Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
660026b
·
verified ·
1 Parent(s): 6d9b0e2

Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub

Browse files
Files changed (1) hide show
  1. cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json +211 -205
cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json CHANGED
@@ -86,7 +86,7 @@
86
  "gpu_vram_mb": 24146608128,
87
  "optimum_benchmark_version": "0.4.0",
88
  "optimum_benchmark_commit": null,
89
- "transformers_version": "4.44.0",
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": 783.929344,
108
  "max_global_vram": 1218.9696,
109
  "max_process_vram": 0.0,
110
  "max_reserved": 589.299712,
@@ -113,31 +113,31 @@
113
  "latency": {
114
  "unit": "s",
115
  "count": 1,
116
- "total": 7.4391728515625,
117
- "mean": 7.4391728515625,
118
  "stdev": 0.0,
119
- "p50": 7.4391728515625,
120
- "p90": 7.4391728515625,
121
- "p95": 7.4391728515625,
122
- "p99": 7.4391728515625,
123
  "values": [
124
- 7.4391728515625
125
  ]
126
  },
127
  "throughput": null,
128
  "energy": {
129
  "unit": "kWh",
130
- "cpu": 9.330502888894662e-07,
131
- "ram": 4.953965417909751e-07,
132
- "gpu": 1.6752791180000073e-06,
133
- "total": 3.103725948680449e-06
134
  },
135
  "efficiency": null
136
  },
137
  "forward": {
138
  "memory": {
139
  "unit": "MB",
140
- "max_ram": 1039.405056,
141
  "max_global_vram": 1229.45536,
142
  "max_process_vram": 0.0,
143
  "max_reserved": 589.299712,
@@ -145,214 +145,220 @@
145
  },
146
  "latency": {
147
  "unit": "s",
148
- "count": 183,
149
- "total": 1.0026394238471987,
150
- "mean": 0.0054789039554491705,
151
- "stdev": 0.00022611922991425134,
152
- "p50": 0.005482495784759522,
153
- "p90": 0.005716377735137939,
154
- "p95": 0.005816115379333496,
155
- "p99": 0.006292664422988891,
156
  "values": [
157
- 0.006115327835083008,
158
- 0.006335487842559814,
159
- 0.006088704109191895,
160
- 0.005859327793121338,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
161
  0.005765120029449463,
162
- 0.005805056095123291,
163
- 0.005817344188690185,
164
- 0.005720064163208007,
165
- 0.0057794561386108395,
166
- 0.005763072013854981,
167
- 0.00628326416015625,
168
- 0.0056442880630493165,
169
- 0.005377024173736572,
170
- 0.005312511920928955,
171
- 0.005336063861846924,
172
- 0.005338111877441406,
173
- 0.005288959980010987,
174
- 0.005288959980010987,
175
- 0.005336063861846924,
176
- 0.005294079780578613,
 
 
 
 
 
