Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
2477af8
·
verified ·
1 Parent(s): 38cc8a5

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 +178 -172
cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json CHANGED
@@ -105,7 +105,7 @@
105
  "load": {
106
  "memory": {
107
  "unit": "MB",
108
- "max_ram": 717.033472,
109
  "max_global_vram": 1185.415168,
110
  "max_process_vram": 0.0,
111
  "max_reserved": 555.74528,
@@ -114,31 +114,31 @@
114
  "latency": {
115
  "unit": "s",
116
  "count": 1,
117
- "total": 7.17789501953125,
118
- "mean": 7.17789501953125,
119
  "stdev": 0.0,
120
- "p50": 7.17789501953125,
121
- "p90": 7.17789501953125,
122
- "p95": 7.17789501953125,
123
- "p99": 7.17789501953125,
124
  "values": [
125
- 7.17789501953125
126
  ]
127
  },
128
  "throughput": null,
129
  "energy": {
130
  "unit": "kWh",
131
- "cpu": 1.0403672854105633e-06,
132
- "ram": 5.544146980939976e-07,
133
- "gpu": 1.7838903159997366e-06,
134
- "total": 3.3786722995042975e-06
135
  },
136
  "efficiency": null
137
  },
138
  "forward": {
139
  "memory": {
140
  "unit": "MB",
141
- "max_ram": 910.434304,
142
  "max_global_vram": 1195.900928,
143
  "max_process_vram": 0.0,
144
  "max_reserved": 555.74528,
@@ -146,183 +146,189 @@
146
  },
147
  "latency": {
148
  "unit": "s",
149
- "count": 152,
150
- "total": 0.9969694085121157,
151
- "mean": 0.006559009266527076,
152
- "stdev": 0.00036825961952330935,
153
- "p50": 0.0067384159564971916,
154
- "p90": 0.006893158435821533,
155
- "p95": 0.00699591679573059,
156
- "p99": 0.007094190216064453,
157
  "values": [
158
- 0.007053311824798584,
159
- 0.007045119762420654,
160
- 0.007024640083312988,
161
- 0.006959104061126709,
162
- 0.006972415924072266,
163
- 0.006915008068084717,
164
- 0.006941696166992187,
165
- 0.006825984001159668,
166
- 0.006815743923187256,
167
- 0.006808576107025147,
168
- 0.0068403520584106444,
169
- 0.006855679988861084,
170
- 0.006778880119323731,
171
- 0.006765567779541016,
172
- 0.0067900800704956054,
173
- 0.006673408031463623,
174
- 0.006807551860809326,
175
- 0.0068494720458984375,
176
- 0.00689356803894043,
177
- 0.006772736072540283,
178
- 0.006815743923187256,
179
- 0.006792191982269287,
180
- 0.006752255916595459,
181
- 0.006799359798431396,
182
- 0.006853631973266602,
183
- 0.006840320110321045,
184
- 0.006852608203887939,
185
- 0.006833151817321777,
186
- 0.006915071964263916,
187
- 0.006785024166107178,
188
- 0.006818816184997558,
189
- 0.006889472007751465,
190
- 0.006818816184997558,
191
- 0.006773759841918945,
192
- 0.00672870397567749,
193
- 0.006730751991271973,
194
- 0.00672051191329956,
195
- 0.006779903888702392,
196
- 0.006796288013458252,
197
- 0.006647808074951172,
198
- 0.0067870721817016606,
199
- 0.006754303932189941,
200
- 0.006854656219482422,
201
- 0.0067983360290527345,
202
- 0.006884352207183838,
203
- 0.006860799789428711,
204
- 0.007090176105499267,
205
- 0.006738912105560302,
206
- 0.00675328016281128,
207
- 0.006830080032348633,
208
