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
@@ -3,7 +3,7 @@
|
|
3 |
"name": "cuda_inference_transformers_image-classification_google/vit-base-patch16-224",
|
4 |
"backend": {
|
5 |
"name": "pytorch",
|
6 |
-
"version": "2.4.0+
|
7 |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
8 |
"task": "image-classification",
|
9 |
"library": "transformers",
|
@@ -104,7 +104,7 @@
|
|
104 |
"load": {
|
105 |
"memory": {
|
106 |
"unit": "MB",
|
107 |
-
"max_ram":
|
108 |
"max_global_vram": 1030.22592,
|
109 |
"max_process_vram": 0.0,
|
110 |
"max_reserved": 400.556032,
|
@@ -113,31 +113,31 @@
|
|
113 |
"latency": {
|
114 |
"unit": "s",
|
115 |
"count": 1,
|
116 |
-
"total": 7.
|
117 |
-
"mean": 7.
|
118 |
"stdev": 0.0,
|
119 |
-
"p50": 7.
|
120 |
-
"p90": 7.
|
121 |
-
"p95": 7.
|
122 |
-
"p99": 7.
|
123 |
"values": [
|
124 |
-
7.
|
125 |
]
|
126 |
},
|
127 |
"throughput": null,
|
128 |
"energy": {
|
129 |
"unit": "kWh",
|
130 |
-
"cpu": 1.
|
131 |
-
"ram":
|
132 |
-
"gpu": 1.
|
133 |
-
"total":
|
134 |
},
|
135 |
"efficiency": null
|
136 |
},
|
137 |
"forward": {
|
138 |
"memory": {
|
139 |
"unit": "MB",
|
140 |
-
"max_ram":
|
141 |
"max_global_vram": 1049.100288,
|
142 |
"max_process_vram": 0.0,
|
143 |
"max_reserved": 406.847488,
|
@@ -145,216 +145,220 @@
|
|
145 |
},
|
146 |
"latency": {
|
147 |
"unit": "s",
|
148 |
-
"count":
|
149 |
-
"total": 0.
|
150 |
-
"mean": 0.
|
151 |
-
"stdev": 0.
|
152 |
-
"p50": 0.
|
153 |
-
"p90": 0.
|
154 |
-
"p95": 0.
|
155 |
-
"p99": 0.
|
156 |
"values": [
|
157 |
-
0.
|
158 |
-
0.
|
159 |
-
0.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
160 |
0.005455872058868408,
|
161 |
-
0.
|
162 |
-
0.
|
163 |
-
0.005471231937408447,
|
164 |
-
0.005468160152435303,
|
165 |
-
0.005420032024383545,
|
166 |
-
0.005408768177032471,
|
167 |
-
0.00550707197189331,
|
168 |
-
0.005398528099060058,
|
169 |
-
0.005388288021087646,
|
170 |
-
0.005406720161437988,
|
171 |
0.005362688064575195,
|
172 |
-
0.005398528099060058,
|
173 |
-
0.0053637118339538575,
|
174 |
-
0.00522649621963501,
|
175 |
-
0.005189631938934326,
|
176 |
-
0.005254144191741943,
|
177 |
-
0.005287936210632324,
|
178 |
-
0.005296192169189453,
|
179 |
-
0.005400576114654541,
|
180 |
-
0.005396480083465576,
|
181 |
-
0.005444608211517334,
|
182 |
-
0.005398528099060058,
|
183 |
-
0.00538316822052002,
|
184 |
-
0.005391359806060791,
|
185 |
-
0.005298175811767578,
|
186 |
-
0.005288959980010987,
|
187 |
-
0.005411839962005615,
|
188 |
-
0.00535756778717041,
|
189 |
-
0.005378047943115235,
|
190 |
-
0.005419007778167725,
|
191 |
-
0.005354496002197265,
|
192 |
-
0.0053534722328186036,
|
193 |
-
0.005417984008789062,
|
194 |
0.005339136123657226,
|
195 |
-
0.00531660795211792,
|
196 |
-
0.0053821439743042,
|
197 |
-
0.005339168071746826,
|
198 |
-
0.0053534722328186036,
|
199 |
-
0.005402624130249023,
|
200 |
-
0.0053340158462524415,
|
201 |
-
0.005283840179443359,
|
202 |
-
0.005219327926635742,
|
203 |
-
0.005188608169555664,
|
204 |
-
0.005208064079284668,
|
205 |
-
0.0053002238273620605,
|
206 |
-
0.0052971520423889164,
|
207 |
-
0.005339200019836426,
|
208 |
-
0.005347328186035156,
|
209 |
-
0.005295104026794434,
|
210 |
-
0.005337088108062744,
|
211 |
-
0.005420032024383545,
|
212 |
-
0.005408768177032471,
|
213 |
-
0.005868544101715088,
|
214 |
-
0.005660672187805176,
|
215 |
-
0.005725183963775635,
|
216 |
-
0.005764095783233642,
|
217 |
-
0.00572211217880249,
|
218 |
-
0.005629951953887939,
|
219 |
-
0.005724160194396972,
|
220 |
-
0.005701632022857666,
|
221 |
-
0.005628928184509278,
|
222 |
-
0.005716991901397705,
|
223 |
-
0.0063487358093261715,
|
224 |
-
0.005677055835723877,
|
225 |
-
0.005653503894805908,
|
226 |
-
0.00568012809753418,
|
227 |
-
0.005291007995605469,
|
228 |
-
0.0052367358207702636,
|
229 |
-
0.005315584182739258,
|
230 |
-
0.005393439769744873,
|
231 |
0.005320703983306885,
|
232 |
-
0.
