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.
|
7 |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
8 |
"task": "image-classification",
|
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.
|
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.
|
92 |
"accelerate_commit": null,
|
93 |
-
"diffusers_version": "0.30.
|
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":
|
108 |
-
"max_global_vram":
|
109 |
"max_process_vram": 0.0,
|
110 |
"max_reserved": 400.556032,
|
111 |
"max_allocated": 346.271744
|
@@ -113,247 +113,263 @@
|
|
113 |
"latency": {
|
114 |
"unit": "s",
|
115 |
"count": 1,
|
116 |
-
"total":
|
117 |
-
"mean":
|
118 |
"stdev": 0.0,
|
119 |
-
"p50":
|
120 |
-
"p90":
|
121 |
-
"p95":
|
122 |
-
"p99":
|
123 |
"values": [
|
124 |
-
|
125 |
]
|
126 |
},
|
127 |
"throughput": null,
|
128 |
"energy": {
|
129 |
"unit": "kWh",
|
130 |
-
"cpu": 1.
|
131 |
-
"ram":
|
132 |
-
"gpu":
|
133 |
-
"total":
|
134 |
},
|
135 |
"efficiency": null
|
136 |
},
|
137 |
"forward": {
|
138 |
"memory": {
|
139 |
"unit": "MB",
|
140 |
-
"max_ram":
|
141 |
-
"max_global_vram":
|
142 |
"max_process_vram": 0.0,
|
143 |
"max_reserved": 406.847488,
|
144 |
"max_allocated": 363.853824
|
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.
|
161 |
-
0.
|
162 |
-
0.
|
163 |
-
0.
|
164 |
-
0.
|
165 |
-
0.
|
166 |
-
0.005667840003967285,
|
167 |
-
0.005616640090942383,
|
168 |
-
0.005549056053161621,
|
169 |
-
0.00555622386932373,
|
170 |
-
0.005567488193511963,
|
171 |
-
0.005586944103240967,
|
172 |
-
0.006099904060363769,
|
173 |
-
0.005597184181213379,
|
174 |
-
0.005450751781463623,
|
175 |
-
0.005408768177032471,
|
176 |
-
0.005416959762573242,
|
177 |
-
0.00535862398147583,
|
178 |
-
0.005458943843841553,
|
179 |
-
0.005517312049865723,
|
180 |
-
0.005508063793182373,
|
181 |
-
0.005578752040863037,
|
182 |
-
0.0055316481590271,
|
183 |
0.005563392162322998,
|
184 |
-
0.
|
185 |
-
0.
|
186 |
-
0.
|
187 |
-
0.
|
188 |
-
0.
|
189 |
-
0.
|
190 |
-
0.
|
191 |
-
0.
|
192 |
-
0.
|
193 |
-
0.
|
194 |
-
0.
|
195 |
-
0.
|
196 |
-
0.
|
197 |
-
0.
|
198 |
-
0.
|
199 |
-
0.
|
200 |
-
0.
|
201 |
-
0.
|
202 |
-
0.
|
203 |
-
0.
|
204 |
-
0.
|
205 |
-
0.
|
206 |
-
0.
|
207 |
-
0.
|
208 |
-
0.
|
209 |
-
0.
|
210 |
-
0.
|
211 |
-
0.
|
212 |
-
0.
|
213 |
-
0.
|
214 |
-
0.
|
215 |
-
0.
|
216 |
-
0.
|
217 |
-
0.
|
218 |
-
0.
|
219 |
-
0.
|
220 |
-
0.
|
221 |
-
0.
|
222 |
-
0.
|
223 |
-
0.
|
224 |
-
0.
|
225 |
-
0.
|
226 |
-
0.
|
227 |
-
0.
|
228 |
-
0.
|
229 |
-
0.
|
230 |
-
0.
|
231 |
-
0.
|
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.
|
245 |
-
0.
|
246 |
-
0.
|
247 |
-
0.
|
248 |
-
0.
|
249 |
-
0.
|
250 |
-
0.
