Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
fd6badd
·
verified ·
1 Parent(s): 76d79cc

Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub

Browse files
Files changed (1) hide show
  1. cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json +152 -159
cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json CHANGED
@@ -3,7 +3,7 @@
3
  "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
4
  "backend": {
5
  "name": "pytorch",
6
- "version": "2.4.0+cu121",
7
  "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
8
  "task": "multiple-choice",
9
  "library": "transformers",
@@ -104,7 +104,7 @@
104
  "load": {
105
  "memory": {
106
  "unit": "MB",
107
- "max_ram": 763.383808,
108
  "max_global_vram": 1185.415168,
109
  "max_process_vram": 0.0,
110
  "max_reserved": 555.74528,
@@ -113,31 +113,31 @@
113
  "latency": {
114
  "unit": "s",
115
  "count": 1,
116
- "total": 7.411904296875,
117
- "mean": 7.411904296875,
118
  "stdev": 0.0,
119
- "p50": 7.411904296875,
120
- "p90": 7.411904296875,
121
- "p95": 7.411904296875,
122
- "p99": 7.411904296875,
123
  "values": [
124
- 7.411904296875
125
  ]
126
  },
127
  "throughput": null,
128
  "energy": {
129
  "unit": "kWh",
130
- "cpu": 8.899851687496766e-07,
131
- "ram": 4.7216412115036945e-07,
132
- "gpu": 1.646945762000078e-06,
133
- "total": 3.009095051900124e-06
134
  },
135
  "efficiency": null
136
  },
137
  "forward": {
138
  "memory": {
139
  "unit": "MB",
140
- "max_ram": 963.977216,
141
  "max_global_vram": 1195.900928,
142
  "max_process_vram": 0.0,
143
  "max_reserved": 555.74528,
@@ -145,167 +145,160 @@
145
  },
146
  "latency": {
147
  "unit": "s",
148
- "count": 136,
149
- "total": 1.001033857822418,
150
- "mean": 0.0073605430722236635,
151
- "stdev": 0.00023690955553478155,
152
- "p50": 0.007313951969146729,
153
- "p90": 0.007630863904953003,
154
- "p95": 0.007681280016899108,
155
- "p99": 0.0078076928138732914,
156
  "values": [
157
- 0.007726111888885498,
158
- 0.00764518404006958,
159
- 0.007732223987579345,
160
- 0.007304192066192627,
161
- 0.007251967906951904,
162
- 0.007261184215545655,
163
- 0.00727347183227539,
164
- 0.007280704021453858,
165
- 0.00727347183227539,
166
- 0.007217152118682861,
167
- 0.007275519847869873,
168
- 0.007264256000518799,
169
- 0.007198719978332519,
170
- 0.007229440212249756,
171
- 0.008026111602783203,
172
- 0.0075970559120178225,
173
  0.007654399871826172,
174
- 0.007600096225738526,
175
- 0.007580671787261963,
176
- 0.007554048061370849,
177
- 0.007528448104858398,
178
- 0.007572480201721191,
179
- 0.007725056171417236,
180
- 0.00760319995880127,
181
- 0.007607359886169434,
182
- 0.007584767818450928,
183
- 0.007574528217315674,
184
- 0.007592959880828858,
185
- 0.007526400089263916,
186
- 0.0075939841270446775,
187
- 0.00758681583404541,
188
- 0.007515135765075683,
189
- 0.007476223945617676,
190
- 0.007488512039184571,
191
- 0.0075038719177246095,
192
  0.00765337610244751,
193
- 0.007544832229614258,
194
- 0.007585792064666748,
195
- 0.0075673599243164065,
196
- 0.007651328086853027,
197
- 0.007666687965393066,
198
- 0.007629824161529541,
199
- 0.007614463806152344,
200
- 0.007628799915313721,
201
- 0.007523327827453613,
202
- 0.00757862377166748,
203
- 0.007601151943206787,
204
- 0.007642111778259277,
205
- 0.007562240123748779,
206
- 0.007538656234741211,
207
- 0.0074926080703735356,
208
- 0.007504896163940429,
209
- 0.007548927783966064,
210
- 0.007561215877532959,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
211
  0.007615488052368164,
212
- 0.007475200176239013,
213
- 0.007477248191833496,
214
- 0.007523327827453613,
215
- 0.0074629120826721195,
216
- 0.0074741759300231934,
217
- 0.0075304961204528805,
218
- 0.007549952030181885,
219
- 0.0075632638931274416,
220
- 0.00759603214263916,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
221
  0.007605247974395752,
222
- 0.007606272220611572,
223
- 0.0072468481063842774,
224
- 0.0072130560874938965,
225
- 0.007751679897308349,
226
- 0.007821311950683594,
227
- 0.007782400131225586,
228
- 0.007630879878997803,
229
- 0.007518176078796387,
230
- 0.007502848148345947,
231
- 0.007379968166351319,
232
- 0.0070553598403930665,
233
- 0.0071792640686035155,
234
- 0.007067647933959961,
235
- 0.006845439910888672,
236
- 0.006808576107025147,
237
- 0.006820864200592041,
238
- 0.007080959796905518,
239
- 0.007357439994812012,
240
- 0.007407616138458252,
241
- 0.007296000003814697,
242
- 0.007353343963623047,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
243
  0.0076308479309082035,
244
- 0.00732371187210083,
245
- 0.007170048236846924,
246
- 0.007132160186767578,
247
- 0.007132160186767578,
248
- 0.007101439952850342,
249
- 0.007165952205657959,
250
- 0.0071495680809020995,
251
- 0.007163904190063477,
252
- 0.007175168037414551,
253
- 0.007117824077606201,
254
- 0.007134208202362061,
255
- 0.0071495680809020995,
256
- 0.0071495680809020995,
257
- 0.007117824077606201,
258
- 0.00714137601852417,
259
- 0.007130112171173096,
260
- 0.007137279987335205,
261
- 0.0071198720932006835,
262
- 0.007088128089904785,
263
- 0.007124991893768311,
264
- 0.007156735897064209,
265
- 0.007150591850280762,
266
- 0.007113664150238037,
267
- 0.007097343921661377,
268
- 0.007130112171173096,
269
- 0.007131135940551757,
270
- 0.007123968124389648,
271
- 0.007108607769012451,
272
- 0.007109632015228271,
273
- 0.007136256217956543,
274
- 0.007136256217956543,
275
- 0.007136256217956543,
276
- 0.007105535984039306,
277
- 0.007164927959442138,
278
- 0.007105535984039306,
279
- 0.007214079856872559,
280
- 0.0072765440940856935,
281
- 0.007457759857177735,
282
- 0.007256063938140869,
283
- 0.00714137601852417,
284
- 0.007154687881469727,
285
- 0.007134208202362061,
286
- 0.007129087924957276,
287
- 0.007095295906066895,
288
- 0.007101439952850342,
289
- 0.007114751815795899,
290
- 0.00710969591140747,
291
- 0.007135231971740722,
292
- 0.007130112171173096
293
  ]
294
  },
295
  "throughput": {
296
  "unit": "samples/s",
297
- "value": 135.85954055125094
298
  },
299
  "energy": {
300
  "unit": "kWh",
301
- "cpu": 8.41222790484657e-08,
302
- "ram": 4.5994634355001115e-08,
303
- "gpu": 1.5761635934751957e-07,
304
- "total": 2.877332727509864e-07
305
  },
306
  "efficiency": {
307
  "unit": "samples/kWh",
308
- "value": 3475440.954183398
309
  }
310
  }
311
  }
 