- 0.006793216228485107,
209
- 0.006793216228485107,
210
- 0.006831103801727295,
211
- 0.006853631973266602,
212
- 0.006779903888702392,
213
- 0.00672051191329956,
214
- 0.00674508810043335,
215
- 0.006700032234191895,
216
- 0.006765567779541016,
217
- 0.006810624122619629,
218
- 0.006660096168518067,
219
- 0.0067338237762451176,
220
- 0.006752255916595459,
221
- 0.006676479816436768,
222
  0.006788095951080322,
223
- 0.00677785587310791,
224
- 0.006762495994567871,
225
- 0.006840288162231445,
226
- 0.006937600135803222,
227
- 0.0068576960563659665,
228
- 0.006756351947784424,
229
- 0.006847455978393555,
230
- 0.0068321280479431154,
231
- 0.006808576107025147,
232
- 0.0067420158386230465,
233
- 0.00674508810043335,
234
- 0.006795263767242431,
235
- 0.0067358717918396,
236
- 0.0067041277885437015,
237
- 0.006627327919006347,
238
- 0.006502399921417237,
239
- 0.006848512172698974,
240
- 0.00672051191329956,
241
- 0.006758399963378906,
242
- 0.007706624031066894,
243
- 0.0070860800743103025,
244
- 0.006737919807434082,
245
- 0.006673408031463623,
246
- 0.006744063854217529,
247
- 0.007065599918365479,
248
- 0.006822912216186523,
249
- 0.00673686408996582,
250
- 0.006909952163696289,
251
- 0.006724607944488525,
252
- 0.006417439937591553,
253
- 0.007098368167877197,
254
- 0.00643891191482544,
255
- 0.006293504238128662,
256
- 0.006346752166748047,
257
- 0.006344704151153564,
258
- 0.0062638077735900875,
259
  0.006336512088775635,
260
- 0.006051839828491211,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
261
  0.006275072097778321,
262
- 0.006397024154663086,
263
- 0.006326272010803223,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
264
  0.006398975849151611,
265
- 0.0062566399574279785,
266
- 0.006315008163452148,
267
- 0.006228991985321045,
268
- 0.006269951820373535,
269
- 0.0062392959594726564,
270
- 0.006245376110076905,
271
- 0.00626585578918457,
272
- 0.006229023933410644,
273
- 0.00628223991394043,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
274
  0.006242303848266601,
275
- 0.00628223991394043,
276
- 0.006270976066589356,
277
- 0.006212607860565185,
278
- 0.0059955201148986816,
279
- 0.0059699201583862304,
280
- 0.00601907205581665,
281
- 0.005963776111602783,
282
- 0.005993472099304199,
283
- 0.005960703849792481,
284
- 0.006038527965545654,
285
- 0.005952511787414551,
286
- 0.005987328052520752,
287
- 0.005946368217468262,
288
- 0.005976064205169678,
289
- 0.005928959846496582,
290
- 0.005984255790710449,
291
- 0.005983232021331787,
292
- 0.006015999794006348,
293
  0.005956607818603516,
294
- 0.005987328052520752,
295
- 0.005957632064819336,
296
- 0.00601907205581665,
297
  0.005954559803009033,
298
- 0.005982207775115967,
299
- 0.005946368217468262,
300
- 0.006009856224060059,
301
- 0.005983263969421387,
302
- 0.006003712177276611,
303
- 0.005980160236358643,
304
- 0.006072319984436035,
305
- 0.00602623987197876,
306
- 0.006073344230651856,
307
- 0.0060067839622497555,
308
- 0.006050816059112549,
309
- 0.006017024040222168
 
