Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
7ebbf95
·
verified ·
1 Parent(s): 673cb2d

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

Browse files
Files changed (1) hide show
  1. cuda_inference_transformers_image-classification_google/vit-base-patch16-224/benchmark.json +198 -199
cuda_inference_transformers_image-classification_google/vit-base-patch16-224/benchmark.json CHANGED
@@ -106,7 +106,7 @@
106
  "load": {
107
  "memory": {
108
  "unit": "MB",
109
- "max_ram": 844.038144,
110
  "max_global_vram": 1037.565952,
111
  "max_process_vram": 0.0,
112
  "max_reserved": 400.556032,
@@ -115,15 +115,15 @@
115
  "latency": {
116
  "unit": "s",
117
  "values": [
118
- 0.1243873291015625
119
  ],
120
  "count": 1,
121
- "total": 0.1243873291015625,
122
- "mean": 0.1243873291015625,
123
- "p50": 0.1243873291015625,
124
- "p90": 0.1243873291015625,
125
- "p95": 0.1243873291015625,
126
- "p99": 0.1243873291015625,
127
  "stdev": 0,
128
  "stdev_": 0
129
  },
@@ -134,7 +134,7 @@
134
  "forward": {
135
  "memory": {
136
  "unit": "MB",
137
- "max_ram": 1054.019584,
138
  "max_global_vram": 1056.44032,
139
  "max_process_vram": 0.0,
140
  "max_reserved": 406.847488,
@@ -143,223 +143,222 @@
143
  "latency": {
144
  "unit": "s",
145
  "values": [
146
- 0.00552345609664917,
147
- 0.005219327926635742,
148
- 0.00531660795211792,
149
- 0.00551526403427124,
150
- 0.005493760108947754,
151
- 0.005454847812652588,
152
- 0.005581823825836182,
153
- 0.00547430419921875,
154
- 0.005500927925109863,
155
- 0.005389311790466309,
156
- 0.005481472015380859,
157
- 0.005430272102355957,
158
- 0.005573631763458252,
159
- 0.005403647899627686,
160
- 0.0054568958282470706,
161
- 0.005486591815948487,
162
- 0.005400576114654541,
163
- 0.005303296089172363,
164
  0.005288959980010987,
165
- 0.005348351955413819,
166
- 0.005355519771575928,
167
- 0.005446656227111817,
168
- 0.005384160041809082,
169
- 0.005402624130249023,
170
- 0.005450751781463623,
 
 
 
 
 
 
 
 
 
 
171
  0.005422080039978027,
172
- 0.00538316822052002,
173
- 0.005420032024383545,
174
- 0.0053975038528442385,
175
- 0.005512191772460938,
176
- 0.005574656009674072,
177
- 0.005449728012084961,
178
- 0.005692416191101074,
179
- 0.005433343887329102,
180
- 0.0055582718849182125,
181
- 0.005468160152435303,
182
- 0.00555622386932373,
183
- 0.0057415680885314945,
184
- 0.005150720119476319,
185
- 0.005173247814178467,
186
- 0.0052971520423889164,
187
- 0.0052367358207702636,
188
- 0.0051660799980163576,
189
- 0.0052008957862854,
190
- 0.005175295829772949,
191
- 0.005145599842071533,
192
- 0.005753856182098388,
193
- 0.00536678409576416,
194
- 0.005262335777282715,
195
- 0.0053012480735778805,
196
- 0.005134335994720459,
197
- 0.005111807823181152,
198
- 0.005129216194152832,
199
- 0.00514246416091919,
200
- 0.005173247814178467,
201
- 0.005617663860321045,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
202
  0.005326848030090332,
203
- 0.0053534722328186036,
204
- 0.005409791946411133,
205
- 0.005389311790466309,
206
- 0.005340159893035889,
207
- 0.005431295871734619,
208
- 0.005359615802764893,
209
- 0.005355519771575928,
210
- 0.005422080039978027,
211
- 0.005403647899627686,
212
- 0.005469183921813964,
213
- 0.00552345609664917,
214
- 0.005202943801879883,
215
- 0.005243904113769531,
216
- 0.005216256141662597,
217
- 0.005173247814178467,
218
- 0.005185535907745361,
219
- 0.0051998720169067385,
220
- 0.005145599842071533,
221
- 0.005124095916748047,
222
- 0.005194752216339111,
223
  0.0051363840103149415,
224
- 0.0051138558387756345,
225
- 0.0050462718009948735,
226
- 0.005114880084991455,
227
- 0.005204959869384766,
228
- 0.00516812801361084,
229
- 0.005131264209747314,
230
- 0.004983808040618896,
231
- 0.0050800638198852536,
232
- 0.004908031940460205,
233
- 0.0049090561866760255,
234
- 0.005038080215454102,
235
  0.005078015804290771,
236
- 0.005014527797698975,
237
- 0.004898816108703613,
238
- 0.004865024089813232,
239
- 0.004873216152191162,
240
- 0.004863999843597412,
241
- 0.0048793601989746095,
242
- 0.005178368091583252,
243
- 0.005219327926635742,
244
- 0.005167103767395019,
245
- 0.005244927883148193,
246
- 0.005268479824066162,
247
- 0.005467103958129883,
248
- 0.005475327968597412,
249
- 0.005234687805175781,
250
- 0.005105663776397705,
251
- 0.0051138558387756345,
252
- 0.00511078405380249,
253
- 0.005072927951812744,
 