|
251 |
-
0.
|
252 |
-
0.
|
253 |
-
0.
|
254 |
-
0.
|
255 |
-
0.
|
256 |
-
0.
|
257 |
-
0.
|
258 |
-
0.
|
259 |
-
0.
|
260 |
-
0.
|
261 |
-
0.
|
262 |
-
0.
|
263 |
-
0.
|
264 |
-
0.
|
265 |
-
0.
|
266 |
-
0.
|
267 |
-
0.
|
268 |
-
0.
|
269 |
-
0.
|
270 |
-
0.
|
271 |
-
0.
|
272 |
-
0.
|
273 |
-
0.005169151782989502,
|
274 |
-
0.005178368091583252,
|
275 |
-
0.005220352172851562,
|
276 |
-
0.005329919815063477,
|
277 |
-
0.005276671886444092,
|
278 |
-
0.005351424217224121,
|
279 |
-
0.005250048160552978,
|
280 |
-
0.0052633600234985355,
|
281 |
-
0.005355519771575928,
|
282 |
-
0.005422143936157226,
|
283 |
-
0.005602303981781006,
|
284 |
-
0.005354496002197265,
|
285 |
-
0.005190656185150146,
|
286 |
-
0.005178368091583252,
|
287 |
-
0.005251071929931641,
|
288 |
-
0.00516812801361084,
|
289 |
-
0.005188608169555664,
|
290 |
-
0.005243904113769531,
|
291 |
-
0.0051701760292053225,
|
292 |
-
0.005181439876556396,
|
293 |
-
0.00516812801361084,
|
294 |
-
0.005210112094879151,
|
295 |
-
0.005154816150665284,
|
296 |
-
0.005167103767395019,
|
297 |
-
0.005198847770690918,
|
298 |
0.0051476478576660155,
|
299 |
-
0.
|
300 |
-
0.
|
301 |
-
0.
|
302 |
-
0.
|
303 |
-
0.
|
304 |
-
0.
|
305 |
-
0.
|
306 |
-
0.
|
307 |
-
0.
|
308 |
-
0.
|
309 |
-
0.
|
310 |
-
0.
|
311 |
-
0.
|
312 |
-
0.
|
313 |
-
0.
|
314 |
-
0.
|
315 |
-
0.
|
316 |
-
0.
|
317 |
-
0.
|
318 |
-
0.
|
319 |
-
0.
|
320 |
-
0.
|
321 |
-
0.
|
322 |
-
0.
|
323 |
-
0.
|
324 |
-
0.
|
325 |
-
0.
|
326 |
-
0.
|
327 |
-
0.
|
328 |
-
0.
|
329 |
-
0.
|
330 |
-
0.
|
331 |
-
0.
|
332 |
-
0.
|
333 |
-
0.
|
334 |
-
0.
|
335 |
-
0.
|
336 |
-
0.
|
337 |
-
0.
|
338 |
-
0.
|
339 |
-
0.
|
340 |
-
0.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
341 |
]
|
342 |
},
|
343 |
"throughput": {
|
344 |
"unit": "samples/s",
|
345 |
-
"value":
|
346 |
},
|
347 |
"energy": {
|
348 |
"unit": "kWh",
|
349 |
-
"cpu": 5.
|
350 |
-
"ram": 3.
|
351 |
-
"gpu": 3.
|
352 |
-
"total": 4.
