Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
48289bd
·
verified ·
1 Parent(s): 8a134f1

Upload cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub

Browse files
Files changed (1) hide show
  1. cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json +171 -165
cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json CHANGED
@@ -86,15 +86,15 @@
86
  "gpu_vram_mb": 24146608128,
87
  "optimum_benchmark_version": "0.4.0",
88
  "optimum_benchmark_commit": null,
89
- "transformers_version": "4.44.1",
90
  "transformers_commit": null,
91
  "accelerate_version": "0.33.0",
92
  "accelerate_commit": null,
93
- "diffusers_version": "0.30.0",
94
  "diffusers_commit": null,
95
  "optimum_version": null,
96
  "optimum_commit": null,
97
- "timm_version": "1.0.8",
98
  "timm_commit": null,
99
  "peft_version": null,
100
  "peft_commit": null
@@ -104,7 +104,7 @@
104
  "load": {
105
  "memory": {
106
  "unit": "MB",
107
- "max_ram": 787.84512,
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": 7.45211083984375,
117
- "mean": 7.45211083984375,
118
  "stdev": 0.0,
119
- "p50": 7.45211083984375,
120
- "p90": 7.45211083984375,
121
- "p95": 7.45211083984375,
122
- "p99": 7.45211083984375,
123
  "values": [
124
- 7.45211083984375
125
  ]
126
  },
127
  "throughput": null,
128
  "energy": {
129
  "unit": "kWh",
130
- "cpu": 1.0526223034720457e-06,
131
- "ram": 5.613118199795691e-07,
132
- "gpu": 1.679445788000354e-06,
133
- "total": 3.2933799114519685e-06
134
  },
135
  "efficiency": null
136
  },
137
  "forward": {
138
  "memory": {
139
  "unit": "MB",
140
- "max_ram": 1077.813248,
141
  "max_global_vram": 1195.900928,
142
  "max_process_vram": 0.0,
143
  "max_reserved": 555.74528,
@@ -145,172 +145,178 @@
145
  },
146
  "latency": {
147
  "unit": "s",
148
- "count": 141,
149
- "total": 1.0007191061973575,
150
- "mean": 0.007097298625513172,
151
- "stdev": 0.00025940737625541036,
152
- "p50": 0.007157760143280029,
153
- "p90": 0.007343039989471435,
154
- "p95": 0.0074711041450500485,
155
- "p99": 0.007931699371337888,
156
  "values": [
157
- 0.007516160011291504,
158
- 0.007536640167236328,
159
- 0.0074711041450500485,
160
- 0.007434239864349365,
161
- 0.0074926080703735356,
162
- 0.007406559944152832,
163
- 0.007400447845458984,
164
- 0.0073134078979492185,
165
- 0.0072468481063842774,
166
- 0.00727347183227539,
167
- 0.007327744007110596,
168
- 0.007265279769897461,
169
- 0.007222271919250488,
170
- 0.007274496078491211,
171
- 0.007219168186187744,
172
- 0.007264256000518799,
173
- 0.0072837119102478025,
174
- 0.007259136199951172,
175
- 0.007344128131866455,
176
- 0.007314432144165039,
177
- 0.007204864025115967,
178
- 0.00725600004196167,
179
- 0.0073062400817871095,
180
- 0.007208960056304932,
181
- 0.007337984085083008,
182
- 0.007311359882354736,
183
- 0.007286784172058106,
184
- 0.007256063938140869,
185
- 0.007270400047302246,
186
- 0.007304192066192627,
187
- 0.007299071788787842,
188
- 0.007535615921020508,
189
- 0.008235008239746093,
190
- 0.008147968292236327,
191
- 0.007247871875762939,
192
- 0.007233535766601563,
193
- 0.0071792640686035155,
194
- 0.007236608028411865,
195
- 0.007207903861999512,
196
- 0.007258111953735351,
197
- 0.007294976234436036,
198
- 0.0070266880989074704,
199
- 0.007012351989746094,
200
  0.007015423774719238,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
201
  0.006968319892883301,
202
- 0.006890495777130127,
203
- 0.006912000179290771,
204
- 0.006978559970855713,
205
- 0.0070522880554199216,
206
- 0.006924287796020508,
207
- 0.007066656112670899,
208
- 0.007219200134277344,
209
- 0.007165952205657959,
210
- 0.007195648193359375,
211
- 0.007185408115386963,
212
- 0.007203872203826904,
213
- 0.007259136199951172,
214
- 0.006945792198181152,
215
- 0.007130112171173096,
216
- 0.00719049596786499,
217
- 0.007194623947143554,
218
- 0.007204864025115967,
219
- 0.007165952205657959,
220
- 0.007179296016693116,
221
- 0.007192575931549072,
222
- 0.007284736156463623,
223
- 0.007343039989471435,
224
- 0.007265279769897461,
225
- 0.007294976234436036,
226
- 0.00727347183227539,
227
- 0.007219200134277344,
228
- 0.007268352031707764,
229
- 0.007214079856872559,
230
- 0.007046144008636474,
231
- 0.007358463764190673,
232
- 0.007165952205657959,
233
- 0.007146495819091797,
234
- 0.007032800197601319,
235
- 0.007000063896179199,
236
- 0.007172095775604248,
237
- 0.007057439804077148,
238
  0.006905856132507324,
239
- 0.006862847805023193,
240
- 0.006924287796020508,
241
- 0.0070553598403930665,
242
- 0.007437312126159668,
243
- 0.007202816009521484,
244
- 0.007189472198486328,
245
- 0.007157760143280029,
246
- 0.007203839778900147,
247
- 0.00729804801940918,
248
- 0.007607295989990235,
249
- 0.006915071964263916,
250
- 0.006628352165222168,
251
- 0.0065812478065490725,
252
- 0.006614016056060791,
253
- 0.006626304149627686,
254
- 0.006563839912414551,
255
- 0.006598656177520752,
256
- 0.0069550080299377445,
257
- 0.00687820816040039,
258
  0.0068689918518066405,
259
- 0.006862847805023193,
260
- 0.0068884482383728025,
 
