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.
|
7 |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
8 |
"task": "multiple-choice",
|
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": 555.74528,
|
111 |
"max_allocated": 499.37152
|
@@ -113,195 +113,193 @@
|
|
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": 9.
|
131 |
-
"ram": 4.
|
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": 555.74528,
|
144 |
"max_allocated": 509.038592
|
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.
|
161 |
-
0.
|
162 |
-
0.
|
163 |
-
0.007605247974395752,
|
164 |
-
0.008141823768615723,
|
165 |
-
0.007363552093505859,
|
166 |
-
0.007332863807678222,
|
167 |
-
0.007366591930389404,
|
168 |
-
0.007448575973510742,
|
169 |
-
0.007341055870056152,
|
170 |
-
0.007160799980163574,
|
171 |
-
0.007520256042480469,
|
172 |
-
0.007193600177764893,
|
173 |
-
0.007187456130981445,
|
174 |
-
0.0071905279159545895,
|
175 |
-
0.007120895862579346,
|
176 |
-
0.007132160186767578,
|
177 |
-
0.007173120021820068,
|
178 |
-
0.007227392196655274,
|
179 |
-
0.0071485438346862796,
|
180 |
-
0.00714137601852417,
|
181 |
-
0.007576608180999756,
|
182 |
-
0.007681951999664306,
|
183 |
-
0.007584767818450928,
|
184 |
0.007606272220611572,
|
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 |
0.007565311908721924,
|
202 |
-
0.
|
203 |
-
0.
|
204 |
-
0.
|
205 |
-
0.
|
206 |
-
0.
|
|
|
|
|
207 |
0.007539711952209473,
|
208 |
-
0.007517183780670166,
|
209 |
-
0.007542784214019775,
|
210 |
-
0.007552000045776367,
|
211 |
0.007529471874237061,
|
212 |
-
0.
|
213 |
-
0.
|
214 |
-
0.
|
215 |
-
0.
|
216 |
-
0.
|
217 |
-
0.
|
218 |
-
0.
|
219 |
-
0.
|
|
|
|
|
220 |
0.007585792064666748,
|
221 |
-
0.
|
222 |
-
0.
|
223 |
-
0.
|
224 |
-
0.
|
225 |
-
0.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
226 |
0.0075673599243164065,
|
227 |
-
0.
|
228 |
-
0.
|
229 |
-
0.0075632638931274416,
|
230 |
0.007544832229614258,
|
231 |
-
0.007572480201721191,
|
232 |
-
0.007599103927612305,
|
233 |
-
0.007572415828704834,
|
234 |
-
0.007574528217315674,
|
235 |
-
0.00753868818283081,
|
236 |
-
0.007573503971099854,
|
237 |
-
0.0075560641288757325,
|
238 |
-
0.00753868818283081,
|
239 |
-
0.007582719802856445,
|
240 |
-
0.007565311908721924,
|
241 |
-
0.007527423858642578,
|
242 |
-
0.007535615921020508,
|
243 |
-
0.007528384208679199,
|
244 |
-
0.007535615921020508,
|
245 |
-
0.007519167900085449,
|
246 |
-
0.007561215877532959,
|
247 |
-
0.007506944179534912,
|
248 |
-
0.007719871997833252,
|
249 |
-
0.007556096076965332,
|
250 |
-
0.007559167861938477,
|
251 |
-
0.007511040210723877,
|
252 |
-
0.007656447887420655,
|
253 |
-
0.007552000045776367,
|
254 |
-
0.007619584083557129,
|
255 |
-
0.007526400089263916,
|
256 |
-
0.007524352073669433,
|
257 |
-
0.007493631839752197,
|
258 |
-
0.007531519889831543,
|
259 |
-
0.007502848148345947,
|
260 |
-
0.007560192108154297,
|
261 |
-
0.007525375843048096,
|
262 |
-
0.007532544136047363,
|
263 |
-
0.007535615921020508,
|
264 |
-
0.00753868818283081,
|
265 |
-
0.007555071830749512,
|
266 |
-
0.007520256042480469,
|
267 |
0.00749567985534668,
|
268 |
-
0.
|
269 |
-
0.
|
270 |
-
0.0075008001327514645,
|
271 |
-
0.007502848148345947,
|
272 |
-
0.007555071830749512,
|
273 |
-
0.0075049281120300295,
|
274 |
-
0.007526400089263916,
|
275 |
-
0.007478271961212158,
|
276 |
-
0.007517183780670166,
|
277 |
-
0.007522304058074952,
|
278 |
-
0.007518208026885987,
|
279 |
-
0.007507967948913574,
|
280 |
-
0.007531519889831543,
|
281 |
-
0.007520256042480469,
|
282 |
-
0.007546879768371582,
|
283 |
-
0.007518208026885987,
|
284 |
-
0.0075008001327514645,
|
285 |
-
0.007526400089263916,
|
286 |
-
0.007521279811859131,
|
287 |
-
0.0074926080703735356,
|
288 |
-
0.007915520191192627
|
289 |
]
|
290 |
},
|
291 |
"throughput": {
|
292 |
"unit": "samples/s",
|
293 |
-
"value":
|
294 |
},
|
295 |
"energy": {
|
296 |
"unit": "kWh",
|
297 |
-
"cpu": 8.
