Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
61bab20
·
verified ·
1 Parent(s): e69bd77

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 +272 -266
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": 720.494592,
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": 7.1412314453125,
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,
@@ -43,110 +43,112 @@
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,
@@ -154,197 +156,201 @@
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
 
2
  "load": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 720.736256,
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": 7.13812060546875,
15
+ "mean": 7.13812060546875,
16
  "stdev": 0.0,
17
+ "p50": 7.13812060546875,
18
+ "p90": 7.13812060546875,
19
+ "p95": 7.13812060546875,
20
+ "p99": 7.13812060546875,
21
  "values": [
22
+ 7.13812060546875
23
  ]
24
  },
25
  "throughput": null,
26
  "energy": {
27
  "unit": "kWh",
28
+ "cpu": 9.685539537005954e-07,
29
+ "ram": 5.151919365859688e-07,
30
+ "gpu": 1.8355570240000032e-06,
31
+ "total": 3.3193029142865677e-06
32
  },
33
  "efficiency": null
34
  },
35
  "prefill": {
36
  "memory": {
37
  "unit": "MB",
38
+ "max_ram": 1044.185088,
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": 75,
47
+ "total": 0.486669280052185,
48
+ "mean": 0.006488923734029133,
49
+ "stdev": 0.00026854743120499717,
50
+ "p50": 0.006511072158813477,
51
+ "p90": 0.006793024063110352,
52
+ "p95": 0.006863961458206177,
53
+ "p99": 0.00706652991294861,
54
  "values": [
55
+ 0.007356160163879395,
56
+ 0.006912896156311035,
57
+ 0.0067021121978759765,
58
+ 0.006639904022216797,
59
+ 0.006688416004180908,
60
+ 0.0064618558883666995,
61
+ 0.006605343818664551,
62
+ 0.006739391803741455,
63
+ 0.006737215995788574,
64
+ 0.006679296016693115,
65
+ 0.006703839778900146,
66
+ 0.006755551815032959,
67
+ 0.00680185604095459,
68
+ 0.006709887981414795,
69
+ 0.006719647884368896,
70
+ 0.006457376003265381,
71
+ 0.006633471965789795,
72
+ 0.006567327976226806,
73
+ 0.006620607852935791,
74
+ 0.006858431816101075,
75
+ 0.006778560161590576,
76
+ 0.006662816047668457,
77
+ 0.006691711902618408,
78
+ 0.006604832172393799,
79
+ 0.006640255928039551,
80
+ 0.006546847820281983,
81
+ 0.006605023860931396,
82
+ 0.006876863956451416,
83
+ 0.006853951930999756,
84
+ 0.006587903976440429,
85
+ 0.006566847801208496,
86
+ 0.006779776096343994,
87
+ 0.0067422080039978025,
88
+ 0.006691232204437256,
89
+ 0.006670432090759277,
90
+ 0.006548768043518067,
91
+ 0.00647215986251831,
92
+ 0.0062763519287109375,
93
+ 0.006511072158813477,
94
+ 0.0061695041656494145,
95
+ 0.006146336078643799,
96
+ 0.006689023971557617,
97
+ 0.006822048187255859,
98
+ 0.0069647679328918456,
99
+ 0.006506847858428955,
100
+ 0.0063023362159729006,
101
+ 0.006356031894683838,
102
+ 0.0063298878669738766,
103
+ 0.006297696113586426,
104
+ 0.0061025600433349605,
105
+ 0.006059328079223633,
106
+ 0.006095776081085205,
107
+ 0.006312448024749756,
108
+ 0.006277664184570313,
109
+ 0.006260223865509033,
110
+ 0.006282303810119629,
111
+ 0.006293568134307861,
112
+ 0.00629420804977417,
113
+ 0.006260767936706543,
114
+ 0.006274496078491211,
115
+ 0.006055712223052978,
116
+ 0.006269311904907227,
117
+ 0.006319424152374267,
118
+ 0.006281631946563721,
119
+ 0.006081920146942138,
120
+ 0.006287871837615967,
121
+ 0.0062820158004760745,
122
+ 0.0062484159469604495,
123
+ 0.00632700777053833,
124
+ 0.006258240222930908,
125
+ 0.006300704002380371,
126
+ 0.006265024185180664,
127
+ 0.006048672199249268,
128
+ 0.006033631801605224,
129
+ 0.006053664207458496
130
  ]
131
  },
132
  "throughput": {
133
  "unit": "tokens/s",
134
+ "value": 308.2175229632651
135
  },
136
  "energy": {
137
  "unit": "kWh",
138
+ "cpu": 7.58378347942193e-08,
139
+ "ram": 4.1466267404802086e-08,
140
+ "gpu": 1.53713852624204e-07,
141
+ "total": 2.7101795482322544e-07
142
  },
143
  "efficiency": {
144
  "unit": "tokens/kWh",
145
+ "value": 7379584.8740151655
146
  }
147
  },
148
  "decode": {
149
  "memory": {
150
  "unit": "MB",
151
+ "max_ram": 1059.827712,
152
  "max_global_vram": 1365.77024,
153
  "max_process_vram": 0.0,
154
  "max_reserved": 725.614592,
 
