IlyasMoutawwakil HF staff commited on
Commit
6788dba
·
verified ·
1 Parent(s): d7d0ae4

Upload cuda_inference_transformers_image-classification_google/vit-base-patch16-224/benchmark.json with huggingface_hub

Browse files
cuda_inference_transformers_image-classification_google/vit-base-patch16-224/benchmark.json CHANGED
@@ -6,17 +6,19 @@
6
  "version": "2.2.2",
7
  "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
8
  "task": "image-classification",
9
- "library": "transformers",
10
  "model": "google/vit-base-patch16-224",
11
- "processor": "google/vit-base-patch16-224",
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,
@@ -71,7 +73,7 @@
71
  "environment": {
72
  "cpu": " AMD EPYC 7R32",
73
  "cpu_count": 16,
74
- "cpu_ram_mb": 66697.29792,
75
  "system": "Linux",
76
  "machine": "x86_64",
77
  "platform": "Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35",
@@ -86,7 +88,7 @@
86
  "optimum_benchmark_commit": null,
87
  "transformers_version": "4.40.2",
88
  "transformers_commit": null,
89
- "accelerate_version": "0.30.0",
90
  "accelerate_commit": null,
91
  "diffusers_version": "0.27.2",
92
  "diffusers_commit": null,
@@ -102,7 +104,7 @@
102
  "forward": {
103
  "memory": {
104
  "unit": "MB",
105
- "max_ram": 905.039872,
106
  "max_global_vram": 1057.488896,
107
  "max_process_vram": 0.0,
108
  "max_reserved": 406.847488,
@@ -110,209 +112,213 @@
110
  },
111
  "latency": {
112
  "unit": "s",
113
- "count": 178,
114
- "total": 0.9980926094055176,
115
- "mean": 0.0056072618505927955,
116
- "stdev": 0.0001812279333278747,
117
- "p50": 0.005572096109390259,
118
- "p90": 0.005838745546340942,
119
- "p95": 0.00587253749370575,
120
- "p99": 0.0059661240005493155,
121
  "values": [
122
- 0.0059361281394958495,
123
- 0.005559296131134033,
124
- 0.005676032066345215,
125
- 0.005607423782348633,
126
- 0.00566476821899414,
127
- 0.005653503894805908,
128
- 0.005637119770050049,
129
- 0.005940224170684814,
130
- 0.00588595199584961,
131
- 0.005859327793121338,
132
- 0.006073344230651856,
133
- 0.005832704067230224,
134
- 0.005814271926879883,
135
- 0.005840896129608154,
136
- 0.00586956787109375,
137
- 0.005857279777526855,
138
- 0.005757952213287353,
139
  0.005700607776641845,
140
- 0.005691391944885254,
141
- 0.0057487359046936035,
142
- 0.00576204776763916,
143
- 0.005785600185394287,
144
- 0.005854207992553711,
145
- 0.005856256008148194,
146
- 0.005923840045928955,
147
- 0.005789696216583252,
148
- 0.005816319942474365,
149
- 0.005735424041748047,
150
- 0.00581324815750122,
151
- 0.005822463989257813,
152
- 0.005859327793121338,
153
- 0.005837823867797852,
154
- 0.0058716158866882326,
155
- 0.005815231800079345,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
156
  0.005538815975189209,
157
- 0.00551526403427124,
158
- 0.005494783878326416,
159
- 0.0055848960876464845,
160
- 0.00551526403427124,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
161
  0.005534719944000244,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
162
  0.005497856140136719,
 
 
 
