Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
504900d
·
verified ·
1 Parent(s): f5f2e49

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 +244 -211
cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark_report.json CHANGED
@@ -2,267 +2,300 @@
2
  "prefill": {
3
  "memory": {
4
  "unit": "MB",
5
- "max_ram": 1062.52288,
6
  "max_global_vram": 1365.77024,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 725.614592,
9
- "max_allocated": 522.0096
10
  },
11
  "latency": {
12
  "unit": "s",
13
- "count": 57,
14
- "total": 0.4983152017593383,
15
- "mean": 0.008742371960690148,
16
- "stdev": 0.0004222156358587417,
17
- "p50": 0.008882847785949707,
18
- "p90": 0.009197088050842284,
19
- "p95": 0.009360461044311524,
20
- "p99": 0.009670699615478515,
21
  "values": [
22
- 0.009965824127197266,
23
- 0.009438816070556641,
24
- 0.009359840393066407,
25
- 0.0093024320602417,
26
- 0.008792223930358887,
27
- 0.008888544082641602,
28
- 0.008867775917053223,
29
- 0.009094623565673829,
30
- 0.009240960121154785,
31
- 0.008882847785949707,
32
- 0.009085887908935547,
33
- 0.009070976257324219,
34
- 0.009018943786621094,
35
- 0.008963199615478515,
36
- 0.008942912101745606,
37
- 0.008921024322509765,
38
- 0.009003647804260254,
39
- 0.009167840003967285,
40
- 0.008854751586914062,
41
- 0.008989919662475586,
42
- 0.00901625633239746,
43
- 0.008969984054565429,
44
- 0.008952192306518555,
45
- 0.008916192054748535,
46
- 0.008904128074645997,
47
- 0.008988224029541015,
48
- 0.009362943649291992,
49
- 0.008916576385498047,
50
- 0.00898316764831543,
51
- 0.008892095565795899,
52
- 0.008748096466064453,
53
- 0.008530303955078125,
54
- 0.008467424392700195,
55
- 0.008783040046691894,
56
- 0.009136832237243653,
57
- 0.00889129638671875,
58
- 0.008881248474121094,
59
- 0.008704352378845214,
60
- 0.008384639739990235,
61
- 0.008394880294799805,
62
- 0.008116703987121582,
63
- 0.008188672065734863,
64
- 0.008260224342346191,
65
- 0.008084320068359374,
66
- 0.008349696159362792,
67
- 0.008397120475769043,
68
- 0.008442367553710937,
69
- 0.008331263542175293,
70
- 0.008096799850463868,
71
- 0.00808944034576416,
72
- 0.00808454418182373,
73
- 0.00813270378112793,
74
- 0.008184127807617188,
75
- 0.00816476821899414,
76
- 0.008204480171203614,
77
- 0.008236127853393555,
78
- 0.008274975776672364
 
 
 
 
 
 
 
 
 
 
 