3
  "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
4
  "backend": {
5
  "name": "pytorch",
6
+ "version": "2.4.0+cu124",
7
  "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
8
  "task": "multiple-choice",
9
  "library": "transformers",
 
104
  "load": {
105
  "memory": {
106
  "unit": "MB",
107
+ "max_ram": 789.131264,
108
  "max_global_vram": 1185.415168,
109
  "max_process_vram": 0.0,
110
  "max_reserved": 555.74528,
 
113
  "latency": {
114
  "unit": "s",
115
  "count": 1,
116
+ "total": 7.38857666015625,
117
+ "mean": 7.38857666015625,
118
  "stdev": 0.0,
119
+ "p50": 7.38857666015625,
120
+ "p90": 7.38857666015625,
121
+ "p95": 7.38857666015625,
122
+ "p99": 7.38857666015625,
123
  "values": [
124
+ 7.38857666015625
125
  ]
126
  },
127
  "throughput": null,
128
  "energy": {
129
  "unit": "kWh",
130
+ "cpu": 8.771265812504858e-07,
131
+ "ram": 4.6516059702451484e-07,
132
+ "gpu": 1.7094458119996415e-06,
133
+ "total": 3.051732990274642e-06
134
  },
135
  "efficiency": null
136
  },
137
  "forward": {
138
  "memory": {
139
  "unit": "MB",
140
+ "max_ram": 1085.034496,
141
  "max_global_vram": 1195.900928,
142
  "max_process_vram": 0.0,
143
  "max_reserved": 555.74528,
 
145
  },
146
  "latency": {
147
  "unit": "s",
148
+ "count": 129,
149
+ "total": 0.9988249263763427,
150
+ "mean": 0.007742828886638315,
151
+ "stdev": 0.00022354460679941142,
152
+ "p50": 0.007705599784851074,
153
+ "p90": 0.00802263011932373,
154
+ "p95": 0.00808263645172119,
155
+ "p99": 0.008394888916015624,
156
  "values": [
157
+ 0.007838719844818116,
158
+ 0.007737343788146973,
159
+ 0.007865344047546387,
160
+ 0.00774348783493042,
161
+ 0.007674880027770996,
162
+ 0.00765235185623169,
163
+ 0.007705599784851074,
 
 
 
 
 
 
 
 
 
