Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
87dad5e
·
verified ·
1 Parent(s): ebeddd0

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 +260 -272
cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json CHANGED
@@ -104,7 +104,7 @@
104
  "load": {
105
  "memory": {
106
  "unit": "MB",
107
- "max_ram": 803.069952,
108
  "max_global_vram": 1362.624512,
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": 8.3642294921875,
117
- "mean": 8.3642294921875,
118
  "stdev": 0.0,
119
- "p50": 8.3642294921875,
120
- "p90": 8.3642294921875,
121
- "p95": 8.3642294921875,
122
- "p99": 8.3642294921875,
123
  "values": [
124
- 8.3642294921875
125
  ]
126
  },
127
  "throughput": null,
128
  "energy": {
129
  "unit": "kWh",
130
- "cpu": 2.545394463888921e-06,
131
- "ram": 1.348593274045352e-06,
132
- "gpu": 3.51389169999999e-06,
133
- "total": 7.4078794379342635e-06
134
  },
135
  "efficiency": null
136
  },
137
  "prefill": {
138
  "memory": {
139
  "unit": "MB",
140
- "max_ram": 1236.721664,
141
  "max_global_vram": 1373.110272,
142
  "max_process_vram": 0.0,
143
  "max_reserved": 725.614592,
@@ -145,112 +145,108 @@
145
  },
146
  "latency": {
147
  "unit": "s",
148
- "count": 75,
149
- "total": 0.495539776802063,
150
- "mean": 0.006607197024027507,
151
- "stdev": 0.00022572757378476891,
152
- "p50": 0.00652182388305664,
153
- "p90": 0.006782361698150635,
154
- "p95": 0.006867846536636353,
155
- "p99": 0.007634355964660647,
156
  "values": [
157
- 0.007511328220367432,
158
- 0.007984511852264405,
159
- 0.0066670398712158204,
160
- 0.006535871982574463,
161
- 0.006516160011291504,
162
- 0.006523327827453613,
163
- 0.00653056001663208,
164
- 0.006537087917327881,
165
- 0.006503136157989502,
166
- 0.006519711971282959,
167
- 0.006514111995697022,
168
- 0.00658844804763794,
169
- 0.006735680103302002,
170
- 0.0064880638122558594,
171
- 0.0065253119468688964,
172
- 0.0064999361038208005,
173
- 0.006500607967376709,
174
- 0.006642816066741944,
175
- 0.006791232109069824,
176
- 0.006710207939147949,
177
- 0.006518496036529541,
178
- 0.006483456134796142,
179
- 0.006490111827850342,
180
- 0.006502655982971192,
181
- 0.006463168144226074,
182
- 0.006482783794403076,
183
- 0.00652182388305664,
184
- 0.00678982400894165,
185
- 0.006813151836395264,
186
- 0.006501215934753418,
187
- 0.006467167854309082,
188
- 0.006508800029754638,
189
- 0.006544032096862793,
190
- 0.006469567775726318,
191
- 0.006493631839752197,
192
- 0.00652019214630127,
193
- 0.006498752117156982,
194
- 0.006489727973937988,
195
- 0.006530655860900879,
196
- 0.0065008001327514645,
197
- 0.0064642238616943355,
198
- 0.006509503841400146,
199
- 0.006486368179321289,
200
- 0.00646892786026001,
201
- 0.006457119941711426,
202
- 0.006771168231964111,
203
- 0.006562111854553222,
204
- 0.006496479988098144,
205
- 0.006519552230834961,
206
- 0.006571072101593018,
207
- 0.006927296161651612,
208
- 0.006738272190093994,
209
- 0.006719359874725342,
210
- 0.006712863922119141,
211
- 0.006842368125915528,
212
- 0.006749279975891113,
213
- 0.006697696208953857,
214
- 0.006737184047698974,
215
- 0.006688608169555664,
216
- 0.006517600059509277,
217
- 0.0065222721099853515,
218
- 0.006643775939941406,
219
- 0.006574240207672119,
220
- 0.0065469760894775395,
221
- 0.0066072320938110355,
222
- 0.006590176105499268,
223
- 0.006581600189208984,
224
- 0.00648960018157959,
225
- 0.006513343811035156,
226
- 0.006501183986663818,
227
- 0.006463071823120117,
228
- 0.006494688034057617,
229
- 0.006507936000823974,
230
- 0.006470304012298584,
231
- 0.006981152057647705
232
  ]
233
  },
234
  "throughput": {
235
  "unit": "tokens/s",
236
- "value": 302.70022109630884
237
  },
238
  "energy": {
239
  "unit": "kWh",
240
- "cpu": 8.161482737347957e-08,
241
- "ram": 4.442949716614011e-08,
242
- "gpu": 1.5604464538355965e-07,
243
- "total": 2.8208896992317933e-07
244
  },
245
  "efficiency": {
246
  "unit": "tokens/kWh",
247
