Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
278ce41
·
verified ·
1 Parent(s): 1b948a7

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 +268 -271
cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark_report.json CHANGED
@@ -2,7 +2,7 @@
2
  "load": {
3
  "memory": {
4
  "unit": "MB",
5
- "max_ram": 720.4864,
6
  "max_global_vram": 1355.28448,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 725.614592,
@@ -11,31 +11,31 @@
11
  "latency": {
12
  "unit": "s",
13
  "count": 1,
14
- "total": 7.15319287109375,
15
- "mean": 7.15319287109375,
16
  "stdev": 0.0,
17
- "p50": 7.15319287109375,
18
- "p90": 7.15319287109375,
19
- "p95": 7.15319287109375,
20
- "p99": 7.15319287109375,
21
  "values": [
22
- 7.15319287109375
23
  ]
24
  },
25
  "throughput": null,
26
  "energy": {
27
  "unit": "kWh",
28
- "cpu": 9.665358397695752e-07,
29
- "ram": 5.140364656569811e-07,
30
- "gpu": 1.7533347359999403e-06,
31
- "total": 3.2339070414264964e-06
32
  },
33
  "efficiency": null
34
  },
35
  "prefill": {
36
  "memory": {
37
  "unit": "MB",
38
- "max_ram": 1020.379136,
39
  "max_global_vram": 1365.77024,
40
  "max_process_vram": 0.0,
41
  "max_reserved": 725.614592,
@@ -43,111 +43,110 @@
43
  },
44
  "latency": {
45
  "unit": "s",
46
- "count": 74,
47
- "total": 0.4869484157562257,
48
- "mean": 0.006580383996705751,
49
- "stdev": 0.0003519281716430223,
50
- "p50": 0.006724047899246216,
51
- "p90": 0.0069613247394561765,
52
- "p95": 0.007064737629890441,
53
- "p99": 0.007236601600646973,
54
  "values": [
55
- 0.007321631908416748,
56
- 0.007148416042327881,
57
- 0.006850080013275146,
58
- 0.006825759887695313,
59
- 0.006775392055511475,
60
- 0.006675648212432861,
61
- 0.0067263998985290525,
62
- 0.006947199821472168,
63
- 0.006817311763763428,
64
- 0.006817471981048584,
65
- 0.006948895931243896,
66
- 0.006857344150543213,
67
- 0.006758463859558105,
68
- 0.0068726401329040525,
69
- 0.006879648208618164,
70
- 0.0066154241561889645,
71
- 0.006791584014892578,
72
- 0.006975071907043457,
73
- 0.006792575836181641,
74
- 0.00710640001296997,
75
- 0.006949535846710205,
76
- 0.006857215881347656,
77
- 0.006969312191009522,
78
- 0.006962111949920654,
79
- 0.006711328029632568,
80
- 0.006933792114257813,
81
- 0.006848320007324219,
82
- 0.006723680019378662,
83
- 0.0067478718757629395,
84
- 0.006738239765167236,
85
- 0.006786303997039795,
86
- 0.0070423040390014645,
87
- 0.006959487915039062,
88
- 0.0068336639404296875,
89
- 0.006724415779113769,
90
- 0.006926112174987793,
91
- 0.007205152034759522,
92
- 0.0068096318244934085,
93
- 0.006459616184234619,
94
- 0.006235263824462891,
95
- 0.006723135948181152,
96
- 0.006848320007324219,
97
- 0.006927072048187256,
98
- 0.006770944118499756,
99
- 0.006331200122833252,
100
- 0.006334047794342041,
101
- 0.006406623840332032,
102
- 0.006333471775054932,
103
- 0.0062512001991271975,
104
- 0.00617900800704956,
105
- 0.0061898880004882815,
106
- 0.006169472217559814,
107
- 0.006154880046844482,
108
- 0.006144544124603271,
109
- 0.0061536960601806644,
110
- 0.00616483211517334,
111
- 0.006159584045410157,
112
- 0.0061487040519714355,
113
- 0.0061627840995788575,
114
- 0.00613267183303833,
115
- 0.006123263835906983,
116