79
  ]
80
  },
81
  "throughput": {
82
  "unit": "tokens/s",
83
- "value": 228.7708655034296
84
  },
85
  "energy": {
86
  "unit": "kWh",
87
- "cpu": 1.0115508053262356e-07,
88
- "ram": 5.5303959849833655e-08,
89
- "gpu": 1.8881135632203396e-07,
90
- "total": 3.4527039670449115e-07
91
  },
92
  "efficiency": {
93
  "unit": "tokens/kWh",
94
- "value": 5792561.479609714
95
  }
96
  },
97
  "decode": {
98
  "memory": {
99
  "unit": "MB",
100
- "max_ram": 1062.52288,
101
  "max_global_vram": 1365.77024,
102
  "max_process_vram": 0.0,
103
  "max_reserved": 725.614592,
104
- "max_allocated": 522.46016
105
  },
106
  "latency": {
107
  "unit": "s",
108
- "count": 57,
109
- "total": 0.5100413417816163,
110
- "mean": 0.00894809371546695,
111
- "stdev": 0.0004090606588458568,
112
- "p50": 0.009119135856628418,
113
- "p90": 0.009317683219909669,
114
- "p95": 0.009487904357910157,
115
- "p99": 0.009697022323608398,
116
  "values": [
117
- 0.009783647537231445,
118
- 0.009628959655761719,
119
- 0.009589920043945313,
120
- 0.009151007652282715,
121
- 0.00928268814086914,
122
- 0.00912390422821045,
123
- 0.009194463729858398,
124
- 0.00926915168762207,
125
- 0.009199456214904785,
126
- 0.009235456466674804,
127
- 0.00931158447265625,
128
- 0.009315072059631347,
129
- 0.009132287979125976,
130
- 0.00904854393005371,
131
- 0.00913539218902588,
132
- 0.009230655670166016,
133
- 0.009377887725830078,
134
- 0.009273856163024903,
135
- 0.00925881576538086,
136
- 0.009074175834655761,
137
- 0.00932159996032715,
138
- 0.009180800437927246,
139
- 0.009077343940734863,
140
- 0.00914080047607422,
141
- 0.009304479598999023,
142
- 0.009302080154418945,
143
- 0.0092325439453125,
144
- 0.009272255897521973,
145
- 0.009201888084411622,
146
- 0.00879535961151123,
147
- 0.009007488250732422,
148
- 0.008488927841186523,
149
- 0.008744895935058594,
150
- 0.008985856056213378,
151
- 0.009462400436401367,
152
- 0.009263232231140136,
153
- 0.008924575805664062,
154
- 0.00869379234313965,
155
- 0.008495903968811036,
156
- 0.008454015731811523,
157
- 0.008355551719665528,
158
- 0.008474783897399902,
159
- 0.008245311737060546,
160
- 0.009119135856628418,
161
- 0.008650624275207519,
162
- 0.008602815628051758,
163
- 0.008648703575134278,
164
- 0.00825654411315918,
165
- 0.008229951858520507,
166
- 0.008270624160766602,
167
- 0.008840383529663086,
168
- 0.008441120147705079,
169
- 0.008228639602661132,
170
- 0.008371711730957031,
171
- 0.00836348819732666,
172
- 0.008482687950134278,
173
- 0.008492095947265625
 
 
 
 
 
 
 
 
 
 
 
174
  ]
175
  },
176
  "throughput": {
177
  "unit": "tokens/s",
178
- "value": 111.75564671070454
179
  },
180
  "energy": {
181
  "unit": "kWh",
182
- "cpu": 9.499782324481336e-08,
183
- "ram": 5.193595891701306e-08,
184
- "gpu": 1.7821534895665087e-07,
185
- "total": 3.2514913111847746e-07
186
  },
187
  "efficiency": {
188
  "unit": "tokens/kWh",
189
- "value": 3075511.832247896
190
  }
191
  },
192
  "per_token": {
193
  "memory": null,
194
  "latency": {
195
  "unit": "s",
196
- "count": 56,
197
- "total": 0.9905848293304443,
198
- "mean": 0.017689014809472218,
199
- "stdev": 0.0007720959012951471,
200
- "p50": 0.01807360076904297,
201
- "p90": 0.018507776260375978,
202
- "p95": 0.018618112087249755,
203
- "p99": 0.019045069408416746,
204
  "values": [
205
- 0.019127296447753905,
206
- 0.018977792739868164,
207
- 0.018549760818481444,
208
- 0.018060287475585936,
209
- 0.018084863662719726,
210
- 0.018099199295043944,
211
- 0.018381824493408205,
212
- 0.018515968322753908,
213
- 0.018127872467041017,
214
- 0.018440191268920898,
215
- 0.01843507194519043,
216
- 0.01818726348876953,
217
- 0.018066432952880858,
218
- 0.018099199295043944,
219
- 0.018145280838012694,
220
- 0.01841766357421875,
221
- 0.018499584197998048,
222
- 0.01808076858520508,
223
- 0.018176000595092775,
224
- 0.018361343383789062,
225
- 0.018177087783813477,
226
- 0.018085823059082032,
227
- 0.018095104217529297,
228
- 0.018249727249145507,
229
- 0.018300928115844727,
230
- 0.01863884735107422,
231
- 0.018198528289794923,
232
- 0.018268159866333008,
233
- 0.017737728118896484,
234
- 0.017789951324462892,
235
- 0.017146879196166993,
236
- 0.017146879196166993,
237
- 0.01782067108154297,
238
- 0.018611200332641603,
239
- 0.01822105598449707,
240
- 0.017869823455810546,
241
- 0.017473535537719728,
242
- 0.016912384033203123,
243
- 0.01685606384277344,
244
- 0.016521215438842773,
245
- 0.016675840377807616,
246
- 0.016545791625976563,
247
- 0.01722265625,
248
- 0.016974847793579103,
249
- 0.017062911987304686,
250
- 0.017137664794921875,
251
- 0.01662259292602539,
252
- 0.01635430335998535,
253
- 0.0163768310546875,
254
- 0.016542720794677734,
255
- 0.016995328903198242,
256
- 0.016458751678466797,
257
- 0.01655705642700195,
258
- 0.016587776184082033,
259
- 0.016738304138183592,
260
- 0.016776191711425782
 
