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
@@ -7,6 +7,7 @@
|
|
7 |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
8 |
"task": "multiple-choice",
|
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": 909.
|
108 |
"max_global_vram": 1195.900928,
|
109 |
"max_process_vram": 0.0,
|
110 |
"max_reserved": 555.74528,
|
@@ -112,164 +113,163 @@
|
|
112 |
},
|
113 |
"latency": {
|
114 |
"unit": "s",
|
115 |
-
"count":
|
116 |
-
"total":
|
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 |
0.008017919540405273,
|
128 |
-
0.
|
129 |
-
0.
|
130 |
-
0.
|
131 |
-
0.
|
132 |
-
0.
|
133 |
-
0.
|
134 |
-
0.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
135 |
0.007602176189422607,
|
136 |
-
0.0074403839111328125,
|
137 |
-
0.00764518404006958,
|
138 |
-
0.0077506561279296875,
|
139 |
-
0.00769536018371582,
|
140 |
-
0.007614463806152344,
|
141 |
-
0.007527423858642578,
|
142 |
-
0.007685120105743408,
|
143 |
-
0.007667712211608887,
|
144 |
-
0.007789567947387695,
|
145 |
-
0.0076984319686889645,
|
146 |
-
0.007654399871826172,
|
147 |
-
0.007714816093444824,
|
148 |
-
0.007693312168121338,
|
149 |
-
0.00758784008026123,
|
150 |
-
0.007377920150756836,
|
151 |
-
0.007420928001403809,
|
152 |
-
0.00760319995880127,
|
153 |
-
0.007621632099151611,
|
154 |
-
0.007758848190307617,
|
155 |
-
0.007772160053253174,
|
156 |
-
0.007822336196899414,
|
157 |
-
0.007959551811218261,
|
158 |
0.007672832012176513,
|
159 |
-
0.
|
160 |
-
0.
|
161 |
-
0.
|
162 |
-
0.007685120105743408,
|
163 |
-
0.007559167861938477,
|
164 |
-
0.007614463806152344,
|
165 |
-
0.007580671787261963,
|
166 |
-
0.008041472434997558,
|
167 |
-
0.00759500789642334,
|
168 |
-
0.007432191848754883,
|
169 |
-
0.007498752117156982,
|
170 |
-
0.007737343788146973,
|
171 |
-
0.0075038719177246095,
|
172 |
-
0.007396351814270019,
|
173 |
0.0074711041450500485,
|
174 |
-
0.
|
175 |
-
0.
|
176 |
-
0.
|
177 |
-
0.
|
178 |
-
0.
|
|
|
|
|
179 |
0.007582719802856445,
|
180 |
-
0.
|
181 |
-
0.
|
182 |
-
0.
|
183 |
-
0.
|
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 |
-
0.007107583999633789,
|
199 |
-
0.007104512214660645,
|
200 |
-
0.007072768211364746,
|
201 |
-
0.007120895862579346,
|
202 |
-
0.007071680068969727,
|
203 |
-
0.007200767993927002,
|
204 |
-
0.00738099193572998,
|
205 |
-
0.00737171220779419,
|
206 |
-
0.00738099193572998,
|
207 |
-
0.00749567985534668,
|
208 |
-
0.007362624168395996,
|
209 |
-
0.007324672222137451,
|
210 |
-
0.007358463764190673,
|
211 |
-
0.007318528175354004,
|
212 |
-
0.007358463764190673,
|
213 |
-
0.007331840038299561,
|
214 |
-
0.007341055870056152,
|
215 |
-
0.007340991973876953,
|
216 |
-
0.007360511779785156,
|
217 |
0.007341055870056152,
|
218 |
-
0.
|
219 |
-
0.
|
220 |
-
0.
|
221 |
-
0.
|
222 |
-
0.
|
223 |
-
0.
|
|
|
224 |
0.00733900785446167,
|
225 |
-
0.
|
226 |
0.007366655826568603,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
227 |
0.007361536026000977,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
228 |
0.007372799873352051,
|
229 |
-
0.
|
230 |
-
0.
|
231 |
-
0.
|
232 |
-
0.
