Hugging Face's logo

Datasets:
optimum-benchmark
/
rocm

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
516938e
·
verified ·
1 Parent(s): 083b186

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 +215 -239
cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json CHANGED
@@ -85,7 +85,7 @@
85
  "gpu_count": 1,
86
  "gpu_vram_mb": 68702699520,
87
  "optimum_benchmark_version": "0.3.1",
88
- "optimum_benchmark_commit": "6f7b069b4b0cde5708134b51a746a564e69874ce",
89
  "transformers_version": "4.42.4",
90
  "transformers_commit": null,
91
  "accelerate_version": "0.32.1",
@@ -104,24 +104,24 @@
104
  "load": {
105
  "memory": {
106
  "unit": "MB",
107
- "max_ram": 901.2224,
108
- "max_global_vram": 1011.748864,
109
- "max_process_vram": 43039.858688,
110
  "max_reserved": 725.614592,
111
  "max_allocated": 666.338304
112
  },
113
  "latency": {
114
  "unit": "s",
115
  "count": 1,
116
- "total": 7.43203564453125,
117
- "mean": 7.43203564453125,
118
  "stdev": 0.0,
119
- "p50": 7.43203564453125,
120
- "p90": 7.43203564453125,
121
- "p95": 7.43203564453125,
122
- "p99": 7.43203564453125,
123
  "values": [
124
- 7.43203564453125
125
  ]
126
  },
127
  "throughput": null,
@@ -131,93 +131,85 @@
131
  "prefill": {
132
  "memory": {
133
  "unit": "MB",
134
- "max_ram": 1055.850496,
135
- "max_global_vram": 1106.137088,
136
- "max_process_vram": 285326.6432,
137
  "max_reserved": 725.614592,
138
  "max_allocated": 513.035264
139
  },
140
  "latency": {
141
  "unit": "s",
142
- "count": 65,
143
- "total": 0.5119444642066957,
144
- "mean": 0.007876068680103009,
145
- "stdev": 0.000240898297795846,
146
- "p50": 0.00778607988357544,
147
- "p90": 0.008199071884155274,
148
- "p95": 0.008223935508728027,
149
- "p99": 0.00866673915863037,
150
  "values": [
151
- 0.007931039810180665,
152
- 0.007910398960113526,
153
- 0.00790447998046875,
154
- 0.007827839851379394,
155
- 0.007719038963317871,
156
- 0.007700479984283447,
157
- 0.007661920070648193,
158
- 0.007688000202178955,
159
- 0.007674079895019531,
160
- 0.007681599140167236,
161
- 0.007715360164642334,
162
- 0.007702879905700684,
163
- 0.007771200180053711,
164
- 0.007985439777374268,
165
- 0.00785823917388916,
166
- 0.009293120384216308,
167
- 0.007876480102539062,
168
- 0.007722879886627197,
169
- 0.007721280097961426,
170
- 0.007731519222259522,
171
- 0.007947360038757324,
172
- 0.007761119842529297,
173
- 0.007803040027618408,
174
- 0.007776319980621338,
175
- 0.008125919342041016,
176
- 0.0077807998657226565,
177
- 0.007931039810180665,
178
- 0.007771200180053711,
179
- 0.007938079833984375,
180
- 0.00778895902633667,
181
- 0.007776639938354492,
182
- 0.007788000106811524,
183
- 0.007769599914550781,
184
- 0.007784800052642822,
185
- 0.0077822389602661135,
186
- 0.007846560001373291,
187
- 0.007765759944915771,
188
- 0.007775199890136719,
189
- 0.0077924799919128415,
190
- 0.007810719013214111,
191
- 0.00782367992401123,
192
- 0.007801599979400635,
193
- 0.007798880100250244,
194
- 0.007801439762115479,
195
- 0.007767358779907227,
196
- 0.007932799816131592,
197
- 0.00778607988357544,
198
- 0.007781119823455811,
199
- 0.008279999732971192,
200
- 0.008187838554382324,
201
- 0.008314399719238282,
202
- 0.008208319664001465,
203
- 0.008199520111083984,
204
- 0.00820464038848877,
205
- 0.008227839469909667,
206
- 0.008198399543762207,
207
- 0.007986878871917725,
208
- 0.0077515201568603516,
209
- 0.007758080005645752,
210
- 0.007751198768615722,
211
- 0.007747680187225342,
212
- 0.007771679878234863,
213
- 0.007740640163421631,
214
- 0.007767360210418701,
215
- 0.007762399196624756
216
  ]
217
  },
218
  "throughput": {
219
  "unit": "tokens/s",
220
- "value": 253.9337937786803
221
  },
222
  "energy": null,
223
  "efficiency": null
@@ -225,93 +217,85 @@
225
  "decode": {
226
  "memory": {
227
  "unit": "MB",
228
- "max_ram": 1055.850496,
229
- "max_global_vram": 1107.525632,
230
- "max_process_vram": 260722.491392,
231
  "max_reserved": 725.614592,
232
  "max_allocated": 513.259008
233
  },
234
  "latency": {
235
  "unit": "s",
236
- "count": 65,
237
- "total": 0.48656398916244514,
238
- "mean": 0.007485599833268386,
239
- "stdev": 0.0002456954987839389,
240
- "p50": 0.00751200008392334,
241
- "p90": 0.007850143432617187,
242
- "p95": 0.007875456142425536,
243
- "p99": 0.007941094436645509,
244