- "value": 7089961.725708934
248
  }
249
  },
250
  "decode": {
251
  "memory": {
252
  "unit": "MB",
253
- "max_ram": 1255.067648,
254
  "max_global_vram": 1373.110272,
255
  "max_process_vram": 0.0,
256
  "max_reserved": 725.614592,
@@ -258,201 +254,193 @@
258
  },
259
  "latency": {
260
  "unit": "s",
261
- "count": 75,
262
- "total": 0.5096569604873659,
263
- "mean": 0.006795426139831543,
264
- "stdev": 0.00016698073182804421,
265
- "p50": 0.006747136116027832,
266
- "p90": 0.006953926372528076,
267
- "p95": 0.007010726308822632,
268
- "p99": 0.007494784030914308,
269
  "values": [
270
- 0.007621471881866455,
271
- 0.007003744125366211,
272
- 0.006683360099792481,
273
- 0.006701791763305664,
274
- 0.006692671775817871,
275
- 0.006662208080291748,
276
- 0.006750847816467285,
277
- 0.006773183822631836,
278
- 0.006847904205322265,
279
- 0.006921504020690918,
280
- 0.006724127769470215,
281
- 0.006779744148254395,
282
- 0.006777215957641602,
283
- 0.006681375980377198,
284
- 0.006684864044189453,
285
- 0.006689792156219483,
286
- 0.0068273282051086424,
287
- 0.006952544212341308,
288
- 0.006925536155700684,
289
- 0.006810368061065674,
290
- 0.00671398401260376,
291
- 0.006806335926055908,
292
- 0.006670015811920166,
293
- 0.006707520008087158,
294
- 0.0066863040924072265,
295
- 0.006783872127532959,
296
- 0.006752352237701416,
297
- 0.0069920320510864255,
298
- 0.00674121618270874,
299
- 0.006675712108612061,
300
- 0.00668393611907959,
301
- 0.006672639846801758,
302
- 0.006676767826080322,
303
- 0.006681888103485107,
304
- 0.006794784069061279,
305
- 0.006675519943237305,
306
- 0.006681920051574707,
307
- 0.006674272060394287,
308
- 0.006692768096923828,
309
- 0.006680031776428222,
310
- 0.00666710376739502,
311
- 0.006626207828521729,
312
- 0.0066724481582641606,
313
- 0.006747136116027832,
314
- 0.006770944118499756,
315
- 0.00693500804901123,
316
- 0.006690624237060547,
317
- 0.006788159847259521,
318
- 0.006721888065338135,
319
- 0.00745027208328247,
320
- 0.006954847812652588,
321
- 0.006945600032806396,
322
- 0.006880512237548828,
323
- 0.007084896087646484,
324
- 0.006901311874389649,
325
- 0.007008863925933838,
326
- 0.0069374718666076664,
327
- 0.006947391986846923,
328
- 0.006902624130249024,
329
- 0.007015071868896485,
330
- 0.006786272048950195,
331
- 0.006916639804840088,
332
- 0.006673024177551269,
333
- 0.00675984001159668,
334
- 0.0067701759338378905,
335
- 0.00670576000213623,
336
- 0.00668287992477417,
337
- 0.006685215950012207,
338
- 0.0066425280570983885,
339
- 0.006705728054046631,
340
- 0.006666399955749512,
341
- 0.00665561580657959,
342
- 0.006674975872039795,
343
- 0.006805984020233155,
344
- 0.0069220800399780276
345
  ]
346
  },
347
  "throughput": {
348
  "unit": "tokens/s",
349
- "value": 147.15780576857094
350
  },
351
  "energy": {
352
  "unit": "kWh",
353
- "cpu": 7.462601773799516e-08,
354
- "ram": 4.0948334324917945e-08,
355
- "gpu": 1.4686495366907336e-07,
356
- "total": 2.6243930573198637e-07
357
  },
358
  "efficiency": {
359
  "unit": "tokens/kWh",
360
- "value": 3810404.837075893
361
  }
362
  },
363
  "per_token": {
364
  "memory": null,
365
  "latency": {
366
  "unit": "s",
367
- "count": 75,
368
- "total": 0.4793567695617674,
369
- "mean": 0.006391423594156901,
370
- "stdev": 0.00015214267997472452,
371
- "p50": 0.0063498239517211915,
372
- "p90": 0.006549465656280518,
373
- "p95": 0.006601216125488281,
374
- "p99": 0.007024127893447876,
375
  "values": [
376
- 0.007080959796905518,
377
- 0.00658841609954834,
378
- 0.0062904319763183595,
379
- 0.006311935901641846,
380
- 0.006302720069885254,
381
- 0.006270976066589356,
382
- 0.006356927871704101,
383
- 0.00637440013885498,
384
- 0.006449151992797852,
385
- 0.006531040191650391,
386
- 0.006334464073181153,
387
- 0.0063508801460266115,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
388
  0.006387712001800537,
389
- 0.006288383960723877,
390
- 0.00628223991394043,
 