 
 
 
254
  0.0051701760292053225,
255
- 0.0052408318519592285,
256
- 0.005134335994720459,
257
- 0.005321728229522705,
258
- 0.0050821762084960935,
259
- 0.00506982421875,
260
- 0.005048384189605713,
261
- 0.0051036162376403805,
262
- 0.0050657281875610355,
263
- 0.005058559894561767,
264
  0.005088255882263183,
265
  0.00505241584777832,
266
- 0.005066751956939697,
267
- 0.005031936168670655,
268
- 0.005067808151245117,
269
- 0.005035007953643799,
270
- 0.005037055969238281,
271
- 0.005037055969238281,
272
- 0.0050800638198852536,
273
- 0.005051392078399658,
274
- 0.0050462718009948735,
275
  0.005024767875671386,
276
- 0.00505241584777832,
277
- 0.005188608169555664,
278
- 0.005040128231048584,
279
- 0.005064703941345215,
280
- 0.005029888153076172,
281
- 0.0050421757698059086,
 
 
 
 
 
282
  0.005030911922454834,
283
- 0.005058559894561767,
284
- 0.005073919773101807,
285
- 0.005352447986602784,
286
- 0.005356544017791748,
287
- 0.005700607776641845,
288
- 0.00553984022140503,
289
- 0.005723135948181152,
290
- 0.005122047901153564,
291
- 0.005079040050506592,
292
- 0.005206048011779785,
293
- 0.005074944019317627,
294
- 0.005064703941345215,
295
- 0.005083199977874756,
296
- 0.005063712120056152,
297
- 0.00506060791015625,
298
  0.005040128231048584,
 
 
299
  0.0050657281875610355,
300
- 0.005048319816589355,
301
- 0.005054463863372802,
302
- 0.0050503678321838375,
303
- 0.005056511878967285,
304
- 0.0050503678321838375,
305
- 0.0050432000160217285,
306
- 0.005037055969238281,
307
- 0.005175295829772949,
 
 
 
 
308
  0.0050800638198852536,
309
- 0.005058495998382568,
310
- 0.005075967788696289,
311
- 0.005189631938934326,
312
- 0.005163008213043213,
313
- 0.005040128231048584,
314
- 0.005049344062805176,
315
- 0.005044223785400391,
316
- 0.005031936168670655,
317
- 0.005070847988128662,
318
- 0.005064703941345215,
319
- 0.005054463863372802,
320
- 0.005040128231048584,
321
- 0.005048319816589355,
322
- 0.0051701760292053225,
323
  0.005026815891265869,
324
- 0.005040128231048584,
325
- 0.0051333122253417966,
326
- 0.005051392078399658,
327
- 0.005032991886138916,
328
- 0.005053440093994141,
329
  0.005039103984832764,
330
- 0.00506879997253418,
331
- 0.005031936168670655,
332
- 0.0050360321998596195,
333
- 0.005028863906860351,
 
334
  0.005032959938049316,
 
 
 
 
 
 
335
  0.005035007953643799,
336
- 0.005059584140777588,
337
- 0.005064703941345215
 
 
338
  ],
339
- "count": 192,
340
- "total": 0.9997282524108883,
341
- "mean": 0.005206917981306711,
342
- "p50": 0.005144032001495361,
343
- "p90": 0.005480857610702514,
344
- "p95": 0.005557145476341247,
345
- "p99": 0.005724794840812683,
346
- "stdev": 0.00019374680970548938,
347
- "stdev_": 3.7209499055114232
348
  },
349
  "throughput": {
350
  "unit": "samples/s",
351
- "value": 192.05218971953985
352
  },
353
  "energy": {
354
  "unit": "kWh",
355
- "cpu": 5.755283661859296e-08,
356
- "ram": 3.1448810714802136e-08,
357
- "gpu": 3.307828500961465e-07,
358
- "total": 4.197844974295417e-07
359
  },
360
  "efficiency": {
361
  "unit": "samples/kWh",
362
- "value": 2382174.6780152214
363
  }
364
  }
365
  }
 
