Upload cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
Browse files
cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json
CHANGED
@@ -7,6 +7,7 @@
|
|
7 |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
8 |
"task": "text-classification",
|
9 |
"library": "transformers",
|
|
|
10 |
"model": "FacebookAI/roberta-base",
|
11 |
"processor": "FacebookAI/roberta-base",
|
12 |
"device": "cuda",
|
@@ -86,9 +87,9 @@
|
|
86 |
"gpu_vram_mb": 24146608128,
|
87 |
"optimum_benchmark_version": "0.3.1",
|
88 |
"optimum_benchmark_commit": null,
|
89 |
-
"transformers_version": "4.42.
|
90 |
"transformers_commit": null,
|
91 |
-
"accelerate_version": "0.
|
92 |
"accelerate_commit": null,
|
93 |
"diffusers_version": "0.29.2",
|
94 |
"diffusers_commit": null,
|
@@ -104,7 +105,7 @@
|
|
104 |
"forward": {
|
105 |
"memory": {
|
106 |
"unit": "MB",
|
107 |
-
"max_ram":
|
108 |
"max_global_vram": 1195.900928,
|
109 |
"max_process_vram": 0.0,
|
110 |
"max_reserved": 555.74528,
|
@@ -112,184 +113,181 @@
|
|
112 |
},
|
113 |
"latency": {
|
114 |
"unit": "s",
|
115 |
-
"count":
|
116 |
-
"total": 1.
|
117 |
-
"mean": 0.
|
118 |
-
"stdev": 0.
|
119 |
-
"p50": 0.
|
120 |
-
"p90": 0.
|
121 |
-
"p95": 0.
|
122 |
-
"p99": 0.
|
123 |
"values": [
|
124 |
-
0.
|
125 |
-
0.
|
126 |
-
0.
|
127 |
-
0.
|
128 |
-
0.
|
129 |
-
0.
|
130 |
-
0.
|
131 |
-
0.
|
132 |
-
0.
|
133 |
-
0.
|
134 |
-
0.
|
135 |
-
0.
|
136 |
-
0.
|
137 |
-
0.
|
138 |
-
0.
|
139 |
-
0.
|
140 |
-
0.
|
141 |
-
0.
|
142 |
-
0.
|
143 |
-
0.
|
144 |
-
0.
|
145 |
-
0.
|
146 |
-
0.
|
147 |
-
0.
|
148 |
-
0.
|
149 |
-
0.
|
150 |
-
0.
|
151 |
-
0.
|
152 |
-
0.
|
153 |
-
0.
|
154 |
-
0.
|
155 |
-
0.
|
156 |
-
0.
|
157 |
-
0.
|
158 |
-
0.
|
159 |
-
0.
|
160 |
-
0.
|
161 |
-
0.
|
162 |
-
0.
|
163 |
-
0.
|
164 |
-
0.
|
165 |
-
0.
|
166 |
-
0.
|
167 |
-
0.
|
168 |
-
0.
|
169 |
-
0.
|
170 |
-
0.
|
171 |
-
0.
|
172 |
-
0.
|
173 |
-
0.
|
174 |
-
0.
|
175 |
-
0.
|
176 |
-
0.
|
177 |
-
0.
|
178 |
-
0.
|
179 |
-
0.
|
180 |
-
0.
|
181 |
-
0.
|
182 |
-
0.
|
183 |
-
0.
|
184 |
-
0.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
185 |
0.0066344962120056155,
|
186 |
-
0.
|
187 |
-
0.
|
188 |
-
0.
|
189 |
-
0.
|
190 |
-
0.
|
191 |
-
0.
|
192 |
-
0.
|
193 |
-
0.006331391811370849,
|
194 |
-
0.00637440013885498,
|
195 |
-
0.006376448154449463,
|
196 |
-
0.006388735771179199,
|
197 |
-
0.006358016014099121,
|
198 |
-
0.006323232173919678,
|
199 |
0.00637440013885498,
|
200 |
-
0.
|
201 |
-
0.
|
202 |
-
0.
|
203 |
-
0.