 
 
 
 
 
 
 
 
 
 
 
 
391
  0.006300672054290772,
392
- 0.006362112045288086,
393
- 0.00655353593826294,
394
- 0.006516736030578613,
395
- 0.006419456005096436,
396
- 0.006307839870452881,
397
- 0.006408192157745361,
398
- 0.00628223991394043,
399
- 0.0062873601913452145,
400
- 0.006296576023101807,
401
- 0.006392831802368164,
402
- 0.0063539199829101565,
403
- 0.006593535900115967,
404
- 0.006348800182342529,
405
- 0.00628326416015625,
406
- 0.006295551776885986,
407
- 0.006281216144561768,
408
  0.006258687973022461,
409
- 0.006292543888092041,
410
- 0.006400000095367431,
411
- 0.006284287929534912,
412
- 0.006293504238128662,
413
- 0.006285312175750732,
414
- 0.006305791854858398,
415
- 0.006291456222534179,
416
- 0.0062791681289672855,
417
- 0.006237184047698975,
418
- 0.006255616188049316,
419
- 0.0063569917678833006,
420
- 0.0063498239517211915,
421
- 0.006510591983795166,
422
- 0.006302720069885254,
423
- 0.006379519939422608,
424
- 0.0062873601913452145,
425
- 0.007004159927368164,
426
- 0.006494207859039307,
427
- 0.006543360233306885,
428
- 0.0064654722213745115,
429
- 0.006681600093841553,
430
- 0.006500319957733154,
431
- 0.00659660816192627,
432
- 0.0065372161865234375,
433
- 0.006491136074066162,
434
- 0.0065136637687683106,
435
- 0.0066119680404663084,
436
- 0.006393856048583985,
437
- 0.006498303890228272,
438
- 0.006281216144561768,
439
- 0.0063569917678833006,
440
- 0.00638156795501709,
441
- 0.006313983917236328,
442
- 0.00628326416015625,
443
- 0.006291456222534179,
444
- 0.006250495910644531,
445
  0.006307839870452881,
446
- 0.006278143882751465,
447
- 0.006255616188049316,
448
- 0.006245376110076905,
449
- 0.006408192157745361,
450
- 0.006515711784362793
451
  ]
452
  },
453
  "throughput": {
454
  "unit": "tokens/s",
455
- "value": 156.45966587384527
456
  },
457
  "energy": null,
458
  "efficiency": null
 