 
 
 
 
 
 
 
 
 
 
261
  ]
262
  },
263
  "throughput": {
264
  "unit": "tokens/s",
265
- "value": 56.532260884564025
266
  },
267
  "energy": null,
268
  "efficiency": null
 
2
  "prefill": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 1039.458304,
6
  "max_global_vram": 1365.77024,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 725.614592,
9
+ "max_allocated": 522.210816
10
  },
11
  "latency": {
12
  "unit": "s",
13
+ "count": 68,
14
+ "total": 0.48493798398971555,
15
+ "mean": 0.007131440941025228,
16
+ "stdev": 0.00029395819693826206,
17
+ "p50": 0.007174463987350464,
18
+ "p90": 0.007287292861938476,
19
+ "p95": 0.007684726333618164,
20
+ "p99": 0.008294362554550171,
21
  "values": [
22
+ 0.008447615623474122,
23
+ 0.008218879699707032,
24
+ 0.007844511985778808,
25
+ 0.007542912006378174,
26
+ 0.006943967819213867,
27
+ 0.006996640205383301,
28
+ 0.00689299201965332,
29
+ 0.007204192161560059,
30
+ 0.007282464027404785,
31
+ 0.007198719978332519,
32
+ 0.0072436161041259765,
33
+ 0.007202464103698731,
34
+ 0.007231328010559082,
35
+ 0.007192831993103027,
36
+ 0.007230688095092774,
37
+ 0.007177919864654541,
38
+ 0.00716435194015503,
39
+ 0.0068875842094421385,
40
+ 0.006888000011444092,
41
+ 0.006874656200408936,
42
+ 0.0068873920440673825,
43
+ 0.006909408092498779,
44
+ 0.0069064640998840335,
45
+ 0.006939519882202148,
46
+ 0.00688972806930542,
47
+ 0.00689683198928833,
48
+ 0.006887551784515381,
49
+ 0.006920383930206299,
50
+ 0.006892320156097412,
51
+ 0.006917407989501953,
52
+ 0.006912831783294678,
53
+ 0.006889120101928711,
54
+ 0.006960512161254883,
55
+ 0.0068839359283447265,
56
+ 0.006902976036071777,
57
+ 0.006928160190582276,
58
+ 0.006895552158355713,
59
+ 0.006924191951751709,
60
+ 0.00729856014251709,
61
+ 0.007239840030670166,
62
+ 0.0072295360565185545,
63
+ 0.0072212800979614255,
64
+ 0.007197663784027099,
65
+ 0.007215807914733887,
66
+ 0.007207263946533203,
67
+ 0.007018752098083496,
68
+ 0.007181087970733643,
69
+ 0.007221471786499023,
70
+ 0.0071881599426269534,
71
+ 0.007199071884155274,
72
+ 0.0071840319633483885,
73
+ 0.007204544067382812,
74
+ 0.007246240139007569,
75
+ 0.007189119815826416,
76
+ 0.0077610878944396975,
77
+ 0.007249599933624268,
78
+ 0.00718668794631958,
79
+ 0.007405824184417724,
80
+ 0.0072178559303283695,
81
+ 0.0071653761863708495,
82
+ 0.0071710081100463865,
83
+ 0.007217055797576905,
84
+ 0.0068576960563659665,
85
+ 0.006898303985595703,
86
+ 0.006881951808929443,
87
+ 0.006929408073425293,
88
+ 0.006899007797241211,
89
+ 0.006844064235687256
90
  ]
91
  },
92
  "throughput": {
93
  "unit": "tokens/s",
94
+ "value": 280.44823150599865
95
  },
96
  "energy": {
97
  "unit": "kWh",
98
+ "cpu": 8.627876591375293e-08,
99
