Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
e528ab4
·
verified ·
1 Parent(s): f0401b7

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 +201 -204
cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json CHANGED
@@ -3,7 +3,7 @@
3
  "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased",
4
  "backend": {
5
  "name": "pytorch",
6
- "version": "2.4.1+cu124",
7
  "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
8
  "task": "fill-mask",
9
  "library": "transformers",
@@ -76,7 +76,7 @@
76
  "cpu_ram_mb": 66697.261056,
77
  "system": "Linux",
78
  "machine": "x86_64",
79
- "platform": "Linux-5.10.223-212.873.amzn2.x86_64-x86_64-with-glibc2.35",
80
  "processor": "x86_64",
81
  "python_version": "3.10.12",
82
  "gpu": [
@@ -88,9 +88,9 @@
88
  "optimum_benchmark_commit": null,
89
  "transformers_version": "4.44.2",
90
  "transformers_commit": null,
91
- "accelerate_version": "0.34.0",
92
  "accelerate_commit": null,
93
- "diffusers_version": "0.30.2",
94
  "diffusers_commit": null,
95
  "optimum_version": null,
96
  "optimum_commit": null,
@@ -104,8 +104,8 @@
104
  "load": {
105
  "memory": {
106
  "unit": "MB",
107
- "max_ram": 794.095616,
108
- "max_global_vram": 1218.9696,
109
  "max_process_vram": 0.0,
110
  "max_reserved": 589.299712,
111
  "max_allocated": 533.571072
@@ -113,244 +113,241 @@
113
  "latency": {
114
  "unit": "s",
115
  "count": 1,
116
- "total": 7.82314501953125,
117
- "mean": 7.82314501953125,
118
  "stdev": 0.0,
119
- "p50": 7.82314501953125,
120
- "p90": 7.82314501953125,
121
- "p95": 7.82314501953125,
122
- "p99": 7.82314501953125,
123
  "values": [
124
- 7.82314501953125
125
  ]
126
  },
127
  "throughput": null,
128
  "energy": {
129
  "unit": "kWh",
130
- "cpu": 9.351822659721639e-07,
131
- "ram": 4.909781620763816e-07,
132
- "gpu": 1.6938902440001395e-06,
133
- "total": 3.1200506720486847e-06
134
  },
135
  "efficiency": null
136
  },
137
  "forward": {
138
  "memory": {
139
  "unit": "MB",
140
- "max_ram": 1049.571328,
141
- "max_global_vram": 1229.45536,
142
  "max_process_vram": 0.0,
143
  "max_reserved": 589.299712,
144
  "max_allocated": 449.025024
145
  },
146
  "latency": {
147
  "unit": "s",
148
- "count": 181,
149
- "total": 1.0001388149261472,
150
- "mean": 0.005525628811746672,
151
- "stdev": 0.00023689074629924987,
152
- "p50": 0.005458943843841553,
153
- "p90": 0.005803008079528809,
154
- "p95": 0.005980160236358643,
155
- "p99": 0.0064466944694519,
156
  "values": [
157
- 0.005987328052520752,
158
- 0.006107135772705078,
 
 
 
 
 
 
159
  0.005681151866912842,
160
- 0.00570470380783081,
161
- 0.005604351997375488,
162
- 0.005586944103240967,
163
- 0.005631999969482422,
164
- 0.005566463947296142,
165
- 0.005599232196807862,
166
- 0.005493760108947754,
167
- 0.005963776111602783,
168
- 0.005833727836608887,
 
 
 