|
233 |
-
0.
|
234 |
-
0.
|
235 |
-
0.
|
236 |
-
0.
|
237 |
-
0.
|
238 |
-
0.
|
239 |
-
0.
|
240 |
-
0.
|
241 |
-
0.
|
242 |
-
0.
|
243 |
-
0.
|
|
|
244 |
0.005475327968597412,
|
245 |
-
0.
|
246 |
-
0.
|
247 |
-
0.
|
248 |
-
0.
|
249 |
-
0.
|
250 |
-
0.
|
251 |
-
0.
|
252 |
-
0.
|
253 |
-
0.
|
254 |
-
0.
|
255 |
-
0.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
256 |
0.005355519771575928,
|
257 |
-
0.
|
258 |
-
0.
|
259 |
-
0.
|
260 |
-
0.
|
261 |
-
0.005055488109588623,
|
262 |
-
0.005191679954528809,
|
263 |
-
0.005284863948822022,
|
264 |
-
0.005142560005187988,
|
265 |
-
0.005088255882263183,
|
266 |
-
0.0050094079971313476,
|
267 |
-
0.005017600059509277,
|
268 |
-
0.005017600059509277,
|
269 |
-
0.005098495960235596,
|
270 |
-
0.005047296047210693,
|
271 |
-
0.005189568042755127,
|
272 |
-
0.005703680038452149,
|
273 |
-
0.005470208168029785,
|
274 |
-
0.005513279914855957,
|
275 |
-
0.0056514558792114256,
|
276 |
-
0.005629983901977539,
|
277 |
-
0.005734399795532226,
|
278 |
0.005462016105651855,
|
279 |
-
0.
|
280 |
-
0.
|
281 |
-
0.
|
282 |
-
0.
|
283 |
-
0.
|
284 |
-
0.
|
285 |
-
0.
|
286 |
-
0.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
287 |
0.0052930560111999515,
|
288 |
-
0.
|
289 |
-
0.
|
290 |
-
0.
|
291 |
-
0.
|
292 |
-
0.
|
293 |
-
0.005287936210632324,
|
294 |
-
0.005253119945526123,
|
295 |
-
0.005255167961120606,
|
296 |
-
0.005257215976715088,
|
297 |
-
0.005594111919403076,
|
298 |
-
0.005264383792877197,
|
299 |
-
0.005274623870849609,
|
300 |
-
0.0052899842262268066,
|
301 |
-
0.005273600101470947,
|
302 |
-
0.005337088108062744,
|
303 |
0.0052705278396606445,
|
304 |
-
0.
|
305 |
-
0.
|
306 |
-
0.
|
307 |
-
0.
|
308 |
-
0.
|
309 |
-
0.
|
310 |
-
0.
|
311 |
-
0.
|
312 |
-
0.
|
313 |
-
0.