  "values": [
245
- 0.0072542400360107425,
246
- 0.007397280216217041,
247
- 0.007165120124816894,
248
- 0.007131040096282959,
249
- 0.007067359924316406,
250
- 0.0070499200820922855,
251
- 0.0070459189414978024,
252
- 0.007056960105895996,
253
- 0.0070247998237609865,
254
- 0.007238080024719238,
255
- 0.007056320190429687,
256
- 0.007100318908691406,
257
- 0.0070462398529052735,
258
- 0.007168799877166748,
259
- 0.007243040084838867,
260
- 0.007583199977874756,
261
- 0.007365438938140869,
262
- 0.007337279796600342,
263
- 0.00735968017578125,
264
- 0.0075343999862670895,
265
- 0.007507999897003174,
266
- 0.0075263991355896,
267
- 0.007775360107421875,
268
- 0.007525760173797608,
269
- 0.00751584005355835,
270
- 0.0075220799446105956,
271
- 0.007515358924865723,
272
- 0.007469759941101074,
273
- 0.007849760055541992,
274
- 0.00783519983291626,
275
- 0.007585279941558838,
276
- 0.007520158767700195,
277
- 0.00754256010055542,
278
- 0.00751200008392334,
279
- 0.007526400089263916,
280
- 0.007927519798278809,
281
- 0.007499359130859375,
282
- 0.007487840175628662,
283
- 0.007565440177917481,
284
- 0.007501920223236084,
285
- 0.007523039817810059,
286
- 0.007488479137420654,
287
- 0.00752672004699707,
288
- 0.007592800140380859,
289
- 0.007543839931488037,
290
- 0.007502399921417237,
291
- 0.007529438972473145,
292
- 0.007507840156555176,
293
- 0.007948160171508789,
294
- 0.007879680156707763,
295
- 0.007852960109710693,
296
- 0.007850399017333984,
297
- 0.007809440135955811,
298
- 0.007858560085296631,
299
- 0.007937119960784913,
300
- 0.007804959774017334,
301
- 0.007462080001831055,
302
- 0.007377600193023682,
303
- 0.0074107198715209965,
304
- 0.007430560111999511,
305
- 0.0074963197708129885,
306
- 0.007558718204498291,
307
- 0.0075288000106811526,
308
- 0.007459519863128662,
309
- 0.007746399879455567
310
  ]
311
  },
312
  "throughput": {
313
  "unit": "tokens/s",
314
- "value": 133.58982877439988
315
  },
316
  "energy": null,
317
  "efficiency": null
@@ -320,85 +304,77 @@
320
  "memory": null,
321
  "latency": {
322
  "unit": "s",
323
- "count": 65,
324
- "total": 0.45347438955307,
325
- "mean": 0.006976529070047231,
326
- "stdev": 0.00020276465118347474,
327
- "p50": 0.006953760147094727,
328
- "p90": 0.007335487937927246,
329
- "p95": 0.00738012809753418,
330
- "p99": 0.00742113920211792,
331
  "values": [
332
- 0.0067968001365661624,
333
- 0.006982880115509033,
334
- 0.00676255989074707,
335
- 0.006736480236053467,
336
- 0.00668287992477417,
337
- 0.006672959804534912,
338
- 0.006665439128875733,
339
- 0.006679359912872314,
340
- 0.006644800186157227,
341
- 0.006864960193634033,
342
- 0.006680799961090088,
343
- 0.006710399150848389,
344
- 0.006668799877166748,
345
- 0.0067638401985168455,
346
- 0.006838079929351807,
347
- 0.007074079990386963,
348
- 0.006890398979187012,
349
- 0.006869279861450196,
350
- 0.006885280132293701,
351
- 0.006899680137634277,
352
- 0.006926400184631348,
353
- 0.006942399024963379,
354
- 0.00717248010635376,
355
- 0.006961760044097901,
356
- 0.006977439880371094,
357
- 0.006951200008392334,
358
- 0.006969598770141602,
359
- 0.006961440086364746,
360
- 0.007283840179443359,
361
- 0.007254720211029053,
362
- 0.0069911999702453615,
363
- 0.0069460787773132325,
364
- 0.0069625601768493655,
365
- 0.006965439796447754,
366
- 0.006953760147094727,
367
- 0.007387839794158936,
368
- 0.006925599098205566,
369
- 0.006940639972686767,
370
- 0.0070078401565551755,
371
- 0.006964640140533447,
372
- 0.006966239929199218,
373
- 0.006951199054718017,
374
- 0.006974880218505859,
375
- 0.0070033597946166995,
376
- 0.006997600078582764,
377
- 0.00696288013458252,
378
- 0.006947518825531006,
379
- 0.006987840175628662,
380
- 0.007463840007781983,
381
- 0.007379360198974609,
382
- 0.007380320072174072,
383
- 0.007366878986358643,
384
- 0.007334239959716797,
385
- 0.007397119998931885,
386
- 0.007336319923400879,
387
- 0.00726800012588501,
388
- 0.006905119895935058,
389
- 0.0068683199882507324,
390
- 0.006888160228729248,
391
- 0.006892640113830567,
392
- 0.0069465599060058595,
393
- 0.007007358074188233,
394
- 0.006964799880981446,
395
- 0.006929279804229737,
396
- 0.007137919902801514
397
  ]
398
  },
399
  "throughput": {
400
  "unit": "tokens/s",
401
- "value": 143.33775290829973
402
  },
403
  "energy": null,
404
  "efficiency": null
 