- 0.006209472179412842,
117
- 0.006246528148651123,
118
- 0.006164063930511474,
119
- 0.006135871887207031,
120
- 0.0061662721633911136,
121
- 0.006173088073730469,
122
- 0.006159008026123047,
123
- 0.006165631771087646,
124
- 0.0061356801986694335,
125
- 0.006171648025512695,
126
- 0.00614572811126709,
127
- 0.006161407947540283,
128
- 0.00617795181274414
129
  ]
130
  },
131
  "throughput": {
132
  "unit": "tokens/s",
133
- "value": 303.9336307731027
134
  },
135
  "energy": {
136
  "unit": "kWh",
137
- "cpu": 7.728258897731832e-08,
138
- "ram": 4.225402698442811e-08,
139
- "gpu": 1.4966822940259717e-07,
140
- "total": 2.692048453643436e-07
141
  },
142
  "efficiency": {
143
  "unit": "tokens/kWh",
144
- "value": 7429286.784542035
145
  }
146
  },
147
  "decode": {
148
  "memory": {
149
  "unit": "MB",
150
- "max_ram": 1036.292096,
151
  "max_global_vram": 1365.77024,
152
  "max_process_vram": 0.0,
153
  "max_reserved": 725.614592,
@@ -155,199 +154,197 @@
155
  },
156
  "latency": {
157
  "unit": "s",
158
- "count": 74,
159
- "total": 0.5153253121376039,
160
- "mean": 0.006963855569427077,
161
- "stdev": 0.0004154364911539072,
162
- "p50": 0.007117264032363891,
163
- "p90": 0.007437823963165283,
164
- "p95": 0.0075187824010848996,
165
- "p99": 0.007895982584953307,
166
  "values": [
167
- 0.0075976958274841305,
168
- 0.007245408058166504,
169
- 0.007594016075134278,
170
- 0.00734822416305542,
171
- 0.007298399925231933,
172
- 0.007154399871826172,
173
- 0.007265215873718262,
174
- 0.007302815914154053,
175
- 0.0079552001953125,
176
- 0.0074651517868042,
177
- 0.007265471935272217,
178
- 0.0072820158004760745,
179
- 0.007229279994964599,
180
- 0.00725648021697998,
181
- 0.007043615818023681,
182
- 0.007092544078826904,
183
- 0.007072768211364746,
184
- 0.007285823822021484,
185
- 0.007340735912322998,
186
- 0.007345823764801025,
187
- 0.007267839908599853,
188
- 0.007478271961212158,
189
- 0.007460000038146973,
190
- 0.007276895999908447,
191
- 0.0071419839859008785,
192
- 0.0072009282112121585,
193
- 0.007291327953338623,
194
- 0.00719209623336792,
195
- 0.007159615993499756,
196
- 0.0071922879219055175,
197
- 0.007386079788208008,
198
- 0.0072798080444335935,
199
- 0.007267615795135498,
200
- 0.007254816055297851,
201
- 0.007383008003234864,
202
- 0.007874080181121826,
203
- 0.007090976238250732,
204
- 0.007244128227233887,
205
- 0.006539711952209473,
206
- 0.006626368045806885,
207
- 0.007142335891723633,
208
- 0.007254816055297851,
209
- 0.007474559783935547,
210
- 0.006737023830413818,
211
- 0.006666880130767822,
212
- 0.006635392189025879,
213
- 0.0067786240577697755,
214
- 0.006795167922973633,
215
- 0.006467455863952636,
216
- 0.0064704642295837405,
217
- 0.006448351860046387,
218
- 0.006468416213989258,
219
- 0.006493631839752197,
220
- 0.00647814416885376,
221
- 0.006476704120635986,
222
- 0.006481184005737305,
223
- 0.006462175846099854,
224
- 0.006481696128845215,
225
- 0.006491199970245361,
226
- 0.006471839904785157,
227
- 0.006583072185516357,
228
- 0.006509600162506103,
229
- 0.0065064959526062015,
230
- 0.006481311798095703,
231
- 0.006495520114898682,
232
- 0.0064934720993041995,
233
- 0.00649455976486206,
234
- 0.006510560035705566,
235