|
298 |
-
"ram": 4.
|
299 |
-
"gpu": 1.
|
300 |
-
"total":
|
301 |
},
|
302 |
"efficiency": {
|
303 |
"unit": "samples/kWh",
|
304 |
-
"value":
|
305 |
}
|
306 |
}
|
307 |
}
|
|
|
3 |
"name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
|
4 |
"backend": {
|
5 |
"name": "pytorch",
|
6 |
+
"version": "2.6.0.dev20240917+cu124",
|
7 |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
8 |
"task": "multiple-choice",
|
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": 810.094592,
|
108 |
+
"max_global_vram": 1192.7552,
|
109 |
"max_process_vram": 0.0,
|
110 |
"max_reserved": 555.74528,
|
111 |
"max_allocated": 499.37152
|
|
|
113 |
"latency": {
|
114 |
"unit": "s",
|
115 |
"count": 1,
|
116 |
+
"total": 8.5225263671875,
|
117 |
+
"mean": 8.5225263671875,
|
118 |
"stdev": 0.0,
|
119 |
+
"p50": 8.5225263671875,
|
120 |
+
"p90": 8.5225263671875,
|
121 |
+
"p95": 8.5225263671875,
|
122 |
+
"p99": 8.5225263671875,
|
123 |
"values": [
|
124 |
+
8.5225263671875
|
125 |
]
|
126 |
},
|
127 |
"throughput": null,
|
128 |
"energy": {
|
129 |
"unit": "kWh",
|
130 |
+
"cpu": 9.056904298379071e-07,
|
131 |
+
"ram": 4.69438917347047e-07,
|
132 |
+
"gpu": 0.0,
|
133 |
+
"total": 1.3751293471849541e-06
|
134 |
},
|
135 |
"efficiency": null
|
136 |
},
|
137 |
"forward": {
|
138 |
"memory": {
|
139 |
"unit": "MB",
|
140 |
+
"max_ram": 1103.31904,
|
141 |
+
"max_global_vram": 1203.24096,
|
142 |
"max_process_vram": 0.0,
|
143 |
"max_reserved": 555.74528,
|
144 |
"max_allocated": 509.038592
|
145 |
},
|
146 |
"latency": {
|
147 |
"unit": "s",
|
148 |
+
"count": 130,
|
149 |
+
"total": 0.9992434840202338,
|
150 |
+
"mean": 0.007686488338617178,
|
151 |
+
"stdev": 0.00032106215549831127,
|
152 |
+
"p50": 0.007704576015472412,
|
153 |
+
"p90": 0.007926271820068359,
|
154 |
+
"p95": 0.008019609260559082,
|
155 |
+
"p99": 0.00890674160003662,
|
156 |
"values": [
|
157 |
+
0.007815167903900147,
|
158 |
+
0.007880703926086426,
|
159 |
+
0.007830527782440186,
|
160 |
+
0.007838719844818116,
|
161 |
+
0.007809023857116699,
|
162 |
+
0.007702527999877929,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
163 |
0.007606272220611572,
|
164 |
+
0.007706624031066894,
|
165 |
+
0.007636991977691651,
|
166 |
+
0.007614463806152344,
|
167 |
+
0.007639039993286132,
|
168 |
+
0.007628799915313721,
|
169 |
+
0.007648255825042725,
|
170 |
+
0.007611328125,
|
171 |
+
0.007732223987579345,
|
172 |
+
0.007844863891601562,
|
173 |
+
0.007861248016357422,
|
174 |
+
0.007894015789031983,
|
175 |
+
0.007941120147705078,
|
176 |
+
0.00791756820678711,
|
177 |
+
0.007921664237976075,
|
178 |
+
0.007913472175598145,
|
179 |
+
0.00785100793838501,
|
180 |
+
0.007865344047546387,
|
181 |
+
0.007903232097625732,
|
182 |
+
0.007930880069732665,
|
183 |
+
0.007887872219085693,
|
184 |
+
0.007910399913787843,
|
185 |
+
0.007914495944976807,
|
186 |
+
0.007910399913787843,
|
187 |
+
0.007979008197784423,
|
188 |
+
0.00790835189819336,
|
189 |
+
0.00790118408203125,
|
190 |
+
0.007910399913787843,
|
191 |
+
0.007907328128814697,
|
192 |
+
0.00785097599029541,
|
193 |
+
0.00783564805984497,
|
194 |
+
0.007825407981872558,
|
195 |
+
0.008006655693054199,
|
196 |
+
0.007886847972869874,
|
197 |
+
0.007844863891601562,
|
198 |
+
0.00784281587600708,
|
199 |
+
0.007839744091033935,
|
200 |
+
0.007833600044250488,
|
