Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
eea4737
·
verified ·
1 Parent(s): de20ed8

Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub

Browse files
Files changed (1) hide show
  1. cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json +263 -260
cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json CHANGED
@@ -86,7 +86,7 @@
86
  "gpu_vram_mb": 24146608128,
87
  "optimum_benchmark_version": "0.4.0",
88
  "optimum_benchmark_commit": null,
89
- "transformers_version": "4.44.0",
90
  "transformers_commit": null,
91
  "accelerate_version": "0.33.0",
92
  "accelerate_commit": null,
@@ -104,7 +104,7 @@
104
  "load": {
105
  "memory": {
106
  "unit": "MB",
107
- "max_ram": 792.10496,
108
  "max_global_vram": 1355.28448,
109
  "max_process_vram": 0.0,
110
  "max_reserved": 725.614592,
@@ -113,31 +113,31 @@
113
  "latency": {
114
  "unit": "s",
115
  "count": 1,
116
- "total": 7.4211162109375,
117
- "mean": 7.4211162109375,
118
  "stdev": 0.0,
119
- "p50": 7.4211162109375,
120
- "p90": 7.4211162109375,
121
- "p95": 7.4211162109375,
122
- "p99": 7.4211162109375,
123
  "values": [
124
- 7.4211162109375
125
  ]
126
  },
127
  "throughput": null,
128
  "energy": {
129
  "unit": "kWh",
130
- "cpu": 9.746808451392753e-07,
131
- "ram": 5.186512338422671e-07,
132
- "gpu": 1.6705568920000191e-06,
133
- "total": 3.163888970981561e-06
134
  },
135
  "efficiency": null
136
  },
137
  "prefill": {
138
  "memory": {
139
  "unit": "MB",
140
- "max_ram": 1216.651264,
141
  "max_global_vram": 1365.77024,
142
  "max_process_vram": 0.0,
143
  "max_reserved": 725.614592,
@@ -145,107 +145,108 @@
145
  },
146
  "latency": {
147
  "unit": "s",
148
- "count": 70,
149
- "total": 0.4945240325927734,
150
- "mean": 0.007064629037039622,
151
- "stdev": 0.00045073945087061214,
152
- "p50": 0.0072621281147003175,
153
- "p90": 0.007513203191757202,
154
- "p95": 0.0076122369050979615,
155
- "p99": 0.007830620393753051,
156
  "values": [
157
- 0.007822495937347412,
158
- 0.0076269121170043945,
159
- 0.007621568202972412,
160
- 0.007512639999389648,
161
- 0.007382976055145264,
162
- 0.007220191955566406,
163
- 0.00736297607421875,
164
- 0.007428575992584228,
165
- 0.007438496112823486,
166
- 0.007284543991088867,
167
- 0.007447999954223633,
168
- 0.007546944141387939,
169
- 0.007303103923797607,
170
- 0.007265120029449463,
171
- 0.007341023921966553,
172
- 0.007203264236450195,
173
- 0.007321248054504395,
174
- 0.007330783843994141,
175
- 0.007364927768707275,
176
- 0.007475168228149414,
177
- 0.007518271923065186,
178
- 0.007278431892395019,
179
- 0.007468607902526856,
180
- 0.007426976203918457,
181
- 0.007600831985473633,
182
- 0.00733241605758667,
183
- 0.007512224197387695,
184
- 0.007191904067993164,
185
- 0.007259136199951172,
186
- 0.007273024082183838,
187
- 0.0073712639808654785,
188
- 0.007509088039398194,
189
- 0.00748905611038208,
190
- 0.007354176044464112,
191
- 0.007279903888702393,
192
- 0.007289120197296143,
193
- 0.007170303821563721,
194
- 0.0072787518501281736,
195
- 0.0070109119415283205,
196
- 0.006852511882781982,
197
- 0.00725113582611084,
198
- 0.0071976318359375,
199
- 0.00724128007888794,
200