|
314 |
-
0.00530841588973999,
|
315 |
-
0.005443583965301513,
|
316 |
-
0.005319680213928223,
|
317 |
-
0.005285888195037842,
|
318 |
-
0.006027328014373779,
|
319 |
-
0.005814239978790283,
|
320 |
-
0.005406720161437988,
|
321 |
-
0.005284863948822022,
|
322 |
-
0.005298175811767578,
|
323 |
-
0.005395455837249756,
|
324 |
-
0.005311488151550293,
|
325 |
-
0.00530944013595581,
|
326 |
-
0.005307392120361328,
|
327 |
-
0.005255136013031006,
|
328 |
-
0.005276671886444092,
|
329 |
-
0.005349376201629639,
|
330 |
-
0.005250048160552978,
|
331 |
-
0.005256192207336426,
|
332 |
-
0.005297120094299316,
|
333 |
0.005283840179443359,
|
334 |
-
0.
|
335 |
-
0.
|
336 |
-
0.
|
337 |
-
0.
|
338 |
-
0.
|
339 |
-
0.
|
340 |
-
0.
|
341 |
-
0.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
342 |
]
|
343 |
},
|
344 |
"throughput": {
|
345 |
"unit": "samples/s",
|
346 |
-
"value":
|
347 |
},
|
348 |
"energy": {
|
349 |
"unit": "kWh",
|
350 |
-
"cpu":
|
351 |
-
"ram": 3.
|
352 |
-
"gpu": 3.
|
353 |
-
"total": 4.
|
354 |
},
|
355 |
"efficiency": {
|
356 |
"unit": "samples/kWh",
|
357 |
-
"value":
|
358 |
}
|
359 |
}
|
360 |
}
|
|
|
3 |
"name": "cuda_inference_transformers_image-classification_google/vit-base-patch16-224",
|
4 |
"backend": {
|
5 |
"name": "pytorch",
|
6 |
+
"version": "2.4.0+cu121",
|
7 |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
8 |
"task": "image-classification",
|
9 |
"library": "transformers",
|
|
|
104 |
"load": {
|
105 |
"memory": {
|
106 |
"unit": "MB",
|
107 |
+
"max_ram": 800.837632,
|
108 |
"max_global_vram": 1030.22592,
|
109 |
"max_process_vram": 0.0,
|
110 |
"max_reserved": 400.556032,
|
|
|
113 |
"latency": {
|
114 |
"unit": "s",
|
115 |
"count": 1,
|
116 |
+
"total": 7.5139072265625,
|
117 |
+
"mean": 7.5139072265625,
|
118 |
"stdev": 0.0,
|
119 |
+
"p50": 7.5139072265625,
|
120 |
+
"p90": 7.5139072265625,
|
121 |
+
"p95": 7.5139072265625,
|
122 |
+
"p99": 7.5139072265625,
|
123 |
"values": [
|
124 |
+
7.5139072265625
|
125 |
]
|
126 |
},
|
127 |
"throughput": null,
|
128 |
"energy": {
|
129 |
"unit": "kWh",
|
130 |
+
"cpu": 1.5769917659720849e-06,
|
131 |
+
"ram": 8.482947131268022e-07,
|
132 |
+
"gpu": 1.6827791239999376e-06,
|
133 |
+
"total": 4.1080656030988246e-06
|
134 |
},
|
135 |
"efficiency": null
|
136 |
},
|
137 |
"forward": {
|
138 |
"memory": {
|
139 |
"unit": "MB",
|
140 |
+
"max_ram": 934.346752,
|
141 |
"max_global_vram": 1049.100288,
|
142 |
"max_process_vram": 0.0,
|
143 |
"max_reserved": 406.847488,
|
|
|
145 |
},
|
146 |
"latency": {
|
147 |
"unit": "s",
|
148 |
+
"count": 189,
|
149 |
+
"total": 0.9988586883544919,
|
150 |
+
"mean": 0.005284966605050223,
|
151 |
+
"stdev": 0.00024035114473750028,
|
152 |
+
"p50": 0.005375999927520752,
|
153 |
+
"p90": 0.005526527881622315,
|
154 |
+
"p95": 0.0055552000999450684,
|
155 |
+
"p99": 0.005679034996032716,
|
156 |
"values": [
|
157 |
+
0.005610496044158936,
|
158 |
+
0.005629951953887939,
|
159 |
+
0.005563392162322998,
|
160 |
+
0.0055552000999450684,
|
161 |
+
0.005577727794647217,
|
162 |
+
0.005544960021972656,
|
163 |
+
0.0055797758102417,
|
164 |
+
0.005535679817199707,
|
165 |
+
0.005585919857025146,
|
166 |
+
0.005519360065460205,
|
167 |
+
0.005454847812652588,
|