163
  0.00551423978805542,
164
- 0.005763072013854981,
165
- 0.0057077760696411135,
166
- 0.005697535991668701,
167
- 0.005765120029449463,
168
- 0.005696576118469238,
169
- 0.005752831935882568,
170
- 0.005726208209991455,
171
- 0.005855231761932373,
172
- 0.005787648200988769,
173
- 0.005834784030914307,
174
- 0.005824512004852295,
175
- 0.005776383876800537,
176
- 0.005826560020446778,
177
- 0.005775392055511475,
178
- 0.005805056095123291,
179
- 0.005731296062469482,
180
- 0.005781504154205322,
181
- 0.005910528182983398,
182
- 0.005822463989257813,
183
- 0.005765120029449463,
184
- 0.005753856182098388,
185
- 0.005697535991668701,
186
- 0.005662720203399658,
187
- 0.005736447811126709,
188
- 0.0057190399169921875,
189
- 0.00570470380783081,
190
- 0.005781439781188965,
191
- 0.005834752082824707,
192
- 0.005796864032745362,
193
- 0.005733376026153565,
194
- 0.005751808166503906,
195
- 0.005728256225585937,
196
- 0.005744639873504639,
197
- 0.005529600143432617,
198
- 0.005784575939178467,
199
- 0.005791744232177734,
200
- 0.005750783920288086,
201
- 0.005759935855865478,
202
- 0.00587775993347168,
203
- 0.0058091521263122555,
204
- 0.005831679821014404,
205
- 0.005819392204284668,
206
- 0.005545983791351319,
207
- 0.0055285758972167965,
208
- 0.005523519992828369,
209
- 0.005532671928405761,
210
- 0.005405695915222168,
211
- 0.005690368175506591,
212
- 0.005760992050170898,
213
- 0.005667840003967285,
214
- 0.005660607814788819,
215
- 0.005495808124542236,
216
- 0.005616640090942383,
217
- 0.005715968132019043,
218
- 0.006052832126617432,
219
- 0.005912576198577881,
220
- 0.005502975940704345,
221
- 0.00546611213684082,
222
- 0.005498816013336181,
223
- 0.005452799797058106,
224
- 0.005601280212402344,
225
- 0.005554207801818848,
226
  0.00555622386932373,
227
- 0.005595136165618897,
228
- 0.005634047985076904,
229
- 0.005701663970947265,
230
- 0.005701632022857666,
 
 
 
 
 
 
231
  0.005511168003082275,
232
- 0.005404672145843506,
233
- 0.005385216236114502,
234
- 0.005596159934997558,
235
- 0.005422080039978027,
236
- 0.005387263774871826,
237
- 0.005414912223815918,
238
- 0.005402560234069824,
239
- 0.0054436478614807125,
240
- 0.005408768177032471,
241
- 0.005410816192626953,
242
- 0.005422080039978027,
243
- 0.005419007778167725,
244
- 0.005421055793762207,
245
- 0.005437439918518067,
246
- 0.005414912223815918,
247
- 0.005402624130249023,
248
- 0.0054241280555725096,
249
- 0.005425151824951172,
250
- 0.005430272102355957,
251
- 0.005464064121246338,
252
- 0.005402656078338623,
253
- 0.005468128204345703,
254
- 0.005438464164733887,
255
- 0.005401599884033203,
256
- 0.005414912223815918,
257
- 0.0054271998405456545,
258
- 0.005391359806060791,
259
- 0.00542310380935669,
260
- 0.00541593599319458,
261
- 0.005404672145843506,
262
- 0.005393407821655274,
263
- 0.0054241280555725096,
264
- 0.005463039875030518,
265
- 0.005402624130249023,
266
- 0.005386240005493164,
267
- 0.005412864208221436,
268
- 0.005408768177032471,
269
- 0.00538316822052002,
270
- 0.005447679996490478,
271
- 0.005419007778167725,
272
- 0.005433343887329102,
273
- 0.005422080039978027,
274
- 0.005410816192626953,
275
- 0.005437439918518067,
276
- 0.005393407821655274,
277
- 0.005403647899627686,
278
- 0.005447679996490478,
279
- 0.005403647899627686,
280
- 0.0053975038528442385,
281
- 0.005451776027679443,
282
- 0.005390336036682129,
283
- 0.005399551868438721,
284
- 0.005451776027679443,
285
- 0.005426176071166992,
286
- 0.005433375835418701,
287
- 0.005401599884033203,
288
- 0.005411839962005615,
289
- 0.0054282240867614745,
290
- 0.005411839962005615,
291
- 0.005413887977600097,
292
- 0.005408768177032471,
293
- 0.005472256183624268,
294
- 0.005422080039978027,
295
- 0.005449728012084961,
296
- 0.005430272102355957,
297
- 0.005408703804016113,
298
- 0.005420032024383545,
299
- 0.005407743930816651
300
  ]
301
  },
302
  "throughput": {
303
  "unit": "samples/s",
304
- "value": 178.34016435210364
305
  },
306
  "energy": {
307
  "unit": "kWh",
308
- "cpu": 6.514185168513158e-08,
309
- "ram": 3.5614991816396214e-08,
310
- "gpu": 3.4007200587913006e-07,
311
- "total": 4.408288493806579e-07
312
  },
313
  "efficiency": {
314
  "unit": "samples/kWh",
315
- "value": 2268454.0755555113
316
  }
317
  }
318
  }
 