 
169
  0.005792768001556397,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
170
  0.005781504154205322,
171
- 0.005797887802124023,
172
- 0.005808127880096436,
173
- 0.00577023983001709,
174
- 0.005476352214813233,
175
- 0.005408768177032471,
176
- 0.0053340158462524415,
177
- 0.005345280170440674,
178
- 0.005414912223815918,
179
- 0.005440512180328369,
180
- 0.005473279953002929,
181
- 0.005527584075927734,
182
- 0.005518335819244385,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
183
  0.005582848072052002,
184
  0.00553984022140503,
185
- 0.005538815975189209,
186
- 0.005458943843841553,
187
- 0.005425151824951172,
188
- 0.005447679996490478,
189
- 0.005473279953002929,
190
- 0.005560319900512695,
191
- 0.005532671928405761,
192
- 0.005495808124542236,
193
- 0.005550079822540284,
194
- 0.005483520030975342,
195
- 0.005505023956298828,
196
- 0.005506048202514649,
197
- 0.005445631980895996,
198
- 0.005458943843841553,
199
- 0.005502975940704345,
200
- 0.005475327968597412,
201
- 0.0055552000999450684,
202
- 0.005458943843841553,
203
- 0.005489664077758789,
204
- 0.005355519771575928,
205
- 0.005305344104766845,
206
- 0.00535859203338623,
207
- 0.005441535949707031,
208
- 0.005421055793762207,
209
- 0.005453824043273926,
210
- 0.005479423999786377,
211
- 0.0054282240867614745,
212
- 0.005478400230407715,
213
- 0.005451776027679443,
214
- 0.005411839962005615,
215
- 0.005478400230407715,
216
- 0.005469183921813964,
217
  0.005529600143432617,
218
- 0.00552243185043335,
219
- 0.0054988799095153805,
220
- 0.0055244798660278325,
221
- 0.005532671928405761,
222
- 0.005455872058868408,
223
- 0.005485568046569824,
224
- 0.005410816192626953,
225
- 0.005486591815948487,
226
- 0.005533696174621582,
227
- 0.005489664077758789,
228
- 0.005469183921813964,
229
- 0.005472256183624268,
230
- 0.005448703765869141,
231
- 0.005480447769165039,
232
- 0.005493760108947754,
233
- 0.005378047943115235,
234
- 0.005362688064575195,
235
- 0.005380095958709717,
236
- 0.005414912223815918,
237
- 0.005442560195922852,
238
- 0.005422111988067627,
239
- 0.005571584224700928,
240
- 0.005441535949707031,
241
- 0.00535756778717041,
242
- 0.005405695915222168,
243
- 0.005451776027679443,
244
- 0.0053944320678710935,
245
- 0.005436416149139404,
246
- 0.005395455837249756,
247
- 0.005388288021087646,
248
- 0.005425151824951172,
249
- 0.006003712177276611,
250
- 0.005773312091827393,
251
- 0.006118400096893311,
252
- 0.006816768169403077,
253
- 0.006022143840789795,
254
- 0.0058388481140136715,
255
- 0.005803008079528809,
256
- 0.005832704067230224,
257
- 0.005790719985961914,
258
- 0.005859327793121338,
259
- 0.005831679821014404,
260
- 0.0067686400413513184,
261
- 0.006366208076477051,
262
- 0.006188032150268555,
263
  0.005797887802124023,
264
- 0.00576204776763916,
265
- 0.005815296173095703,
266
- 0.005703680038452149,
267
- 0.005649407863616943,
268
- 0.005492735862731934,
269
- 0.005542912006378174,
270
- 0.005601280212402344,
271
- 0.00537395191192627,
272
- 0.005188608169555664,
273
- 0.0051333122253417966,
274
- 0.005137407779693603,
275
- 0.00516812801361084,
276
- 0.005516287803649903,
277
- 0.005482495784759522,
278
- 0.0054988799095153805,
279
- 0.005600255966186523,
280
- 0.0055582718849182125,
281
- 0.005594111919403076,
282
- 0.0056217598915100095,
283
- 0.005783552169799804,
 
284
  0.005626880168914795,
285
- 0.005980160236358643,
286
- 0.005606400012969971,
287
- 0.005212160110473632,
288
- 0.005202943801879883,
289
- 0.005178368091583252,
290
- 0.0051701760292053225,
291
- 0.005227519989013672,
292
- 0.005154816150665284,
293
- 0.005178368091583252,
294
- 0.005337088108062744,
295
- 0.005451776027679443,
 
 
296
  0.005416959762573242,
 
 
 