 
 
 
 
 
 
 
 
 
 
261
  0.00684441614151001,
262
- 0.00687718391418457,
263
- 0.006866943836212158,
264
- 0.006834176063537598,
265
- 0.006862847805023193,
266
- 0.006871039867401123,
267
- 0.0068915200233459475,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
268
  0.006838272094726563,
269
- 0.00687820816040039,
270
- 0.006900735855102539,
271
- 0.006849535942077637,
272
- 0.006856704235076904,
273
- 0.006855679988861084,
274
- 0.006852575778961182,
275
- 0.006850560188293457,
276
- 0.006858687877655029,
277
- 0.00687820816040039,
278
- 0.006872064113616944,
279
- 0.006863872051239014,
280
- 0.00683622407913208,
281
- 0.006879231929779053,
282
- 0.006851583957672119,
283
- 0.00690176010131836,
284
- 0.006879231929779053,
285
- 0.0068577280044555666,
286
- 0.006867968082427979,
287
- 0.006874048233032227,
288
- 0.006874112129211426,
289
- 0.006884352207183838,
290
- 0.006870016098022461,
291
- 0.006860799789428711,
292
- 0.006860832214355469,
293
- 0.006834176063537598,
294
- 0.006887423992156983,
295
- 0.006851647853851318,
296
- 0.006866943836212158,
297
- 0.00684441614151001
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
298
  ]
299
  },
300
  "throughput": {
301
  "unit": "samples/s",
302
- "value": 140.89867888681306
303
  },
304
  "energy": {
305
  "unit": "kWh",
306
- "cpu": 8.102306057256047e-08,
307
- "ram": 4.4295128528655896e-08,
308
- "gpu": 1.4007758749660136e-07,
309
- "total": 2.6539577659781776e-07
310
  },
311
  "efficiency": {
312
  "unit": "samples/kWh",
313
- "value": 3767957.4740008223
314
  }
315
  }
316
  }
 