85
  "gpu_count": 1,
86
  "gpu_vram_mb": 68702699520,
87
  "optimum_benchmark_version": "0.3.1",
88
+ "optimum_benchmark_commit": "d0c0a5c5918412583a4f2490ab7e3d1b48375998",
89
  "transformers_version": "4.42.4",
90
  "transformers_commit": null,
91
  "accelerate_version": "0.32.1",
 
104
  "load": {
105
  "memory": {
106
  "unit": "MB",
107
+ "max_ram": 901.337088,
108
+ "max_global_vram": 2717.22496,
109
+ "max_process_vram": 47104.217088,
110
  "max_reserved": 725.614592,
111
  "max_allocated": 666.338304
112
  },
113
  "latency": {
114
  "unit": "s",
115
  "count": 1,
116
+ "total": 7.885619140625,
117
+ "mean": 7.885619140625,
118
  "stdev": 0.0,
119
+ "p50": 7.885619140625,
120
+ "p90": 7.885619140625,
121
+ "p95": 7.885619140625,
122
+ "p99": 7.885619140625,
123
  "values": [
124
+ 7.885619140625
125
  ]
126
  },
127
  "throughput": null,
 
131
  "prefill": {
132
  "memory": {
133
  "unit": "MB",
134
+ "max_ram": 1055.8464,
135
+ "max_global_vram": 2811.609088,
136
+ "max_process_vram": 279066.68544,
137
  "max_reserved": 725.614592,
138
  "max_allocated": 513.035264
139
  },
140
  "latency": {
141
  "unit": "s",
142
+ "count": 57,
143
+ "total": 0.5108577890396119,
144
+ "mean": 0.008962417351572138,
145
+ "stdev": 0.00010995614849756485,
146
+ "p50": 0.008922046661376953,
147
+ "p90": 0.009125085830688476,
148
+ "p95": 0.00918156623840332,
149
+ "p99": 0.009255780525207518,
150
  "values": [
151
+ 0.008915327072143554,
152
+ 0.00918668556213379,
153
+ 0.009036766052246094,
154
+ 0.008871807098388671,
155
+ 0.008858846664428712,
156
+ 0.008822047233581543,
157
+ 0.0088636474609375,
158
+ 0.008889086723327637,
159
+ 0.008918046951293945,
160
+ 0.009101085662841797,
161
+ 0.0092634859085083,
162
+ 0.009090846061706542,
163
+ 0.008906686782836914,
164
+ 0.009171485900878906,
165
+ 0.00903516674041748,
166
+ 0.008940926551818848,
167
+ 0.00889372730255127,
168
+ 0.008808287620544433,
169
+ 0.008866847038269043,
170
+ 0.008876928329467773,
171
+ 0.008864127159118652,
172
+ 0.008884926795959473,
173
+ 0.009180286407470702,
174
+ 0.008924607276916505,
175
+ 0.008895486831665038,
176
+ 0.008922046661376953,
177
+ 0.008965086936950684,
178
+ 0.009014845848083496,
179
+ 0.008956927299499512,
180
+ 0.008864446640014649,
181
+ 0.008821086883544922,
182
+ 0.00906380558013916,
183
+ 0.009161086082458495,
184
+ 0.008953726768493653,
185
+ 0.008940286636352539,
186
+ 0.00909180736541748,
187
+ 0.0090428466796875,
188
+ 0.00899628734588623,
189
+ 0.009025087356567383,
190
+ 0.008947007179260254,
191
+ 0.00891724681854248,
192
+ 0.008918367385864257,
193
+ 0.008866847038269043,
194
+ 0.008861086845397948,
195
+ 0.009044285774230956,
