Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
8ceaa66
·
verified ·
1 Parent(s): 2db6c4d

Upload cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub

Browse files
Files changed (1) hide show
  1. cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json +174 -173
cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json CHANGED
@@ -73,10 +73,10 @@
73
  "environment": {
74
  "cpu": " AMD EPYC 7R32",
75
  "cpu_count": 16,
76
- "cpu_ram_mb": 66697.293824,
77
  "system": "Linux",
78
  "machine": "x86_64",
79
- "platform": "Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35",
80
  "processor": "x86_64",
81
  "python_version": "3.10.12",
82
  "gpu": [
@@ -86,7 +86,7 @@
86
  "gpu_vram_mb": 24146608128,
87
  "optimum_benchmark_version": "0.4.0",
88
  "optimum_benchmark_commit": null,
89
- "transformers_version": "4.43.3",
90
  "transformers_commit": null,
91
  "accelerate_version": "0.33.0",
92
  "accelerate_commit": null,
@@ -104,7 +104,7 @@
104
  "load": {
105
  "memory": {
106
  "unit": "MB",
107
- "max_ram": 719.962112,
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": 7.25873876953125,
117
- "mean": 7.25873876953125,
118
  "stdev": 0.0,
119
- "p50": 7.25873876953125,
120
- "p90": 7.25873876953125,
121
- "p95": 7.25873876953125,
122
- "p99": 7.25873876953125,
123
  "values": [
124
- 7.25873876953125
125
  ]
126
  },
127
  "throughput": null,
128
  "energy": {
129
  "unit": "kWh",
130
- "cpu": 1.0533597734239366e-06,
131
- "ram": 5.616807435887002e-07,
132
- "gpu": 1.6472235400003324e-06,
133
- "total": 3.262264057012969e-06
134
  },
135
  "efficiency": null
136
  },
137
  "forward": {
138
  "memory": {
139
  "unit": "MB",
140
- "max_ram": 913.48992,
141
  "max_global_vram": 1195.900928,
142
  "max_process_vram": 0.0,
143
  "max_reserved": 555.74528,
@@ -145,184 +145,185 @@
145
  },
146
  "latency": {
147
  "unit": "s",
148
- "count": 153,
149
- "total": 1.000768925189972,
150
- "mean": 0.006540973367254718,
151
- "stdev": 0.00023494486236929745,
152
- "p50": 0.006455232143402099,
153
- "p90": 0.006851366329193116,
154
- "p95": 0.006984499263763428,
155
- "p99": 0.007231242389678952,
156
  "values": [
157
- 0.007090176105499267,
158
- 0.007069695949554444,
159
- 0.007073791980743408,
160
- 0.007009280204772949,
161
- 0.006979584217071533,
162
- 0.0069550080299377445,
163
- 0.006666240215301514,
164
- 0.0065474557876586915,
165
- 0.00653926420211792,
166
- 0.006561791896820069,
167
- 0.006589439868927002,
168
- 0.0066447358131408694,
169
- 0.0069918718338012695,
170
- 0.006752255916595459,
171
- 0.006759424209594727,
172
- 0.006772704124450683,
173
- 0.0068504958152771,
174
- 0.006846464157104492,
175
- 0.006851583957672119,
176
- 0.006621183872222901,
177
- 0.006519807815551758,
 
 
 
178
  0.006523903846740723,
179
- 0.0066119680404663084,
180
- 0.00658022403717041,
181
- 0.006593535900115967,
182
- 0.006665215969085693,
183
- 0.006555647850036621,
184
- 0.006549503803253174,
185
- 0.007054336071014404,
186
- 0.006887423992156983,
187
- 0.006837247848510742,
188
- 0.0066007041931152345,
189
  0.006523903846740723,
190
- 0.006428671836853027,
191
- 0.006452223777770996,
 
 
 
 
 
 
 
 
 
 
 
