Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
Browse files
cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json
CHANGED
@@ -3,7 +3,7 @@
|
|
3 |
"name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
|
4 |
"backend": {
|
5 |
"name": "pytorch",
|
6 |
-
"version": "2.4.
|
7 |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
8 |
"task": "multiple-choice",
|
9 |
"library": "transformers",
|
@@ -104,7 +104,7 @@
|
|
104 |
"load": {
|
105 |
"memory": {
|
106 |
"unit": "MB",
|
107 |
-
"max_ram": 788.
|
108 |
"max_global_vram": 1185.415168,
|
109 |
"max_process_vram": 0.0,
|
110 |
"max_reserved": 555.74528,
|
@@ -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":
|
131 |
-
"ram": 4.
|
132 |
-
"gpu":
|
133 |
-
"total":
|
134 |
},
|
135 |
"efficiency": null
|
136 |
},
|
137 |
"forward": {
|
138 |
"memory": {
|
139 |
"unit": "MB",
|
140 |
-
"max_ram": 1084.
|
141 |
"max_global_vram": 1195.900928,
|
142 |
"max_process_vram": 0.0,
|
143 |
"max_reserved": 555.74528,
|
@@ -145,164 +145,161 @@
|
|
145 |
},
|
146 |
"latency": {
|
147 |
"unit": "s",
|
148 |
-
"count":
|
149 |
-
"total":
|
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 |
-
0.007867392063140868,
|
161 |
-
0.00774348783493042,
|
162 |
-
0.0075980801582336424,
|
163 |
-
0.007864319801330566,
|
164 |
-
0.007820288181304931,
|
165 |
-
0.007579648017883301,
|
166 |
-
0.007610367774963379,
|
167 |
-
0.0075970239639282225,
|
168 |
-
0.0077506561279296875,
|
169 |
-
0.0075335679054260255,
|
170 |
-
0.0077199358940124516,
|
171 |
-
0.007766016006469726,
|
172 |
-
0.007658495903015137,
|
173 |
-
0.007599040031433106,
|
174 |
-
0.007623680114746094,
|
175 |
-
0.007589888095855713,
|
176 |
-
0.007514111995697022,
|
177 |
-
0.007543807983398438,
|
178 |
-
0.007672832012176513,
|
179 |
-
0.007591936111450195,
|
180 |
-
0.007610367774963379,
|
181 |
-
0.007609344005584716,
|
182 |
-
0.007609344005584716,
|
183 |
-
0.007584767818450928,
|
184 |
-
0.007707647800445557,
|
185 |
-
0.007878655910491944,
|
186 |
-
0.007868415832519531,
|
187 |
-
0.007781375885009765,
|
188 |
-
0.007591936111450195,
|
189 |
-
0.007498752117156982,
|
190 |
-
0.007523327827453613,
|
191 |
-
0.007535615921020508,
|
192 |
-
0.007535615921020508,
|
193 |
-
0.007574528217315674,
|
194 |
-
0.00760319995880127,
|
195 |
-
0.007639039993286132,
|
196 |
-
0.007624703884124756,
|
197 |
-
0.007616511821746826,
|
198 |
-
0.007600128173828125,
|
199 |
-
0.007579648017883301,
|
200 |
-
0.009174015998840332,
|
201 |
-
0.008943584442138672,
|
202 |
-
0.00858726406097412,
|
203 |
-
0.007854080200195313,
|
204 |
-
0.0077844481468200685,
|
205 |
-
0.00780083179473877,
|
206 |
-
0.00774348783493042,
|
207 |
-
0.007734272003173828,
|
208 |
-
0.00754585599899292,
|
209 |
0.007615488052368164,
|
210 |
-
0.
|
211 |
-
0.
|
212 |
-
0.
|
213 |
-
0.
|
214 |
-
0.
|
215 |
-
0.
|
216 |
-
0.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
217 |
0.007576576232910156,
|
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 |
-
0.007497727870941162,
|
232 |
-
0.007372799873352051,
|
233 |
-
0.007176191806793213,
|
234 |
-
0.0071905279159545895,
|
235 |
-
0.007226367950439453,
|
236 |
-
0.0077506561279296875,
|
237 |
-
0.007773183822631836,
|
238 |
-
0.007792640209197998,
|
239 |
-
0.0078438401222229,
|
240 |
-
0.007911424160003662,
|
241 |
0.007880703926086426,
|
242 |
-
0.
|
243 |
-
0.
|
244 |
-
0.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
245 |
0.007411712169647216,
|
246 |
-
0.
|
247 |
-
0.
|
248 |
-
0.
|
249 |
-
0.007364607810974121,
|
250 |
-
0.007729152202606201,
|
251 |
-
0.007387135982513428,
|
252 |
0.007416831970214844,
|
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.
|
274 |
-
0.
|
275 |
-
0.
|
276 |
-
0.
|
277 |
-
0.