177
  0.005318655967712403,
178
- 0.005341184139251709,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
179
  0.0053002238273620605,
180
- 0.005279744148254394,
181
- 0.0053340158462524415,
182
- 0.005326848030090332,
183
- 0.005245952129364013,
184
- 0.005237760066986084,
185
- 0.005238783836364746,
186
- 0.00521727991104126,
187
- 0.005256192207336426,
188
- 0.005214208126068115,
189
- 0.005223423957824707,
190
- 0.005220352172851562,
191
- 0.005252096176147461,
192
- 0.005224448204040527,
193
- 0.0052408318519592285,
194
- 0.0052408638000488285,
195
- 0.0052295680046081545,
196
- 0.005214208126068115,
197
- 0.005264383792877197,
198
- 0.00522649621963501,
199
- 0.005243904113769531,
200
- 0.005260287761688232,
201
- 0.005251071929931641,
202
- 0.005259263992309571,
203
- 0.005238783836364746,
204
- 0.005231616020202637,
205
  0.0053350400924682614,
206
- 0.0053012480735778805,
207
- 0.005319680213928223,
208
- 0.005227519989013672,
209
- 0.005312511920928955,
210
- 0.005325823783874512,
211
- 0.005286911964416504,
212
- 0.005241856098175048,
213
  0.00531660795211792,
214
- 0.00521727991104126,
215
- 0.005237760066986084,
216
- 0.005274623870849609,
217
- 0.005227519989013672,
218
- 0.005228544235229492,
219
- 0.005264383792877197,
220
- 0.00521830415725708,
221
- 0.005216256141662597,
222
- 0.0052111358642578124,
223
- 0.005246975898742676,
224
- 0.005191679954528809,
225
- 0.005399551868438721,
226
- 0.005900288105010986,
227
- 0.005340159893035889,
228
- 0.005345280170440674,
229
- 0.005307392120361328,
230
- 0.00535756778717041,
231
- 0.005416959762573242,
232
- 0.005294079780578613,
233
- 0.005255167961120606,
234
- 0.005281792163848877,
235
- 0.005356544017791748,
236
- 0.005294079780578613,
237
- 0.005350399971008301,
238
- 0.005255167961120606,
239
- 0.005232639789581299,
240
- 0.005254144191741943,
241
- 0.0052295680046081545,
242
- 0.0052070398330688475,
243
- 0.005242879867553711,
244
- 0.005262335777282715,
245
  0.005279744148254394,
246
- 0.005285888195037842,
247
- 0.00531660795211792,
248
- 0.005276671886444092,
249
- 0.005747712135314941,
250
- 0.00530944013595581,
251
- 0.005305344104766845,
252
- 0.005496831893920898,
253
- 0.005506048202514649,
254
- 0.005468160152435303,
255
- 0.005273600101470947,
256
- 0.00532480001449585,
257
- 0.005471231937408447,
258
- 0.005492735862731934,
259
- 0.005505023956298828,
260
- 0.00577023983001709,
261
- 0.005615615844726562,
262
- 0.005574656009674072,
263
- 0.005409791946411133,
264
- 0.005409791946411133,
265
- 0.005623807907104492,
266
- 0.005940224170684814,
267
- 0.006342656135559082,
268
- 0.005728256225585937,
269
- 0.005640192031860352,
270
- 0.005657599925994873,
271
- 0.005604351997375488,
272
- 0.005666848182678223,
273
- 0.005619711875915527,
274
- 0.005574656009674072,
275
- 0.005582848072052002,
276
- 0.005475327968597412,
277
- 0.005496831893920898,
278
- 0.005526527881622314,
279
- 0.0054988799095153805,
280
- 0.005529600143432617,
281
- 0.005482495784759522,
282
- 0.005468160152435303,
283
- 0.005535744190216065,
284
- 0.005463039875030518,
285
- 0.005798912048339844,
286
- 0.005587967872619629,
287
- 0.005544960021972656,
288
- 0.005538815975189209,
289
- 0.005502975940704345,
290
- 0.005500927925109863,
291
- 0.005547008037567139,
292
- 0.005467135906219483,
293
- 0.005639167785644531,
294
- 0.005587967872619629,
295
- 0.005649407863616943,
296
- 0.005633024215698243,
297
- 0.005612544059753418,
298
- 0.005658624172210694,
299
- 0.005602303981781006,
300
- 0.005608448028564453,
301
- 0.00562278413772583,
302
- 0.005605375766754151,
303
- 0.005618688106536865,
304
- 0.005602303981781006,
305
- 0.005650432109832764,
306
- 0.00566374397277832,
307
- 0.005599232196807862,
308
- 0.005656576156616211,
309
- 0.005607423782348633,
310
- 0.005650432109832764,
311
- 0.005673984050750733,
312
- 0.005583871841430664,
313
- 0.005634047985076904,
314
- 0.005699584007263184,
315
- 0.005659647941589355,
316
- 0.005588992118835449,
317
- 0.005606400012969971,
318
- 0.005591040134429932,
319
- 0.005593088150024414,
320
- 0.005595136165618897,
321
- 0.005576704025268555,
322
- 0.005591040134429932,
323
- 0.005597184181213379,
324
- 0.00557260799407959,
325
- 0.005643263816833496,
326
- 0.00556441593170166,
327
- 0.005588992118835449,
328
- 0.005623807907104492,
329
- 0.005593088150024414,
330
- 0.0059955201148986816,
331
- 0.005637119770050049,
332
- 0.005652480125427246,
333
- 0.005616640090942383,
334
- 0.005588992118835449,
335
- 0.005701632022857666,
336
- 0.0055797758102417,
337
- 0.005617663860321045,
338
- 0.005570559978485107,
339
- 0.005581823825836182
340
  ]
341
  },
342
  "throughput": {
343
  "unit": "samples/s",
344
- "value": 182.51825696003064
345
  },
346
  "energy": {
347
  "unit": "kWh",
348
- "cpu": 6.327562652925317e-08,
349
- "ram": 3.4596638899324e-08,
350
- "gpu": 1.2872793986170377e-07,
351
- "total": 2.2660020529028095e-07
352
  },
353
  "efficiency": {
354
  "unit": "samples/kWh",
355
- "value": 4413058.667440186
356
  }
357
  }
358
  }
 
86
  "gpu_vram_mb": 24146608128,
87
  "optimum_benchmark_version": "0.4.0",
88
  "optimum_benchmark_commit": null,
89
+ "transformers_version": "4.44.1",
90
  "transformers_commit": null,
91
  "accelerate_version": "0.33.0",
92
  "accelerate_commit": null,
 