|
204 |
-
0.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
205 |
0.006415359973907471,
|
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 |
-
0.006491136074066162,
|
232 |
-
0.006452191829681397,
|
233 |
-
0.006331391811370849,
|
234 |
-
0.006275072097778321,
|
235 |
-
0.0063211522102355954,
|
236 |
-
0.006288383960723877,
|
237 |
-
0.006296576023101807,
|
238 |
-
0.006281216144561768,
|
239 |
-
0.006281216144561768,
|
240 |
-
0.006302720069885254,
|
241 |
-
0.0062740478515625,
|
242 |
-
0.006284287929534912,
|
243 |
-
0.006259712219238281,
|
244 |
-
0.00628326416015625,
|
245 |
-
0.00628326416015625,
|
246 |
-
0.006296607971191406,
|
247 |
-
0.006299647808074951,
|
248 |
-
0.006285312175750732,
|
249 |
-
0.006322175979614258,
|
250 |
-
0.006268928050994873,
|
251 |
-
0.006303743839263916,
|
252 |
-
0.006259712219238281,
|
253 |
-
0.006247424125671387,
|
254 |
-
0.006328288078308105,
|
255 |
-
0.006278143882751465,
|
256 |
-
0.006293504238128662,
|
257 |
-
0.006269951820373535,
|
258 |
-
0.006304768085479737,
|
259 |
-
0.0062873601913452145,
|
260 |
-
0.0062638077735900875,
|
261 |
-
0.006268928050994873,
|
262 |
-
0.006275072097778321,
|
263 |
-
0.006280191898345947,
|
264 |
-
0.0063211522102355954,
|
265 |
-
0.006270976066589356,
|
266 |
-
0.006307839870452881,
|
267 |
-
0.006289408206939697,
|
268 |
-
0.006293504238128662,
|
269 |
-
0.006292479991912842,
|
270 |
-
0.006322175979614258,
|
271 |
-
0.0062893757820129395,
|
272 |
-
0.0062863359451293946,
|
273 |
-
0.0062904319763183595,
|
274 |
-
0.006278143882751465,
|
275 |
-
0.006302720069885254,
|
276 |
-
0.006276095867156982
|
277 |
]
|
278 |
},
|
279 |
"throughput": {
|
280 |
"unit": "samples/s",
|
281 |
-
"value":
|
282 |
},
|
283 |
"energy": {
|
284 |
"unit": "kWh",
|
285 |
-
"cpu": 7.
|
286 |
-
"ram": 4.
|
287 |
-
"gpu": 1.
|
288 |
-
"total": 2.
|
289 |
},
|
290 |
"efficiency": {
|
291 |
"unit": "samples/kWh",
|
292 |
-
"value":
|
293 |
}
|
294 |
}
|
295 |
}
|
|
|
7 |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
8 |
"task": "text-classification",
|
9 |
"library": "transformers",
|
10 |
+
"model_type": "roberta",
|
11 |
"model": "FacebookAI/roberta-base",
|
12 |
"processor": "FacebookAI/roberta-base",
|
13 |
"device": "cuda",
|
|
|
87 |
"gpu_vram_mb": 24146608128,
|
88 |
"optimum_benchmark_version": "0.3.1",
|
89 |
"optimum_benchmark_commit": null,
|
90 |
+
"transformers_version": "4.42.4",
|
91 |
"transformers_commit": null,
|
92 |
+
"accelerate_version": "0.32.1",
|
93 |
"accelerate_commit": null,
|
94 |
"diffusers_version": "0.29.2",
|
95 |
"diffusers_commit": null,
|
|
|
105 |
"forward": {
|
106 |
"memory": {
|
107 |
"unit": "MB",
|
108 |
+
"max_ram": 904.486912,
|
109 |
"max_global_vram": 1195.900928,
|
110 |
"max_process_vram": 0.0,
|
111 |
"max_reserved": 555.74528,
|
|
|
113 |
},
|
114 |
"latency": {
|
115 |
