Hugging Face's logo

Datasets:
optimum-benchmark
/
rocm

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
a055823
·
verified ·
1 Parent(s): b0dbc40

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 +218 -224
cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json CHANGED
@@ -91,7 +91,7 @@
91
  ],
92
  "gpu_count": 8,
93
  "gpu_vram_mb": 549621596160,
94
- "optimum_benchmark_version": "0.5.0.dev0",
95
  "optimum_benchmark_commit": null,
96
  "transformers_version": "4.45.2",
97
  "transformers_commit": null,
@@ -113,24 +113,24 @@
113
  "load": {
114
  "memory": {
115
  "unit": "MB",
116
- "max_ram": 1105.928192,
117
  "max_global_vram": 68702.69952,
118
- "max_process_vram": 4416.200704,
119
  "max_reserved": 725.614592,
120
  "max_allocated": 666.338304
121
  },
122
  "latency": {
123
  "unit": "s",
124
  "values": [
125
- 0.0777890625
126
  ],
127
  "count": 1,
128
- "total": 0.0777890625,
129
- "mean": 0.0777890625,
130
- "p50": 0.0777890625,
131
- "p90": 0.0777890625,
132
- "p95": 0.0777890625,
133
- "p99": 0.0777890625,
134
  "stdev": 0,
135
  "stdev_": 0
136
  },
@@ -141,89 +141,87 @@
141
  "prefill": {
142
  "memory": {
143
  "unit": "MB",
144
- "max_ram": 1272.19712,
145
  "max_global_vram": 68702.69952,
146
- "max_process_vram": 272206.487552,
147
  "max_reserved": 725.614592,
148
  "max_allocated": 513.235456
149
  },
150
  "latency": {
151
  "unit": "s",
152
  "values": [
153
- 0.008276936531066894,
154
- 0.008361577033996582,
155
- 0.008312617301940918,
156
- 0.00830861759185791,
157
- 0.0083298978805542,
158
- 0.008317737579345704,
159
- 0.00831789779663086,
160
- 0.008303016662597655,
161
- 0.008363496780395508,
162
- 0.008347176551818847,
163
- 0.008412616729736328,
164
- 0.008403017044067382,
165
- 0.008361577033996582,
166
- 0.008530217170715332,
167
- 0.008441737174987793,
168
- 0.00846445655822754,
169
- 0.008402857780456543,
170
- 0.008352617263793945,
171
- 0.008345096588134766,
172
- 0.008341417312622071,
173
- 0.008361737251281738,
174
- 0.008515656471252442,
175
- 0.009349574089050293,
176
- 0.00938429355621338,
177
- 0.009020936012268067,
178
- 0.008649736404418946,
179
- 0.008789575576782227,
180
- 0.008714216232299805,
181
- 0.008886215209960937,
182
- 0.00881053638458252,
183
- 0.008719335556030274,
184
- 0.008306537628173828,
185
- 0.008280617713928223,
186
- 0.008326216697692871,
187
- 0.00836189842224121,
188
- 0.008277097702026366,
189
- 0.008340456962585448,
190
- 0.008255017280578614,
191
- 0.00830429744720459,
192
- 0.008355337142944336,
193
- 0.008383657455444336,
194
- 0.008390377044677735,
195
- 0.008371816635131837,
196
- 0.008384456634521484,
197
- 0.008339817047119141,
198
- 0.008403817176818847,
199
- 0.008321578025817872,
200
- 0.008341737747192383,
201
- 0.008374537467956543,
202
- 0.008321097373962402,
203
- 0.008315016746520996,
204
- 0.008309576988220215,
205
- 0.008404776573181153,
206
- 0.008428616523742676,
207
- 0.00838797664642334,
208
- 0.008430856704711914,
209
- 0.008360617637634278,
210
- 0.008316617012023925,
211
- 0.008283336639404297,
212
- 0.008383657455444336
213
  ],
214
- "count": 60,
215
- "total": 0.5065578136444091,
216
- "mean": 0.008442630227406819,
217
- "p50": 0.008361657142639159,
218
- "p90": 0.00872635955810547,
219
- "p95": 0.008892951250076293,
220
- "p99": 0.009363809070587158,
221
- "stdev": 0.00023170770533565576,
222
- "stdev_": 2.7444966686267573
223
  },
224
  "throughput": {
225
  "unit": "tokens/s",
226
- "value": 236.89299970849328
227
  },
228
  "energy": null,
229
  "efficiency": null
@@ -231,89 +229,87 @@
231
  "decode": {
232
  "memory": {
233
  "unit": "MB",
234
- "max_ram": 1272.19712,
235
  "max_global_vram": 68702.69952,
236
- "max_process_vram": 267272.568832,
237
  "max_reserved": 725.614592,
238
  "max_allocated": 513.257984
239
  },
240
  "latency": {
241
  "unit": "s",
242
  "values": [
243
- 0.007977417945861816,
244
- 0.008055337905883789,
245
- 0.00835421657562256,
246
- 0.008112136840820312,
247
- 0.008123817443847657,
248
- 0.008125256538391114,
249
- 0.008223816871643067,
250
- 0.008055018424987794,
251