104
  "load": {
105
  "memory": {
106
  "unit": "MB",
107
+ "max_ram": 782.811136,
108
  "max_global_vram": 1218.9696,
109
  "max_process_vram": 0.0,
110
  "max_reserved": 589.299712,
 
113
  "latency": {
114
  "unit": "s",
115
  "count": 1,
116
+ "total": 7.39721240234375,
117
+ "mean": 7.39721240234375,
118
  "stdev": 0.0,
119
+ "p50": 7.39721240234375,
120
+ "p90": 7.39721240234375,
121
+ "p95": 7.39721240234375,
122
+ "p99": 7.39721240234375,
123
  "values": [
124
+ 7.39721240234375
125
  ]
126
  },
127
  "throughput": null,
128
  "energy": {
129
  "unit": "kWh",
130
+ "cpu": 9.329833868056724e-07,
131
+ "ram": 4.953867972398368e-07,
132
+ "gpu": 0.0,
133
+ "total": 1.4283701840455092e-06
134
  },
135
  "efficiency": null
136
  },
137
  "forward": {
138
  "memory": {
139
  "unit": "MB",
140
+ "max_ram": 1038.393344,
141
  "max_global_vram": 1229.45536,
142
  "max_process_vram": 0.0,
143
  "max_reserved": 589.299712,
 
145
  },
146
  "latency": {
147
  "unit": "s",
148
+ "count": 189,
149
+ "total": 1.0031414403915404,
150
+ "mean": 0.005307626668738311,
151
+ "stdev": 0.0003760164411977159,
152
+ "p50": 0.0051773438453674315,
153
+ "p90": 0.0054796287536621096,
154
+ "p95": 0.006045491313934326,
155
+ "p99": 0.00667402242660523,
156
  "values": [
157
+ 0.006071296215057373,
158
+ 0.006213632106781006,
159
+ 0.006102015972137451,
160
+ 0.006001664161682129,
161
+ 0.0060067839622497555,
162
+ 0.005964799880981446,
163
+ 0.0059391999244689945,
164
+ 0.0062576642036437985,
165
+ 0.005479423999786377,
166
+ 0.005224448204040527,
167
+ 0.005182464122772217,
168
+ 0.005222400188446045,
169
+ 0.0051701760292053225,
170
+ 0.0051773438453674315,
171
+ 0.005183487892150879,
172
+ 0.0051773438453674315,
173
+ 0.005190656185150146,
174
+ 0.005249023914337158,
175
+ 0.005184512138366699,
176
+ 0.005094399929046631,
177
+ 0.005150720119476319,
178
+ 0.0051773438453674315,
179
+ 0.005155839920043945,
180
+ 0.005154816150665284,
181
+ 0.005158912181854248,
182
+ 0.00516812801361084,
183
+ 0.00516812801361084,
184
+ 0.005178368091583252,
185
+ 0.005182464122772217,
186
+ 0.0051660799980163576,
187
+ 0.005193727970123291,
188
+ 0.005190656185150146,
189
+ 0.005197887897491455,
190
+ 0.005181439876556396,
191
+ 0.005191679954528809,
192
+ 0.005483520030975342,
193
+ 0.005332992076873779,
194
+ 0.005150784015655518,
195
+ 0.005183487892150879,
196
+ 0.0051404800415039064,
197
+ 0.005152768135070801,
198
+ 0.005135359764099121,
199
+ 0.00517632007598877,
200
+ 0.0051701760292053225,
201
+ 0.005173247814178467,
202
+ 0.005182464122772217,
203
+ 0.00515993595123291,
204
+ 0.00517632007598877,
205
+ 0.005134335994720459,
206
+ 0.005142528057098389,
207
+ 0.005174272060394287,
208
+ 0.005155839920043945,
209
+ 0.00517632007598877,
210
+ 0.005142528057098389,
211
+ 0.005187583923339844,
212
+ 0.0051333122253417966,
213
+ 0.005190656185150146,
214
+ 0.005169151782989502,
215
+ 0.005195775985717774,
216
+ 0.005156864166259765,
217
+ 0.005173247814178467,
218
+ 0.005153791904449463,
219
+ 0.0051773438453674315,
220
+ 0.005144576072692871,
221
+ 0.005150720119476319,
222
+ 0.005154816150665284,
223
+ 0.00517632007598877,
224
+ 0.005157887935638428,
225
+ 0.005174272060394287,
226
+ 0.005188608169555664,
227
+ 0.0051363840103149415,
228
+ 0.0051435518264770505,
229
+ 0.005155839920043945,
230
+ 0.005114880084991455,
231
+ 0.005175295829772949,
232
+ 0.005141503810882568,
233
+ 0.005183487892150879,
234
+ 0.005117951869964599,
235
+ 0.005154816150665284,
236
+ 0.0052111358642578124,
237
+ 0.005480447769165039,
238
+ 0.005436416149139404,
239
+ 0.005477375984191894,
240
+ 0.005388288021087646,
241
+ 0.005385216236114502,
242
+ 0.005495808124542236,
243
+ 0.006150144100189209,
244
+ 0.00571289587020874,
245
+ 0.005337088108062744,
246
+ 0.005318655967712403,
247
+ 0.00530944013595581,
248
+ 0.005276671886444092,
249
  0.005765120029449463,
250
+ 0.005321728229522705,
251
+ 0.005275680065155029,
252
+ 0.005134367942810058,
253
+ 0.00515993595123291,
254
+ 0.005117951869964599,
255
+ 0.005144576072692871,
256
+ 0.005145599842071533,
257
+ 0.005127168178558349,
258
+ 0.005174272060394287,
259
+ 0.005157887935638428,
260
+ 0.005180416107177735,
261
+ 0.005179391860961914,
262
+ 0.005146624088287354,
263
+ 0.006516736030578613,
264
+ 0.006307839870452881,
265
+ 0.0061521921157836916,
266
+ 0.008194047927856446,
267
+ 0.007827455997467042,
268
+ 0.005355519771575928,
269
+ 0.005379072189331055,
270
  0.005318655967712403,
271
+ 0.0053647360801696775,
272
+ 0.005356544017791748,
273
+ 0.005275648117065429,
274
+ 0.005119999885559082,
275
+ 0.005198847770690918,
276
+ 0.0051660799980163576,
277
+ 0.005161983966827393,
278
+ 0.005141503810882568,
279
+ 0.005184512138366699,
280
+ 0.00516812801361084,
281
+ 0.00516812801361084,
282
+ 0.005181439876556396,
283
+ 0.005126143932342529,
284
+ 0.0050800638198852536,
285
+ 0.005278719902038574,
286
  0.0053002238273620605,
287
+ 0.0053975038528442385,
288
+ 0.005341184139251709,
289
+ 0.005311488151550293,
290
+ 0.00538316822052002,
291
+ 0.005393407821655274,
292
+ 0.005315584182739258,
293
+ 0.005344255924224854,
294
+ 0.005331967830657959,
295
+ 0.005322751998901368,
296
+ 0.005349376201629639,
297
+ 0.005395455837249756,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
298
  0.0053350400924682614,
 