+ "ram": 4.717262999567957e-08,
100
+ "gpu": 1.644163956231878e-07,
101
+ "total": 2.9786779153262034e-07
102
  },
103
  "efficiency": {
104
  "unit": "tokens/kWh",
105
+ "value": 6714388.2516112
106
  }
107
  },
108
  "decode": {
109
  "memory": {
110
  "unit": "MB",
111
+ "max_ram": 1039.458304,
112
  "max_global_vram": 1365.77024,
113
  "max_process_vram": 0.0,
114
  "max_reserved": 725.614592,
115
+ "max_allocated": 522.43456
116
  },
117
  "latency": {
118
  "unit": "s",
119
+ "count": 68,
120
+ "total": 0.5171193952560422,
121
+ "mean": 0.007604696989059447,
122
+ "stdev": 0.00040966541479903483,
123
+ "p50": 0.00763976001739502,
124
+ "p90": 0.007730006551742554,
125
+ "p95": 0.008339572620391845,
126
+ "p99": 0.009120347270965574,
127
  "values": [
128
+ 0.008683744430541993,
129
+ 0.00871014404296875,
130
+ 0.008645119667053223,
131
+ 0.007395328044891358,
132
+ 0.0073640642166137695,
133
+ 0.007326879978179932,
134
+ 0.007357696056365967,
135
+ 0.00768726396560669,
136
+ 0.007669151782989502,
137
+ 0.007637887954711914,
138
+ 0.007674176216125489,
139
+ 0.007772128105163575,
140
+ 0.0076900157928466795,
141
+ 0.007660863876342773,
142
+ 0.0076845440864562985,
143
+ 0.007711071968078614,
144
+ 0.007665599822998047,
145
+ 0.007329728126525879,
146
+ 0.007329792022705078,
147
+ 0.007325151920318604,
148
+ 0.007320543766021728,
149
+ 0.0072847681045532225,
150
+ 0.007570208072662354,
151
+ 0.007285952091217041,
152
+ 0.0074327998161315915,
153
+ 0.007322624206542969,
154
+ 0.0073311362266540525,
155
+ 0.007313888072967529,
156
+ 0.007309792041778565,
157
+ 0.007319104194641113,
158
+ 0.007310688018798828,
159
+ 0.007327104091644287,
160
+ 0.007347775936126709,
161
+ 0.007312895774841309,
162
+ 0.0073368000984191896,
163
+ 0.007304992198944092,
164
+ 0.007336160182952881,
165
+ 0.007406400203704834,
166
+ 0.0077044801712036134,
167
+ 0.007722432136535644,
168
+ 0.007652448177337646,
169
+ 0.007683551788330078,
170
+ 0.007673600196838379,
171
+ 0.00769916820526123,
172
+ 0.007692543983459472,
173
+ 0.0076436161994934086,
174
+ 0.0077491202354431155,
175
+ 0.007641632080078125,
176
+ 0.007651264190673828,
177
+ 0.007664576053619385,
178
+ 0.007747680187225342,
179
+ 0.00766864013671875,
180
+ 0.007615871906280517,
181
+ 0.0076921281814575195,
182
+ 0.007714848041534424,
183
+ 0.007693920135498047,
184
+ 0.009953184127807617,
185
+ 0.0077181758880615235,
186
+ 0.00762390422821045,
187
+ 0.007653920173645019,
188
+ 0.0076488637924194336,
189
+ 0.007650335788726806,
190
+ 0.007351871967315674,
191
+ 0.007425024032592774,
192
+ 0.0073173117637634275,
193
+ 0.007330687999725341,
194
+ 0.007307040214538574,
195
+ 0.007333568096160889
196
  ]
197
  },
198
  "throughput": {
199