201 |
+
0.007882751941680909,
|
202 |
+
0.008030207633972167,
|
203 |
+
0.008048640251159669,
|
204 |
+
0.007914495944976807,
|
205 |
+
0.007879680156707763,
|
206 |
+
0.007867392063140868,
|
207 |
+
0.007875584125518798,
|
208 |
+
0.007830527782440186,
|
209 |
+
0.007902207851409913,
|
210 |
+
0.00790937614440918,
|
211 |
+
0.007840767860412597,
|
212 |
+
0.007860223770141601,
|
213 |
+
0.007925759792327881,
|
214 |
+
0.007777279853820801,
|
215 |
+
0.007763967990875244,
|
216 |
+
0.007840767860412597,
|
217 |
+
0.007514111995697022,
|
218 |
0.007565311908721924,
|
219 |
+
0.008408063888549805,
|
220 |
+
0.007550943851470948,
|
221 |
+
0.007501823902130127,
|
222 |
+
0.007584767818450928,
|
223 |
+
0.007523327827453613,
|
224 |
+
0.007540736198425293,
|
225 |
+
0.007548927783966064,
|
226 |
0.007539711952209473,
|
|
|
|
|
|
|
227 |
0.007529471874237061,
|
228 |
+
0.007797760009765625,
|
229 |
+
0.007933951854705811,
|
230 |
+
0.007975935935974121,
|
231 |
+
0.0076267518997192385,
|
232 |
+
0.007618559837341309,
|
233 |
+
0.00764518404006958,
|
234 |
+
0.007601151943206787,
|
235 |
+
0.007624703884124756,
|
236 |
+
0.007607295989990235,
|
237 |
+
0.007527391910552978,
|
238 |
0.007585792064666748,
|
239 |
+
0.007606272220611572,
|
240 |
+
0.007504896163940429,
|
241 |
+
0.007490560054779053,
|
242 |
+
0.0073686399459838865,
|
243 |
+
0.0074065918922424315,
|
244 |
+
0.007481344223022461,
|
245 |
+
0.007325695991516113,
|
246 |
+
0.007203839778900147,
|
247 |
+
0.007305215835571289,
|
248 |
+
0.007715839862823487,
|
249 |
+
0.007786496162414551,
|
250 |
+
0.00784281587600708,
|
251 |
+
0.007873536109924317,
|
252 |
+
0.008051712036132813,
|
253 |
+
0.007911424160003662,
|
254 |
+
0.008927231788635253,
|
255 |
+
0.008856575965881347,
|
256 |
+
0.008948736190795899,
|
257 |
+
0.0074414081573486324,
|
258 |
+
0.007374847888946533,
|
259 |
+
0.0073471999168395995,
|
260 |
+
0.007342080116271973,
|
261 |
+
0.007305215835571289,
|
262 |
+
0.007265279769897461,
|
263 |
+
0.007205887794494629,
|
264 |
+
0.007296000003814697,
|
265 |
+
0.00724070405960083,
|
266 |
+
0.0071905279159545895,
|
267 |
+
0.007176191806793213,
|
268 |
+
0.007172095775604248,
|
269 |
+
0.007180287837982178,
|
270 |
+
0.007186431884765625,
|
271 |
+
0.007169023990631103,
|
272 |
+
0.007177216053009033,
|
273 |
+
0.0071782078742980955,
|
274 |
+
0.007178239822387696,
|
275 |
+
0.007189504146575928,
|
276 |
+
0.007207935810089112,
|
277 |
+
0.007172095775604248,
|
278 |
+
0.007194623947143554,
|
279 |
+
0.0075642881393432615,
|
280 |
0.0075673599243164065,
|
281 |
+
0.007569407939910889,
|
282 |
+
0.007583712100982666,
|
|
|
283 |
0.007544832229614258,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
284 |
0.00749567985534668,
|
285 |
+
0.0075345921516418455,
|
286 |
+
0.007542784214019775
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
287 |
]
|
288 |
},
|
289 |
"throughput": {
|
290 |
"unit": "samples/s",
|
291 |
+
"value": 130.09842153483356
|
292 |
},
|
293 |
"energy": {
|
294 |
"unit": "kWh",
|
295 |
+
"cpu": 8.885693587796052e-08,
|
296 |
+
"ram": 4.8445208733740644e-08,
|
297 |
+
"gpu": 1.6774889041793622e-07,
|
298 |
+
"total": 3.0505103502963736e-07
|
299 |
},
|
300 |
"efficiency": {
|
301 |
"unit": "samples/kWh",
|
302 |
+
"value": 3278140.0000916063
|
303 |
}
|
304 |
}
|
305 |
}
|