168 |
+
0.005430272102355957,
|
169 |
+
0.005480447769165039,
|
170 |
0.005455872058868408,
|
171 |
+
0.005484543800354004,
|
172 |
+
0.005473279953002929,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
173 |
0.005362688064575195,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
174 |
0.005339136123657226,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
175 |
0.005320703983306885,
|
176 |
+
0.005387263774871826,
|
177 |
+
0.005417984008789062,
|
178 |
+
0.005430272102355957,
|
179 |
+
0.00551526403427124,
|
180 |
+
0.0054793920516967775,
|
181 |
+
0.005476352214813233,
|
182 |
+
0.005534719944000244,
|
183 |
+
0.005480447769165039,
|
184 |
+
0.005378047943115235,
|
185 |
+
0.005422080039978027,
|
186 |
+
0.005442560195922852,
|
187 |
+
0.005481472015380859,
|
188 |
+
0.005500927925109863,
|
189 |
0.005475327968597412,
|
190 |
+
0.005537792205810547,
|
191 |
+
0.005485568046569824,
|
192 |
+
0.005448703765869141,
|
193 |
+
0.0055552000999450684,
|
194 |
+
0.005395455837249756,
|
195 |
+
0.005439487934112549,
|
196 |
+
0.005453824043273926,
|
197 |
+
0.0054609918594360355,
|
198 |
+
0.005479423999786377,
|
199 |
+
0.005431295871734619,
|
200 |
+
0.00536681604385376,
|
201 |
+
0.005311488151550293,
|
202 |
+
0.0052705278396606445,
|
203 |
+
0.005298175811767578,
|
204 |
+
0.005408768177032471,
|
205 |
+
0.005368896007537842,
|
206 |
+
0.005413887977600097,
|
207 |
+
0.005451776027679443,
|
208 |
0.005355519771575928,
|
209 |
+
0.005417984008789062,
|
210 |
+
0.005416959762573242,
|
211 |
+
0.0054917120933532714,
|
212 |
+
0.005513216018676758,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
213 |
0.005462016105651855,
|
214 |
+
0.0055101442337036136,
|
215 |
+
0.0054876160621643065,
|
216 |
+
0.005462016105651855,
|
217 |
+
0.005421023845672607,
|
218 |
+
0.005377024173736572,
|
219 |
+
0.005412831783294678,
|
220 |
+
0.005545983791351319,
|
221 |
+
0.005508096218109131,
|
222 |
+
0.005411839962005615,
|
223 |
+
0.006220799922943115,
|
224 |
+
0.005450751781463623,
|
225 |
+
0.0055244798660278325,
|
226 |
+
0.005327871799468994,
|
227 |
+
0.005314559936523438,
|
228 |
+
0.00550707197189331,
|
229 |
+
0.0053985600471496585,
|
230 |
+
0.005395455837249756,
|
231 |
+
0.005540863990783691,
|
232 |
+
0.00546611213684082,
|
233 |
+
0.005398528099060058,
|
234 |
+
0.005385216236114502,
|
235 |
+
0.0053944320678710935,
|
236 |
+
0.005462016105651855,
|
237 |
+
0.005934080123901367,
|
238 |
+
0.00550601577758789,
|
239 |
+
0.005454847812652588,
|
240 |
+
0.005398528099060058,
|
241 |
+
0.005439487934112549,
|
242 |
+
0.005509119987487793,
|
243 |
+
0.005502975940704345,
|
244 |
+
0.00551526403427124,
|
245 |
+
0.005493760108947754,
|
246 |
+
0.005552127838134766,
|
247 |
+
0.005472256183624268,
|
248 |
+
0.0054906878471374515,
|
249 |
+
0.005490719795227051,
|
250 |
+
0.00546611213684082,
|
251 |
+
0.005483520030975342,
|
252 |
+
0.005392384052276611,
|
253 |
+
0.0053309440612792965,
|
254 |
+
0.005463039875030518,
|
255 |
+
0.005395455837249756,
|
256 |
+
0.005375999927520752,
|
257 |
+
0.0053678078651428224,
|
258 |
+
0.005239808082580567,
|
259 |
+
0.005165056228637695,
|
260 |
+
0.005251071929931641,
|
261 |
0.0052930560111999515,
|
262 |
+
0.005348351955413819,