- 0.008272618293762206,
252
- 0.008070697784423828,
253
- 0.008190056800842286,
254
- 0.008133737564086915,
255
- 0.008073098182678222,
256
- 0.008082217216491699,
257
- 0.008125898361206054,
258
- 0.008147018432617188,
259
- 0.008115656852722168,
260
- 0.008197257995605469,
261
- 0.008199658393859863,
262
- 0.008050377845764161,
263
- 0.008092617988586426,
264
- 0.008850055694580078,
265
- 0.008518536567687989,
266
- 0.008805895805358887,
267
- 0.008203976631164551,
268
- 0.008404136657714844,
269
- 0.008411017417907715,
270
- 0.008649256706237793,
271
- 0.008475176811218262,
272
- 0.008364136695861817,
273
- 0.008324618339538575,
274
- 0.008179977416992187,
275
- 0.008253896713256836,
276
- 0.00797069787979126,
277
- 0.008133256912231445,
278
- 0.00799037790298462,
279
- 0.0080623779296875,
280
- 0.00803133773803711,
281
- 0.0080657377243042,
282
- 0.008039817810058594,
283
- 0.0081038179397583,
284
- 0.008192777633666992,
285
- 0.008159977912902832,
286
- 0.008261576652526855,
287
- 0.008170058250427246,
288
- 0.008192296981811523,
289
- 0.008100457191467285,
290
- 0.008077417373657227,
291
- 0.008090377807617188,
292
- 0.00822989845275879,
293
- 0.008198858261108399,
294
- 0.008028457641601563,
295
- 0.00809677791595459,
296
- 0.008322216987609864,
297
- 0.008311017036437988,
298
- 0.008235177993774413,
299
- 0.008182697296142578,
300
- 0.00813117790222168,
301
- 0.007992138862609863,
302
- 0.008149415969848632
303
  ],
304
- "count": 60,
305
- "total": 0.49173880767822264,
306
- "mean": 0.008195646794637045,
307
- "p50": 0.00814821720123291,
308
- "p90": 0.00840482473373413,
309
- "p95": 0.008525072574615478,
310
- "p99": 0.008824001359939574,
311
- "stdev": 0.00017819612004389473,
312
- "stdev_": 2.1742776928905756
313
  },
314
  "throughput": {
315
  "unit": "tokens/s",
316
- "value": 122.01599520545058
317
  },
318
  "energy": null,
319
  "efficiency": null
@@ -323,80 +319,78 @@
323
  "latency": {
324
  "unit": "s",
325
  "values": [
326
- 0.007269740104675293,
327
- 0.0073049402236938475,
328
- 0.007538539886474609,
329
- 0.00734142017364502,
330
- 0.0074084591865539555,
331
- 0.0074279789924621585,
332
- 0.00740765905380249,
333
- 0.0073433399200439455,
334
- 0.007451019763946533,
335
- 0.007353419780731201,
336
- 0.0073695797920227055,
337
- 0.0073244600296020505,
338
- 0.007311019897460937,
339
- 0.007374538898468018,
340
- 0.007319340229034424,
341
- 0.007380300045013428,
342
- 0.007298379898071289,
343
- 0.007322060108184814,
344
- 0.007364620208740234,
345
- 0.007349259853363037,
346
- 0.007308139801025391,
347
- 0.008188458442687988,
348
- 0.007855339050292969,
349
- 0.00815789794921875,
350
- 0.0075676589012146,
351
- 0.0076492600440979,
352
- 0.007665419101715088,
353
- 0.00792669916152954,
354
- 0.007820458889007568,
355
- 0.007638538837432861,
356
- 0.00766973876953125,
357
- 0.007345419883728027,
358
- 0.007376938819885254,
359
- 0.007306700229644776,
360
- 0.007293099880218506,
361
- 0.0073123002052307125,
362
- 0.007241580009460449,
363
- 0.007371339797973633,
364
- 0.007262220859527588,
365
- 0.007364620208740234,
366
- 0.007339660167694092,
367
- 0.007440939903259277,
368
- 0.007375500202178955,
369
- 0.00740765905380249,
370
- 0.007375020027160645,
371
- 0.007326700210571289,
372
- 0.007323659896850586,
373
- 0.007308619976043701,
374
- 0.007264461040496826,
375
- 0.007338059902191162,
376
- 0.007331019878387452,
377
- 0.007304780006408692,
378
- 0.00735614013671875,
379
- 0.00751133918762207,
380
- 0.007512619018554687,
381
- 0.007389100074768067,
382
- 0.00737709903717041,
383
- 0.007308939933776856,
384
- 0.007336140155792236,
385
- 0.007337739944458008
386
  ],
387
- "count": 60,
388
- "total": 0.4458471026420595,
389
- "mean": 0.007430785044034323,
390
- "p50": 0.007360380172729492,
391
- "p90": 0.007665851068496704,
392
- "p95": 0.007858907055854797,
393
- "p99": 0.008170427751541138,
394
- "stdev": 0.00019928779460246123,
395
- "stdev_": 2.6819211351357284
396
  },
397
  "throughput": {
398
  "unit": "tokens/s",
399
- "value": 134.57528297132384
400
  },
401
  "energy": null,
402
  "efficiency": null
 
