Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
9798d38
·
verified ·
1 Parent(s): 234015a

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 +164 -172
cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json CHANGED
@@ -6,19 +6,17 @@
6
  "version": "2.2.2",
7
  "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
8
  "task": "fill-mask",
9
- "model": "google-bert/bert-base-uncased",
10
  "library": "transformers",
 
 
11
  "device": "cuda",
12
  "device_ids": "0",
13
  "seed": 42,
14
  "inter_op_num_threads": null,
15
  "intra_op_num_threads": null,
16
- "hub_kwargs": {
17
- "revision": "main",
18
- "force_download": false,
19
- "local_files_only": false,
20
- "trust_remote_code": false
21
- },
22
  "no_weights": true,
23
  "device_map": null,
24
  "torch_dtype": null,
@@ -104,7 +102,7 @@
104
  "forward": {
105
  "memory": {
106
  "unit": "MB",
107
- "max_ram": 866.676736,
108
  "max_global_vram": 1229.45536,
109
  "max_process_vram": 0.0,
110
  "max_reserved": 591.396864,
@@ -112,186 +110,180 @@
112
  },
113
  "latency": {
114
  "unit": "s",
115
- "count": 155,
116
- "total": 1.0034770255088807,
117
- "mean": 0.006474045325863747,
118
- "stdev": 0.00030140477391188376,
119
- "p50": 0.006486015796661377,
120
- "p90": 0.006806937694549561,
121
- "p95": 0.006845439910888672,
122
- "p99": 0.007203225669860841,
123
  "values": [
124
- 0.007113728046417236,
125
- 0.006542335987091064,
126
- 0.006731776237487793,
127
- 0.006767615795135498,
128
- 0.0067276802062988285,
129
- 0.006681600093841553,
130
- 0.006542335987091064,
131
- 0.006456319808959961,
132
- 0.006512639999389648,
133
- 0.0064737281799316405,
134
- 0.006529024124145508,
135
- 0.006479872226715088,
136
- 0.006405119895935059,
137
- 0.006492159843444824,
138
- 0.006433792114257812,
139
- 0.006463488101959228,
140
- 0.006415359973907471,
141
- 0.00637337589263916,
142
- 0.006550528049468994,
143
- 0.00662937593460083,
144
- 0.00658022403717041,
145
- 0.006562816143035889,
146
- 0.006569983959197998,
147
- 0.0066416640281677245,
148
- 0.006575104236602783,
149
- 0.006635519981384277,
150
- 0.00658841609954834,
151
- 0.006569983959197998,
152
- 0.006589439868927002,
153
- 0.006780928134918213,
154
- 0.006804480075836182,
155
- 0.006860799789428711,
156
- 0.0081725435256958,
157
- 0.00689356803894043,
158
- 0.006808576107025147,
159
- 0.0068351998329162595,
160
- 0.006759424209594727,
161
- 0.006823935985565186,
162
- 0.006897664070129395,
163
- 0.006713344097137451,
164
- 0.006791168212890625,
165
- 0.00669593620300293,
166
- 0.0067051520347595215,
167
- 0.006686719894409179,
168
- 0.006714367866516113,
169
- 0.006717440128326416,
170
- 0.0066938881874084475,
171
- 0.00669593620300293,
172
- 0.006776832103729248,
173
- 0.006756351947784424,
174
- 0.006592512130737305,
175
- 0.006619135856628418,
176
- 0.006564864158630371,
177
- 0.00653926420211792,
178
- 0.006535168170928955,
179
- 0.006495232105255127,
180
- 0.006585343837738037,
181
- 0.0065372161865234375,
182
- 0.006456319808959961,
183
- 0.007308288097381592,
184
- 0.006761472225189209,
185
- 0.006636544227600098,
186
- 0.006675456047058105,
187
- 0.0067758078575134275,
188
- 0.006656000137329102,
189
- 0.0068392958641052244,
190
- 0.006859776020050049,
191
- 0.006766592025756836,
192
- 0.006732800006866455,
193
- 0.006738944053649902,
194
- 0.006731776237487793,
195
- 0.006808576107025147,
196
- 0.006762495994567871,
197
- 0.006737919807434082,
198
- 0.006642687797546387,
199
- 0.006699007987976074,
200
  0.006833151817321777,
201
- 0.006831103801727295,
202
- 0.0068351998329162595,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
203
  0.006904831886291504,
204
- 0.006755328178405762,
205
- 0.006510591983795166,
206
- 0.006551551818847656,
207
- 0.006509568214416504,
208
- 0.006415359973907471,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
209
  0.006486015796661377,
210
- 0.006436863899230957,
211
- 0.0063907837867736815,
212
- 0.006299647808074951,
213
- 0.006187007904052734,
214
- 0.006299647808074951,
215
- 0.00638976001739502,
216
- 0.006351871967315674,
217
- 0.006144000053405762,
218
- 0.006145023822784424,
219
- 0.006260735988616943,
220
- 0.006411263942718506,
221
- 0.006370304107666015,
222
- 0.006376448154449463,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
223
  0.006479872226715088,
224
- 0.006568960189819336,
225
- 0.006567935943603515,
226
- 0.0062638077735900875,
227
- 0.006098944187164307,
228
- 0.006448128223419189,
229
- 0.006120448112487793,
230
- 0.006288383960723877,
231
- 0.006107135772705078,
232
- 0.006196224212646485,
233
- 0.006141983985900879,
234
- 0.006142975807189942,
235
- 0.006096896171569824,
236
- 0.006169600009918213,
237
- 0.006207488059997559,
238
- 0.006201344013214111,
239
- 0.006141952037811279,
240
- 0.006088704109191895,
241
- 0.006148096084594727,
242
- 0.006346752166748047,
243
- 0.006339583873748779,
244
- 0.006285312175750732,
245
- 0.00632422399520874,
246
  0.006486015796661377,
247
- 0.006295551776885986,
248
- 0.006172671794891358,
249
- 0.006105088233947754,
250
- 0.006123519897460937,
251
- 0.006102015972137451,
252
- 0.0061224961280822755,
253
- 0.0060928001403808595,
254
- 0.006151167869567871,
255
- 0.006107135772705078,
256
- 0.0061224961280822755,
257
- 0.006113279819488526,
258
- 0.0061265921592712404,
259
- 0.006136832237243653,
260
- 0.006088704109191895,
261
- 0.006139904022216797,
262
- 0.006105088233947754,
263
- 0.006154240131378174,
264
- 0.006111231803894043,
265
- 0.006131711959838867,
266
- 0.006100992202758789,
267
- 0.006138879776000977,
268
- 0.006137856006622314,
269
- 0.006180863857269287,
270
- 0.006140927791595459,
271
- 0.006106112003326416,
272
- 0.006165503978729248,
273
- 0.006136832237243653,
274
- 0.006171648025512695,
275
- 0.006107135772705078,
276
- 0.006141952037811279,
277
- 0.006087679862976075,
278
- 0.006123519897460937
279
  ]
280
  },
281
  "throughput": {
282
  "unit": "samples/s",
283
- "value": 154.4629284575766
284
  },
285
  "energy": {
286
  "unit": "kWh",
287
- "cpu": 7.369980329147613e-08,
288
- "ram": 4.028518514533965e-08,
289
- "gpu": 1.4090418449686638e-07,
290
- "total": 2.548891729336822e-07
291
  },
292
  "efficiency": {
293
  "unit": "samples/kWh",
294
- "value": 3923273.744782337
295
  }
296
  }
297
  }
 