- 0.0074256319999694825,
201
- 0.007037407875061035,
202
- 0.007848703861236572,
203
- 0.006865664005279541,
204
- 0.006786880016326905,
205
- 0.006785664081573486,
206
- 0.006757952213287353,
207
- 0.006449728012084961,
208
- 0.0063829441070556645,
209
- 0.006364640235900879,
210
- 0.006491392135620117,
211
- 0.0063623361587524414,
212
- 0.006363999843597412,
213
- 0.006345183849334717,
214
- 0.006366208076477051,
215
- 0.0063710718154907225,
216
- 0.006585855960845947,
217
- 0.006615359783172608,
218
- 0.006402527809143067,
219
- 0.006433152198791504,
220
- 0.006514111995697022,
221
- 0.006559391975402832,
222
- 0.0064421119689941405,
223
- 0.006395967960357666,
224
- 0.006402112007141113,
225
- 0.006350240230560303,
226
- 0.006359871864318848
 
227
  ]
228
  },
229
  "throughput": {
230
  "unit": "tokens/s",
231
- "value": 283.1004982022502
232
  },
233
  "energy": {
234
  "unit": "kWh",
235
- "cpu": 8.024245667229538e-08,
236
- "ram": 4.38728674308959e-08,
237
- "gpu": 1.5230117289189152e-07,
238
- "total": 2.764164969950828e-07
239
  },
240
  "efficiency": {
241
  "unit": "tokens/kWh",
242
- "value": 7235458.164552234
243
  }
244
  },
245
  "decode": {
246
  "memory": {
247
  "unit": "MB",
248
- "max_ram": 1235.058688,
249
  "max_global_vram": 1365.77024,
250
  "max_process_vram": 0.0,
251
  "max_reserved": 725.614592,
@@ -253,191 +254,193 @@
253
  },
254
  "latency": {
255
  "unit": "s",
256
- "count": 70,
257
- "total": 0.515338623046875,
258
- "mean": 0.007361980329241071,
259
- "stdev": 0.0004622038877851206,
260
- "p50": 0.00758404803276062,
261
- "p90": 0.007806310224533081,
262
- "p95": 0.007858259320259095,
263
- "p99": 0.008021477484703065,
264
  "values": [
265
- 0.008199839591979981,
266
- 0.007941343784332276,
267
- 0.007876832008361817,
268
- 0.00775984001159668,
269
- 0.007637311935424804,
270
- 0.007584159851074219,
271
- 0.007707327842712402,
272
- 0.0078220157623291,
273
- 0.007781248092651367,
274
- 0.00772054386138916,
275
- 0.007769567966461182,
276
- 0.007780159950256348,
277
- 0.007708352088928222,
278
- 0.007766528129577637,
279
- 0.007755104064941406,
280
- 0.007627871990203858,
281
- 0.007714911937713623,
282
- 0.007689856052398682,
283
- 0.0078106880187988285,
284
- 0.007805823802947998,
285
- 0.007693280220031738,
286
- 0.007846784114837647,
287
- 0.007625216007232666,
288
- 0.007694464206695556,
289
- 0.007750815868377685,
290
- 0.00769052791595459,
291
- 0.007583936214447021,
292
- 0.007727327823638916,
293
- 0.007694687843322754,
294
- 0.007707231998443603,
295
- 0.007867648124694824,
296
- 0.007766655921936035,
297
- 0.0076817917823791505,
298
- 0.007708992004394531,
299
- 0.007800191879272461,
300
- 0.007539072036743164,
301
- 0.007202144145965576,
302
- 0.007537504196166992,
303
- 0.0070057277679443355,
304
- 0.007406943798065185,
305
- 0.007451776027679443,
306
- 0.007537055969238282,
307
- 0.007661856174468994,
308
- 0.007485119819641113,
309
- 0.007176191806793213,
310
- 0.007249983787536621,
311
- 0.0071426877975463866,
312
- 0.007253824234008789,
313
- 0.007113664150238037,
314
- 0.007065216064453125,
315
- 0.006655648231506348,
316
- 0.006687647819519043,
317