297
  0.005430272102355957,
298
- 0.00538316822052002,
299
- 0.0055552000999450684,
300
- 0.005453824043273926,
301
- 0.0054568958282470706,
302
- 0.005419007778167725,
303
- 0.005430272102355957,
304
- 0.0053821439743042,
305
- 0.005419007778167725,
306
- 0.005400576114654541,
307
- 0.005411839962005615,
308
- 0.0054241280555725096,
309
- 0.005449728012084961,
310
- 0.005398528099060058,
311
- 0.005454847812652588,
312
- 0.005396480083465576,
313
- 0.005419007778167725,
314
- 0.005407743930816651,
315
- 0.00542310380935669,
316
- 0.005405695915222168,
317
- 0.005421055793762207,
318
- 0.005417984008789062,
319
- 0.005429247856140137,
320
- 0.00542310380935669,
321
- 0.005413887977600097,
322
- 0.005412864208221436,
323
- 0.005422080039978027,
324
- 0.005391359806060791,
325
- 0.005445631980895996,
326
- 0.005389311790466309,
327
- 0.005413887977600097,
328
- 0.00541593599319458,
329
- 0.005406720161437988,
330
- 0.005395455837249756,
331
- 0.005435391902923584,
332
- 0.00537395191192627,
333
- 0.005411839962005615,
334
- 0.005410816192626953,
335
- 0.005402624130249023,
336
- 0.0053821439743042,
337
- 0.005449728012084961
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
338
  ]
339
  },
340
  "throughput": {
341
  "unit": "samples/s",
342
- "value": 180.97487798567784
343
  },
344
  "energy": {
345
  "unit": "kWh",
346
- "cpu": 6.314349906545787e-08,
347
- "ram": 3.4518508942727886e-08,
348
- "gpu": 1.2146286312766005e-07,
349
- "total": 2.191248711358458e-07
350
  },
351
  "efficiency": {
352
  "unit": "samples/kWh",
353
- "value": 4563607.931936001
354
  }
355
  }
356
  }
 
3
  "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased",
4
  "backend": {
5
  "name": "pytorch",
6
+ "version": "2.6.0.dev20240917+cu124",
7
  "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
8
  "task": "fill-mask",
9
  "library": "transformers",
 
76
  "cpu_ram_mb": 66697.261056,
77
  "system": "Linux",
78
  "machine": "x86_64",
79
+ "platform": "Linux-5.10.224-212.876.amzn2.x86_64-x86_64-with-glibc2.35",
80
  "processor": "x86_64",
81
  "python_version": "3.10.12",
82
  "gpu": [
 
88
  "optimum_benchmark_commit": null,
89
  "transformers_version": "4.44.2",
90
  "transformers_commit": null,
91
+ "accelerate_version": "0.34.2",
92
  "accelerate_commit": null,
93
+ "diffusers_version": "0.30.3",
94
  "diffusers_commit": null,
95
  "optimum_version": null,
96
  "optimum_commit": null,
 
104
  "load": {
105
  "memory": {
106
  "unit": "MB",
107
+ "max_ram": 805.072896,
108
+ "max_global_vram": 1226.309632,
109
  "max_process_vram": 0.0,
110
  "max_reserved": 589.299712,
111
  "max_allocated": 533.571072
 