"unit": "s",
|
116 |
+
"count": 150,
|
117 |
+
"total": 1.0009382691383368,
|
118 |
+
"mean": 0.0066729217942555746,
|
119 |
+
"stdev": 0.0003046907216234972,
|
120 |
+
"p50": 0.0064849920272827145,
|
121 |
+
"p90": 0.00706785273551941,
|
122 |
+
"p95": 0.007170713472366333,
|
123 |
+
"p99": 0.007404410872459411,
|
124 |
"values": [
|
125 |
+
0.007553023815155029,
|
126 |
+
0.007230463981628418,
|
127 |
+
0.007129087924957276,
|
128 |
+
0.007200767993927002,
|
129 |
+
0.007172095775604248,
|
130 |
+
0.007205887794494629,
|
131 |
+
0.007067647933959961,
|
132 |
+
0.007060480117797851,
|
133 |
+
0.007069695949554444,
|
134 |
+
0.006966271877288818,
|
135 |
+
0.007385087966918945,
|
136 |
+
0.006974463939666748,
|
137 |
+
0.0070553598403930665,
|
138 |
+
0.007081984043121338,
|
139 |
+
0.007005184173583984,
|
140 |
+
0.007002111911773682,
|
141 |
+
0.0070348801612854,
|
142 |
+
0.007044095993041993,
|
143 |
+
0.007027711868286133,
|
144 |
+
0.0070553598403930665,
|
145 |
+
0.0069621758460998535,
|
146 |
+
0.006947840213775635,
|
147 |
+
0.006999040126800537,
|
148 |
+
0.006976511955261231,
|
149 |
+
0.0069407038688659665,
|
150 |
+
0.007021567821502686,
|
151 |
+
0.007087103843688965,
|
152 |
+
0.0071402878761291505,
|
153 |
+
0.006994944095611572,
|
154 |
+
0.006986752033233643,
|
155 |
+
0.007028736114501953,
|
156 |
+
0.006993855953216553,
|
157 |
+
0.006969344139099121,
|
158 |
+
0.006910975933074951,
|
159 |
+
0.007187456130981445,
|
160 |
+
0.006989823818206787,
|
161 |
+
0.006944767951965332,
|
162 |
+
0.006940671920776367,
|
163 |
+
0.006980607986450196,
|
164 |
+
0.007028736114501953,
|
165 |
+
0.007169023990631103,
|
166 |
+
0.0069959678649902345,
|
167 |
+
0.007074816226959229,
|
168 |
+
0.007031807899475098,
|
169 |
+
0.0069621758460998535,
|
170 |
+
0.007003136157989502,
|
171 |
+
0.0069621758460998535,
|
172 |
+
0.0068904318809509275,
|
173 |
+
0.006732800006866455,
|
174 |
+
0.006797311782836914,
|
175 |
+
0.006933504104614257,
|
176 |
+
0.006739935874938965,
|
177 |
+
0.00652288007736206,
|
178 |
+
0.006595583915710449,
|
179 |
+
0.006696959972381592,
|
180 |
+
0.0067420158386230465,
|
181 |
+
0.006776832103729248,
|
182 |
+
0.0068884482383728025,
|
183 |
+
0.0069027838706970214,
|
184 |
+
0.006873087882995605,
|
185 |
+
0.006982656002044678,
|
186 |
+
0.007021567821502686,
|
187 |
+
0.006864927768707276,
|
188 |
+
0.007422976016998291,
|
189 |
+
0.006532095909118653,
|
190 |
+
0.00652185583114624,
|
191 |
+
0.00643174409866333,
|
192 |
+
0.006478879928588867,
|
193 |
+
0.0064849920272827145,
|
194 |
+
0.006423552036285401,
|
195 |
+
0.006519807815551758,
|
196 |
+
0.006441984176635742,
|
197 |
+
0.006512639999389648,
|
198 |
+
0.006518784046173095,
|
199 |
+
0.006426559925079346,
|
200 |
+
0.006518784046173095,
|
201 |
+
0.006535168170928955,
|
202 |
+
0.006403071880340576,