91
  ],
92
  "gpu_count": 8,
93
  "gpu_vram_mb": 549621596160,
94
+ "optimum_benchmark_version": "0.5.0",
95
  "optimum_benchmark_commit": null,
96
  "transformers_version": "4.45.2",
97
  "transformers_commit": null,
 
113
  "load": {
114
  "memory": {
115
  "unit": "MB",
116
+ "max_ram": 1105.334272,
117
  "max_global_vram": 68702.69952,
118
+ "max_process_vram": 3300.12672,
119
  "max_reserved": 725.614592,
120
  "max_allocated": 666.338304
121
  },
122
  "latency": {
123
  "unit": "s",
124
  "values": [
125
+ 0.07505658721923827
126
  ],
127
  "count": 1,
128
+ "total": 0.07505658721923827,
129
+ "mean": 0.07505658721923827,
130
+ "p50": 0.07505658721923827,
131
+ "p90": 0.07505658721923827,
132
+ "p95": 0.07505658721923827,
133
+ "p99": 0.07505658721923827,
134
  "stdev": 0,
135
  "stdev_": 0
136
  },
 
141
  "prefill": {
142
  "memory": {
143
  "unit": "MB",
144
+ "max_ram": 1271.6032,
145
  "max_global_vram": 68702.69952,
146
+ "max_process_vram": 278123.470848,
147
  "max_reserved": 725.614592,
148
  "max_allocated": 513.235456
149
  },
150
  "latency": {
151
  "unit": "s",
152
  "values": [
153
+ 0.00857437515258789,
154
+ 0.0090433349609375,
155
+ 0.009058053970336915,
156
+ 0.009124134063720703,
157
+ 0.009080453872680664,
158
+ 0.009051653861999511,
159
+ 0.008994053840637208,
160
+ 0.009030694961547852,
161
+ 0.008757414817810059,
162
+ 0.008675015449523926,
163
+ 0.00856541633605957,
164
+ 0.008548934936523438,
165
+ 0.00855021572113037,
166
+ 0.009197093963623048,
167
+ 0.009068293571472168,
168
+ 0.009137093544006348,
169
+ 0.00909325408935547,
170
+ 0.009110855102539063,
171
+ 0.009141094207763672,
172
+ 0.009103653907775879,
173
+ 0.00915373420715332,
174
+ 0.00914173412322998,
175
+ 0.009123173713684082,
176
+ 0.00932861328125,
177
+ 0.009013733863830566,
178
+ 0.008473094940185546,
179
+ 0.008789734840393066,
180
+ 0.009271332740783692,
181
+ 0.00915805435180664,
182
+ 0.009109414100646973,
183
+ 0.009177574157714844,
184
+ 0.009306214332580566,
185
+ 0.008905734062194824,
186
+ 0.008912295341491698,
187
+ 0.008882855415344238,
188
+ 0.008887813568115235,
189
+ 0.008882373809814452,
190
+ 0.008889095306396484,
191
+ 0.009113574028015136,
192
+ 0.008901095390319825,
193
+ 0.008935334205627442,
194
+ 0.008226536750793456,
195
+ 0.0088654146194458,
196
+ 0.008867815017700195,
197
+ 0.008890214920043946,
198
+ 0.009021253585815429,
199
+ 0.008902533531188965,
200
+ 0.008897575378417968,
201
+ 0.008911174774169922,
202
+ 0.008901735305786133,
203
+ 0.008937414169311524,
204
+ 0.008917574882507323,
205
+ 0.008917095184326172,
206
+ 0.008930693626403809,
207
+ 0.00890237522125244,
208
+ 0.008914374351501464,
209
+ 0.008889414787292481,
210
+ 0.008904934883117676
 