156
  },
157
  "latency": {
158
  "unit": "s",
159
+ "count": 75,
160
+ "total": 0.5132033295631409,
161
+ "mean": 0.006842711060841878,
162
+ "stdev": 0.0003081883164183316,
163
+ "p50": 0.006868735790252685,
164
+ "p90": 0.00719422721862793,
165
+ "p95": 0.007226985502243041,
166
+ "p99": 0.00772106806755066,
167
  "values": [
168
+ 0.007805439949035644,
169
+ 0.007206751823425293,
170
+ 0.006973536014556885,
171
+ 0.007063456058502197,
172
+ 0.006838912010192871,
173
+ 0.006963136196136474,
174
+ 0.00705731201171875,
175
+ 0.007071807861328125,
176
+ 0.007691423892974853,
177
+ 0.0070977602005004884,
178
+ 0.0070668158531188964,
179
+ 0.007055871963500977,
180
+ 0.0070260481834411624,
181
+ 0.007030272006988526,
182
+ 0.006888031959533691,
183
+ 0.006868735790252685,
184
+ 0.006924992084503174,
185
+ 0.00707151985168457,
186
+ 0.007007232189178467,
187
+ 0.007126912117004395,
188
+ 0.0070143680572509765,
189
+ 0.007102464199066162,
190
+ 0.007093344211578369,
191
+ 0.007040639877319336,
192
+ 0.0068643841743469235,
193
+ 0.006912384033203125,
194
+ 0.007122144222259521,
195
+ 0.0071974401473999024,
196
+ 0.007225247859954834,
197
+ 0.00695084810256958,
198
+ 0.007043551921844482,
199
+ 0.007125152111053467,
200
+ 0.007119200229644775,
201
+ 0.006994880199432373,
202
+ 0.00701964807510376,
203
+ 0.007078752040863037,
204
+ 0.00678934383392334,
205
+ 0.006665567874908448,
206
+ 0.006641983985900879,
207
+ 0.006352320194244385,
208
+ 0.0065924482345581055,
209
+ 0.007189407825469971,
210
+ 0.007231040000915527,
211
+ 0.007276576042175293,
212
+ 0.006624383926391602,
213
+ 0.006577087879180908,
214
+ 0.006594816207885742,
215
+ 0.0067497920989990235,
216
+ 0.006612927913665772,
217
+ 0.006339327812194824,
218
+ 0.006360960006713867,
219
+ 0.006515456199645996,
220
+ 0.006636991977691651,
221
+ 0.006594079971313477,
222
+ 0.006593376159667969,
223
+ 0.006553055763244629,
224
+ 0.006597119808197022,
225
+ 0.0065929279327392575,
226
+ 0.006570079803466797,
227
+ 0.006556416034698486,
228
+ 0.006595456123352051,
229
+ 0.0066139202117919925,
230
+ 0.006612415790557861,
231
+ 0.006578688144683838,
232
+ 0.006339807987213134,
233
+ 0.00661081600189209,
234
+ 0.006609695911407471,
235
+ 0.007221695899963379,
236
+ 0.006607776165008545,
237
+ 0.006607168197631836,
238
+ 0.006602272033691407,
239
+ 0.006591807842254638,
240
+ 0.006327648162841797,
241
+ 0.006418176174163818,
242
+ 0.006318079948425293
243
  ]
244
  },
245
  "throughput": {
246
  "unit": "tokens/s",
247
+ "value": 146.14090688741828
248
  },
249
  "energy": {
250
  "unit": "kWh",
251
+ "cpu": 7.113139823593509e-08,
252
+ "ram": 3.889275615082911e-08,
253
+ "gpu": 1.44698594610364e-07,
254
+ "total": 2.5472274899712815e-07
255
  },
256
  "efficiency": {