|
233 |
-
0.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
234 |
0.007351295948028564,
|
235 |
-
0.007336959838867187,
|
236 |
0.007341055870056152,
|
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 |
-
0.007372831821441651,
|
252 |
-
0.007388160228729248,
|
253 |
-
0.007342080116271973,
|
254 |
-
0.007435264110565186,
|
255 |
-
0.007425055980682373,
|
256 |
-
0.007478271961212158
|
257 |
]
|
258 |
},
|
259 |
"throughput": {
|
260 |
"unit": "samples/s",
|
261 |
-
"value":
|
262 |
},
|
263 |
"energy": {
|
264 |
"unit": "kWh",
|
265 |
-
"cpu": 8.
|
266 |
-
"ram": 4.
|
267 |
-
"gpu": 1.
|
268 |
-
"total":
|
269 |
},
|
270 |
"efficiency": {
|
271 |
"unit": "samples/kWh",
|
272 |
-
"value":
|
273 |
}
|
274 |
}
|
275 |
}
|
|
|
7 |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
8 |
"task": "multiple-choice",
|
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": 909.76256,
|
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": 132,
|
117 |
+
"total": 1.0006536970138549,
|
118 |
+
"mean": 0.007580709825862539,
|
119 |
+
"stdev": 0.0003088718943414982,
|
120 |
+
"p50": 0.007382015943527222,
|
121 |
+
"p90": 0.008035433769226075,
|
122 |
+
"p95": 0.008080793619155884,
|
123 |
+
"p99": 0.00816958493232727,
|
124 |
"values": [
|
125 |
+
0.008175616264343261,
|
126 |
+
0.008003583908081055,
|
127 |
+
0.00791756820678711,
|
128 |
+
0.008087552070617676,
|
129 |
+
0.008156160354614257,
|
130 |
+
0.008112128257751466,
|
131 |
+
0.008144895553588867,
|
132 |
+
0.007796735763549805,
|
133 |
+
0.007888895988464355,
|
134 |
+
0.007962624073028564,
|
135 |
+
0.008041472434997558,
|
136 |
+
0.00800870418548584,
|
137 |
+
0.008037376403808593,
|
138 |
0.008017919540405273,
|
139 |
+
0.008075263977050781,
|
140 |
+
0.008054783821105957,
|
141 |
+
0.008075263977050781,
|
142 |
+
0.008036352157592774,
|
143 |
+
0.007931903839111328,
|
144 |
+
0.007904255867004394,
|
145 |
+
0.007940095901489258,
|
146 |
+
0.007983039855957032,
|
147 |
+
0.00802716827392578,
|
148 |
+
0.008069120407104492,
|
149 |
+
0.00859340763092041,
|
150 |
+
0.007998464107513427,
|
151 |
+
0.007982079982757568,
|
152 |
+
0.007881728172302246,
|
153 |
+
0.007840767860412597,
|
154 |
+
0.007778304100036621,
|
155 |
+
0.007854080200195313,
|
156 |
+
0.007861248016357422,
|
157 |
+
0.007832640171051026,
|
158 |
+
0.007906303882598878,
|
159 |
+
0.00785203218460083,
|
160 |
+
0.007920639991760254,
|
161 |
+
0.007940095901489258,
|
162 |
+
0.00794316816329956,
|
163 |
+
0.007829504013061523,
|
164 |
+
0.007788544178009033,
|
165 |
+
0.007749631881713868,
|
166 |
+
0.007795711994171142,
|
167 |
0.007602176189422607,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
168 |
0.007672832012176513,
|
169 |
+
0.007947264194488525,
|
170 |
+
0.0075970239639282225,
|
171 |
+
0.007490560054779053,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
172 |
0.0074711041450500485,
|
173 |
+
0.007525375843048096,
|
174 |
+
0.007677951812744141,
|
175 |
+
0.007751679897308349,
|
176 |
+
0.007792640209197998,
|
177 |
+
0.007787519931793213,