86
  "gpu_vram_mb": 24146608128,
87
  "optimum_benchmark_version": "0.4.0",
88
  "optimum_benchmark_commit": null,
89
+ "transformers_version": "4.44.2",
90
  "transformers_commit": null,
91
  "accelerate_version": "0.33.0",
92
  "accelerate_commit": null,
93
+ "diffusers_version": "0.30.1",
94
  "diffusers_commit": null,
95
  "optimum_version": null,
96
  "optimum_commit": null,
97
+ "timm_version": "1.0.9",
98
  "timm_commit": null,
99
  "peft_version": null,
100
  "peft_commit": null
 
104
  "load": {
105
  "memory": {
106
  "unit": "MB",
107
+ "max_ram": 788.258816,
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": 7.4203125,
117
+ "mean": 7.4203125,
118
  "stdev": 0.0,
119
+ "p50": 7.4203125,
120
+ "p90": 7.4203125,
121
+ "p95": 7.4203125,
122
+ "p99": 7.4203125,
123
  "values": [
124
+ 7.4203125
125
  ]
126
  },
127
  "throughput": null,
128
  "energy": {
129
  "unit": "kWh",
130
+ "cpu": 1.0583059229168395e-06,
131
+ "ram": 5.64437860551315e-07,
132
+ "gpu": 1.7930569899998923e-06,
133
+ "total": 3.4158007734680464e-06
134
  },
135
  "efficiency": null
136
  },
137
  "forward": {
138
  "memory": {
139
  "unit": "MB",
140
+ "max_ram": 1077.379072,
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": 147,
149
+ "total": 0.9961810245513915,
150
+ "mean": 0.006776741663614909,
151
+ "stdev": 0.00026267472365395285,
152
+ "p50": 0.0068055038452148435,
153
+ "p90": 0.007064985752105713,
154
+ "p95": 0.007154380750656128,
155
+ "p99": 0.007489863710403441,
156
  "values": [
157
+ 0.007278592109680176,
158
+ 0.00709939193725586,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
159
  0.007015423774719238,
160
+ 0.006975488185882568,
161
+ 0.0069324798583984375,
162
+ 0.006938623905181885,
163
+ 0.0069632000923156735,
164
+ 0.006939648151397705,
165
+ 0.006908927917480469,
166
+ 0.006897664070129395,
167
+ 0.006897664070129395,
168
+ 0.006919167995452881,
169
+ 0.006815743923187256,
170
+ 0.0067645440101623535,
171
+ 0.0069202561378479,
172
+ 0.006825984001159668,
173
+ 0.006800384044647217,
174
  0.006968319892883301,
175
+ 0.006880256175994873,
176
+ 0.006815743923187256,
177
+ 0.006852608203887939,
178
+ 0.006817791938781738,
179
+ 0.006764575958251953,
180
+ 0.006797311782836914,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
181
  0.006905856132507324,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
182
  0.0068689918518066405,
183
+ 0.0067870721817016606,
184
+ 0.006853631973266602,
185
+ 0.00688640022277832,
186
+ 0.006790143966674805,
187
+ 0.0067870721817016606,
188
+ 0.006847487926483154,
189
+ 0.006850560188293457,
190
+ 0.006802432060241699,
191
+ 0.006779903888702392,
192
+ 0.00672054386138916,
193
+ 0.0067123198509216305,
194
+ 0.006737919807434082,
195
+ 0.006774784088134766,
196
  0.00684441614151001,
197
+ 0.006782976150512696,
198
+ 0.006778880119323731,
199
+ 0.006830080032348633,
200
+ 0.006841343879699707,
201
+ 0.0068351998329162595,
202
+ 0.006865920066833496,
203
+ 0.006893504142761231,
204
+ 0.006811647891998291,
205
+ 0.006815743923187256,
206
+ 0.006801407814025879,
207
+ 0.006847487926483154,