192
  0.00643891191482544,
193
- 0.006574079990386963,
194
- 0.006493120193481445,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
195
  0.0064019842147827145,
196
- 0.00648089599609375,
197
- 0.0064880638122558594,
198
- 0.006545407772064209,
199
- 0.006617087841033936,
200
- 0.0065484800338745115,
201
- 0.006625279903411865,
202
- 0.006614016056060791,
203
- 0.006732800006866455,
204
- 0.007384064197540283,
205
- 0.006881279945373535,
206
- 0.006914048194885254,
207
- 0.006833151817321777,
208
- 0.006847487926483154,
209
- 0.006897664070129395,
210
- 0.006838272094726563,
211
- 0.006709248065948486,
212
- 0.006765567779541016,
213
- 0.006788095951080322,
214
- 0.006819839954376221,
215
- 0.006838240146636963,
216
- 0.006715392112731934,
217
- 0.006768608093261718,
218
- 0.006694911956787109,
219
- 0.006731776237487793,
220
- 0.006755328178405762,
221
- 0.006738944053649902,
222
- 0.006907904148101806,
223
- 0.006658048152923584,
224
- 0.006565887928009034,
225
- 0.006549503803253174,
226
- 0.00658739185333252,
227
- 0.006540287971496582,
228
- 0.006612991809844971,
229
- 0.007422976016998291,
230
- 0.00682700777053833,
231
  0.0064471039772033695,
232
- 0.006532095909118653,
233
- 0.006520832061767578,
234
- 0.006478847980499268,
 
 
235
  0.00638156795501709,
236
- 0.006292479991912842,
237
- 0.006452159881591797,
238
- 0.006455232143402099,
239
- 0.006260735988616943,
240
- 0.006171648025512695,
241
- 0.006139904022216797,
242
- 0.00618393611907959,
243
- 0.0061931519508361815,
244
- 0.006294528007507324,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
245
  0.006333439826965332,
246
- 0.006284287929534912,
 
247
  0.006338560104370118,
248
- 0.006397952079772949,
249
- 0.006663167953491211,
250
- 0.0065177597999572755,
251
- 0.006428671836853027,
252
- 0.0064133119583129885,
253
- 0.006405119895935059,
254
- 0.006421504020690918,
255
- 0.00643174409866333,
256
- 0.006409215927124024,
257
- 0.00638976001739502,
258
- 0.006325247764587402,
259
- 0.006363135814666748,
260
- 0.006464511871337891,
261
- 0.006369279861450195,
262
- 0.006388735771179199,
263
- 0.006370304107666015,
264
- 0.00638156795501709,
265
- 0.006427648067474365,
266
- 0.006359039783477783,
267
- 0.006367231845855713,
268
- 0.006346752166748047,
269
- 0.006362112045288086,
270
- 0.006342656135559082,
271
- 0.0063446397781372075,
272
- 0.006371327877044678,
273
- 0.006364160060882569,
274
- 0.0063610877990722655,
275
- 0.00638259220123291,
276
- 0.0063610877990722655,
277
- 0.0063498239517211915,
278
- 0.006355967998504639,
279
- 0.006338560104370118,
280
- 0.006371327877044678,
281
- 0.006369279861450195,
282
- 0.006342656135559082,
283
- 0.0063272957801818845,
284
- 0.0063508481979370115,
285
- 0.006393856048583985,
286
  0.006323200225830078,
287
- 0.006356927871704101,
288
- 0.006340608119964599,
289
- 0.006351871967315674,
290
- 0.0063498239517211915,
291
- 0.0063272957801818845,
292
- 0.006350815773010254,
293
- 0.006334464073181153,
294
- 0.006343679904937744,
295
- 0.006333439826965332,
296
- 0.00633241605758667,
297
- 0.006375423908233643,
298
- 0.006340608119964599,
299
- 0.006400000095367431,
300
- 0.006375423908233643,
301
- 0.006354944229125976,
302
- 0.006367231845855713,
303
- 0.00637440013885498,
304
- 0.006348800182342529,
305
- 0.006372352123260498,
306
- 0.006377471923828125,
 
 
307
  0.00637440013885498,
308
- 0.006377471923828125,
309
- 0.0063835840225219724
 
 
 
 
 
 
 
 
 
310
  ]
311
  },
312
  "throughput": {
313
  "unit": "samples/s",
314
- "value": 152.8824448370603
315
  },
316
  "energy": {
317
  "unit": "kWh",
318
- "cpu": 7.614194179362382e-08,
319
- "ram": 4.163140673783674e-08,
320
- "gpu": 1.4097233500000603e-07,
321
- "total": 2.587456835314666e-07
322
  },
323
  "efficiency": {
324
  "unit": "samples/kWh",
325
- "value": 3864798.7721054596
326
  }
327
  }
328
  }
 