104
  "load": {
105
  "memory": {
106
  "unit": "MB",
107
+ "max_ram": 803.414016,
108
  "max_global_vram": 1362.624512,
109
  "max_process_vram": 0.0,
110
  "max_reserved": 725.614592,
 
113
  "latency": {
114
  "unit": "s",
115
  "count": 1,
116
+ "total": 8.434642578125,
117
+ "mean": 8.434642578125,
118
  "stdev": 0.0,
119
+ "p50": 8.434642578125,
120
+ "p90": 8.434642578125,
121
+ "p95": 8.434642578125,
122
+ "p99": 8.434642578125,
123
  "values": [
124
+ 8.434642578125
125
  ]
126
  },
127
  "throughput": null,
128
  "energy": {
129
  "unit": "kWh",
130
+ "cpu": 2.4959393270828895e-06,
131
+ "ram": 1.3488383889929183e-06,
132
+ "gpu": 3.4552805420000852e-06,
133
+ "total": 7.300058258075894e-06
134
  },
135
  "efficiency": null
136
  },
137
  "prefill": {
138
  "memory": {
139
  "unit": "MB",
140
+ "max_ram": 1212.960768,
141
  "max_global_vram": 1373.110272,
142
  "max_process_vram": 0.0,
143
  "max_reserved": 725.614592,
 
145
  },
146
  "latency": {
147
  "unit": "s",
148
+ "count": 71,
149
+ "total": 0.49888943862915053,
150
+ "mean": 0.007026611811678174,
151
+ "stdev": 0.0003888908234994614,
152
+ "p50": 0.007098048210144043,
153
+ "p90": 0.007400415897369385,
154
+ "p95": 0.007741472005844116,
155
+ "p99": 0.007936684846878051,
156
  "values": [
157
+ 0.00779145622253418,
158
+ 0.007855679988861084,
159
+ 0.007365151882171631,
160
+ 0.00721999979019165,
161
+ 0.007460031986236572,
162
+ 0.00715990400314331,
163
+ 0.007109792232513428,
164
+ 0.0070174398422241215,
165
+ 0.007184991836547852,
166
+ 0.0071922879219055175,
167
+ 0.006986239910125733,
168
+ 0.007234784126281738,
169
+ 0.007205599784851074,
170
+ 0.007194752216339111,
171
+ 0.007116447925567627,
172
+ 0.007122975826263428,
173
+ 0.007187263965606689,
174
+ 0.006961023807525635,
175
+ 0.007044864177703857,
176
+ 0.007050496101379394,
177
+ 0.007201344013214111,
178
+ 0.007361536026000977,
179
+ 0.007258463859558106,
180
+ 0.007198527812957763,
181
+ 0.006965312004089355,
182
+ 0.007337759971618652,
183
+ 0.007159776210784912,
184
+ 0.007169343948364258,
185
+ 0.006966176033020019,
186
+ 0.007098048210144043,
187
+ 0.007400415897369385,
188
+ 0.00732313585281372,
189
+ 0.007691487789154052,
190
+ 0.007291071891784668,
191
+ 0.007285727977752686,
192
+ 0.00749289608001709,
193
+ 0.007315872192382812,
194
+ 0.007251999855041504,
195
+ 0.007140543937683106,
196
+ 0.00702246379852295,
197
+ 0.007288000106811523,
198
+ 0.006930719852447509,
199
+ 0.006758975982666016,
200
+ 0.0069474239349365235,
201
+ 0.0065784001350402835,
202
+ 0.006928031921386719,
203
+ 0.007038464069366455,
204
+ 0.007074624061584473,
205
+ 0.007799104213714599,
206
+ 0.008125696182250976,
207
+ 0.007333471775054932,
208
+ 0.006837152004241944,
209
+ 0.006721471786499024,
210
+ 0.006666111946105957,
211
+ 0.006576831817626953,
212
+ 0.006501791954040527,
213
+ 0.006464000225067139,
214
+ 0.00645366382598877,
215
+ 0.006442592144012451,
216
+ 0.006522848129272461,
217
+ 0.006589920043945313,
218
+ 0.006540287971496582,
219
+ 0.00660214376449585,
220
+ 0.006411935806274414,
221
+ 0.006359871864318848,
222
+ 0.006435935974121094,
223
+ 0.00653385591506958,
224
+ 0.006574816226959228,
225
+ 0.006534815788269043,
226
+ 0.006466432094573975,
227
+ 0.006456960201263428
 