|
263 |
+
0.005268479824066162,
|
264 |
+
0.005093376159667969,
|
265 |
+
0.0051036162376403805,
|
266 |
+
0.005104640007019043,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
267 |
0.0052705278396606445,
|
268 |
+
0.005243904113769531,
|
269 |
+
0.005279744148254394,
|
270 |
+
0.005517312049865723,
|
271 |
+
0.005495808124542236,
|
272 |
+
0.005386240005493164,
|
273 |
+
0.005370880126953125,
|
274 |
+
0.005431295871734619,
|
275 |
+
0.005537792205810547,
|
276 |
+
0.005426176071166992,
|
277 |
+
0.005288959980010987,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
278 |
0.005283840179443359,
|
279 |
+
0.0056442561149597165,
|
280 |
+
0.0052111358642578124,
|
281 |
+
0.00510975980758667,
|
282 |
+
0.005028863906860351,
|
283 |
+
0.004983808040618896,
|
284 |
+
0.005005311965942383,
|
285 |
+
0.005032959938049316,
|
286 |
+
0.005033984184265137,
|
287 |
+
0.005001215934753418,
|
288 |
+
0.004987904071807861,
|
289 |
+
0.004985856056213379,
|
290 |
+
0.0049090561866760255,
|
291 |
+
0.004896768093109131,
|
292 |
+
0.004932608127593994,
|
293 |
+
0.00495411205291748,
|
294 |
+
0.0048793601989746095,
|
295 |
+
0.0048752641677856446,
|
296 |
+
0.005039103984832764,
|
297 |
+
0.004895743846893311,
|
298 |
+
0.0049459199905395506,
|
299 |
+
0.004944896221160889,
|
300 |
+
0.004968448162078858,
|
301 |
+
0.005001215934753418,
|
302 |
+
0.00499507188796997,
|
303 |
+
0.004959231853485108,
|
304 |
+
0.004966400146484375,
|
305 |
+
0.004959231853485108,
|
306 |
+
0.004996096134185791,
|
307 |
+
0.004956160068511963,
|
308 |
+
0.004974592208862305,
|
309 |
+
0.004984831809997559,
|
310 |
+
0.00499507188796997,
|
311 |
+
0.0050503678321838375,
|
312 |
+
0.005028863906860351,
|
313 |
+
0.00497049617767334,
|
314 |
+
0.004998144149780274,
|
315 |
+
0.0049909758567810054,
|
316 |
+
0.0049725441932678225,
|
317 |
+
0.0050032639503479,
|
318 |
+
0.005007359981536865,
|
319 |
+
0.004987904071807861,
|
320 |
+
0.005026815891265869,
|
321 |
+
0.004964352130889893,
|
322 |
+
0.004985856056213379,
|
323 |
+
0.0049530878067016604,
|
324 |
+
0.005037055969238281,
|
325 |
+
0.004964352130889893,
|
326 |
+
0.004992000102996826,
|
327 |
+
0.004973567962646484,
|
328 |
+
0.005005311965942383,
|
329 |
+
0.004975615978240967,
|
330 |
+
0.005015552043914795,
|
331 |
+
0.005039103984832764,
|
332 |
+
0.004958208084106445,
|
333 |
+
0.004957183837890625,
|
334 |
+
0.0050063362121582035,
|
335 |
+
0.0049827837944030765,
|
336 |
+
0.005054463863372802,
|
337 |
+
0.004983808040618896,
|
338 |
+
0.005004288196563721,
|
339 |
+
0.004988927841186524,
|
340 |
+
0.004976640224456787,
|
341 |
+
0.0050360321998596195,
|
342 |
+
0.005299200057983398,
|
343 |
+
0.005059584140777588,
|
344 |
+
0.00501964807510376,
|
345 |
+
0.005014527797698975
|
346 |
]
|
347 |
},
|
348 |
"throughput": {
|
349 |
"unit": "samples/s",
|
350 |
+
"value": 189.21595437224093
|
351 |
},
|
352 |
"energy": {
|
353 |
"unit": "kWh",
|
354 |
+
"cpu": 5.767229202737279e-08,
|
355 |
+
"ram": 3.153222336780072e-08,
|
356 |
+
"gpu": 3.455099851456319e-07,
|
357 |
+
"total": 4.347145005408054e-07
|
358 |
},
|
359 |
"efficiency": {
|
360 |
"unit": "samples/kWh",
|
361 |
+
"value": 2300360.3485872974
|
362 |
}
|
363 |
}
|
364 |
}
|