113
  "latency": {
114
  "unit": "s",
115
  "count": 1,
116
+ "total": 8.5264736328125,
117
+ "mean": 8.5264736328125,
118
  "stdev": 0.0,
119
+ "p50": 8.5264736328125,
120
+ "p90": 8.5264736328125,
121
+ "p95": 8.5264736328125,
122
+ "p99": 8.5264736328125,
123
  "values": [
124
+ 8.5264736328125
125
  ]
126
  },
127
  "throughput": null,
128
  "energy": {
129
  "unit": "kWh",
130
+ "cpu": 9.447526048815134e-07,
131
+ "ram": 4.982736155477693e-07,
132
+ "gpu": 1.7388902799966854e-06,
133
+ "total": 3.181916500425968e-06
134
  },
135
  "efficiency": null
136
  },
137
  "forward": {
138
  "memory": {
139
  "unit": "MB",
140
+ "max_ram": 1056.862208,
141
+ "max_global_vram": 1236.795392,
142
  "max_process_vram": 0.0,
143
  "max_reserved": 589.299712,
144
  "max_allocated": 449.025024
145
  },
146
  "latency": {
147
  "unit": "s",
148
+ "count": 178,
149
+ "total": 1.0032415347099304,
150
+ "mean": 0.005636188397246801,
151
+ "stdev": 0.0001735130568022764,
152
+ "p50": 0.005602816104888916,
153
+ "p90": 0.005857177543640137,
154
+ "p95": 0.005888153576850892,
155
+ "p99": 0.006097295131683349,
156
  "values": [
157
+ 0.00607539176940918,
158
+ 0.006170623779296875,
159
+ 0.005854207992553711,
160
+ 0.005767168045043946,
161
+ 0.005732351779937744,
162
+ 0.005735424041748047,
163
+ 0.00572108793258667,
164
+ 0.005668863773345947,
165
  0.005681151866912842,
166
+ 0.005642240047454834,
167
+ 0.00566374397277832,
168
+ 0.005667840003967285,
169
+ 0.005617663860321045,
170
+ 0.005617663860321045,
171
+ 0.005571584224700928,
172
+ 0.005662720203399658,
173
+ 0.005645311832427978,
174
+ 0.005834752082824707,
175
+ 0.005787648200988769,
176
+ 0.005689343929290771,
177
+ 0.005698560237884521,
178
+ 0.005687295913696289,
179
  0.005792768001556397,
180
+ 0.0058122239112854005,
181
+ 0.005856256008148194,
182
+ 0.005945343971252442,
183
+ 0.005901311874389649,
184
+ 0.00588595199584961,
185
+ 0.005702655792236328,
186
+ 0.00563097620010376,
187
+ 0.0055797758102417,
188
+ 0.005772287845611572,
189
+ 0.00581324815750122,
190
+ 0.0058091521263122555,
191
+ 0.005888000011444092,
192
+ 0.00586240005493164,
193
+ 0.005854207992553711,
194
+ 0.005863423824310303,
195
+ 0.005859327793121338,
196
  0.005781504154205322,
197
+ 0.005889023780822754,
198
+ 0.005793791770935058,
199
+ 0.005853184223175049,
200
+ 0.00587775993347168,
201
+ 0.005863423824310303,
202
+ 0.005577727794647217,
203
+ 0.005626880168914795,
204
+ 0.005588992118835449,
205
+ 0.005540863990783691,
206
+ 0.005434368133544922,
207
+ 0.0054271998405456545,
208
+ 0.005452799797058106,
209
+ 0.005683199882507324,
210
+ 0.0055582718849182125,
211
+ 0.005552127838134766,
212
+ 0.005547008037567139,
213
+ 0.005481472015380859,
214
+ 0.005530623912811279,
215
+ 0.005542912006378174,
216
+ 0.0055203838348388675,
217
+ 0.005560319900512695,
218
+ 0.005583871841430664,
219
+ 0.005805056095123291,
220
+ 0.005603328227996827,
221
+ 0.0056852478981018065,
222
+ 0.005602303981781006,
223
+ 0.005608448028564453,
224
+ 0.005612544059753418,
225
  0.005582848072052002,
226
  0.00553984022140503,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
227
  0.005529600143432617,
228
+ 0.005527552127838135,
229
+ 0.005667840003967285,
230
+ 0.005623807907104492,
231
+ 0.005627903938293457,
232
+ 0.0055797758102417,
233