|
353 |
},
|
354 |
"efficiency": {
|
355 |
"unit": "samples/kWh",
|
356 |
-
"value":
|
357 |
}
|
358 |
}
|
359 |
}
|
|
|
3 |
"name": "cuda_inference_transformers_image-classification_google/vit-base-patch16-224",
|
4 |
"backend": {
|
5 |
"name": "pytorch",
|
6 |
+
"version": "2.6.0.dev20240917+cu124",
|
7 |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
8 |
"task": "image-classification",
|
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": 853.065728,
|
108 |
+
"max_global_vram": 1037.565952,
|
109 |
"max_process_vram": 0.0,
|
110 |
"max_reserved": 400.556032,
|
111 |
"max_allocated": 346.271744
|
|
|
113 |
"latency": {
|
114 |
"unit": "s",
|
115 |
"count": 1,
|
116 |
+
"total": 8.5779326171875,
|
117 |
+
"mean": 8.5779326171875,
|
118 |
"stdev": 0.0,
|
119 |
+
"p50": 8.5779326171875,
|
120 |
+
"p90": 8.5779326171875,
|
121 |
+
"p95": 8.5779326171875,
|
122 |
+
"p99": 8.5779326171875,
|
123 |
"values": [
|
124 |
+
8.5779326171875
|
125 |
]
|
126 |
},
|
127 |
"throughput": null,
|
128 |
"energy": {
|
129 |
"unit": "kWh",
|
130 |
+
"cpu": 1.4998229694533115e-06,
|
131 |
+
"ram": 8.032557314678767e-07,
|
132 |
+
"gpu": 3.704725185994795e-06,
|
133 |
+
"total": 6.007803886915983e-06
|
134 |
},
|
135 |
"efficiency": null
|
136 |
},
|
137 |
"forward": {
|
138 |
"memory": {
|
139 |
"unit": "MB",
|
140 |
+
"max_ram": 1058.304,
|
141 |
+
"max_global_vram": 1056.44032,
|
142 |
"max_process_vram": 0.0,
|
143 |
"max_reserved": 406.847488,
|
144 |
"max_allocated": 363.853824
|
145 |
},
|
146 |
"latency": {
|
147 |
"unit": "s",
|
148 |
+
"count": 200,
|
149 |
+
"total": 0.999954273223877,
|
150 |
+
"mean": 0.004999771366119384,
|
151 |
+
"stdev": 0.0001617030991135304,
|
152 |
+
"p50": 0.004950527906417847,
|
153 |
+
"p90": 0.005128191947937012,
|
154 |
+
"p95": 0.005315840172767639,
|
155 |
+
"p99": 0.005603614945411682,
|
156 |
"values": [
|
157 |
+
0.005341184139251709,
|
158 |
+
0.005296127796173096,
|
159 |
+
0.0053975038528442385,
|
160 |
+
0.005350399971008301,
|
161 |
+
0.005315584182739258,
|
162 |
+
0.005320703983306885,
|
163 |
+
0.005326784133911132,
|
164 |
+
0.005332992076873779,
|
165 |
+
0.005631999969482422,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
166 |
0.005563392162322998,
|
167 |
+
0.005603328227996827,
|
168 |
+
0.00628223991394043,
|
169 |
+
0.005187583923339844,
|
170 |
+
0.005015552043914795,
|
171 |
+
0.00497049617767334,
|
172 |
+
0.004940832138061523,
|
173 |
+
0.005000192165374756,
|
174 |
+
0.0049725441932678225,
|
175 |
+
0.004935679912567138,
|
176 |
+
0.004921343803405762,
|
177 |
+
0.004952064037322998,
|
178 |
+
0.004957183837890625,
|
179 |
+
0.0049428482055664065,
|
180 |
+
0.004915200233459473,
|
181 |
+
0.004923391819000244,
|
182 |
+
0.0049489917755126955,
|
183 |
+
0.004996096134185791,
|
184 |
+
0.004935679912567138,
|
185 |
+
0.004902912139892578,
|
186 |
+
0.004939775943756103,
|
187 |
+
0.004921343803405762,
|
188 |
+
0.004907008171081543,
|