257
  "unit": "tokens/kWh",
258
+ "value": 3925837.028444108
259
  }
260
  },
261
  "per_token": {
262
  "memory": null,
263
  "latency": {
264
  "unit": "s",
265
+ "count": 75,
266
+ "total": 0.4794390721321107,
267
+ "mean": 0.006392520961761474,
268
+ "stdev": 0.00026027777156193744,
269
+ "p50": 0.006400000095367431,
270
+ "p90": 0.006693683242797852,
271
+ "p95": 0.0067533825874328615,
272
+ "p99": 0.007224278974533082,
273
  "values": [
274
+ 0.007259136199951172,
275
+ 0.006707200050354004,
276
+ 0.0064839677810668945,
277
+ 0.006565887928009034,
278
+ 0.006367231845855713,
279
+ 0.006451200008392334,
280
+ 0.006553599834442139,
281
+ 0.006567935943603515,
282
+ 0.0072120318412780765,
283
+ 0.006559743881225586,
284
+ 0.006562816143035889,
285
+ 0.006556672096252441,
286
+ 0.006529024124145508,
287
+ 0.006523903846740723,
288
+ 0.006421504020690918,
289
+ 0.0063907837867736815,
290
+ 0.00643891191482544,
291
+ 0.006584320068359375,
292
+ 0.006498303890228272,
293
+ 0.006597631931304931,
294
+ 0.0065146880149841305,
295
+ 0.006593535900115967,
296
+ 0.006560768127441406,
297
+ 0.006543424129486084,
298
+ 0.006400000095367431,
299
+ 0.006426623821258545,
300
+ 0.006565951824188233,
301
+ 0.006691840171813965,
302
+ 0.006729728221893311,
303
+ 0.0064430079460144046,
304
+ 0.006524928092956543,
305
+ 0.006604800224304199,
306
+ 0.0066078720092773435,
307
+ 0.006479872226715088,
308
+ 0.006524928092956543,
309
+ 0.0065812478065490725,
310
+ 0.006306816101074219,
311
+ 0.006179840087890625,
312
+ 0.00623308801651001,
313
+ 0.005975039958953857,
314
+ 0.0061717119216918945,
315
  0.006694911956787109,
316
+ 0.006714367866516113,
317
+ 0.006808576107025147,
318
+ 0.006238207817077636,
319
+ 0.006182911872863769,
320
+ 0.0062156801223754886,
321
+ 0.006362112045288086,
322
+ 0.006228991985321045,
323
+ 0.0059688959121704105,
324
+ 0.005981184005737304,
325
+ 0.006132736206054688,
326
+ 0.006247424125671387,
327
+ 0.006210559844970703,
328
+ 0.006205440044403076,
329
+ 0.006158336162567139,
330
+ 0.006195199966430664,
331
+ 0.006210559844970703,
332
  0.006184959888458252,
333
+ 0.006174719810485839,
334
+ 0.00621062421798706,
335
+ 0.006203360080718994,
336
+ 0.006227968215942382,
337
+ 0.006195199966430664,
338
+ 0.005964799880981446,
339
+ 0.006213632106781006,
340
+ 0.00620854377746582,
341
+ 0.006819839954376221,
 
342
  0.006201344013214111,
 
 
 
 
 
 
 
 
 
343
  0.006223872184753418,
344
+ 0.006217696189880371,
345
+ 0.00620851182937622,
346
+ 0.005955584049224853,
347
+ 0.006041600227355957,
348
+ 0.0059391999244689945
 
 
 
 
 
 
 
 
349
  ]
350
  },
351
  "throughput": {
352
  "unit": "tokens/s",
353
+ "value": 156.43280733559732
354
  },
355
  "energy": null,
356
  "efficiency": null