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
@@ -11,7 +11,7 @@
|
|
11 |
"model": "FacebookAI/roberta-base",
|
12 |
"processor": "FacebookAI/roberta-base",
|
13 |
"device": "cuda",
|
14 |
-
"device_ids": "
|
15 |
"seed": 42,
|
16 |
"inter_op_num_threads": null,
|
17 |
"intra_op_num_threads": null,
|
@@ -44,9 +44,9 @@
|
|
44 |
"duration": 1,
|
45 |
"warmup_runs": 1,
|
46 |
"input_shapes": {
|
47 |
-
"batch_size":
|
48 |
-
"
|
49 |
-
"
|
50 |
},
|
51 |
"new_tokens": null,
|
52 |
"memory": true,
|
@@ -93,15 +93,15 @@
|
|
93 |
"gpu_vram_mb": 549621596160,
|
94 |
"optimum_benchmark_version": "0.5.0.dev0",
|
95 |
"optimum_benchmark_commit": null,
|
96 |
-
"transformers_version": "4.
|
97 |
"transformers_commit": null,
|
98 |
-
"accelerate_version": "1.
|
99 |
"accelerate_commit": null,
|
100 |
-
"diffusers_version": "0.
|
101 |
"diffusers_commit": null,
|
102 |
"optimum_version": null,
|
103 |
"optimum_commit": null,
|
104 |
-
"timm_version": "1.0.
|
105 |
"timm_commit": null,
|
106 |
"peft_version": "0.13.2",
|
107 |
"peft_commit": null
|
@@ -110,27 +110,27 @@
|
|
110 |
"log_report": true
|
111 |
},
|
112 |
"report": {
|
113 |
-
"
|
114 |
"memory": {
|
115 |
"unit": "MB",
|
116 |
-
"max_ram":
|
117 |
"max_global_vram": 68702.69952,
|
118 |
-
"max_process_vram":
|
119 |
"max_reserved": 555.74528,
|
120 |
"max_allocated": 499.37152
|
121 |
},
|
122 |
"latency": {
|
123 |
"unit": "s",
|
124 |
"values": [
|
125 |
-
0.
|
126 |
],
|
127 |
"count": 1,
|
128 |
-
"total": 0.
|
129 |
-
"mean": 0.
|
130 |
-
"p50": 0.
|
131 |
-
"p90": 0.
|
132 |
-
"p95": 0.
|
133 |
-
"p99": 0.
|
134 |
"stdev": 0,
|
135 |
"stdev_": 0
|
136 |
},
|
@@ -141,162 +141,166 @@
|
|
141 |
"forward": {
|
142 |
"memory": {
|
143 |
"unit": "MB",
|
144 |
-
"max_ram":
|
145 |
"max_global_vram": 68702.69952,
|
146 |
-
"max_process_vram":
|
147 |
-
"max_reserved":
|
148 |
-
"max_allocated":
|
149 |
},
|
150 |
"latency": {
|
151 |
"unit": "s",
|
152 |
"values": [
|
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.
|
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.
|
274 |
-
0.
|
275 |
-
0.
|
276 |
-
0.
|
277 |
-
0.
|
278 |
-
0.
|
279 |
-
0.
|
280 |
-
0.
|
281 |
-
0.
|
282 |
-
0.
|
283 |
-
0.
|
284 |
-
0.
|
285 |
-
0.
|
|
|
|
|
|
|
|
|
286 |
],
|
287 |
-
"count":
|
288 |
-
"total":
|
289 |
-
"mean": 0.
|
290 |
-
"p50": 0.
|
291 |
-
"p90": 0.
|
292 |
-
"p95": 0.
|
293 |
-
"p99": 0.
|
294 |
-
"stdev": 0.