 
310
  ]
311
  },
312
  "throughput": {
313
  "unit": "samples/s",
314
- "value": 152.4620501915359
315
  },
316
  "energy": {
317
  "unit": "kWh",
318
- "cpu": 7.288777348779056e-08,
319
- "ram": 3.9852148520967164e-08,
320
- "gpu": 1.398007253374257e-07,
321
- "total": 2.525406473461834e-07
322
  },
323
  "efficiency": {
324
  "unit": "samples/kWh",
325
- "value": 3959758.59929272
326
  }
327
  }
328
  }
 
105
  "load": {
106
  "memory": {
107
  "unit": "MB",
108
+ "max_ram": 717.47584,
109
  "max_global_vram": 1185.415168,
110
  "max_process_vram": 0.0,
111
  "max_reserved": 555.74528,
 
114
  "latency": {
115
  "unit": "s",
116
  "count": 1,
117
+ "total": 7.15118408203125,
118
+ "mean": 7.15118408203125,
119
  "stdev": 0.0,
120
+ "p50": 7.15118408203125,
121
+ "p90": 7.15118408203125,
122
+ "p95": 7.15118408203125,
123
+ "p99": 7.15118408203125,
124
  "values": [
125
+ 7.15118408203125
126
  ]
127
  },
128
  "throughput": null,
129
  "energy": {
130
  "unit": "kWh",
131
+ "cpu": 1.031275921397739e-06,
132
+ "ram": 5.496909971800316e-07,
133
+ "gpu": 1.796945881999551e-06,
134
+ "total": 3.3779128005773217e-06
135
  },
136
  "efficiency": null
137
  },
138
  "forward": {
139
  "memory": {
140
  "unit": "MB",
141
+ "max_ram": 910.757888,
142
  "max_global_vram": 1195.900928,
143
  "max_process_vram": 0.0,
144
  "max_reserved": 555.74528,
 
146
  },
147
  "latency": {
148
  "unit": "s",
149
+ "count": 158,
150
+ "total": 1.000862396717072,
151
+ "mean": 0.006334572131120706,
152
+ "stdev": 0.0002987467115300342,
153
+ "p50": 0.0063400640487670905,
154
+ "p90": 0.006611353731155396,
155
+ "p95": 0.0067413502693176265,
156
+ "p99": 0.007636910090446473,
157
  "values": [
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
158
  0.006788095951080322,
159
+ 0.006677504062652588,
160
+ 0.006739967823028564,
161
+ 0.006749184131622315,
162
+ 0.006782976150512696,
163
+ 0.006494207859039307,
164
+ 0.006511616230010986,
165
+ 0.006445055961608887,
166
+ 0.0064839677810668945,
167
+ 0.0064174079895019534,
168
+ 0.006371327877044678,
169
+ 0.00640723180770874,
170
+ 0.006400000095367431,
171
+ 0.006375423908233643,
172
+ 0.006315008163452148,
173
+ 0.006262784004211426,
174
+ 0.006376448154449463,
175
+ 0.00633241605758667,
176
+ 0.00643071985244751,
177
+ 0.006423552036285401,
178
+ 0.006369279861450195,
179
+ 0.00643071985244751,
180
+ 0.006345727920532227,
181
+ 0.006336512088775635,
182
+ 0.00643071985244751,
183
+ 0.006394879817962646,
184
+ 0.0064174079895019534,
185
+ 0.006407104015350342,
186
+ 0.006360064029693604,
187
+ 0.00642252779006958,
 
 
 
 
 
 
 