|
178 |
+
0.007941120147705078,
|
179 |
+
0.00809267234802246,
|
180 |
0.007582719802856445,
|
181 |
+
0.007409664154052734,
|
182 |
+
0.00735536003112793,
|
183 |
+
0.007656447887420655,
|
184 |
+
0.007383039951324463,
|
185 |
+
0.007378943920135498,
|
186 |
+
0.007316480159759522,
|
187 |
+
0.007329792022705078,
|
188 |
+
0.00744755220413208,
|
189 |
+
0.007357439994812012,
|
190 |
+
0.007311359882354736,
|
191 |
+
0.007336959838867187,
|
192 |
+
0.007411712169647216,
|
193 |
+
0.007344128131866455,
|
194 |
+
0.007401472091674805,
|
195 |
+
0.007305215835571289,
|
196 |
+
0.007315455913543701,
|
197 |
+
0.007300096035003662,
|
198 |
+
0.007323647975921631,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
199 |
0.007341055870056152,
|
200 |
+
0.007361536026000977,
|
201 |
+
0.007287807941436767,
|
202 |
+
0.007481344223022461,
|
203 |
+
0.007345151901245117,
|
204 |
+
0.007336927890777588,
|
205 |
+
0.007332863807678222,
|
206 |
+
0.00743833589553833,
|
207 |
0.00733900785446167,
|
208 |
+
0.007333888053894043,
|
209 |
0.007366655826568603,
|
210 |
+
0.007362559795379638,
|
211 |
+
0.00733081579208374,
|
212 |
+
0.007307263851165771,
|
213 |
+
0.0073400321006774905,
|
214 |
+
0.007295968055725098,
|
215 |
+
0.007303135871887207,
|
216 |
+
0.00734822416305542,
|
217 |
0.007361536026000977,
|
218 |
+
0.007320576190948487,
|
219 |
+
0.007449600219726562,
|
220 |
+
0.007286784172058106,
|
221 |
+
0.007301119804382325,
|
222 |
+
0.007352287769317627,
|
223 |
+
0.007353343963623047,
|
224 |
+
0.007384064197540283,
|
225 |
+
0.007374911785125732,
|
226 |
+
0.00733081579208374,
|
227 |
+
0.007332863807678222,
|
228 |
0.007372799873352051,
|
229 |
+
0.007325695991516113,
|
230 |
+
0.007316480159759522,
|
231 |
+
0.007312384128570557,
|
232 |
+
0.007319551944732666,
|
233 |
+
0.007231488227844239,
|
234 |
+
0.00733081579208374,
|
235 |
+
0.007294976234436036,
|
236 |
+
0.00729804801940918,
|
237 |
+
0.007311359882354736,
|
238 |
+
0.007341055870056152,
|
239 |
+
0.00738099193572998,
|
240 |
+
0.007294976234436036,
|
241 |
0.007351295948028564,
|
|
|
242 |
0.007341055870056152,
|
243 |
+
0.007293951988220215,
|
244 |
+
0.007334911823272705,
|
245 |
+
0.007284736156463623,
|
246 |
+
0.00729804801940918,
|
247 |
+
0.007363615989685058,
|
248 |
+
0.007312384128570557,
|
249 |
+
0.007316480159759522,
|
250 |
+
0.007324607849121094,
|
251 |
+
0.00728166389465332,
|
252 |
+
0.007299071788787842,
|
253 |
+
0.007287807941436767,
|
254 |
+
0.007294976234436036,
|
255 |
+
0.007310336112976074,
|
256 |
+
0.0073134078979492185
|
|
|
|
|
|
|
|
|
|
|
|
|
257 |
]
|
258 |
},
|
259 |
"throughput": {
|
260 |
"unit": "samples/s",
|
261 |
+
"value": 131.9137683635344
|
262 |
},
|
263 |
"energy": {
|
264 |
"unit": "kWh",
|
265 |
+
"cpu": 8.591485800121805e-08,
|
266 |
+
"ram": 4.682657728879928e-08,
|
267 |
+
"gpu": 1.700361072518008e-07,
|
268 |
+
"total": 3.0277754254181817e-07
|
269 |
},
|
270 |
"efficiency": {
|
271 |
"unit": "samples/kWh",
|
272 |
+
"value": 3302754.859574451
|
273 |
}
|
274 |
}
|
275 |
}
|