6
  "version": "2.2.2",
7
  "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
8
  "task": "fill-mask",
 
9
  "library": "transformers",
10
+ "model": "google-bert/bert-base-uncased",
11
+ "processor": "google-bert/bert-base-uncased",
12
  "device": "cuda",
13
  "device_ids": "0",
14
  "seed": 42,
15
  "inter_op_num_threads": null,
16
  "intra_op_num_threads": null,
17
+ "model_kwargs": {},
18
+ "processor_kwargs": {},
19
+ "hub_kwargs": {},
 
 
 
20
  "no_weights": true,
21
  "device_map": null,
22
  "torch_dtype": null,
 
102
  "forward": {
103
  "memory": {
104
  "unit": "MB",
105
+ "max_ram": 866.246656,
106
  "max_global_vram": 1229.45536,
107
  "max_process_vram": 0.0,
108
  "max_reserved": 591.396864,
 
110
  },
111
  "latency": {
112
  "unit": "s",
113
+ "count": 149,
114
+ "total": 1.0044498558044437,
115
+ "mean": 0.00674127420002982,
116
+ "stdev": 0.00024499234659723505,
117
+ "p50": 0.006795263767242431,
118
+ "p90": 0.0069777409553527835,
119
+ "p95": 0.00704778242111206,
120
+ "p99": 0.007468851203918457,
121
  "values": [
122
+ 0.007434239864349365,
123
+ 0.006978559970855713,
124
+ 0.007173120021820068,
125
+ 0.007058432102203369,
126
+ 0.007072768211364746,
127
+ 0.007023615837097168,
128
+ 0.007021567821502686,
129
+ 0.006977536201477051,
130
+ 0.007021567821502686,
131
+ 0.006884352207183838,
132
+ 0.006872064113616944,
133
+ 0.006855679988861084,
134
+ 0.006873087882995605,
135
+ 0.006795263767242431,
136
+ 0.006754303932189941,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
137
  0.006833151817321777,
138
+ 0.006866943836212158,
139
+ 0.0068853759765625,
140
+ 0.006851583957672119,
141
+ 0.0069027838706970214,
142
+ 0.006892543792724609,
143
+ 0.006841343879699707,
144
+ 0.0068577280044555666,
145
+ 0.006822912216186523,
146
+ 0.0069253120422363285,
147
+ 0.007029759883880615,
148
+ 0.007021567821502686,
149
+ 0.006944767951965332,
150
+ 0.006875135898590088,
151
+ 0.006823935985565186,
152
+ 0.006845439910888672,
153
+ 0.006864895820617676,
154
+ 0.006854656219482422,
155
+ 0.0067983360290527345,
156
+ 0.006751232147216797,
157
+ 0.0067717118263244626,
158
+ 0.006812672138214112,
159
+ 0.006847487926483154,
160
+ 0.006819839954376221,
161
+ 0.006812672138214112,
162
+ 0.0068618240356445315,
163
+ 0.006876160144805908,
164
  0.006904831886291504,
165
+ 0.006948863983154297,
166
+ 0.006918144226074219,
167
+ 0.006884352207183838,
168
+ 0.006821887969970703,
169
+ 0.006847487926483154,
170
+ 0.006871039867401123,
171
+ 0.006880256175994873,
172
+ 0.0068280320167541505,
173
+ 0.0068577280044555666,
174
+ 0.006882304191589355,
175
+ 0.006729728221893311,
176
+ 0.006830080032348633,
177
+ 0.006808576107025147,
178
+ 0.006767615795135498,
179
+ 0.006959104061126709,
180
+ 0.0068884482383728025,
181
+ 0.006758399963378906,
182
+ 0.006800384044647217,
183
+ 0.006809599876403808,
184
+ 0.006815743923187256,
185
+ 0.006767615795135498,