73
  "environment": {
74
  "cpu": " AMD EPYC 7R32",
75
  "cpu_count": 16,
76
+ "cpu_ram_mb": 66697.25696,
77
  "system": "Linux",
78
  "machine": "x86_64",
79
+ "platform": "Linux-5.10.220-209.869.amzn2.x86_64-x86_64-with-glibc2.35",
80
  "processor": "x86_64",
81
  "python_version": "3.10.12",
82
  "gpu": [
 
86
  "gpu_vram_mb": 24146608128,
87
  "optimum_benchmark_version": "0.4.0",
88
  "optimum_benchmark_commit": null,
89
+ "transformers_version": "4.43.4",
90
  "transformers_commit": null,
91
  "accelerate_version": "0.33.0",
92
  "accelerate_commit": null,
 
104
  "load": {
105
  "memory": {
106
  "unit": "MB",
107
+ "max_ram": 719.581184,
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": 7.282384765625,
117
+ "mean": 7.282384765625,
118
  "stdev": 0.0,
119
+ "p50": 7.282384765625,
120
+ "p90": 7.282384765625,
121
+ "p95": 7.282384765625,
122
+ "p99": 7.282384765625,
123
  "values": [
124
+ 7.282384765625
125
  ]
126
  },
127
  "throughput": null,
128
  "energy": {
129
  "unit": "kWh",
130
+ "cpu": 1.0688868527776347e-06,
131
+ "ram": 5.696676993440471e-07,
132
+ "gpu": 1.661112439999609e-06,
133
+ "total": 3.2996669921212905e-06
134
  },
135
  "efficiency": null
136
  },
137
  "forward": {
138
  "memory": {
139
  "unit": "MB",
140
+ "max_ram": 911.921152,
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": 154,
149
+ "total": 0.9980753922462461,
150
+ "mean": 0.00648100904056004,
151
+ "stdev": 0.00022830994592120464,
152
+ "p50": 0.0064322719573974615,
153
+ "p90": 0.0067964928150177,
154
+ "p95": 0.0068858366966247555,
155
+ "p99": 0.006981754312515259,
156
  "values": [
157
+ 0.007007296085357666,
158
+ 0.007018496036529541,
159
+ 0.006959104061126709,
160
+ 0.006938623905181885,
161
+ 0.006890495777130127,
162
+ 0.006883327960968018,
163
+ 0.006904831886291504,
164
+ 0.006892543792724609,
165
+ 0.006803455829620361,
166
+ 0.006945792198181152,
167
+ 0.006792191982269287,
168
+ 0.0067573761940002445,
169
+ 0.006684671878814697,
170
+ 0.006668288230895996,
171
+ 0.006723584175109864,
172
+ 0.006691840171813965,
173
+ 0.006498303890228272,
174
+ 0.006479872226715088,
175
+ 0.006457344055175781,
176
+ 0.006517727851867675,
177
+ 0.006453248023986816,
178
+ 0.00637440013885498,
179
+ 0.00643177604675293,
180
+ 0.006464511871337891,
181
  0.006523903846740723,
182
+ 0.006450175762176514,
183
+ 0.006496255874633789,
 
 
 
 
 
 
 