|
295 |
-
"stdev_":
|
296 |
},
|
297 |
"throughput": {
|
298 |
"unit": "samples/s",
|
299 |
-
"value":
|
300 |
},
|
301 |
"energy": null,
|
302 |
"efficiency": null
|
|
|
11 |
"model": "FacebookAI/roberta-base",
|
12 |
"processor": "FacebookAI/roberta-base",
|
13 |
"device": "cuda",
|
14 |
+
"device_ids": "5",
|
15 |
"seed": 42,
|
16 |
"inter_op_num_threads": null,
|
17 |
"intra_op_num_threads": null,
|
|
|
44 |
"duration": 1,
|
45 |
"warmup_runs": 1,
|
46 |
"input_shapes": {
|
47 |
+
"batch_size": 2,
|
48 |
+
"sequence_length": 16,
|
49 |
+
"num_choices": 2
|
50 |
},
|
51 |
"new_tokens": null,
|
52 |
"memory": true,
|
|
|
93 |
"gpu_vram_mb": 549621596160,
|
94 |
"optimum_benchmark_version": "0.5.0.dev0",
|
95 |
"optimum_benchmark_commit": null,
|
96 |
+
"transformers_version": "4.46.3",
|
97 |
"transformers_commit": null,
|
98 |
+
"accelerate_version": "1.1.1",
|
99 |
"accelerate_commit": null,
|
100 |
+
"diffusers_version": "0.31.0",
|
101 |
"diffusers_commit": null,
|
102 |
"optimum_version": null,
|
103 |
"optimum_commit": null,
|
104 |
+
"timm_version": "1.0.11",
|
105 |
"timm_commit": null,
|
106 |
"peft_version": "0.13.2",
|
107 |
"peft_commit": null
|
|
|
110 |
"log_report": true
|
111 |
},
|
112 |
"report": {
|
113 |
+
"load_model": {
|
114 |
"memory": {
|
115 |
"unit": "MB",
|
116 |
+
"max_ram": 1109.409792,
|
117 |
"max_global_vram": 68702.69952,
|
118 |
+
"max_process_vram": 4885.180416,
|
119 |
"max_reserved": 555.74528,
|
120 |
"max_allocated": 499.37152
|
121 |
},
|
122 |
"latency": {
|
123 |
"unit": "s",
|
124 |
"values": [
|
125 |
+
0.08699005889892578
|
126 |
],
|
127 |
"count": 1,
|
128 |
+
"total": 0.08699005889892578,
|
129 |
+
"mean": 0.08699005889892578,
|
130 |
+
"p50": 0.08699005889892578,
|
131 |
+
"p90": 0.08699005889892578,
|
132 |
+
"p95": 0.08699005889892578,
|
133 |
+
"p99": 0.08699005889892578,
|
134 |
"stdev": 0,
|
135 |
"stdev_": 0
|
136 |
},
|
|
|
141 |
"forward": {
|
142 |
"memory": {
|
143 |
"unit": "MB",
|
144 |
+
"max_ram": 1227.79648,
|
145 |
"max_global_vram": 68702.69952,
|
146 |
+
"max_process_vram": 223372.435456,
|
147 |
+
"max_reserved": 557.842432,
|
148 |
+
"max_allocated": 501.534208
|
149 |
},
|
150 |
"latency": {
|
151 |
"unit": "s",
|
152 |
"values": [
|
153 |
+
0.0073779959678649904,
|
154 |
+
0.007203598022460938,
|
155 |
+
0.007218317985534668,
|
156 |
+
0.0072104778289794925,
|
157 |
+
0.007129679203033448,
|
158 |
+
0.007180559158325195,
|
159 |
+
0.007161839008331299,
|
160 |
+
0.007149038791656494,
|
161 |
+
0.007183117866516113,
|
162 |
+
0.007153199195861816,
|
163 |
+
0.007174637794494629,
|
164 |
+
0.007179759025573731,
|
165 |
+
0.007154318809509277,
|
166 |
+
0.007152079105377197,
|
167 |
+
0.007176558971405029,
|
168 |
+
0.007166158199310302,
|
169 |
+
0.007390635967254639,
|
170 |
+
0.007166159152984619,
|
171 |
+
0.007169038772583008,
|
172 |
+
0.007185197830200195,
|
173 |
+
0.0072197580337524415,
|
174 |
+
0.007145839214324951,
|
175 |
+
0.007223759174346924,
|
176 |
+
0.007197999000549317,
|
177 |
+
0.007179759025573731,
|
178 |
+
0.007199759006500244,
|
179 |
+
0.007155758857727051,
|
180 |
+
0.007164238929748535,
|
181 |
+
0.00716071891784668,
|
182 |
+
0.0071843981742858885,
|
183 |
+
0.007155599117279053,
|
184 |
+
0.007139278888702393,
|
185 |
+
0.0072039179801940915,
|
186 |
+
0.007146318912506103,
|
187 |
+
0.007260397911071777,
|
188 |
+
0.007169037818908691,
|
189 |
+
0.007184079170227051,
|
190 |
+
0.007162798881530761,
|
191 |
+
0.00719527816772461,
|
192 |
+
0.00717127799987793,
|
193 |
+
0.007146318912506103,
|
194 |
+