- 0.006480607986450195,
236
- 0.006487008094787598,
237
- 0.006510272026062012,
238
- 0.00649183988571167,
239
- 0.006500256061553955,
240
- 0.006555744171142578
241
  ]
242
  },
243
  "throughput": {
244
  "unit": "tokens/s",
245
- "value": 143.59861287046638
246
  },
247
  "energy": {
248
  "unit": "kWh",
249
- "cpu": 7.271953418979913e-08,
250
- "ram": 3.960869717288538e-08,
251
- "gpu": 1.423910320224024e-07,
252
- "total": 2.54719263385087e-07
253
  },
254
  "efficiency": {
255
  "unit": "tokens/kWh",
256
- "value": 3925890.7501164945
257
  }
258
  },
259
  "per_token": {
260
  "memory": null,
261
  "latency": {
262
  "unit": "s",
263
- "count": 74,
264
- "total": 0.4810137934684753,
265
- "mean": 0.0065001863982226404,
266
- "stdev": 0.0003506041379186515,
267
- "p50": 0.006631936073303223,
268
- "p90": 0.006875238370895386,
269
- "p95": 0.0069849086523056025,
270
- "p99": 0.007361720457077027,
271
  "values": [
272
- 0.007046144008636474,
273
- 0.006685696125030518,
274
- 0.007079936027526855,
275
- 0.006822944164276123,
276
- 0.006802432060241699,
277
- 0.0066406397819519045,
278
- 0.0067420158386230465,
279
- 0.006772736072540283,
280
- 0.007387135982513428,
281
- 0.006938623905181885,
282
- 0.006748159885406494,
283
- 0.006772736072540283,
284
- 0.006713312149047851,
285
- 0.006738944053649902,
286
- 0.006536191940307618,
287
- 0.006595583915710449,
288
- 0.006560768127441406,
289
  0.006766592025756836,
290
- 0.006782976150512696,
291
- 0.006822912216186523,
292
- 0.0067348480224609375,
293
- 0.0068853759765625,
294
- 0.006937600135803222,
295
- 0.006747136116027832,
296
- 0.006631423950195312,
297
- 0.0066826238632202144,
298
  0.0067870721817016606,
299
- 0.0066713600158691405,
300
- 0.006651904106140137,
301
- 0.006668288230895996,
302
- 0.006851583957672119,
303
- 0.006760447978973389,
304
- 0.0067573761940002445,
305
- 0.00673689603805542,
306
- 0.006774784088134766,
307
- 0.007352320194244385,
308
- 0.006632448196411133,
309
- 0.006743040084838867,
310
- 0.006146048069000244,
311
- 0.006202367782592774,
312
- 0.006632448196411133,
313
- 0.006737919807434082,
314
- 0.006951935768127441,
315
- 0.006336512088775635,
316
- 0.006276095867156982,
317
- 0.006245376110076905,
318
- 0.006385663986206055,
319
- 0.006402048110961914,
320
- 0.00608358383178711,
321
- 0.006086624145507812,
322
- 0.00606822395324707,
323
- 0.006085631847381592,
324
- 0.006102015972137451,
325
- 0.006097919940948486,
326
- 0.006093823909759521,
327
- 0.006100992202758789,
328
- 0.006080512046813965,
329
- 0.006098944187164307,
330
- 0.006097919940948486,
331
- 0.006090752124786377,
332
- 0.006197311878204346,
333
- 0.006118400096893311,
334
- 0.006088704109191895,
335
- 0.006089727878570556,
336
- 0.006112256050109863,
337
- 0.006113279819488526,
338
- 0.006114304065704346,
339
- 0.006118400096893311,
340
- 0.006076416015625,
341
- 0.006093823909759521,
342
- 0.006127615928649902,
343
- 0.006111231803894043,
344
- 0.006116352081298828,
345
- 0.006169600009918213
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
346
  ]
347
  },
348
  "throughput": {
349
  "unit": "tokens/s",
350
- "value": 153.8417421804138
351
  },
352
  "energy": null,
353
  "efficiency": null
 