|
278 |
-
0.007062528133392334,
|
279 |
-
0.007108607769012451,
|
280 |
-
0.007072768211364746,
|
281 |
-
0.007080959796905518,
|
282 |
-
0.007078911781311035,
|
283 |
-
0.007063551902770996,
|
284 |
-
0.0071157760620117185,
|
285 |
-
0.0071157760620117185,
|
286 |
-
0.007131135940551757,
|
287 |
-
0.007117824077606201,
|
288 |
-
0.0071188478469848635,
|
289 |
-
0.007097343921661377
|
290 |
]
|
291 |
},
|
292 |
"throughput": {
|
293 |
"unit": "samples/s",
|
294 |
-
"value":
|
295 |
},
|
296 |
"energy": {
|
297 |
"unit": "kWh",
|
298 |
-
"cpu": 8.
|
299 |
-
"ram": 4.
|
300 |
-
"gpu": 1.
|
301 |
-
"total": 3.
|
302 |
},
|
303 |
"efficiency": {
|
304 |
"unit": "samples/kWh",
|
305 |
-
"value":
|
306 |
}
|
307 |
}
|
308 |
}
|
|
|
3 |
"name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
|
4 |
"backend": {
|
5 |
"name": "pytorch",
|
6 |
+
"version": "2.4.1+cu124",
|
7 |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
8 |
"task": "multiple-choice",
|
9 |
"library": "transformers",
|
|
|
104 |
"load": {
|
105 |
"memory": {
|
106 |
"unit": "MB",
|
107 |
+
"max_ram": 788.066304,
|
108 |
"max_global_vram": 1185.415168,
|
109 |
"max_process_vram": 0.0,
|
110 |
"max_reserved": 555.74528,
|
|
|
113 |
"latency": {
|
114 |
"unit": "s",
|
115 |
"count": 1,
|
116 |
+
"total": 7.387978515625,
|
117 |
+
"mean": 7.387978515625,
|
118 |
"stdev": 0.0,
|
119 |
+
"p50": 7.387978515625,
|
120 |
+
"p90": 7.387978515625,
|
121 |
+
"p95": 7.387978515625,
|
122 |
+
"p99": 7.387978515625,
|
123 |
"values": [
|
124 |
+
7.387978515625
|
125 |
]
|
126 |
},
|
127 |
"throughput": null,
|
128 |
"energy": {
|
129 |
"unit": "kWh",
|
130 |
+
"cpu": 9.222970923611723e-07,
|
131 |
+
"ram": 4.6958802323310144e-07,
|
132 |
+
"gpu": 1.6758346740000825e-06,
|
133 |
+
"total": 3.0677197895943562e-06
|
134 |
},
|
135 |
"efficiency": null
|
136 |
},
|
137 |
"forward": {
|
138 |
"memory": {
|
139 |
"unit": "MB",
|
140 |
+
"max_ram": 1084.809216,
|
141 |
"max_global_vram": 1195.900928,
|
142 |
"max_process_vram": 0.0,
|
143 |
"max_reserved": 555.74528,
|
|
|
145 |
},
|
146 |
"latency": {
|
147 |
"unit": "s",
|
148 |
+
"count": 130,
|
149 |
+
"total": 1.001474017620087,
|
150 |
+
"mean": 0.007703646289385282,
|
151 |
+
"stdev": 0.00022089592815666712,
|
152 |
+
"p50": 0.007660032033920288,
|
153 |
+
"p90": 0.007956684827804565,
|
154 |
+
"p95": 0.008030617237091064,
|
155 |
+
"p99": 0.008238305444717407,
|
156 |
"values": [
|
157 |
+
0.007699456214904785,
|
158 |
+
0.007661568164825439,
|
159 |
+
0.0076349759101867675,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
160 |
0.007615488052368164,
|
161 |
+
0.007605247974395752,
|
162 |
+
0.007550975799560547,
|
163 |
+
0.007632895946502686,
|
164 |
+
0.007633920192718506,
|
165 |
+
0.007619584083557129,
|
166 |
+
0.007565311908721924,
|
167 |
+
0.007612415790557861,
|
168 |
+
0.0075970559120178225,
|
169 |
+
0.007673855781555176,
|
170 |
+
0.007570432186126709,
|
171 |
+
0.007591872215270996,
|
172 |
+
0.007582719802856445,
|
173 |
+
0.007621632099151611,
|
174 |
+
0.00764415979385376,
|
175 |
+
0.007651328086853027,
|
176 |
0.007576576232910156,
|
177 |
+
0.007661568164825439,
|
178 |
+
0.007591936111450195,
|
179 |
+
0.007658495903015137,
|
180 |
+
0.007822336196899414,
|
181 |
+
0.008034303665161132,
|
182 |
+
0.008136704444885253,
|
183 |
+
0.00800870418548584,
|
184 |
+
0.007895040035247802,
|
185 |
+
0.007915520191192627,
|
186 |
+
0.007930880069732665,
|
187 |
+
0.007944255828857423,
|
188 |
+
0.007824384212493896,
|
189 |
+
0.007831552028656007,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
190 |