0.007159119129180908,
|
195 |
+
0.0071547989845275875,
|
196 |
+
0.007119919776916504,
|
197 |
+
0.007169038772583008,
|
198 |
+
0.007338156223297119,
|
199 |
+
0.007203437805175781,
|
200 |
+
0.007215278148651123,
|
201 |
+
0.007188717842102051,
|
202 |
+
0.007165678024291992,
|
203 |
+
0.0071891980171203615,
|
204 |
+
0.007141358852386474,
|
205 |
+
0.007211438179016113,
|
206 |
+
0.007168398857116699,
|
207 |
+
0.00716775894165039,
|
208 |
+
0.007202797889709472,
|
209 |
+
0.0071989579200744626,
|
210 |
+
0.007188239097595215,
|
211 |
+
0.00720231819152832,
|
212 |
+
0.007154959201812744,
|
213 |
+
0.007851430892944336,
|
214 |
+
0.008063749313354492,
|
215 |
+
0.008088388442993165,
|
216 |
+
0.008199907302856446,
|
217 |
+
0.007754471778869629,
|
218 |
+
0.007636553764343261,
|
219 |
+
0.007680552959442139,
|
220 |
+
0.00766903305053711,
|
221 |
+
0.007716392993927002,
|
222 |
+
0.007574635028839111,
|
223 |
+
0.00775383186340332,
|
224 |
+
0.007802791118621826,
|
225 |
+
0.0076471128463745115,
|
226 |
+
0.007534634113311767,
|
227 |
+
0.007485835075378418,
|
228 |
+
0.007414475917816162,
|
229 |
+
0.007310317039489746,
|
230 |
+
0.007184877872467041,
|
231 |
+
0.007316876888275146,
|
232 |
+
0.007197999000549317,
|
233 |
+
0.007201358795166015,
|
234 |
+
0.007235757827758789,
|
235 |
+
0.007230957984924316,
|
236 |
+
0.007263278007507324,
|
237 |
+
0.007276076793670655,
|
238 |
+
0.00725639820098877,
|
239 |
+
0.007206478118896484,
|
240 |
+
0.007231277942657471,
|
241 |
+
0.007265517234802246,
|
242 |
+
0.007192718029022217,
|
243 |
+
0.0072106380462646485,
|
244 |
+
0.007180878162384033,
|
245 |
+
0.007186158180236817,
|
246 |
+
0.007173839092254638,
|
247 |
+
0.007251758098602295,
|
248 |
+
0.007176719188690186,
|
249 |
+
0.007244718074798584,
|
250 |
+
0.00719175910949707,
|
251 |
+
0.007213357925415039,
|
252 |
+
0.0072056779861450196,
|
253 |
+
0.007235918045043945,
|
254 |
+
0.007206958770751953,
|
255 |
+
0.007232237815856934,
|
256 |
+
0.007193357944488526,
|
257 |
+
0.007237678050994873,
|
258 |
+
0.007196718215942382,
|
259 |
+
0.007199438095092774,
|
260 |
+
0.0071843981742858885,
|
261 |
+
0.007170157909393311,
|
262 |
+
0.007186158180236817,
|
263 |
+
0.007221837997436523,
|
264 |
+
0.012120502471923828,
|
265 |
+
0.007031920909881592,
|
266 |
+
0.007204078197479248,
|
267 |
+
0.007239118099212647,
|
268 |
+
0.007166799068450928,
|
269 |
+
0.007192078113555908,
|
270 |
+
0.007200078010559082,
|
271 |
+
0.007193037986755371,
|
272 |
+
0.007180878162384033,
|
273 |
+
0.007171918869018554,
|
274 |
+
0.00714871883392334,
|
275 |
+
0.007185038089752197,
|
276 |
+
0.007179439067840576,
|
277 |
+
0.0072149581909179685,
|
278 |
+
0.007195598125457764,
|
279 |
+
0.007286956787109375,
|
280 |
+
0.007210958003997803,
|
281 |
+
0.007181997776031494,
|
282 |
+
0.007133678913116455,
|
283 |
+
0.007164238929748535,
|
284 |
+
0.007214317798614502,
|
285 |
+
0.007193838119506836,
|
286 |
+
0.007190157890319824,
|
287 |
+
0.007188398838043213,
|
288 |
+
0.007195117950439453,
|
289 |
+
0.007216397762298584
|
290 |
],
|
291 |
+
"count": 137,
|
292 |
+
"total": 0.9995324988365175,
|
293 |
+
"mean": 0.0072958576557410025,
|
294 |
+
"p50": 0.00719527816772461,
|
295 |
+
"p90": 0.007550634479522705,
|
296 |
+
"p95": 0.007753959846496582,
|
297 |
+
"p99": 0.008159760513305664,
|
298 |
+
"stdev": 0.000457254220080174,
|
299 |
+
"stdev_": 6.267312791120143
|
300 |
},
|
301 |
"throughput": {
|
302 |
"unit": "samples/s",
|
303 |
+
"value": 274.1281552315141
|
304 |
},
|
305 |
"energy": null,
|
306 |
"efficiency": null
|