2
  "load": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 720.494592,
6
  "max_global_vram": 1355.28448,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 725.614592,
 
11
  "latency": {
12
  "unit": "s",
13
  "count": 1,
14
+ "total": 7.1412314453125,
15
+ "mean": 7.1412314453125,
16
  "stdev": 0.0,
17
+ "p50": 7.1412314453125,
18
+ "p90": 7.1412314453125,
19
+ "p95": 7.1412314453125,
20
+ "p99": 7.1412314453125,
21
  "values": [
22
+ 7.1412314453125
23
  ]
24
  },
25
  "throughput": null,
26
  "energy": {
27
  "unit": "kWh",
28
+ "cpu": 9.708394606908162e-07,
29
+ "ram": 5.162872428070386e-07,
30
+ "gpu": 0.0,
31
+ "total": 1.4871267034978547e-06
32
  },
33
  "efficiency": null
34
  },
35
  "prefill": {
36
  "memory": {
37
  "unit": "MB",
38
+ "max_ram": 1026.289664,
39
  "max_global_vram": 1365.77024,
40
  "max_process_vram": 0.0,
41
  "max_reserved": 725.614592,
 
43
  },
44
  "latency": {
45
  "unit": "s",
46
+ "count": 73,
47
+ "total": 0.485422142982483,
48
+ "mean": 0.006649618397020314,
49
+ "stdev": 0.00035799397905417614,
50
+ "p50": 0.006753087997436524,
51
+ "p90": 0.006970566272735596,
52
+ "p95": 0.007036307239532471,
53
+ "p99": 0.007694143905639649,
54
  "values": [
55
+ 0.007531519889831543,
56
+ 0.007045119762420654,
57
+ 0.006899424076080322,
58
+ 0.006876639842987061,
59
+ 0.006944992065429687,
60
+ 0.006654911994934082,
61
+ 0.006786623954772949,
62
+ 0.006919424057006836,
63
+ 0.006899295806884765,
64
+ 0.006897024154663086,
65
+ 0.0068954238891601564,
66
+ 0.006932447910308838,
67
+ 0.006801407814025879,
68
+ 0.006849984169006348,
69
+ 0.0069120960235595705,
70
+ 0.006753087997436524,
71
+ 0.006754720211029052,
72
+ 0.006819231986999512,
73
+ 0.0069119038581848145,
74
+ 0.007000832080841064,
75
+ 0.007094079971313476,
76
+ 0.006773248195648194,
77
+ 0.006953695774078369,
78
+ 0.006897503852844238,
79
+ 0.0066761598587036135,
80
+ 0.006878655910491943,
81
+ 0.006974783897399903,
82
+ 0.006785215854644776,
83
+ 0.006920896053314209,
84
+ 0.0068228478431701664,
85
+ 0.007030432224273682,
86
+ 0.006934463977813721,
87
+ 0.006907519817352295,
88
+ 0.006884223937988281,
89
+ 0.00683523178100586,
90
+ 0.006646975994110107,
91
+ 0.0064824318885803225,
92
+ 0.006563744068145752,
93
+ 0.006336512088775635,
94
+ 0.006423999786376953,
95
+ 0.006805247783660888,
96
+ 0.008112319946289063,
97
+ 0.006992671966552734,
98
+ 0.006881696224212646,
99
+ 0.006682432174682617,
100
+ 0.006651264190673828,
101
+ 0.0064666237831115725,
102
+ 0.00646617603302002,
103
+ 0.006294112205505371,
104
+ 0.006275551795959473,
105
+ 0.006230944156646728,
106
+ 0.00642460823059082,
107
+ 0.0062650880813598635,
108
+ 0.0062390718460083,
109
+ 0.006256959915161133,
110
+ 0.006221343994140625,
111
+ 0.006231776237487793,
112
+ 0.00626691198348999,
113
+ 0.006257728099822998,
114
+ 0.006265503883361816,
115
+ 0.006217567920684814,
116
+ 0.006290815830230713,
117
+ 0.0062408638000488285,
118
+ 0.0062568001747131344,
119
+ 0.0062390718460083,
120
+ 0.006246272087097168,
121
+ 0.006261536121368408,
122
+ 0.006266496181488037,
123
+ 0.006218656063079834,
124
+ 0.0062722558975219726,
125
+ 0.006275775909423828,
126
+ 0.006241504192352295,
127
+ 0.006197760105133057
 