 
 
 
 
 
 
299
  0.00531660795211792,
300
+ 0.0053606400489807126,
301
+ 0.0053340158462524415,
302
+ 0.005331967830657959,
303
+ 0.005354496002197265,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
304
  0.005279744148254394,
305
+ 0.00530841588973999,
306
+ 0.005321728229522705,
307
+ 0.005280767917633057,
308
+ 0.005284863948822022,
309
+ 0.00531763219833374,
310
+ 0.0052930560111999515,
311
+ 0.005260287761688232,
312
+ 0.0053012480735778805,
313
+ 0.0053043198585510255,
314
+ 0.00530841588973999,
315
+ 0.005146624088287354,
316
+ 0.005156864166259765,
317
+ 0.005154816150665284,
318
+ 0.005138432025909424,
319
+ 0.005138432025909424,
320
+ 0.005092351913452148,
321
+ 0.005145599842071533,
322
+ 0.005123072147369385,
323
+ 0.005157887935638428,
324
+ 0.005124095916748047,
325
+ 0.0051660799980163576,
326
+ 0.005124095916748047,
327
+ 0.005137407779693603,
328
+ 0.005137407779693603,
329
+ 0.005127168178558349,
330
+ 0.005137407779693603,
331
+ 0.0051333122253417966,
332
+ 0.005135392189025879,
333
+ 0.005161983966827393,
334
+ 0.005123072147369385,
335
+ 0.00515174388885498,
336
+ 0.005126143932342529,
337
+ 0.005161983966827393,
338
+ 0.0051272640228271485,
339
+ 0.005156864166259765,
340
+ 0.005130239963531494,
341
+ 0.00516096019744873,
342
+ 0.005132287979125977,
343
+ 0.005137407779693603,
344
+ 0.005155839920043945,
345
+ 0.005164031982421875
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
346
  ]
347
  },
348
  "throughput": {
349
  "unit": "samples/s",
350
+ "value": 188.4081270994353
351
  },
352
  "energy": {
353
  "unit": "kWh",
354
+ "cpu": 6.437394324426335e-08,
355
+ "ram": 3.5192189969669784e-08,
356
+ "gpu": 1.3139201332608578e-07,
357
+ "total": 2.3095814654001892e-07
358
  },
359
  "efficiency": {
360
  "unit": "samples/kWh",
361
+ "value": 4329788.816636207
362
  }
363
  }
364
  }