|
203 |
+
0.006436863899230957,
|
204 |
+
0.006379456043243408,
|
205 |
+
0.006415359973907471,
|
206 |
+
0.006426623821258545,
|
207 |
+
0.006421504020690918,
|
208 |
+
0.00643174409866333,
|
209 |
+
0.0063836159706115725,
|
210 |
+
0.006411263942718506,
|
211 |
+
0.006400000095367431,
|
212 |
0.0066344962120056155,
|
213 |
+
0.006445055961608887,
|
214 |
+
0.006434815883636475,
|
215 |
+
0.0063498239517211915,
|
216 |
+
0.006433792114257812,
|
217 |
+
0.006364160060882569,
|
218 |
+
0.006428671836853027,
|
219 |
+
0.006451200008392334,
|
|
|
|
|
|
|
|
|
|
|
|
|
220 |
0.00637440013885498,
|
221 |
+
0.0064245758056640625,
|
222 |
+
0.0063836159706115725,
|
223 |
+
0.006408192157745361,
|
224 |
+
0.0064133119583129885,
|
225 |
+
0.006385663986206055,
|
226 |
+
0.006449151992797852,
|
227 |
+
0.00638976001739502,
|
228 |
+
0.006434815883636475,
|
229 |
+
0.006458367824554443,
|
230 |
+
0.006379519939422608,
|
231 |
+
0.0064143362045288085,
|
232 |
+
0.006393856048583985,
|
233 |
+
0.006372352123260498,
|
234 |
+
0.006434879779815674,
|
235 |
+
0.006364160060882569,
|
236 |
+
0.006396927833557129,
|
237 |
+
0.006402048110961914,
|
238 |
+
0.006414271831512451,
|
239 |
+
0.006472703933715821,
|
240 |
+
0.006379519939422608,
|
241 |
+
0.006479936122894287,
|
242 |
+
0.0064245758056640625,
|
243 |
+
0.006364160060882569,
|
244 |
+
0.0064102401733398436,
|
245 |
+
0.006416384220123291,
|
246 |
+
0.006448128223419189,
|
247 |
+
0.006451200008392334,
|
248 |
+
0.006375423908233643,
|
249 |
0.006415359973907471,
|
250 |
+
0.0064133119583129885,
|
251 |
+
0.0064143362045288085,
|
252 |
+
0.006549503803253174,
|
253 |
+
0.00643174409866333,
|
254 |
+
0.0064849920272827145,
|
255 |
+
0.0064849920272827145,
|
256 |
+
0.006436863899230957,
|
257 |
+
0.006474751949310303,
|
258 |
+
0.00643174409866333,
|
259 |
+
0.006395904064178467,
|
260 |
+
0.006423552036285401,
|
261 |
+
0.0063907837867736815,
|
262 |
+
0.006406144142150879,
|
263 |
+
0.006415359973907471,
|
264 |
+
0.006376480102539063,
|
265 |
+
0.00643891191482544,
|
266 |
+
0.006362112045288086,
|
267 |
+
0.006553599834442139,
|
268 |
+
0.006412288188934326,
|
269 |
+
0.006393856048583985,
|
270 |
+
0.006432767868041992,
|
271 |
+
0.006367231845855713,
|
272 |
+
0.006423552036285401,
|
273 |
+
0.006398975849151611,
|
274 |
+
0.006356927871704101
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
275 |
]
|
276 |
},
|
277 |
"throughput": {
|
278 |
"unit": "samples/s",
|
279 |
+
"value": 149.85939155781148
|
280 |
},
|
281 |
"energy": {
|
282 |
"unit": "kWh",
|
283 |
+
"cpu": 7.52676367424376e-08,
|
284 |
+
"ram": 4.115020949503828e-08,
|
285 |
+
"gpu": 1.464610876329144e-07,
|
286 |
+
"total": 2.628789338703903e-07
|
287 |
},
|
288 |
"efficiency": {
|
289 |
"unit": "samples/kWh",
|
290 |
+
"value": 3804032.469536108
|
291 |
}
|
292 |
}
|
293 |
}
|