- 0.006725120067596436,
318
- 0.006640128135681152,
319
- 0.006683648109436035,
320
- 0.006697408199310303,
321
- 0.006655456066131592,
322
- 0.0066564478874206546,
323
- 0.006717184066772461,
324
- 0.006780831813812256,
325
- 0.006838079929351807,
326
- 0.006678592205047607,
327
- 0.006757696151733398,
328
- 0.006963071823120118,
329
- 0.006757215976715088,
330
- 0.006661952018737793,
331
- 0.006647039890289306,
332
- 0.006669023990631104,
333
- 0.006677536010742188,
334
- 0.006661248207092285
 
335
  ]
336
  },
337
  "throughput": {
338
  "unit": "tokens/s",
339
- "value": 135.83301710656536
340
  },
341
  "energy": {
342
  "unit": "kWh",
343
- "cpu": 7.515150929992456e-08,
344
- "ram": 4.108921773474005e-08,
345
- "gpu": 1.4450642386135628e-07,
346
- "total": 2.607471508960209e-07
347
  },
348
  "efficiency": {
349
  "unit": "tokens/kWh",
350
- "value": 3835132.9882748118
351
  }
352
  },
353
  "per_token": {
354
  "memory": null,
355
  "latency": {
356
  "unit": "s",
357
- "count": 70,
358
- "total": 0.4816649274826048,
359
- "mean": 0.0068809275354657865,
360
- "stdev": 0.0003987482679419797,
361
- "p50": 0.0070676481723785396,
362
- "p90": 0.0072551103591918945,
363
- "p95": 0.007313459229469299,
364
- "p99": 0.007473028926849366,
365
  "values": [
366
- 0.007648255825042725,
367
- 0.007394303798675537,
368
- 0.007342080116271973,
369
- 0.007201791763305664,
370
- 0.007117824077606201,
371
- 0.007060480117797851,
372
- 0.007159808158874512,
373
- 0.007226367950439453,
374
- 0.007238592147827148,
375
- 0.007184383869171143,
376
- 0.007234560012817383,
377
- 0.007238656044006348,
378
- 0.007132160186767578,
379
- 0.007216127872467041,
380
- 0.0072499198913574215,
381
- 0.007111680030822754,
382
- 0.007176191806793213,
383
- 0.007134208202362061,
384
- 0.007253983974456787,
385
- 0.007265247821807861,
386
- 0.007172095775604248,
387
- 0.007307263851165771,
388
- 0.007101439952850342,
389
- 0.007173120021820068,
390
- 0.007225344181060791,
391
- 0.007146495819091797,
392
- 0.007074816226959229,
393
- 0.007175168037414551,
394
- 0.0071792640686035155,
395
- 0.0071833600997924804,
396
- 0.007318528175354004,
397
- 0.007198719978332519,
398
- 0.00714035177230835,
399
- 0.007188479900360107,
400
- 0.0072765440940856935,
401
- 0.007003136157989502,
402
- 0.006750207901000976,
403
  0.007046144008636474,
404
- 0.006597631931304931,
405
- 0.006917119979858399,
406
- 0.006948863983154297,
407
- 0.006986752033233643,
 
408
  0.007142399787902832,
409
- 0.007047167778015137,
410
- 0.006738944053649902,
411
- 0.006814720153808594,
412
- 0.006724639892578125,
413
- 0.006837247848510742,
414
- 0.006708223819732666,
415
- 0.006658048152923584,
416
- 0.006266880035400391,
417
- 0.006298624038696289,
418
- 0.00633241605758667,
419
- 0.006243328094482422,
420
- 0.00626585578918457,
421
- 0.0062975997924804685,
422
- 0.0062576642036437985,
423
- 0.006247424125671387,
424
- 0.006326272010803223,
425
- 0.006385663986206055,
426
- 0.006434815883636475,
427
- 0.0062904319763183595,
428
- 0.006367231845855713,
429
- 0.0065382399559021,
430
- 0.006366208076477051,
431
- 0.006277120113372803,
432
- 0.0062576642036437985,
433
- 0.006281216144561768,