196
+ 0.00924972629547119,
197
+ 0.009082846641540528,
198
+ 0.008949247360229493,
199
+ 0.00897132682800293,
200
+ 0.008934367179870605,
201
+ 0.008904287338256836,
202
+ 0.008888127326965332,
203
+ 0.008913247108459473,
204
+ 0.00891788673400879,
205
+ 0.00889372730255127,
206
+ 0.008874847412109374,
207
+ 0.008836767196655274
 
 
 
 
 
 
 
 
208
  ]
209
  },
210
  "throughput": {
211
  "unit": "tokens/s",
212
+ "value": 223.15408014883073
213
  },
214
  "energy": null,
215
  "efficiency": null
 
217
  "decode": {
218
  "memory": {
219
  "unit": "MB",
220
+ "max_ram": 1055.8464,
221
+ "max_global_vram": 2812.993536,
222
+ "max_process_vram": 304332.5952,
223
  "max_reserved": 725.614592,
224
  "max_allocated": 513.259008
225
  },
226
  "latency": {
227
  "unit": "s",
228
+ "count": 57,
229
+ "total": 0.49242761039733884,
230
+ "mean": 0.00863908088416384,
231
+ "stdev": 0.00011748815614803496,
232
+ "p50": 0.008601728439331055,
233
+ "p90": 0.008815071105957032,
234
+ "p95": 0.008883614921569825,
235
+ "p99": 0.008953303871154785,
236
  "values": [
237
+ 0.00863484764099121,
238
+ 0.008793247222900391,
239
+ 0.008466689109802247,
240
+ 0.00855116844177246,
241
+ 0.008541568756103516,
242
+ 0.008504128456115723,
243
+ 0.008525248527526855,
244
+ 0.008548288345336915,
245
+ 0.008601728439331055,
246
+ 0.00893260669708252,
247
+ 0.00882236671447754,
248
+ 0.00862012767791748,
249
+ 0.008536447525024414,
250
+ 0.008689727783203125,
251
+ 0.00865308666229248,
252
+ 0.008567808151245117,
253
+ 0.008562209129333496,
254
+ 0.008518848419189453,
255
+ 0.008550688743591309,
256
+ 0.008553888320922852,
257
+ 0.008563167572021484,
258
+ 0.008702848434448242,
259
+ 0.008878046989440919,
260
+ 0.008574527740478516,
261
+ 0.008590527534484863,
262
+ 0.008595808029174805,
263
+ 0.00855724811553955,
264
+ 0.008597887992858887,
265
+ 0.008597248077392578,
266
+ 0.008548129081726074,
267
+ 0.008588128089904785,
268
+ 0.008870368003845214,
269
+ 0.008638688087463379,
270
+ 0.00865068817138672,
271
+ 0.00874092674255371,
272
+ 0.008979645729064942,
273
+ 0.008786847114562988,
274
+ 0.0087588472366333,
275
+ 0.00881020736694336,
276
+ 0.008650527954101563,
277
+ 0.008566368103027343,
278
+ 0.008575807571411133,
279
+ 0.008553728103637696,
280
+ 0.008478049278259278,
281
+ 0.008905886650085449,
282
+ 0.008689408302307128,
283
+ 0.008719967842102052,
284
+ 0.00854508876800537,
285
+ 0.008665247917175293,
286
+ 0.008643327713012695,
287
+ 0.008625087738037109,
288
+ 0.008621408462524413,
289
+ 0.008652928352355958,
290
+ 0.008661567687988281,
291
+ 0.008551968574523925,
292
+ 0.008609726905822753,
293
+ 0.008507007598876954
 