 
184
  0.006523903846740723,
185
+ 0.006421504020690918,
186
+ 0.006445055961608887,
187
+ 0.006458367824554443,
188
+ 0.006437888145446777,
189
+ 0.006558720111846924,
190
+ 0.006421504020690918,
191
+ 0.0063539199829101565,
192
+ 0.006358016014099121,
193
+ 0.006352896213531494,
194
+ 0.00642252779006958,
195
+ 0.006368256092071533,
196
+ 0.006386688232421875,
197
+ 0.006440959930419922,
198
  0.00643891191482544,
199
+ 0.006867968082427979,
200
+ 0.0068249602317810056,
201
+ 0.006773759841918945,
202
+ 0.0067348480224609375,
203
+ 0.006730751991271973,
204
+ 0.0066826238632202144,
205
+ 0.006643712043762207,
206
+ 0.0067686400413513184,
207
+ 0.00676966381072998,
208
+ 0.006686719894409179,
209
+ 0.0064849920272827145,
210
+ 0.006526976108551025,
211
+ 0.006595583915710449,
212
+ 0.00667852783203125,
213
+ 0.006719488143920899,
214
+ 0.0066713600158691405,
215
+ 0.006802432060241699,
216
+ 0.0066641921997070315,
217
+ 0.006681600093841553,
218
+ 0.0064245758056640625,
219
+ 0.006401023864746094,
220
+ 0.006385663986206055,
221
  0.0064019842147827145,
222
+ 0.00638976001739502,
223
+ 0.006496255874633789,
224
+ 0.00653926420211792,
225
+ 0.006470655918121338,
226
+ 0.006501376152038574,
227
+ 0.0068618240356445315,
228
+ 0.0067420158386230465,
229
+ 0.00674508810043335,
230
+ 0.0067983360290527345,
231
+ 0.006703104019165039,
232
+ 0.006670335769653321,
233
+ 0.006789120197296142,
234
+ 0.006686719894409179,
235
+ 0.006605823993682861,
236
+ 0.006535168170928955,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
237
  0.0064471039772033695,
238
+ 0.0066743998527526854,
239
+ 0.006603775978088379,
240
+ 0.0063836159706115725,
241
+ 0.006376448154449463,
242
+ 0.006407167911529541,
243
  0.00638156795501709,
244
+ 0.006378496170043945,
245
+ 0.006629439830780029,
246
+ 0.006654975891113281,
247
+ 0.0066938881874084475,
248
+ 0.006722559928894043,
249
+ 0.006815743923187256,
250
+ 0.006670335769653321,
251
+ 0.006582272052764892,
252
+ 0.006474751949310303,
253
+ 0.006432767868041992,
254
+ 0.006378496170043945,
255
+ 0.006408192157745361,
256
+ 0.0063805441856384275,
257
+ 0.006377471923828125,
258
+ 0.00636518383026123,
259
+ 0.006318079948425293,
260
+ 0.006326272010803223,
261
+ 0.0063211522102355954,
262
+ 0.006299647808074951,
263
+ 0.0063272957801818845,
264
+ 0.0063170561790466305,
265
+ 0.006330368041992188,
266
+ 0.006301695823669433,
267
  0.006333439826965332,
268
+ 0.006310912132263183,
269
+ 0.006298624038696289,
270
  0.006338560104370118,
271
+ 0.006294528007507324,
272
+ 0.006299647808074951,
273
+ 0.006395904064178467,
274
+ 0.006308864116668702,
275
+ 0.0063211522102355954,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
276
  0.006323200225830078,
277
+ 0.006305791854858398,
278
+ 0.006342656135559082,
279
+ 0.006319104194641113,
280
+ 0.006316031932830811,
281
+ 0.0063907837867736815,
282
+ 0.006046720027923584,
283
+ 0.00597811222076416,
284
+ 0.005985280036926269,
285
+ 0.00621670389175415,
286
+ 0.006090752124786377,
287
+ 0.00607539176940918,
288
+ 0.006074368000030517,
289
+ 0.0060702719688415525,
290
+ 0.00606822395324707,
291
+ 0.006073344230651856,
292
+ 0.006022143840789795,
293
+ 0.006093823909759521,
294
+ 0.006053887844085694,
295
+ 0.006247424125671387,
296
+ 0.006298624038696289,
297
+ 0.006346752166748047,
298
+ 0.0063211522102355954,
299
  0.00637440013885498,
300
+ 0.006326272010803223,
301
+ 0.006280191898345947,
302
+ 0.006341631889343262,
303
+ 0.006299647808074951,
304
+ 0.006298624038696289,
305
+ 0.006355967998504639,
306
+ 0.006273024082183838,
307
+ 0.006298624038696289,
308
+ 0.006288383960723877,
309
+ 0.0063528637886047365,
310
+ 0.0062873601913452145
311
  ]
312
  },
313
  "throughput": {
314
  "unit": "samples/s",
315
+ "value": 154.29696112776716
316
  },
317
  "energy": {
318
  "unit": "kWh",
319
+ "cpu": 7.492092786949478e-08,
320
+ "ram": 4.093142391869056e-08,
321
+ "gpu": 1.3970661071697925e-07,
322
+ "total": 2.5555896250516456e-07
323
  },
324
  "efficiency": {
325
  "unit": "samples/kWh",
326
+ "value": 3912991.3120530494
327
  }
328
  }
329
  }