434
- 0.006289408206939697,
435
- 0.006271999835968017
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
436
  ]
437
  },
438
  "throughput": {
439
  "unit": "tokens/s",
440
- "value": 145.32924447260694
441
  },
442
  "energy": null,
443
  "efficiency": null
 
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,
 
104
  "load": {
105
  "memory": {
106
  "unit": "MB",
107
+ "max_ram": 790.900736,
108
  "max_global_vram": 1355.28448,
109
  "max_process_vram": 0.0,
110
  "max_reserved": 725.614592,
 
113
  "latency": {
114
  "unit": "s",
115
  "count": 1,
116
+ "total": 7.35277978515625,
117
+ "mean": 7.35277978515625,
118
  "stdev": 0.0,
119
+ "p50": 7.35277978515625,
120
+ "p90": 7.35277978515625,
121
+ "p95": 7.35277978515625,
122
+ "p99": 7.35277978515625,
123
  "values": [
124
+ 7.35277978515625
125
  ]
126
  },
127
  "throughput": null,
128
  "energy": {
129
  "unit": "kWh",
130
+ "cpu": 9.93529004861355e-07,
131
+ "ram": 5.285035833366603e-07,
132
+ "gpu": 1.688056906000001e-06,
133
+ "total": 3.210089494198016e-06
134
  },
135
  "efficiency": null
136
  },
137
  "prefill": {
138
  "memory": {
139
  "unit": "MB",
140
+ "max_ram": 1195.76576,
141
  "max_global_vram": 1365.77024,
142
  "max_process_vram": 0.0,
143
  "max_reserved": 725.614592,
 
145
  },
146
  "latency": {
147
  "unit": "s",
148
+ "count": 71,
149
+ "total": 0.49234038257598867,
150
+ "mean": 0.006934371585577306,
151
+ "stdev": 0.00035012439951936724,
152
+ "p50": 0.007017727851867676,
153
+ "p90": 0.007299232006072998,
154
+ "p95": 0.007333775997161865,
155
+ "p99": 0.007785257482528685,
156
  "values": [
157
+ 0.007652575969696045,
158
+ 0.0072614078521728515,
159
+ 0.007209280014038086,
160
+ 0.007235231876373291,
161
+ 0.007062431812286377,
162
+ 0.007108543872833252,
163
+ 0.007299871921539307,
164
+ 0.007321343898773193,
165
+ 0.006824448108673096,
166
+ 0.006903999805450439,
167
+ 0.007228032112121582,
168
+ 0.007266592025756836,
169
+ 0.007098656177520752,
170
+ 0.0072984957695007326,
171
+ 0.0067495999336242675,
172
+ 0.0068128957748413085,
173
+ 0.007165311813354492,
174
+ 0.007151135921478272,
175
+ 0.007286784172058106,
176
+ 0.007332320213317871,
177
+ 0.0071621122360229494,
178
+ 0.007078879833221435,
179
+ 0.007283423900604248,
180
+ 0.007242271900177002,
181
+ 0.0070412478446960445,
182
+ 0.0071617598533630375,
183
+ 0.007299232006072998,
184
+ 0.00722979211807251,
185
+ 0.007012383937835693,
186
+ 0.007080895900726318,
187
+ 0.007183872222900391,
188
+ 0.007380640029907227,
189
+ 0.007335231781005859,
190
+ 0.007191103935241699,
191
+ 0.007017727851867676,
192
+ 0.007023776054382324,
193
+ 0.0070572800636291505,
194
+ 0.00693500804901123,
195
+ 0.00682425594329834,
196
+ 0.006568863868713379,
197
+ 0.007041024208068848,
198
+ 0.0070529599189758305,
199
+ 0.007210783958435059,
200
+ 0.008094847679138184,
201
+ 0.006617824077606201,
202
+ 0.0065755839347839354,
203
+ 0.006533472061157226,
204
+ 0.00655347204208374,
205
+ 0.006575039863586426,
206
+ 0.006551199913024902,
207
+ 0.00700489616394043,
208
+ 0.00677891206741333,
209
+ 0.006511583805084229,
210
+ 0.006574816226959228,
211
+ 0.0066976318359375,
212