+ 0.005582848072052002,
234
+ 0.005953536033630371,
235
+ 0.005860352039337159,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
236
  0.005797887802124023,
237
+ 0.00571289587020874,
238
+ 0.005814271926879883,
239
+ 0.005807104110717773,
240
+ 0.005819392204284668,
241
+ 0.005773312091827393,
242
+ 0.00581324815750122,
243
+ 0.005949440002441406,
244
+ 0.005745664119720459,
245
+ 0.0057794561386108395,
246
+ 0.005725183963775635,
247
+ 0.005758975982666016,
248
+ 0.005756927967071533,
249
+ 0.005785600185394287,
250
+ 0.005537792205810547,
251
+ 0.00552243185043335,
252
+ 0.00552243185043335,
253
+ 0.005512191772460938,
254
+ 0.005553152084350586,
255
+ 0.005537792205810547,
256
+ 0.005603328227996827,
257
+ 0.00570470380783081,
258
  0.005626880168914795,
259
+ 0.005646336078643799,
260
+ 0.0056514558792114256,
261
+ 0.005612544059753418,
262
+ 0.005635072231292724,
263
+ 0.005595136165618897,
264
+ 0.005571584224700928,
265
+ 0.005595136165618897,
266
+ 0.005536767959594726,
267
+ 0.005530623912811279,
268
+ 0.005478400230407715,
269
+ 0.005544960021972656,
270
+ 0.005587967872619629,
271
+ 0.005463039875030518,
272
  0.005416959762573242,
273
+ 0.005431295871734619,
274
+ 0.0053002238273620605,
275
+ 0.00532480001449585,
276
  0.005430272102355957,
277
+ 0.005563392162322998,
278
+ 0.005369855880737305,
279
+ 0.005245952129364013,
280
+ 0.005256192207336426,
281
+ 0.005504000186920166,
282
+ 0.00557260799407959,
283
+ 0.00573747205734253,
284
+ 0.0055511040687561035,
285
+ 0.00561356782913208,
286
+ 0.005607423782348633,
287
+ 0.005647359848022461,
288
+ 0.005701632022857666,
289
+ 0.005833727836608887,
290
+ 0.005881855964660645,
291
+ 0.0055848960876464845,
292
+ 0.00547430419921875,
293
+ 0.005509119987487793,
294
+ 0.0054876160621643065,
295
+ 0.005462016105651855,
296
+ 0.005496831893920898,
297
+ 0.005482495784759522,
298
+ 0.005481472015380859,
299
+ 0.005511168003082275,
300
+ 0.0054876160621643065,
301
+ 0.005573631763458252,
302
+ 0.00550707197189331,
303
+ 0.005502975940704345,
304
+ 0.00555622386932373,
305
+ 0.005478400230407715,
306
+ 0.005512191772460938,
307
+ 0.0056442880630493165,
308
+ 0.005438464164733887,
309
+ 0.005484543800354004,
310
+ 0.005481472015380859,
311
+ 0.005504000186920166,
312
+ 0.005483520030975342,
313
+ 0.005495808124542236,
314
+ 0.005495808124542236,
315
+ 0.005488639831542969,
316
+ 0.005478400230407715,
317
+ 0.005505023956298828,
318
+ 0.005494783878326416,
319
+ 0.005473279953002929,
320
+ 0.00546611213684082,
321
+ 0.005481472015380859,
322
+ 0.005486591815948487,
323
+ 0.00550707197189331,
324
+ 0.005425151824951172,
325
+ 0.005486591815948487,
326
+ 0.00582041597366333,
327
+ 0.005957632064819336,
328
+ 0.006621183872222901,
329
+ 0.005654528141021729,
330
+ 0.005798912048339844,
331
+ 0.005548031806945801,
332
+ 0.005511168003082275,
333
+ 0.005517375946044922,
334
+ 0.005501952171325684
335
  ]
336
  },
337
  "throughput": {
338
  "unit": "samples/s",
339
+ "value": 177.42487112185356
340
  },
341
  "energy": {
342
  "unit": "kWh",
343
+ "cpu": 6.41198544095403e-08,
344
+ "ram": 3.494910224856533e-08,
345
+ "gpu": 1.3184000989246483e-07,
346
+ "total": 2.309089665505705e-07
347
  },
348
  "efficiency": {
349
  "unit": "samples/kWh",
350
+ "value": 4330710.993767294
351
  }
352
  }
353
  }