186
+ 0.0075008001327514645,
187
+ 0.00692633581161499,
188
+ 0.006948863983154297,
189
+ 0.0068986878395080565,
190
+ 0.006977536201477051,
191
+ 0.006905856132507324,
192
+ 0.007031807899475098,
193
+ 0.006810624122619629,
194
+ 0.006892543792724609,
195
+ 0.006879231929779053,
196
+ 0.006841343879699707,
197
+ 0.006848512172698974,
198
+ 0.006846464157104492,
199
+ 0.006792191982269287,
200
+ 0.006677567958831787,
201
+ 0.006620160102844238,
202
+ 0.00679423999786377,
203
+ 0.006659071922302246,
204
+ 0.006495232105255127,
205
+ 0.006543360233306885,
206
+ 0.0065781760215759275,
207
+ 0.0066447358131408694,
208
+ 0.006759424209594727,
209
+ 0.006744063854217529,
210
+ 0.006841343879699707,
211
+ 0.007374847888946533,
212
+ 0.007998464107513427,
213
+ 0.0073062400817871095,
214
+ 0.0064849920272827145,
215
+ 0.00652288007736206,
216
+ 0.006500351905822754,
217
+ 0.006461440086364746,
218
+ 0.006479872226715088,
219
+ 0.006461440086364746,
220
+ 0.006511616230010986,
221
+ 0.006523903846740723,
222
  0.006486015796661377,
223
+ 0.00653004789352417,
224
+ 0.006551551818847656,
225
+ 0.0064880638122558594,
226
+ 0.006557695865631104,
227
+ 0.0065136637687683106,
228
+ 0.006561791896820069,
229
+ 0.006482944011688232,
230
+ 0.006503424167633057,
231
+ 0.006470655918121338,
232
+ 0.006479872226715088,
233
+ 0.006490111827850342,
234
+ 0.006498303890228272,
235
+ 0.006471680164337158,
236
+ 0.0065136637687683106,
237
+ 0.006494207859039307,
238
+ 0.006489088058471679,
239
+ 0.006491136074066162,
240
+ 0.006505472183227539,
241
+ 0.006470655918121338,
242
+ 0.006471680164337158,
243
+ 0.006453248023986816,
244
+ 0.006497280120849609,
245
+ 0.006558720111846924,
246
+ 0.006470655918121338,
247
+ 0.0064767999649047855,
248
+ 0.006532095909118653,
249
+ 0.006464511871337891,
250
+ 0.006471680164337158,
251
+ 0.006466559886932373,
252
+ 0.006494207859039307,
253
+ 0.006487040042877197,
254
+ 0.006471680164337158,
255
  0.006479872226715088,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
256
  0.006486015796661377,
257
+ 0.006435840129852295,
258
+ 0.0064767999649047855,
259
+ 0.006460415840148926,
260
+ 0.006496255874633789,
261
+ 0.006501376152038574,
262
+ 0.006496255874633789,
263
+ 0.006489088058471679,
264
+ 0.006499328136444092,
265
+ 0.006491136074066162,
266
+ 0.006854656219482422,
267
+ 0.00659660816192627,
268
+ 0.006492159843444824,
269
+ 0.0065484800338745115,
270
+ 0.006526976108551025
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
271
  ]
272
  },
273
  "throughput": {
274
  "unit": "samples/s",
275
+ "value": 148.33990879581438
276
  },
277
  "energy": {
278
  "unit": "kWh",
279
+ "cpu": 7.197752043052957e-08,
280
+ "ram": 3.930865874281153e-08,
281
+ "gpu": 1.3703714666667818e-07,
282
+ "total": 2.483233258400193e-07
283
  },
284
  "efficiency": {
285
  "unit": "samples/kWh",
286
+ "value": 4027007.9204892884
287
  }
288
  }
289
  }