+ 0.006609471797943115,
213
+ 0.006559455871582031,
214
+ 0.006531487941741943,
215
+ 0.0067415361404418945,
216
+ 0.006559616088867188,
217
+ 0.006278656005859375,
218
+ 0.006263040065765381,
219
+ 0.00625216007232666,
220
+ 0.00669974422454834,
221
+ 0.006590400218963623,
222
+ 0.006541888236999512,
223
+ 0.0065615038871765135,
224
+ 0.006549248218536377,
225
+ 0.006510111808776855,
226
+ 0.006664031982421875,
227
+ 0.0066752638816833494
228
  ]
229
  },
230
  "throughput": {
231
  "unit": "tokens/s",
232
+ "value": 288.41834841383024
233
  },
234
  "energy": {
235
  "unit": "kWh",
236
+ "cpu": 7.835533509228714e-08,
237
+ "ram": 4.284203469495187e-08,
238
+ "gpu": 1.5566898418420922e-07,
239
+ "total": 2.768663539714482e-07
240
  },
241
  "efficiency": {
242
  "unit": "tokens/kWh",
243
+ "value": 7223701.8738876805
244
  }
245
  },
246
  "decode": {
247
  "memory": {
248
  "unit": "MB",
249
+ "max_ram": 1214.173184,
250
  "max_global_vram": 1365.77024,
251
  "max_process_vram": 0.0,
252
  "max_reserved": 725.614592,
 
254
  },
255
  "latency": {
256
  "unit": "s",
257
+ "count": 71,
258
+ "total": 0.5155839996337893,
259
+ "mean": 0.007261746473715339,
260
+ "stdev": 0.000344674504769406,
261
+ "p50": 0.007379776000976563,
262
+ "p90": 0.0076603198051452635,
263
+ "p95": 0.007696063995361328,
264
+ "p99": 0.007770764636993408,
265
  "values": [
266
+ 0.007766751766204834,
267
+ 0.00758784008026123,
268
+ 0.0075285758972167965,
269
+ 0.00763315200805664,
270
+ 0.007402175903320312,
271
+ 0.007516767978668213,
272
+ 0.007671135902404785,
273
+ 0.007548895835876465,
274
+ 0.007338016033172607,
275
+ 0.007572480201721191,
276
+ 0.0076112961769104,
277
+ 0.007616735935211181,
278
+ 0.007569439888000488,
279
+ 0.007576223850250244,
280
+ 0.007047455787658691,
281
+ 0.007484799861907959,
282
+ 0.007579391956329346,
283
+ 0.007496992111206055,
284
+ 0.007704512119293213,
285
+ 0.0076876158714294434,
286
+ 0.007546527862548828,
287
+ 0.007730656147003174,
288
+ 0.007556992053985596,
289
+ 0.007654240131378174,
290
+ 0.0074000639915466305,
291
+ 0.007523839950561524,
292
+ 0.007488512039184571,
293
+ 0.007434624195098877,
294
+ 0.007379776000976563,
295
+ 0.007468160152435303,
296
+ 0.0076603198051452635,
297
+ 0.007620607852935791,
298
+ 0.007537888050079346,
299
+ 0.007589791774749756,
300
+ 0.007679327964782715,
301
+ 0.007361184120178223,
302
+ 0.007072288036346436,
303
+ 0.007467711925506592,
304
+ 0.00687820816040039,
305
+ 0.0069235520362854,
306
+ 0.007291711807250976,
307
+ 0.007425920009613037,
308
+ 0.007780128002166748,
309
+ 0.007282944202423096,
310
+ 0.006895967960357666,
311
+ 0.006752064228057861,
312
+ 0.00691107177734375,
313
+ 0.0072683200836181645,
314
+ 0.006912576198577881,
315
+ 0.006838687896728516,
316
+ 0.006891168117523193,
317
+ 0.006888768196105957,
318
+ 0.006861695766448975,
319
+ 0.006870560169219971,
320
+ 0.006903520107269287,
321
+ 0.006865888118743896,
322
+ 0.006895967960357666,
323
+ 0.006801343917846679,
324
+ 0.00704095983505249,
325
+ 0.00688428783416748,
326
+ 0.006638432025909424,
327
+ 0.006571104049682617,
328
+ 0.006847839832305908,
329
+ 0.006923456192016602,
330