  "unit": "tokens/s",
200
+ "value": 131.49767853192012
201
  },
202
  "energy": {
203
  "unit": "kWh",
204
+ "cpu": 8.338956890337655e-08,
205
+ "ram": 4.55946940306796e-08,
206
+ "gpu": 1.5554020954824434e-07,
207
+ "total": 2.845244724823004e-07
208
  },
209
  "efficiency": {
210
  "unit": "tokens/kWh",
211
+ "value": 3514636.1621396476
212
  }
213
  },
214
  "per_token": {
215
  "memory": null,
216
  "latency": {
217
  "unit": "s",
218
+ "count": 67,
219
+ "total": 0.9870233640670779,
220
+ "mean": 0.014731692001001159,
221
+ "stdev": 0.0005640544464333131,
222
+ "p50": 0.014849023818969726,
223
+ "p90": 0.015012249374389648,
224
+ "p95": 0.015458406448364256,
225
+ "p99": 0.016954757080078126,
226
  "values": [
227
+ 0.016934911727905275,
228
+ 0.016328704833984374,
229
+ 0.015370240211486816,
230
+ 0.014358528137207031,
231
+ 0.014344191551208496,
232
+ 0.0142807035446167,
233
+ 0.01490227222442627,
234
+ 0.01496985626220703,
235
+ 0.014883839607238769,
236
+ 0.014938112258911132,
237
+ 0.014999551773071289,
238
+ 0.014952447891235352,
239
+ 0.014889984130859376,
240
+ 0.014928895950317383,
241
+ 0.014919679641723632,
242
+ 0.014833663940429688,
243
+ 0.014295040130615234,
244
+ 0.014236672401428223,
245
+ 0.014229503631591797,
246
+ 0.014239744186401367,
247
+ 0.014221311569213867,
248
+ 0.014482432365417481,
249
+ 0.014253055572509766,
250
+ 0.014369791984558105,
251
+ 0.014236672401428223,
252
+ 0.014252032279968262,
253
+ 0.014264320373535156,
254
+ 0.014228480339050293,
255
+ 0.014262271881103515,
256
+ 0.014232576370239258,
257
+ 0.014261247634887696,
258
+ 0.014336000442504883,
259
+ 0.01422646427154541,
260
+ 0.014259167671203613,
261
+ 0.014264320373535156,
262
+ 0.014255104064941406,
263
+ 0.014360575675964356,
264
+ 0.015031295776367188,
265
+ 0.014996479988098145,
266
+ 0.014898176193237305,
267
+ 0.014942208290100097,
268
+ 0.014905344009399414,
269
+ 0.014940159797668457,
270
+ 0.014922752380371093,
271
+ 0.01470464038848877,
272
+ 0.014958592414855957,
273
+ 0.014888959884643555,
274
+ 0.014838784217834473,
275
+ 0.01491763210296631,
276
+ 0.014964735984802247,
277
+ 0.014892031669616699,
278
+ 0.014897151947021485,
279
+ 0.01490124797821045,
280
+ 0.01549619197845459,
281
+ 0.014972928047180176,
282
+ 0.0169932804107666,
283
+ 0.015349760055541992,
284
+ 0.014850048065185547,
285
+ 0.01486847972869873,
286
+ 0.014849023818969726,
287
+ 0.01488486385345459,
288
+ 0.014264320373535156,
289
+ 0.014336000442504883,
290
+ 0.014228480339050293,
291
+ 0.014295040130615234,
292
+ 0.014208000183105468,
293
+ 0.014224384307861328
294
  ]
295
  },
296
  "throughput": {
297
  "unit": "tokens/s",
298
+ "value": 67.88086527549181
299
  },
300
  "energy": null,
301
  "efficiency": null