208
+ 0.006823935985565186,
209
+ 0.006823935985565186,
210
+ 0.006854623794555664,
211
+ 0.006823935985565186,
212
+ 0.006780928134918213,
213
+ 0.006750207901000976,
214
+ 0.006803455829620361,
215
+ 0.006750207901000976,
216
+ 0.006822912216186523,
217
+ 0.006964223861694336,
218
+ 0.006732831954956055,
219
+ 0.00678604793548584,
220
+ 0.0068055038452148435,
221
+ 0.006810624122619629,
222
+ 0.006854656219482422,
223
+ 0.007128064155578613,
224
+ 0.007031807899475098,
225
  0.006838272094726563,
226
+ 0.006872128009796143,
227
+ 0.00692633581161499,
228
+ 0.007418816089630127,
229
+ 0.007160831928253173,
230
+ 0.007098368167877197,
231
+ 0.007812096118927002,
232
+ 0.007540736198425293,
233
+ 0.007073791980743408,
234
+ 0.007068672180175781,
235
+ 0.007139328002929687,
236
+ 0.006985727787017822,
237
+ 0.006960127830505371,
238
+ 0.007058432102203369,
239
+ 0.0068884482383728025,
240
+ 0.0070553598403930665,
241
+ 0.0072468481063842774,
242
+ 0.006948863983154297,
243
+ 0.0067420158386230465,
244
+ 0.006676479816436768,
245
+ 0.006713344097137451,
246
+ 0.006917119979858399,
247
+ 0.007006271839141846,
248
+ 0.007062528133392334,
249
+ 0.0070430078506469726,
250
+ 0.007025728225708008,
251
+ 0.007073791980743408,
252
+ 0.007363584041595459,
253
+ 0.0070522880554199216,
254
+ 0.006889472007751465,
255
+ 0.0074301438331604,
256
+ 0.006728640079498291,
257
+ 0.00653107213973999,
258
+ 0.00651475191116333,
259
+ 0.006461440086364746,
260
+ 0.006556672096252441,
261
+ 0.0067358717918396,
262
+ 0.006614016056060791,
263
+ 0.006616096019744873,
264
+ 0.00667852783203125,
265
+ 0.006658048152923584,
266
+ 0.006519807815551758,
267
+ 0.00648095989227295,
268
+ 0.00643071985244751,
269
+ 0.006457344055175781,
270
+ 0.006432767868041992,
271
+ 0.006471648216247559,
272
+ 0.006461376190185547,
273
+ 0.006440959930419922,
274
+ 0.006471680164337158,
275
+ 0.006453248023986816,
276
+ 0.006419456005096436,
277
+ 0.006427648067474365,
278
+ 0.006408192157745361,
279
+ 0.0064245758056640625,
280
+ 0.006451200008392334,
281
+ 0.006433792114257812,
282
+ 0.006449151992797852,
283
+ 0.006437920093536377,
284
+ 0.006432767868041992,
285
+ 0.006425600051879882,
286
+ 0.006379519939422608,
287
+ 0.006439871788024902,
288
+ 0.006475776195526123,
289
+ 0.006386688232421875,
290
+ 0.00643071985244751,
291
+ 0.006400000095367431,
292
+ 0.006468607902526856,
293
+ 0.00643891191482544,
294
+ 0.006407167911529541,
295
+ 0.0064430079460144046,
296
+ 0.006437888145446777,
297
+ 0.006418432235717773,
298
+ 0.00643993616104126,
299
+ 0.006412288188934326,
300
+ 0.006426623821258545,
301
+ 0.006605823993682861,
302
+ 0.006408127784729004,
303
+ 0.006455296039581298
304
  ]
305
  },
306
  "throughput": {
307
  "unit": "samples/s",
308
+ "value": 147.5635415422596
309
  },
310
  "energy": {
311
  "unit": "kWh",
312
+ "cpu": 7.614767272969926e-08,
313
+ "ram": 4.1609645751937626e-08,
314
+ "gpu": 1.5461728893589906e-07,
315
+ "total": 2.723746074175359e-07
316
  },
317
  "efficiency": {
318
  "unit": "samples/kWh",
319
+ "value": 3671414.1948887794
320
  }
321
  }
322
  }