189 |
+
0.0048895998001098635,
|
190 |
+
0.004960256099700928,
|
191 |
+
0.0049192957878112795,
|
192 |
+
0.004908031940460205,
|
193 |
+
0.004908031940460205,
|
194 |
+
0.004896768093109131,
|
195 |
+
0.005008384227752686,
|
196 |
+
0.004914175987243652,
|
197 |
+
0.004933631896972656,
|
198 |
+
0.004889632225036621,
|
199 |
+
0.004901887893676758,
|
200 |
+
0.004892672061920166,
|
201 |
+
0.004903935909271241,
|
202 |
+
0.004888576030731201,
|
203 |
+
0.004899839878082276,
|
204 |
+
0.004890624046325683,
|
205 |
+
0.004872191905975342,
|
206 |
+
0.0048895998001098635,
|
207 |
+
0.004884479999542236,
|
208 |
+
0.004915200233459473,
|
209 |
+
0.0049725441932678225,
|
210 |
+
0.004982848167419434,
|
211 |
+
0.004858880043029785,
|
212 |
+
0.004896768093109131,
|
213 |
+
0.0049090561866760255,
|
214 |
+
0.0048752641677856446,
|
215 |
+
0.0048793601989746095,
|
216 |
+
0.004867072105407715,
|
217 |
+
0.004908031940460205,
|
218 |
+
0.004890624046325683,
|
219 |
+
0.004887551784515381,
|
220 |
+
0.0048793601989746095,
|
221 |
+
0.004921343803405762,
|
222 |
+
0.004934656143188477,
|
223 |
+
0.005100543975830078,
|
224 |
+
0.005045248031616211,
|
225 |
+
0.005063680171966553,
|
226 |
+
0.005054463863372802,
|
227 |
+
0.005031936168670655,
|
228 |
+
0.005079040050506592,
|
229 |
+
0.00502784013748169,
|
230 |
+
0.0050800638198852536,
|
231 |
+
0.005173247814178467,
|
232 |
+
0.005088255882263183,
|
233 |
+
0.005128191947937012,
|
234 |
+
0.0050769920349121095,
|
235 |
+
0.0050432000160217285,
|
236 |
+
0.00506879997253418,
|
237 |
+
0.005155839920043945,
|
238 |
+
0.005053440093994141,
|
239 |
+
0.005044223785400391,
|
240 |
+
0.0050657281875610355,
|
241 |
+
0.0050800638198852536,
|
242 |
+
0.005055488109588623,
|
243 |
+
0.005054463863372802,
|
244 |
+
0.005102528095245361,
|
245 |
+
0.005064703941345215,
|
246 |
+
0.005054399967193603,
|
247 |
+
0.0050871682167053225,
|
248 |
+
0.005059584140777588,
|
249 |
+
0.005070784091949463,
|
250 |
+
0.0051404800415039064,
|
251 |
+
0.005082111835479736,
|
252 |
+
0.005058559894561767,
|
253 |
+
0.0050657281875610355,
|
254 |
+
0.005107679843902588,
|
255 |
+
0.005063680171966553,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
256 |
0.0051476478576660155,
|
257 |
+
0.00501043176651001,
|
258 |
+
0.004943871974945068,
|
259 |
+
0.004868095874786377,
|
260 |
+
0.004891647815704346,
|
261 |
+
0.004921343803405762,
|
262 |
+
0.004985856056213379,
|
263 |
+
0.0049203200340270994,
|
264 |
+
0.004943871974945068,
|
265 |
+
0.004910079956054687,
|
266 |
+
0.004939775943756103,
|
267 |
+
0.0049428482055664065,
|
268 |
+
0.00495411205291748,
|
269 |
+
0.004923391819000244,
|
270 |
+
0.004951039791107178,
|
271 |
+
0.004973567962646484,
|
272 |
+
0.0049500160217285155,
|
273 |
+
0.004941823959350586,
|
274 |
+
0.004971519947052002,
|
275 |
+
0.0049530878067016604,
|
276 |
+
0.004930560111999512,
|
277 |
+
0.0049725441932678225,
|
278 |
+
0.004944896221160889,
|
279 |