106
  "load": {
107
  "memory": {
108
  "unit": "MB",
109
+ "max_ram": 844.537856,
110
  "max_global_vram": 1037.565952,
111
  "max_process_vram": 0.0,
112
  "max_reserved": 400.556032,
 
115
  "latency": {
116
  "unit": "s",
117
  "values": [
118
+ 0.12191744232177734
119
  ],
120
  "count": 1,
121
+ "total": 0.12191744232177734,
122
+ "mean": 0.12191744232177734,
123
+ "p50": 0.12191744232177734,
124
+ "p90": 0.12191744232177734,
125
+ "p95": 0.12191744232177734,
126
+ "p99": 0.12191744232177734,
127
  "stdev": 0,
128
  "stdev_": 0
129
  },
 
134
  "forward": {
135
  "memory": {
136
  "unit": "MB",
137
+ "max_ram": 1054.445568,
138
  "max_global_vram": 1056.44032,
139
  "max_process_vram": 0.0,
140
  "max_reserved": 406.847488,
 
143
  "latency": {
144
  "unit": "s",
145
  "values": [
146
+ 0.00581324815750122,
147
+ 0.005472256183624268,
148
+ 0.0054579200744628905,
149
+ 0.005502975940704345,
150
+ 0.005433311939239502,
151
+ 0.005477375984191894,
152
+ 0.005443583965301513,
153
+ 0.0054579200744628905,
154
+ 0.0054989118576049805,
155
+ 0.005467135906219483,
156
+ 0.005409791946411133,
157
+ 0.005470208168029785,
158
+ 0.005421055793762207,
159
+ 0.005444608211517334,
160
+ 0.005469151973724365,
161
+ 0.005413887977600097,
162
+ 0.005429247856140137,
 
163
  0.005288959980010987,
164
+ 0.005276671886444092,
165
+ 0.005294079780578613,
166
+ 0.005368832111358642,
167
+ 0.005387263774871826,
168
+ 0.005318655967712403,
169
+ 0.005370880126953125,
170
+ 0.005325823783874512,
171
+ 0.005407743930816651,
172
+ 0.005386240005493164,
173
+ 0.0053637118339538575,
174
+ 0.00547430419921875,
175
+ 0.005475327968597412,
176
+ 0.005504000186920166,
177
+ 0.00547430419921875,
178
+ 0.005413887977600097,
179
+ 0.005443583965301513,
180
  0.005422080039978027,
181
+ 0.0054241280555725096,
182
+ 0.005458943843841553,
183
+ 0.005346303939819336,
184
+ 0.005302271842956543,
185
+ 0.005429247856140137,
186
+ 0.005482495784759522,
187
+ 0.005470208168029785,
188
+ 0.005438464164733887,
189
+ 0.0053678078651428224,
190
+ 0.005470208168029785,
191
+ 0.005429247856140137,
192
+ 0.0054241280555725096,
193
+ 0.005354496002197265,
194
+ 0.0052111358642578124,
195
+ 0.005314559936523438,
196
+ 0.005384191989898681,
197
+ 0.005102591991424561,
198
+ 0.005102591991424561,
199
+ 0.005171199798583984,
200
+ 0.0051968002319335935,
201
+ 0.00511078405380249,
202
+ 0.0052336640357971195,
203
+ 0.00536575984954834,
204
+ 0.0053043198585510255,
205
+ 0.005382207870483399,
206
+ 0.005362720012664795,
207
+ 0.00536575984954834,
208
+ 0.005375999927520752,
209
+ 0.005402624130249023,
210
+ 0.00530847978591919,
211
+ 0.005436351776123047,
212
+ 0.005204991817474365,
213
+ 0.005187679767608642,
214
+ 0.005208064079284668,
215
+ 0.005191679954528809,
216
+ 0.005145631790161133,
217
+ 0.005183487892150879,
218
+ 0.005306367874145508,
219
+ 0.00516812801361084,
220
+ 0.005297215938568115,
221
+ 0.005438464164733887,
222
+ 0.005420095920562744,
223
+ 0.005408768177032471,
224
+ 0.005352447986602784,
225
+ 0.005220320224761963,
226
+ 0.005435391902923584,
227
+ 0.005483520030975342,
228
  0.005326848030090332,
229
+ 0.0052674241065979,
230
+ 0.0052899842262268066,
231
+ 0.005108704090118408,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
232
  0.0051363840103149415,
233
+ 0.005272575855255127,
234
+ 0.005318655967712403,
235
+ 0.005183487892150879,
236
+ 0.005056511878967285,
237
+ 0.005039103984832764,
238
+ 0.005018623828887939,
 
 
 
 
 