 
 
 
 
 
 
 
294
  ]
295
  },
296
  "throughput": {
297
  "unit": "tokens/s",
298
+ "value": 115.75305445201745
299
  },
300
  "energy": null,
301
  "efficiency": null
 
304
  "memory": null,
305
  "latency": {
306
  "unit": "s",
307
+ "count": 57,
308
+ "total": 0.45511639070510856,
309
+ "mean": 0.007984498082545767,
310
+ "stdev": 0.00011054331236862282,
311
+ "p50": 0.007944931030273437,
312
+ "p90": 0.00816646499633789,
313
+ "p95": 0.008201121139526367,
314
+ "p99": 0.008294068641662596,
315
  "values": [
316
+ 0.008018369674682618,
317
+ 0.008145249366760254,
318
+ 0.007849250793457031,
319
+ 0.007910211086273194,
320
+ 0.007876131057739258,
321
+ 0.00787005090713501,
322
+ 0.00792845106124878,
323
+ 0.00791836977005005,
324
+ 0.007919170856475831,
325
+ 0.008267809867858886,
326
+ 0.008155328750610352,
327
+ 0.007955970764160157,
328
+ 0.007885731220245362,
329
+ 0.00802621078491211,
330
+ 0.008004929542541504,
331
+ 0.007937891006469727,
332
+ 0.00792349100112915,
333
+ 0.007895491123199462,
334
+ 0.007944931030273437,
335
+ 0.007908929824829101,
336
+ 0.007876931190490722,
337
+ 0.008037409782409667,
338
+ 0.008192608833312989,
339
+ 0.007898530006408692,
340
+ 0.00790557098388672,
341
+ 0.007950850009918213,
342
+ 0.007911970138549804,
343
+ 0.007917251110076904,
344
+ 0.007891810894012452,
345
+ 0.007895970821380615,
346
+ 0.007924130916595459,
347
+ 0.008191010475158692,
348
+ 0.007980131149291992,
349
+ 0.007996450901031495,
350
+ 0.008049570083618163,
351
+ 0.008327488899230956,
352
+ 0.008183169364929199,
353
+ 0.008105730056762695,
354
+ 0.008123330116271973,
355
+ 0.008000289916992188,
356
+ 0.007906370162963867,
357
+ 0.007914850234985352,
358
+ 0.007881411075592041,
359
+ 0.007871651172637939,
360
+ 0.008235170364379882,
361
+ 0.008018529891967774,
362
+ 0.008037249565124511,
363
+ 0.007924770832061768,
364
+ 0.008046210289001465,
365
+ 0.007968130111694336,
366
+ 0.007958849906921387,
367
+ 0.007950850009918213,
368
+ 0.00798156976699829,
369
+ 0.007967811107635498,
370
+ 0.00793229103088379,
371
+ 0.00792172908782959,
372
+ 0.00789677095413208
 
 
 
 
 
 
 
 
373
  ]
374
  },
375
  "throughput": {
376
  "unit": "tokens/s",
377
+ "value": 125.24268772585907
378
  },
379
  "energy": null,
380
  "efficiency": null