 
 
 
228
  ]
229
  },
230
  "throughput": {
231
  "unit": "tokens/s",
232
+ "value": 284.6322030592348
233
  },
234
  "energy": {
235
  "unit": "kWh",
236
+ "cpu": 8.1278869482495e-08,
237
+ "ram": 4.441464141795717e-08,
238
+ "gpu": 1.5372538934246343e-07,
239
+ "total": 2.794189002429156e-07
240
  },
241
  "efficiency": {
242
  "unit": "tokens/kWh",
243
+ "value": 7157711.945259538
244
  }
245
  },
246
  "decode": {
247
  "memory": {
248
  "unit": "MB",
249
+ "max_ram": 1231.306752,
250
  "max_global_vram": 1373.110272,
251
  "max_process_vram": 0.0,
252
  "max_reserved": 725.614592,
 
254
  },
255
  "latency": {
256
  "unit": "s",
257
+ "count": 71,
258
+ "total": 0.511313759803772,
259
+ "mean": 0.007201602250757351,
260
+ "stdev": 0.0004253228029205543,
261
+ "p50": 0.007252575874328614,
262
+ "p90": 0.007532351970672607,
263
+ "p95": 0.008018240213394166,
264
+ "p99": 0.008440783691406249,
265
  "values": [
266
+ 0.007522240161895752,
267
+ 0.007532351970672607,
268
+ 0.00744265604019165,
269
+ 0.007390143871307373,
270
+ 0.0074843201637268065,
271
+ 0.0073313918113708494,
272
+ 0.0072193598747253415,
273
+ 0.007462080001831055,
274
+ 0.007508959770202637,
275
+ 0.007252575874328614,
276
+ 0.007300864219665528,
277
+ 0.007330336093902588,
278
+ 0.0073855361938476565,
279
+ 0.0073266558647155765,
280
+ 0.007313888072967529,
281
+ 0.007334335803985596,
282
+ 0.007141568183898926,
283
+ 0.00718828821182251,
284
+ 0.007235072135925293,
285
+ 0.007520703792572021,
286
+ 0.007507711887359619,
287
+ 0.00755679988861084,
288
+ 0.00785590410232544,
289
+ 0.007297440052032471,
290
+ 0.007339807987213134,
291
+ 0.007372608184814453,
292
+ 0.007324863910675048,
293
+ 0.007221471786499023,
294
+ 0.007236512184143067,
295
+ 0.007308063983917236,
296
+ 0.007311232089996338,
297
+ 0.00818057632446289,
298
+ 0.008587391853332519,
299
+ 0.007396351814270019,
300
+ 0.007601856231689453,
301
+ 0.007460480213165283,
302
+ 0.007424255847930908,
303
+ 0.007233920097351074,
304
+ 0.007355103969573975,
305
+ 0.007131296157836914,
306
+ 0.007160799980163574,
307
+ 0.007009376049041748,
308
+ 0.007281472206115722,
309
+ 0.006826879978179931,
310
+ 0.006714367866516113,
311
+ 0.007007232189178467,
312
+ 0.0071467838287353515,
313
+ 0.0075177597999572755,
314
+ 0.008377951622009277,
315
+ 0.008208224296569824,
316
+ 0.006921088218688965,
317
+ 0.006954527854919433,
318
+ 0.0068626561164855954,
319
+ 0.006872159957885742,
320
+ 0.006818272113800049,
321
+ 0.006615007877349853,
322
+ 0.0066360001564025875,
323
+ 0.0066640000343322755,
324
+ 0.00666921615600586,
325
+ 0.006687327861785889,
326
+ 0.006887519836425781,
327
+ 0.006645631790161133,
328
+ 0.006622079849243164,
329
+ 0.006629824161529541,
330
+ 0.0065747199058532714,
331
+ 0.006697919845581055,
332
+ 0.00662179183959961,
333
+ 0.0068057279586791995,
334
+ 0.006652703762054443,
335
+ 0.006635551929473877,
336
+ 0.006662208080291748
 