+ 0.006780640125274658,
331
+ 0.006867519855499268,
332
+ 0.006915999889373779,
333
+ 0.0068626561164855954,
334
+ 0.007154751777648926,
335
+ 0.006980927944183349,
336
+ 0.006862592220306396
337
  ]
338
  },
339
  "throughput": {
340
  "unit": "tokens/s",
341
+ "value": 137.7079196608703
342
  },
343
  "energy": {
344
  "unit": "kWh",
345
+ "cpu": 7.625295199285602e-08,
346
+ "ram": 4.169569308892437e-08,
347
+ "gpu": 1.4755636662098736e-07,
348
+ "total": 2.655050117027679e-07
349
  },
350
  "efficiency": {
351
  "unit": "tokens/kWh",
352
+ "value": 3766407.2462763796
353
  }
354
  },
355
  "per_token": {
356
  "memory": null,
357
  "latency": {
358
  "unit": "s",
359
+ "count": 71,
360
+ "total": 0.4817181448936463,
361
+ "mean": 0.006784762604135863,
362
+ "stdev": 0.00028563933171124486,
363
+ "p50": 0.006871039867401123,
364
+ "p90": 0.007136256217956543,
365
+ "p95": 0.007147984027862549,
366
+ "p99": 0.007206204986572266,
367
  "values": [
368
+ 0.0072212800979614255,
369
+ 0.007063551902770996,
370
+ 0.007007232189178467,
371
+ 0.0071157760620117185,
372
+ 0.006899712085723877,
373
+ 0.006994944095611572,
374
+ 0.007136256217956543,
375
+ 0.007038976192474365,
376
+ 0.006808576107025147,
377
+ 0.007009280204772949,
378
+ 0.007079936027526855,
379
+ 0.0070522880554199216,
380
+ 0.007031775951385498,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
381
  0.007046144008636474,
382
+ 0.006551551818847656,
383
+ 0.006958079814910889,
384
+ 0.00704307222366333,
385
+ 0.006969344139099121,
386
+ 0.0071526398658752445,
387
  0.007142399787902832,
388
+ 0.007014400005340577,
389
+ 0.00719974422454834,
390
+ 0.007021567821502686,
391
+ 0.007138304233551026,
392
+ 0.006884352207183838,
393
+ 0.006968319892883301,
394
+ 0.006985727787017822,
395
+ 0.006930431842803955,
396
+ 0.006854656219482422,
397
+ 0.0069550080299377445,
398
+ 0.007120895862579346,
399
+ 0.007078911781311035,
400
+ 0.007012351989746094,
401
+ 0.0070380158424377445,
402
+ 0.007143328189849854,
403
+ 0.006867968082427979,
404
+ 0.0066416640281677245,
405
+ 0.0069550080299377445,
406
+ 0.0064542717933654785,
407
+ 0.006498303890228272,
408
+ 0.0067942080497741695,
409
+ 0.006904831886291504,
410
+ 0.0071905279159545895,
411
+ 0.006825984001159668,
412
+ 0.006491136074066162,
413
+ 0.006368256092071533,
414
+ 0.006512639999389648,
415
+ 0.006871039867401123,
416
+ 0.0065177597999572755,
417
+ 0.0064440321922302245,
418
+ 0.006493184089660644,
419
+ 0.006496255874633789,
420
+ 0.006465536117553711,
421
+ 0.006464511871337891,
422
+ 0.006490111827850342,
423
+ 0.006469632148742676,
424
+ 0.006501376152038574,
425
+ 0.006387712001800537,
426
+ 0.006592512130737305,
427
+ 0.0064839677810668945,
428
+ 0.0062566399574279785,
429
+ 0.006177792072296143,
430
+ 0.0064440321922302245,
431
+ 0.006514624118804931,
432
+ 0.006386688232421875,
433
+ 0.006471680164337158,
434
+ 0.0065146880149841305,
435
+ 0.006432767868041992,
436
+ 0.006642687797546387,
437
+ 0.006557695865631104,
438
+ 0.006467584133148193
439
  ]
440
  },
441
  "throughput": {
442
  "unit": "tokens/s",
443
+ "value": 147.38909205023901
444
  },
445
  "energy": null,
446
  "efficiency": null