128
  ]
129
  },
130
  "throughput": {
131
  "unit": "tokens/s",
132
+ "value": 300.7691390074651
133
  },
134
  "energy": {
135
  "unit": "kWh",
136
+ "cpu": 7.815339891185537e-08,
137
+ "ram": 4.2730826785088996e-08,
138
+ "gpu": 1.5339559055263233e-07,
139
+ "total": 2.742798162495767e-07
140
  },
141
  "efficiency": {
142
  "unit": "tokens/kWh",
143
+ "value": 7291823.464618814
144
  }
145
  },
146
  "decode": {
147
  "memory": {
148
  "unit": "MB",
149
+ "max_ram": 1041.661952,
150
  "max_global_vram": 1365.77024,
151
  "max_process_vram": 0.0,
152
  "max_reserved": 725.614592,
 
154
  },
155
  "latency": {
156
  "unit": "s",
157
+ "count": 73,
158
+ "total": 0.5129073281288149,
159
+ "mean": 0.007026127782586504,
160
+ "stdev": 0.0004121627169880719,
161
+ "p50": 0.007116320133209228,
162
+ "p90": 0.007332575798034668,
163
+ "p95": 0.007472716712951659,
164
+ "p99": 0.008458050231933594,
165
  "values": [
166
+ 0.0075131521224975585,
167
+ 0.0073006081581115725,
168
+ 0.00727020788192749,
169
+ 0.007307168006896973,
170
+ 0.007088736057281494,
171
+ 0.007170944213867187,
172
+ 0.0073005762100219725,
173
+ 0.007321951866149902,
174
+ 0.007906623840332031,
175
+ 0.007312191963195801,
176
+ 0.007300352096557617,
177
+ 0.007290080070495606,
178
+ 0.007297760009765625,
179
+ 0.007290463924407959,
180
+ 0.007256959915161133,
181
+ 0.007184288024902344,
182
+ 0.007141056060791015,
183
+ 0.007223968029022217,
184
+ 0.007335231781005859,
185
+ 0.007321311950683594,
186
+ 0.007175519943237305,
187
+ 0.007445759773254394,
188
+ 0.007206463813781738,
189
+ 0.007232704162597656,
190
+ 0.007114816188812256,
191
+ 0.007256063938140869,
192
+ 0.007122367858886719,
193
+ 0.007297376155853272,
194
+ 0.00715993595123291,
195
+ 0.0072408318519592285,
196
+ 0.007348320007324219,
197
+ 0.00737824010848999,
198
+ 0.007287936210632324,
199
+ 0.007116320133209228,
200
+ 0.007278592109680176,
201
+ 0.006841567993164063,
202
+ 0.006923456192016602,
203
+ 0.0067543678283691405,
204
+ 0.006585472106933594,
205
+ 0.006715263843536377,
206
+ 0.008388511657714844,
207
+ 0.008636863708496093,
208
+ 0.0072295360565185545,
209
+ 0.007295360088348388,
210
+ 0.006998496055603027,
211
+ 0.006869664192199707,
212
+ 0.006814176082611084,
213
+ 0.006727935791015625,
214
+ 0.006575295925140381,
215
+ 0.006617440223693848,
216
+ 0.006619103908538818,
217
+ 0.006622560024261474,
218
+ 0.006573344230651855,
219
+ 0.006583871841430664,
220
+ 0.006594912052154541,
221
+ 0.006585311889648437,
222
+ 0.006619040012359619,
223
+ 0.006610559940338135,
224
+ 0.00659222412109375,
225
+ 0.006610464096069336,
226
+ 0.006680031776428222,
227
+ 0.006598495960235596,
228
+ 0.00681990385055542,
229
+ 0.006610208034515381,
230
+ 0.006613024234771728,
231
+ 0.006587711811065674,
232
+ 0.006595871925354004,
233
+ 0.00661411190032959,
234
+ 0.0066204161643981935,
235
+ 0.00662063980102539,
236
+ 0.0065809922218322756,
237
+ 0.00663753604888916,
238
+ 0.0065487041473388675
 