188
  0.006336512088775635,
189
+ 0.006386688232421875,
190
+ 0.006403071880340576,
191
+ 0.006379519939422608,
192
+ 0.006432767868041992,
193
+ 0.006311935901641846,
194
+ 0.006304768085479737,
195
+ 0.0062975997924804685,
196
+ 0.006313983917236328,
197
+ 0.006312960147857666,
198
+ 0.0062679038047790524,
199
+ 0.006375423908233643,
200
+ 0.006318016052246094,
201
+ 0.006363135814666748,
202
+ 0.006446080207824707,
203
+ 0.006345727920532227,
204
+ 0.006441984176635742,
205
+ 0.00638156795501709,
206
+ 0.006368256092071533,
207
+ 0.006345727920532227,
208
+ 0.0062863359451293946,
209
+ 0.006386688232421875,
210
+ 0.006405119895935059,
211
+ 0.0063569917678833006,
212
+ 0.006402048110961914,
213
+ 0.006385663986206055,
214
+ 0.006394879817962646,
215
  0.006275072097778321,
216
+ 0.0063415679931640625,
217
+ 0.006360064029693604,
218
+ 0.006333439826965332,
219
+ 0.00643071985244751,
220
+ 0.006278143882751465,
221
+ 0.006331391811370849,
222
+ 0.006363135814666748,
223
+ 0.006305791854858398,
224
+ 0.006367231845855713,
225
+ 0.006309887886047363,
226
+ 0.006803423881530762,
227
+ 0.006661119937896728,
228
+ 0.0066744318008422855,
229
+ 0.006486015796661377,
230
+ 0.0064778242111206055,
231
+ 0.006409215927124024,
232
+ 0.006440959930419922,
233
  0.006398975849151611,
234
+ 0.006736832141876221,
235
+ 0.006657023906707763,
236
+ 0.006585343837738037,
237
+ 0.006676479816436768,
238
+ 0.006602752208709717,
239
+ 0.0065075201988220215,
240
+ 0.006379519939422608,
241
+ 0.006455296039581298,
242
+ 0.006467584133148193,
243
+ 0.006412288188934326,
244
+ 0.0063119039535522465,
245
+ 0.006307839870452881,
246
+ 0.006474751949310303,
247
+ 0.006338560104370118,
248
+ 0.006494143962860108,
249
+ 0.0075939841270446775,
250
+ 0.007617536067962646,
251
+ 0.007686079978942871,
252
+ 0.007662591934204102,
253
+ 0.006631423950195312,
254
+ 0.006540287971496582,
255
+ 0.006519807815551758,
256
+ 0.006341631889343262,
257
+ 0.006343679904937744,
258
+ 0.006228928089141846,
259
+ 0.006295551776885986,
260
+ 0.0063170561790466305,
261
+ 0.006250495910644531,
262
+ 0.006310912132263183,
263
+ 0.006201344013214111,
264
+ 0.006291456222534179,
265
+ 0.006200352191925049,
266
+ 0.006258687973022461,
267
+ 0.006222815990447998,
268
+ 0.006206463813781738,
269
+ 0.006242303848266601,
270
+ 0.0061972479820251464,
271
+ 0.006248447895050049,
272
+ 0.006210591793060303,
273
+ 0.0062442879676818846,
274
+ 0.006245440006256104,
275
+ 0.006237184047698975,
276
+ 0.0062638077735900875,
277
+ 0.006181888103485108,
278
+ 0.0062576642036437985,
279
+ 0.006189055919647217,
280
+ 0.006341695785522461,
281
+ 0.006247424125671387,
282
  0.006242303848266601,
283
+ 0.0062228479385375976,
284
+ 0.005972991943359375,
285
+ 0.005934080123901367,
286
+ 0.005898240089416504,
287
+ 0.005917695999145508,
288
+ 0.005898240089416504,
289
+ 0.005940224170684814,
290
+ 0.005934080123901367,
291
+ 0.005920767784118652,
292
+ 0.005949440002441406,
293
+ 0.005924863815307617,
294
+ 0.005929984092712402,
295
+ 0.005907455921173096,
296
+ 0.005972991943359375,
 
 
 
 
297
  0.005956607818603516,
298
+ 0.005993408203125,
299
+ 0.005970943927764893,
300
+ 0.006000703811645508,
301
  0.005954559803009033,
302
+ 0.00597811222076416,
303
+ 0.005937151908874512,
304
+ 0.005978208065032959,
305
+ 0.005938176155090332,
306
+ 0.006000639915466309,
307
+ 0.005948416233062744,
308
+ 0.005981184005737304,
309
+ 0.005959680080413818,
310
+ 0.006109183788299561,
311
+ 0.005981184005737304,
312
+ 0.00597811222076416,
313
+ 0.0059565439224243165,
314
+ 0.005989376068115234,
315
+ 0.005948416233062744
316
  ]
317
  },
318
  "throughput": {
319
  "unit": "samples/s",
320
+ "value": 157.86385872649
321
  },
322
  "energy": {
323
  "unit": "kWh",
324
+ "cpu": 7.28727504357076e-08,
325
+ "ram": 3.98421447304576e-08,
326
+ "gpu": 1.3497113728834184e-07,
327
+ "total": 2.4768603245450705e-07
328
  },
329
  "efficiency": {
330
  "unit": "samples/kWh",
331
+ "value": 4037369.3667351706
332
  }
333
  }
334
  }