0.009381312370300293,
30
+ 0.009027647972106933,
31
+ 0.00913980770111084,
32
+ 0.00913167953491211,
33
+ 0.009203359603881836,
34
+ 0.009138431549072266,
35
+ 0.008936832427978516,
36
+ 0.00899350357055664,
37
+ 0.009044672012329101,
38
+ 0.009195967674255371,
39
+ 0.009172063827514648,
40
+ 0.009017567634582519,
41
+ 0.009006175994873047,
42
+ 0.008882368087768554,
43
+ 0.009013952255249024,
44
+ 0.009224543571472168,
45
+ 0.009019583702087402,
46
+ 0.009019359588623047,
47
+ 0.008982144355773925,
48
+ 0.00919961643218994,
49
+ 0.010043807983398437,
50
+ 0.009213055610656738,
51
+ 0.00918899154663086,
52
+ 0.009106687545776367,
53
+ 0.008763872146606445,
54
+ 0.008922495841979981,
55
+ 0.009085536003112793,
56
+ 0.00925772762298584,
57
+ 0.008981023788452148,
58
+ 0.009042688369750976,
59
+ 0.00887507152557373,
60
+ 0.008783040046691894,
61
+ 0.008798656463623046,
62
+ 0.008515007972717285,
63
+ 0.008529888153076173,
64
+ 0.008488832473754883,
65
+ 0.00847811222076416,
66
+ 0.00850937557220459,
67
+ 0.008470047950744629,
68
+ 0.008755583763122559,
69
+ 0.008723999977111816,
70
+ 0.008741151809692383,
71
+ 0.008776000022888183,
72
+ 0.00870524787902832,
73
+ 0.008707103729248046,
74
+ 0.008737343788146973,
75
+ 0.008716095924377441,
76
+ 0.00871174430847168
 
77
  ]
78
  },
79
  "throughput": {
80
  "unit": "tokens/s",
81
+ "value": 221.96994430529506
82
  },
83
  "energy": {
84
  "unit": "kWh",
85
+ "cpu": 1.0602001603397113e-07,
86
+ "ram": 5.796418177591736e-08,
87
+ "gpu": 1.8729429666070338e-07,
88
+ "total": 3.512784944705919e-07
89
  },
90
  "efficiency": {
91
  "unit": "tokens/kWh",
92
+ "value": 5693488.304811197
93
  }
94
  },
95
  "decode": {
96
  "memory": {
97
  "unit": "MB",
98
+ "max_ram": 1078.059008,
99
  "max_global_vram": 1365.77024,
100
  "max_process_vram": 0.0,
101
  "max_reserved": 725.614592,
 