6
  "version": "2.2.2",
7
  "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
8
  "task": "image-classification",
 
9
  "model": "google/vit-base-patch16-224",
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,
 
73
  "environment": {
74
  "cpu": " AMD EPYC 7R32",
75
  "cpu_count": 16,
76
+ "cpu_ram_mb": 66697.289728,
77
  "system": "Linux",
78
  "machine": "x86_64",
79
  "platform": "Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35",
 
88
  "optimum_benchmark_commit": null,
89
  "transformers_version": "4.40.2",
90
  "transformers_commit": null,
91
+ "accelerate_version": "0.30.1",
92
  "accelerate_commit": null,
93
  "diffusers_version": "0.27.2",
94
  "diffusers_commit": null,
 
104
  "forward": {
105
  "memory": {
106
  "unit": "MB",
107
+ "max_ram": 904.62208,
108
  "max_global_vram": 1057.488896,
109
  "max_process_vram": 0.0,
110
  "max_reserved": 406.847488,
 
112
  },
113
  "latency": {
114
  "unit": "s",
115
+ "count": 182,
116
+ "total": 0.9957264957427978,
117
+ "mean": 0.005471024701883503,
118
+ "stdev": 0.00013841328447755744,
119
+ "p50": 0.005513216018676758,
120
+ "p90": 0.0055808000564575196,
121
+ "p95": 0.005702553391456604,
122
+ "p99": 0.005847682952880858,
123
  "values": [
124
+ 0.006029407978057861,
125
+ 0.005739520072937012,
126
+ 0.0057497601509094234,
127
+ 0.005793791770935058,
128
+ 0.005805056095123291,
129
+ 0.005772287845611572,
130
+ 0.005732351779937744,
 
 
 
 
 
 
 
 
 