164
  0.007654399871826172,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
165
  0.00765337610244751,
166
+ 0.007824384212493896,
167
+ 0.007625728130340576,
168
+ 0.007633920192718506,
169
+ 0.007541759967803955,
170
+ 0.007579648017883301,
171
+ 0.00765337610244751,
172
+ 0.007615488052368164,
173
+ 0.007688223838806152,
174
+ 0.007676928043365478,
175
+ 0.0076277761459350585,
176
+ 0.007897119998931884,
177
+ 0.008144927978515624,
178
+ 0.007935999870300293,
179
+ 0.008492095947265625,
180
+ 0.007994368076324462,
181
+ 0.007948287963867188,
182
+ 0.007933951854705811,
183
+ 0.0080250883102417,
184
+ 0.007887872219085693,
185
+ 0.007988224029541016,
186
+ 0.008049599647521973,
187
+ 0.008094719886779785,
188
+ 0.008071167945861817,
189
+ 0.007924736022949219,
190
+ 0.007864319801330566,
191
+ 0.007932928085327149,
192
+ 0.007938047885894776,
193
+ 0.007890944004058837,
194
+ 0.00799129581451416,
195
+ 0.008078335762023926,
196
+ 0.007994431972503662,
197
+ 0.008085503578186035,
198
+ 0.007960576057434082,
199
+ 0.007886847972869874,
200
+ 0.007928832054138184,
201
+ 0.008032256126403809,
202
+ 0.007935999870300293,
203
+ 0.007877632141113282,
204
+ 0.0079267840385437,
205
+ 0.007907264232635498,
206
+ 0.007874559879302979,
207
+ 0.007841792106628418,
208
+ 0.007898143768310547,
209
+ 0.007824384212493896,
210
+ 0.007709695816040039,
211
+ 0.007518208026885987,
212
  0.007615488052368164,
213
+ 0.0075939841270446775,
214
+ 0.007569407939910889,
215
+ 0.007536640167236328,
216
+ 0.007572480201721191,
217
+ 0.007601183891296387,
218
+ 0.008136704444885253,
219
+ 0.00809779167175293,
220
+ 0.007982079982757568,
221
+ 0.007993375778198242,
222
+ 0.008068096160888672,
223
+ 0.007887807846069336,
224
+ 0.007912447929382324,
225
+ 0.007837696075439453,
226
+ 0.00790015983581543,
227
+ 0.007837696075439453,
228
+ 0.007828479766845703,
229
+ 0.007714816093444824,
230
+ 0.007806975841522217,
231
+ 0.007840767860412597,
232
+ 0.007741439819335938,
233
+ 0.007506944179534912,
234
+ 0.007679999828338623,
235
+ 0.007572480201721191,
236
+ 0.007623680114746094,
237
+ 0.007684095859527588,
238
+ 0.007802879810333252,
239
+ 0.0076277761459350585,
240
+ 0.007780352115631104,
241
+ 0.007969791889190675,
242
+ 0.00774348783493042,
243
+ 0.007890944004058837,
244
+ 0.007608320236206055,
245
  0.007605247974395752,
246
+ 0.007591936111450195,
247
+ 0.00758070421218872,
248
+ 0.007553023815155029,
249
+ 0.007699456214904785,
250
+ 0.007513023853302002,
251
+ 0.007507967948913574,
252
+ 0.00744755220413208,
253
+ 0.007498752117156982,
254
+ 0.0074711041450500485,
255
+ 0.007508992195129394,
256
+ 0.007505919933319092,
257
+ 0.0074670081138610836,
258
+ 0.007763967990875244,
259
+ 0.008022015571594238,
260
+ 0.008565759658813477,
261
+ 0.00757862377166748,
262
+ 0.007725056171417236,
263
+ 0.007525375843048096,
264
+ 0.007485375881195068,
265
+ 0.007432191848754883,
266
+ 0.007469056129455566,
267
+ 0.007461887836456299,
268
+ 0.00765235185623169,
269
+ 0.007456768035888672,
270
+ 0.007465983867645264,
271
+ 0.007466944217681884,
272
+ 0.007465983867645264,
273
+ 0.007451648235321045,
274
+ 0.007437312126159668,
275
+ 0.007468031883239746,
276
+ 0.007452672004699707,
277
+ 0.007451648235321045,
278
+ 0.007469056129455566,
279
+ 0.007456768035888672,
280
+ 0.00744755220413208,
281
  0.0076308479309082035,
282
+ 0.007679999828338623,
283
+ 0.007525375843048096,
284
+ 0.007505919933319092,
285
+ 0.007514111995697022
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
286
  ]
287
  },
288
  "throughput": {
289
  "unit": "samples/s",
290
+ "value": 129.15176282995031
291
  },
292
  "energy": {
293
  "unit": "kWh",
294
+ "cpu": 8.60660248138085e-08,
295
+ "ram": 4.7057267963438394e-08,
296
+ "gpu": 1.585609158985516e-07,
297
+ "total": 2.9168420867579845e-07
298
  },
299
  "efficiency": {
300
  "unit": "samples/kWh",
301
+ "value": 3428365.2328655245
302
  }
303
  }
304
  }