+
0.0049797120094299315,
|
280 |
+
0.004937727928161621,
|
281 |
+
0.00496230411529541,
|
282 |
+
0.004944896221160889,
|
283 |
+
0.004985856056213379,
|
284 |
+
0.004980735778808594,
|
285 |
+
0.004958208084106445,
|
286 |
+
0.004933631896972656,
|
287 |
+
0.004963327884674072,
|
288 |
+
0.004937727928161621,
|
289 |
+
0.004933631896972656,
|
290 |
+
0.004944896221160889,
|
291 |
+
0.004969471931457519,
|
292 |
+
0.004952064037322998,
|
293 |
+
0.004941823959350586,
|
294 |
+
0.004922368049621582,
|
295 |
+
0.0049203200340270994,
|
296 |
+
0.004955135822296143,
|
297 |
+
0.0049428482055664065,
|
298 |
+
0.004931583881378174,
|
299 |
+
0.004900864124298096,
|
300 |
+
0.004956160068511963,
|
301 |
+
0.0049090561866760255,
|
302 |
+
0.004929535865783692,
|
303 |
+
0.004923391819000244,
|
304 |
+
0.0049459199905395506,
|
305 |
+
0.004939775943756103,
|
306 |
+
0.004941823959350586,
|
307 |
+
0.0049090561866760255,
|
308 |
+
0.004930560111999512,
|
309 |
+
0.0049387521743774416,
|
310 |
+
0.004938816070556641,
|
311 |
+
0.004926464080810547,
|
312 |
+
0.00497049617767334,
|
313 |
+
0.004957183837890625,
|
314 |
+
0.004941823959350586,
|
315 |
+
0.004955135822296143,
|
316 |
+
0.005208064079284668,
|
317 |
+
0.005112832069396973,
|
318 |
+
0.005117951869964599,
|
319 |
+
0.00511894416809082,
|
320 |
+
0.005128191947937012,
|
321 |
+
0.00512505578994751,
|
322 |
+
0.005096447944641113,
|
323 |
+
0.005135359764099121,
|
324 |
+
0.005087264060974121,
|
325 |
+
0.005083136081695557,
|
326 |
+
0.005053440093994141,
|
327 |
+
0.005114880084991455,
|
328 |
+
0.00506982421875,
|
329 |
+
0.005070847988128662,
|
330 |
+
0.005062655925750732,
|
331 |
+
0.005097472190856934,
|
332 |
+
0.005092351913452148,
|
333 |
+
0.005079040050506592,
|
334 |
+
0.005026815891265869,
|
335 |
+
0.005021696090698242,
|
336 |
+
0.0050022401809692385,
|
337 |
+
0.004833280086517334,
|
338 |
+
0.004847616195678711,
|
339 |
+
0.004863999843597412,
|
340 |
+
0.00486297607421875,
|
341 |
+
0.0048261117935180665,
|
342 |
+
0.00485478401184082,
|
343 |
+
0.004830207824707031,
|
344 |
+
0.004844543933868409,
|
345 |
+
0.004830207824707031,
|
346 |
+
0.004850687980651855,
|
347 |
+
0.004836351871490479,
|
348 |
+
0.004832255840301514,
|
349 |
+
0.00486297607421875,
|
350 |
+
0.004860928058624267,
|
351 |
+
0.004832255840301514,
|
352 |
+
0.004839424133300781,
|
353 |
+
0.004850687980651855,
|
354 |
+
0.004877312183380127,
|
355 |
+
0.004846591949462891,
|
356 |
+
0.004853824138641358
|
357 |
]
|
358 |
},
|
359 |
"throughput": {
|
360 |
"unit": "samples/s",
|
361 |
+
"value": 200.00914577343138
|
362 |
},
|
363 |
"energy": {
|
364 |
"unit": "kWh",
|
365 |
+
"cpu": 5.965351813923894e-08,
|
366 |
+
"ram": 3.260000898586381e-08,
|
367 |
+
"gpu": 3.5308515125624264e-07,
|
368 |
+
"total": 4.453386783813454e-07
|
369 |
},
|
370 |
"efficiency": {
|
371 |
"unit": "samples/kWh",
|
372 |
+
"value": 2245482.0309672174
|
373 |
}
|
374 |
}
|
375 |
}
|