 
 
 
337
  ]
338
  },
339
  "throughput": {
340
  "unit": "tokens/s",
341
+ "value": 138.85798815046135
342
  },
343
  "energy": {
344
  "unit": "kWh",
345
+ "cpu": 7.402475133280806e-08,
346
+ "ram": 4.005802140993603e-08,
347
+ "gpu": 1.7444586886532833e-07,
348
+ "total": 2.8852864160807256e-07
349
  },
350
  "efficiency": {
351
  "unit": "tokens/kWh",
352
+ "value": 3465860.4235151317
353
  }
354
  },
355
  "per_token": {
356
  "memory": null,
357
  "latency": {
358
  "unit": "s",
359
+ "count": 71,
360
+ "total": 0.47732732629775987,
361
+ "mean": 0.006722920088700844,
362
+ "stdev": 0.00037953531987140537,
363
+ "p50": 0.006739967823028564,
364
+ "p90": 0.007004159927368164,
365
+ "p95": 0.007492095947265625,
366
+ "p99": 0.007888895988464355,
367
  "values": [
368
+ 0.0069847040176391605,
369
+ 0.007004159927368164,
370
+ 0.006919167995452881,
371
+ 0.006847487926483154,
372
+ 0.006971392154693603,
373
+ 0.006833119869232178,
374
+ 0.0067010560035705566,
375
+ 0.006949888229370117,
376
+ 0.006985727787017822,
377
+ 0.0067276802062988285,
378
+ 0.006780928134918213,
379
+ 0.006815743923187256,
380
+ 0.006851583957672119,
381
+ 0.006824927806854248,
382
+ 0.006801407814025879,
383
+ 0.006822912216186523,
384
+ 0.006658048152923584,
385
+ 0.006652927875518798,
386
+ 0.006739967823028564,
387
+ 0.006961152076721191,
388
+ 0.006971392154693603,
389
+ 0.007037951946258545,
390
+ 0.007337984085083008,
391
+ 0.006785024166107178,
392
+ 0.0068249602317810056,
393
+ 0.006864895820617676,
394
+ 0.006815711975097657,
395
+ 0.006737919807434082,
396
+ 0.006708223819732666,
397
+ 0.006759424209594727,
398
+ 0.006811647891998291,
399
+ 0.007646207809448242,
400
+ 0.008053759574890136,
401
+ 0.006871039867401123,
402
+ 0.007074848175048828,
403
+ 0.006939680099487305,
404
+ 0.006897664070129395,
405
+ 0.00672870397567749,
406
+ 0.0068392958641052244,
407
+ 0.006621183872222901,
408
+ 0.0066826238632202144,
409
+ 0.0065382399559021,
410
+ 0.00678604793548584,
411
  0.006387712001800537,
412
+ 0.006308864116668702,
413
+ 0.006557695865631104,
414
+ 0.00667852783203125,
415
+ 0.006966271877288818,
416
+ 0.00781824016571045,
417
+ 0.007725056171417236,
418
+ 0.006479872226715088,
419
+ 0.006523903846740723,
420
+ 0.0064440321922302245,
421
+ 0.00642252779006958,
422
+ 0.006429696083068847,
423
+ 0.006228991985321045,
424
+ 0.006232063770294189,
425
+ 0.006277120113372803,
426
+ 0.006271999835968017,
427
  0.006300672054290772,
428
+ 0.006475776195526123,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
429
  0.006258687973022461,
430
+ 0.006232063770294189,
431
+ 0.00622489595413208,
432
+ 0.006191103935241699,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
433
  0.006307839870452881,
434
+ 0.0062269439697265625,
435
+ 0.006419456005096436,
436
+ 0.0062679038047790524,
437
+ 0.0062341117858886715,
438
+ 0.006266880035400391
439
  ]
440
  },
441
  "throughput": {
442
  "unit": "tokens/s",
443
+ "value": 148.74488865049753
444
  },
445
  "energy": null,
446
  "efficiency": null