0.007880703926086426,
|
191 |
+
0.007921664237976075,
|
192 |
+
0.0078919677734375,
|
193 |
+
0.007912447929382324,
|
194 |
+
0.007875584125518798,
|
195 |
+
0.007903200149536133,
|
196 |
+
0.0079267840385437,
|
197 |
+
0.00793497610092163,
|
198 |
+
0.007987199783325195,
|
199 |
+
0.007947264194488525,
|
200 |
+
0.007840767860412597,
|
201 |
+
0.00797388792037964,
|
202 |
+
0.008076288223266602,
|
203 |
+
0.007956480026245117,
|
204 |
+
0.007871456146240234,
|
205 |
+
0.007903232097625732,
|
206 |
+
0.007879680156707763,
|
207 |
+
0.007964672088623047,
|
208 |
+
0.007874559879302979,
|
209 |
+
0.007863296031951903,
|
210 |
+
0.007958528041839599,
|
211 |
+
0.007932928085327149,
|
212 |
+
0.007827455997467042,
|
213 |
+
0.007871488094329833,
|
214 |
+
0.007881728172302246,
|
215 |
+
0.007921664237976075,
|
216 |
+
0.007903232097625732,
|
217 |
+
0.00785203218460083,
|
218 |
+
0.007948287963867188,
|
219 |
+
0.008178688049316407,
|
220 |
+
0.008026111602783203,
|
221 |
+
0.008152064323425292,
|
222 |
+
0.008262656211853027,
|
223 |
+
0.008345600128173827,
|
224 |
+
0.007950335979461669,
|
225 |
+
0.007913472175598145,
|
226 |
+
0.007805952072143555,
|
227 |
+
0.007846911907196046,
|
228 |
+
0.007837696075439453,
|
229 |
+
0.007854112148284912,
|
230 |
+
0.007755775928497314,
|
231 |
+
0.007688191890716553,
|
232 |
+
0.007856128215789794,
|
233 |
+
0.007700479984283447,
|
234 |
+
0.007506944179534912,
|
235 |
+
0.0074700798988342285,
|
236 |
+
0.007685120105743408,
|
237 |
+
0.007640063762664795,
|
238 |
+
0.007732223987579345,
|
239 |
+
0.007779327869415284,
|
240 |
+
0.007832575798034667,
|
241 |
+
0.007902207851409913,
|
242 |
+
0.00786636781692505,
|
243 |
+
0.007601151943206787,
|
244 |
+
0.007581696033477783,
|
245 |
+
0.007732223987579345,
|
246 |
+
0.007549952030181885,
|
247 |
+
0.007549952030181885,
|
248 |
+
0.007519231796264648,
|
249 |
+
0.0074997758865356446,
|
250 |
+
0.007458816051483155,
|
251 |
+
0.007481279850006103,
|
252 |
+
0.007457791805267334,
|
253 |
+
0.007484416007995606,
|
254 |
+
0.007471168041229248,
|
255 |
+
0.007400479793548584,
|
256 |
+
0.007449600219726562,
|
257 |
0.007411712169647216,
|
258 |
+
0.007436287879943848,
|
259 |
+
0.007439295768737793,
|
260 |
+
0.007432191848754883,
|
|
|
|
|
|
|
261 |
0.007416831970214844,
|
262 |
+
0.0073820161819458,
|
263 |
+
0.007436287879943848,
|
264 |
+
0.007436287879943848,
|
265 |
+
0.007427072048187256,
|
266 |
+
0.0074332160949707035,
|
267 |
+
0.007433184146881103,
|
268 |
+
0.007420928001403809,
|
269 |
+
0.0074332160949707035,
|
270 |
+
0.0074106879234313965,
|
271 |
+
0.007469056129455566,
|
272 |
+
0.007612415790557861,
|
273 |
+
0.007483391761779785,
|
274 |
+
0.007477248191833496,
|
275 |
+
0.007484416007995606,
|
276 |
+
0.007463935852050781,
|
277 |
+
0.007460832118988037,
|
278 |
+
0.007422976016998291,
|
279 |
+
0.007489535808563232,
|
280 |
+
0.007473152160644531,
|
281 |
+
0.007505919933319092,
|
282 |
+
0.007532544136047363,
|
283 |
+
0.007434239864349365,
|
284 |
+
0.007450687885284424,
|
285 |
+
0.007431168079376221,
|
286 |
+
0.007426047801971435
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
287 |
]
|
288 |
},
|
289 |
"throughput": {
|
290 |
"unit": "samples/s",
|
291 |
+
"value": 129.80865974829118
|
292 |
},
|
293 |
"energy": {
|
294 |
"unit": "kWh",
|
295 |
+
"cpu": 8.8426083582091e-08,
|
296 |
+
"ram": 4.834484753746809e-08,
|
297 |
+
"gpu": 1.6505195625373376e-07,
|
298 |
+
"total": 3.018228873732929e-07
|
299 |
},
|
300 |
"efficiency": {
|
301 |
"unit": "samples/kWh",
|
302 |
+
"value": 3313201.356937539
|
303 |
}
|
304 |
}
|
305 |
}
|