 
131
  0.005700607776641845,
132
+ 0.006136832237243653,
133
+ 0.005407743930816651,
134
+ 0.005311488151550293,
135
+ 0.005505023956298828,
136
+ 0.0053043198585510255,
137
+ 0.005319680213928223,
138
+ 0.005348320007324219,
139
+ 0.00531657600402832,
140
+ 0.005325823783874512,
141
+ 0.005346303939819336,
142
+ 0.0052930560111999515,
143
+ 0.005343232154846191,
144
+ 0.005339136123657226,
145
+ 0.00530841588973999,
146
+ 0.005336063861846924,
147
+ 0.005344255924224854,
148
+ 0.00531763219833374,
149
+ 0.005354496002197265,
150
+ 0.005348351955413819,
151
+ 0.005302271842956543,
152
+ 0.005340159893035889,
153
+ 0.005338111877441406,
154
+ 0.005285888195037842,
155
+ 0.005420032024383545,
156
+ 0.005339136123657226,
157
+ 0.005391359806060791,
158
+ 0.005299200057983398,
159
+ 0.005312511920928955,
160
+ 0.005342207908630371,
161
+ 0.005315584182739258,
162
+ 0.005320703983306885,
163
+ 0.00530944013595581,
164
+ 0.00531660795211792,
165
+ 0.005331967830657959,
166
+ 0.005350399971008301,
167
+ 0.005327871799468994,
168
+ 0.005344255924224854,
169
+ 0.005327871799468994,
170
+ 0.005347328186035156,
171
+ 0.005341184139251709,
172
+ 0.005338111877441406,
173
+ 0.0054917120933532714,
174
+ 0.0054241280555725096,
175
+ 0.005341184139251709,
176
+ 0.005310463905334473,
177
+ 0.005345280170440674,
178
+ 0.005379072189331055,
179
+ 0.005329919815063477,
180
+ 0.005327871799468994,
181
+ 0.005340159893035889,
182
+ 0.005312511920928955,
183
+ 0.0053350400924682614,
184
+ 0.005321728229522705,
185
+ 0.005332992076873779,
186
+ 0.00530944013595581,
187
+ 0.005371903896331787,
188
+ 0.005328896045684814,
189
+ 0.0053043198585510255,
190
+ 0.00536678409576416,
191
+ 0.005416959762573242,
192
+ 0.005319680213928223,
193
+ 0.005347328186035156,
194
+ 0.005327871799468994,
195
+ 0.00532480001449585,
196
+ 0.005341184139251709,
197
+ 0.005306367874145508,
198
+ 0.005305344104766845,
199
+ 0.005354496002197265,
200
+ 0.005318655967712403,
201
+ 0.005336063861846924,
202
+ 0.0053534722328186036,
203
+ 0.005315584182739258,
204
+ 0.005328896045684814,
205
+ 0.005337088108062744,
206
+ 0.005320735931396484,
207
+ 0.00532480001449585,
208
+ 0.005325856208801269,
209
+ 0.005286911964416504,
210
+ 0.005313536167144775,
211
+ 0.005529600143432617,
212
+ 0.005505023956298828,
213
+ 0.005545983791351319,
214
+ 0.00555728006362915,
215
+ 0.005553152084350586,
216
+ 0.005567488193511963,
217
+ 0.005563392162322998,
218
+ 0.005568511962890625,
219
+ 0.005576704025268555,
220
  0.005538815975189209,
221
+ 0.005526527881622314,
222
+ 0.005549056053161621,
223
+ 0.005557248115539551,
224
+ 0.005533696174621582,
225
+ 0.0055214080810546875,
226
+ 0.005544960021972656,
227
+ 0.005525504112243652,
228
+ 0.00555622386932373,
229
+ 0.005518335819244385,
230
+ 0.005526527881622314,
231
+ 0.0055511040687561035,
232
+ 0.00552345609664917,
233
+ 0.005527552127838135,
234
+ 0.005560383796691894,
235
+ 0.0055285758972167965,
236
+ 0.005702655792236328,
237
+ 0.005724160194396972,
238
+ 0.0055808000564575196,
239
+ 0.005527552127838135,
240
+ 0.0055244798660278325,
241
+ 0.0055623679161071774,
242
+ 0.005526527881622314,
243
+ 0.005552127838134766,
244
+ 0.00552243185043335,
245
+ 0.005553152084350586,
246
+ 0.005544000148773194,
247
+ 0.005631999969482422,
248
+ 0.005583871841430664,
249
+ 0.005552127838134766,
250
+ 0.0055203838348388675,
251
+ 0.0056145920753479005,
252
+ 0.0055316481590271,
253
+ 0.00556441593170166,
254
  0.005534719944000244,
255
+ 0.005505023956298828,
256
+ 0.005526432037353516,
257
+ 0.005546976089477539,
258
+ 0.0054988799095153805,
259
+ 0.005550079822540284,
260
+ 0.005509119987487793,
261
+ 0.0055552000999450684,
262
+ 0.00552243185043335,
263
+ 0.005545983791351319,
264
+ 0.005566463947296142,
265
+ 0.0055316481590271,
266
+ 0.005569536209106446,
267
+ 0.005529600143432617,
268
+ 0.005506048202514649,
269
+ 0.005597184181213379,
270
+ 0.005509119987487793,
271
+ 0.0055623679161071774,
272
+ 0.005513216018676758,
273
+ 0.00552953577041626,
274
+ 0.005559232234954834,
275
+ 0.0055808000564575196,
276
+ 0.005578752040863037,
277
+ 0.005569536209106446,
278
  0.005497856140136719,
279
+ 0.005533696174621582,
280
+ 0.005548031806945801,
281
+ 0.005501952171325684,
282
  0.00551423978805542,
283
+ 0.005546016216278076,
284
+ 0.005552127838134766,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
285
  0.00555622386932373,
286
+ 0.005640192031860352,
287
+ 0.005566463947296142,
288
+ 0.00551423978805542,
289
+ 0.005593088150024414,
290
+ 0.005518335819244385,
291
+ 0.0055316481590271,
292
+ 0.005560319900512695,
293
+ 0.005516287803649903,
294
+ 0.00552243185043335,
295
+ 0.005538815975189209,
296
  0.005511168003082275,
297
+ 0.005527552127838135,
298
+ 0.005532671928405761,
299
+ 0.005513216018676758,
300
+ 0.0055368318557739256,
301
+ 0.005505023956298828,
302
+ 0.00550707197189331,
303
+ 0.005608448028564453,
304
+ 0.005492735862731934,
305
+ 0.005515327930450439
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
306
  ]
307
  },
308
  "throughput": {
309
  "unit": "samples/s",
310
+ "value": 182.78111587683586
311
  },
312
  "energy": {
313
  "unit": "kWh",
314
+ "cpu": 6.545560937079173e-08,
315
+ "ram": 3.574592068888491e-08,
316
+ "gpu": 3.383488665274714e-07,
317
+ "total": 4.3955039658714804e-07
318
  },
319
  "efficiency": {
320
  "unit": "samples/kWh",
321
+ "value": 2275051.9798512654
322
  }
323
  }
324
  }