103
  },
104
  "latency": {
105
  "unit": "s",
106
+ "count": 55,
107
+ "total": 0.5126871309280394,
108
+ "mean": 0.009321584198691628,
109
+ "stdev": 0.0003043009398044304,
110
+ "p50": 0.009374688148498535,
111
+ "p90": 0.00966974048614502,
112
+ "p95": 0.00979739532470703,
113
+ "p99": 0.010045547485351563,
114
  "values": [
115
+ 0.010007776260375977,
116
+ 0.010089887619018554,
117
+ 0.009968128204345703,
118
+ 0.00958841609954834,
119
+ 0.009395648002624511,
120
+ 0.009321375846862793,
121
+ 0.009721823692321777,
122
+ 0.009635775566101075,
123
+ 0.009423583984375,
124
+ 0.009432543754577636,
125
+ 0.009443424224853515,
126
+ 0.009440799713134766,
127
+ 0.009431424140930176,
128
+ 0.009342783927917481,
129
+ 0.009325663566589355,
130
+ 0.009389087677001954,
131
+ 0.009529888153076172,
132
+ 0.009379615783691406,
133
+ 0.009443615913391113,
134
+ 0.00941596794128418,
135
+ 0.009332799911499023,
136
+ 0.009374688148498535,
137
+ 0.009580415725708008,
138
+ 0.009363679885864258,
139
+ 0.009364543914794922,
140
+ 0.009484607696533203,
141
+ 0.009625408172607422,
142
+ 0.009692383766174316,
143
+ 0.009724224090576172,
144
+ 0.00943398380279541,
145
+ 0.009551712036132812,
146
+ 0.008835359573364258,
147
+ 0.009400192260742188,
148
+ 0.009467679977416993,
149
+ 0.009410528182983399,
150
+ 0.009238240242004394,
151
+ 0.009288064002990723,
152
  0.009091744422912598,
153
+ 0.009089247703552246,
154
+ 0.008910495758056641,
155
+ 0.008887231826782227,
156
+ 0.008777471542358398,
157
+ 0.008780735969543457,
158
+ 0.008784255981445312,
159
+ 0.00876915168762207,
160
+ 0.009145119667053222,
161
+ 0.00905519962310791,
162
+ 0.009029343605041503,
163
+ 0.009055551528930663,
164
+ 0.009058464050292968,
165
+ 0.009081631660461427,
166
+ 0.009011296272277832,
167
+ 0.009036864280700684,
168
+ 0.009061471939086914,
169
+ 0.009166111946105957
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
170
  ]
171
  },
172
  "throughput": {
173
  "unit": "tokens/s",
174
+ "value": 107.27790241280654
175
  },
176
  "energy": {
177
  "unit": "kWh",
178
+ "cpu": 1.1105243291324177e-07,
179
+ "ram": 6.071712103481071e-08,
180
+ "gpu": 1.879837813393138e-07,
181
+ "total": 3.597533352873662e-07
182
  },
183
  "efficiency": {
184
  "unit": "tokens/kWh",
185
+ "value": 2779682.359862524
186
  }
187
  },
188
  "per_token": {
189
  "memory": null,
190
  "latency": {
191
  "unit": "s",
192
+ "count": 54,
193
+ "total": 0.9902325763702392,
194
+ "mean": 0.018337640303152575,
195
+ "stdev": 0.0005973989233382165,
196
+ "p50": 0.018404351234436032,
197
+ "p90": 0.01900451889038086,
198
+ "p95": 0.019419791984558104,
199
+ "p99": 0.019791974678039552,
200
  "values": [
201
+ 0.019808256149291992,
202
+ 0.01973865509033203,
203
+ 0.019248096466064454,
204
+ 0.018545663833618165,
205
+ 0.018322431564331054,
206
+ 0.019017728805541992,
207
+ 0.019072000503540038,
208
+ 0.01843916893005371,
209
+ 0.01863270378112793,
210
+ 0.0186296329498291,
211
+ 0.01863680076599121,
212
+ 0.01865216064453125,
213
+ 0.018307071685791015,
214
+ 0.018351104736328124,
215
+ 0.0184453125,
216
+ 0.018766847610473633,
217
+ 0.01859174346923828,
218
+ 0.018505727767944336,
219
+ 0.018408447265625,
220
+ 0.018278432846069337,
221
+ 0.018415584564208984,
222
+ 0.01887027168273926,
223
+ 0.01840025520324707,
224
+ 0.01842278480529785,
225
+ 0.018473983764648438,
226
+ 0.01886412811279297,
227
+ 0.019777536392211914,
228
+ 0.018973695755004884,
229
+ 0.018710527420043945,
230
+ 0.0186562557220459,
231
+ 0.017718271255493166,
232
+ 0.018265119552612306,
233
+ 0.018587615966796874,
234
+ 0.018753599166870118,
235
+ 0.018248640060424804,
236
+ 0.018335744857788085,
237
+ 0.018067455291748045,
238
+ 0.017878015518188475,
239
+ 0.017772544860839845,
240
+ 0.01742950439453125,
241
+ 0.017332223892211913,
242
+ 0.017298431396484376,
243
+ 0.017286207199096678,
244
+ 0.017284032821655273,
245
+ 0.01764659118652344,
246
+ 0.017836032867431642,
247
+ 0.01778483200073242,
248
+ 0.017829887390136717,
249
+ 0.01785856056213379,
250
+ 0.017811456680297853,
251
+ 0.017743871688842772,
252
+ 0.01778892707824707,
253
+ 0.017811456680297853,
254
+ 0.017900543212890627
 
255
  ]
256
  },
257
  "throughput": {
258
  "unit": "tokens/s",
259
+ "value": 54.53264343003182
260
  },
261
  "energy": null,
262
  "efficiency": null