239
  ]
240
  },
241
  "throughput": {
242
  "unit": "tokens/s",
243
+ "value": 142.32590566860904
244
  },
245
  "energy": {
246
  "unit": "kWh",
247
+ "cpu": 7.467418389576705e-08,
248
+ "ram": 4.0723259830056633e-08,
249
+ "gpu": 1.5020151842172628e-07,
250
+ "total": 2.6559896214754995e-07
251
  },
252
  "efficiency": {
253
  "unit": "tokens/kWh",
254
+ "value": 3765074.95328413
255
  }
256
  },
257
  "per_token": {
258
  "memory": null,
259
  "latency": {
260
  "unit": "s",
261
+ "count": 73,
262
+ "total": 0.4791983032226563,
263
+ "mean": 0.006564360318118578,
264
+ "stdev": 0.00035789162436109694,
265
+ "p50": 0.0066109437942504885,
266
+ "p90": 0.006825958442687988,
267
+ "p95": 0.006939443111419677,
268
+ "p99": 0.007888714027404787,
269
  "values": [
270
+ 0.006952960014343262,
271
+ 0.006790143966674805,
272
+ 0.0067645440101623535,
273
+ 0.006796288013458252,
274
+ 0.00658022403717041,
275
+ 0.006667263984680176,
276
+ 0.006758399963378906,
277
+ 0.006803455829620361,
278
+ 0.0074035201072692874,
 
 
 
 
 
 
 
 
279
  0.006766592025756836,
 
 
 
 
 
 
 
 
280
  0.0067870721817016606,
281
+ 0.006752255916595459,
282
+ 0.00678604793548584,
283
+ 0.006751232147216797,
284
+ 0.006765567779541016,
285
+ 0.0066826238632202144,
286
+ 0.006639616012573242,
287
+ 0.0067123198509216305,
288
+ 0.006817791938781738,
289
+ 0.006804480075836182,
290
+ 0.006656000137329102,
291
+ 0.006930431842803955,
292
+ 0.006694911956787109,
293
+ 0.0067348480224609375,
294
+ 0.0066109437942504885,
295
+ 0.006730751991271973,
296
+ 0.006606847763061524,
297
+ 0.006797311782836914,
298
+ 0.006624256134033203,
299
+ 0.006713344097137451,
300
+ 0.0068280320167541505,
301
+ 0.006838272094726563,
302
+ 0.006773759841918945,
303
+ 0.0066191678047180175,
304
+ 0.006789120197296142,
305
+ 0.006397952079772949,
306
+ 0.0064737281799316405,
307
+ 0.0063539199829101565,
308
+ 0.006184959888458252,
309
+ 0.0062863359451293946,
310
+ 0.007830527782440186,
311
+ 0.008038335800170899,
312
+ 0.006776832103729248,
313
+ 0.0068280000686645505,
314
+ 0.0065669121742248536,
315
+ 0.006469632148742676,
316
+ 0.006419487953186035,
317
+ 0.006340608119964599,
318
+ 0.006180863857269287,
319
+ 0.006201344013214111,
320
+ 0.00623308801651001,
321
+ 0.006235136032104492,
322
+ 0.006187007904052734,
323
+ 0.0061972799301147465,
324
+ 0.006209536075592041,
325
+ 0.006198272228240966,
326
+ 0.006232063770294189,
327
+ 0.006206463813781738,
328
+ 0.00618393611907959,
329
+ 0.006223872184753418,
330
+ 0.0062904319763183595,
331
+ 0.006200319766998291,
332
+ 0.006408192157745361,
333
+ 0.0062228479385375976,
334
+ 0.006217728137969971,
335
+ 0.006187007904052734,
336
+ 0.00620143985748291,
337
+ 0.0062269439697265625,
338
+ 0.006236159801483154,
339
+ 0.0062341117858886715,
340
+ 0.006194176197052002,
341
+ 0.006227968215942382,
342
+ 0.006164480209350586
343
  ]
344
  },
345
  "throughput": {
346
  "unit": "tokens/s",
347
+ "value": 152.33776812035381
348
  },
349
  "energy": null,
350
  "efficiency": null