239
  0.005078015804290771,
240
+ 0.005069791793823242,
241
+ 0.005248000144958496,
242
+ 0.0052930560111999515,
243
+ 0.005305344104766845,
244
+ 0.005252096176147461,
245
+ 0.005354496002197265,
246
+ 0.005368832111358642,
247
+ 0.005435391902923584,
248
+ 0.005469183921813964,
249
+ 0.005278719902038574,
250
+ 0.005194784164428711,
251
+ 0.005212160110473632,
252
+ 0.005115903854370117,
253
+ 0.005117951869964599,
254
+ 0.005088255882263183,
255
+ 0.005129248142242432,
256
+ 0.005093376159667969,
257
+ 0.005088255882263183,
258
+ 0.005092351913452148,
259
+ 0.005041152000427246,
260
+ 0.0050800638198852536,
261
+ 0.0050514240264892575,
262
  0.0051701760292053225,
263
+ 0.005040128231048584,
264
+ 0.00502784013748169,
265
+ 0.005041215896606445,
 
 
 
 
 
 
266
  0.005088255882263183,
267
  0.00505241584777832,
268
+ 0.005015552043914795,
269
+ 0.005096447944641113,
270
+ 0.005039103984832764,
 
 
 
 
 
 
271
  0.005024767875671386,
272
+ 0.0050135040283203125,
273
+ 0.005182464122772217,
274
+ 0.005067776203155518,
275
+ 0.005057504177093506,
276
+ 0.005055488109588623,
277
+ 0.005082111835479736,
278
+ 0.005086207866668701,
279
+ 0.005024831771850586,
280
+ 0.005102591991424561,
281
+ 0.005041183948516846,
282
+ 0.005018623828887939,
283
  0.005030911922454834,
284
+ 0.005049344062805176,
285
+ 0.005029888153076172,
286
+ 0.005062655925750732,
287
+ 0.005017600059509277,
288
+ 0.005085184097290039,
289
+ 0.005025792121887207,
290
+ 0.0050442562103271485,
291
+ 0.0050514559745788576,
292
+ 0.005092351913452148,
293
+ 0.005038047790527344,
294
+ 0.005053408145904541,
295
+ 0.005071872234344482,
 
 
 
296
  0.005040128231048584,
297
+ 0.005049344062805176,
298
+ 0.005098495960235596,
299
  0.0050657281875610355,
300
+ 0.005089280128479004,
301
+ 0.005142528057098389,
302
+ 0.005032959938049316,
303
+ 0.0050657281875610355,
304
+ 0.00505241584777832,
305
+ 0.00506060791015625,
306
+ 0.005091328144073487,
307
+ 0.005104640007019043,
308
+ 0.005062655925750732,
309
+ 0.005039040088653564,
310
+ 0.005091328144073487,
311
+ 0.005037087917327881,
312
  0.0050800638198852536,
313
+ 0.005024767875671386,
314
+ 0.00506060791015625,
315
+ 0.00502784013748169,
316
+ 0.005032959938049316,
317
+ 0.005056511878967285,
 
 
 
 
 
 
 
 
 
318
  0.005026815891265869,
 
 
 
 
 
319
  0.005039103984832764,
320
+ 0.005039103984832764,
321
+ 0.005058559894561767,
322
+ 0.00502784013748169,
323
+ 0.0050503678321838375,
324
+ 0.005089280128479004,
325
  0.005032959938049316,
326
+ 0.005074944019317627,
327
+ 0.00501964807510376,
328
+ 0.0050462718009948735,
329
+ 0.005057536125183106,
330
+ 0.005024735927581787,
331
+ 0.005021696090698242,
332
  0.005035007953643799,
333
+ 0.0050432000160217285,
334
+ 0.005004288196563721,
335
+ 0.005032959938049316,
336
+ 0.005039103984832764
337
  ],
338
+ "count": 191,
339
+ "total": 0.9958874859809875,
340
+ "mean": 0.005214070607230302,
341
+ "p50": 0.0051701760292053225,
342
+ "p90": 0.0054579200744628905,
343
+ "p95": 0.005473280191421509,
344
+ "p99": 0.005503078365325927,
345
+ "stdev": 0.0001710187674586333,
346
+ "stdev_": 3.2799472876620275
347
  },
348
  "throughput": {
349
  "unit": "samples/s",
350
+ "value": 191.78873385667418
351
  },
352
  "energy": {
353
  "unit": "kWh",
354
+ "cpu": 5.8342036613986005e-08,
355
+ "ram": 3.187951354181349e-08,
356
+ "gpu": 3.5324330394088824e-07,
357
+ "total": 4.4346485409668776e-07
358
  },
359
  "efficiency": {
360
  "unit": "samples/kWh",
361
+ "value": 2254970.130692639
362
  }
363
  }
364
  }