 
211
  ],
212
+ "count": 58,
213
+ "total": 0.5190598011016844,
214
+ "mean": 0.008949306915546285,
215
+ "p50": 0.008924134254455566,
216
+ "p90": 0.009155030250549317,
217
+ "p95": 0.009208229780197145,
218
+ "p99": 0.009315845880508423,
219
+ "stdev": 0.00020765420193343602,
220
+ "stdev_": 2.3203383669042528
221
  },
222
  "throughput": {
223
  "unit": "tokens/s",
224
+ "value": 223.4809934304187
225
  },
226
  "energy": null,
227
  "efficiency": null
 
229
  "decode": {
230
  "memory": {
231
  "unit": "MB",
232
+ "max_ram": 1271.6032,
233
  "max_global_vram": 68702.69952,
234
+ "max_process_vram": 297849.585664,
235
  "max_reserved": 725.614592,
236
  "max_allocated": 513.257984
237
  },
238
  "latency": {
239
  "unit": "s",
240
  "values": [
241
+ 0.007996458053588867,
242
+ 0.008355015754699708,
243
+ 0.008644294738769532,
244
+ 0.008464936256408692,
245
+ 0.008498536109924317,
246
+ 0.00845533561706543,
247
+ 0.008313096046447754,
248
+ 0.008332136154174805,
249
+ 0.007927337169647216,
250
+ 0.007859978199005127,
251
+ 0.007979337215423585,
252
+ 0.008036136627197266,
253
+ 0.007959657192230225,
254
+ 0.008403016090393066,
255
+ 0.008399496078491211,
256
+ 0.008490376472473145,
257
+ 0.008520135879516602,
258
+ 0.008558534622192382,
259
+ 0.008499655723571777,
260
+ 0.00853405475616455,
261
+ 0.00850877571105957,
262
+ 0.008507975578308105,
263
+ 0.00863261604309082,
264
+ 0.00849469566345215,
265
+ 0.00792541790008545,
266
+ 0.008143177032470703,
267
+ 0.008493736267089843,
268
+ 0.00848093605041504,
269
+ 0.008651494979858398,
270
+ 0.008406696319580078,
271
+ 0.01142764663696289,
272
+ 0.008050057411193847,
273
+ 0.008072457313537597,
274
+ 0.007981417179107666,
275
+ 0.008043017387390137,
276
+ 0.007990218162536622,
277
+ 0.00801341724395752,
278
+ 0.008008776664733886,
279
+ 0.008072297096252441,
280
+ 0.008021257400512695,
281
+ 0.00799165678024292,
282
+ 0.008153257369995117,
283
+ 0.008030217170715332,
284
+ 0.008030536651611329,
285
+ 0.008024617195129395,
286
+ 0.008030217170715332,
287
+ 0.008055977821350098,
288
+ 0.008008296966552735,
289
+ 0.007975976943969726,
290
+ 0.008006696701049804,
291
+ 0.007994536876678466,
292
+ 0.008011016845703125,
293
+ 0.008015497207641602,
294
+ 0.008008136749267578,
295
+ 0.008113256454467773,
296
+ 0.008004937171936035,
297
+ 0.008018536567687988,
298
+ 0.008002376556396485
 
 
299
  ],
300
+ "count": 58,
301
+ "total": 0.4786293540000916,
302
+ "mean": 0.008252230241380889,
303
+ "p50": 0.008053017616271974,
304
+ "p90": 0.008524311542510987,
305
+ "p95": 0.008634367847442627,
306
+ "p99": 0.00984524019241333,
307
+ "stdev": 0.00048247988735494534,
308
+ "stdev_": 5.846660517729441
309
  },
310
  "throughput": {
311
  "unit": "tokens/s",
312
+ "value": 121.17936251772161
313
  },
314
  "energy": null,
315
  "efficiency": null
 
319
  "latency": {
320
  "unit": "s",
321
  "values": [
322
+ 0.007491979122161865,
323
+ 0.007834376811981202,
324
+ 0.008032297134399414,
325
+ 0.00787949800491333,
326
+ 0.007923818111419678,
327
+ 0.007910057067871094,
328
+ 0.007820938110351562,
329
+ 0.007810536861419678,
330
+ 0.007414699077606201,
331
+ 0.007331339836120605,
332
+ 0.007483818054199219,
333
+ 0.007569738864898682,
334
+ 0.0074390192031860355,
335
+ 0.007867018222808837,
336
+ 0.007835497856140137,
337
+ 0.007918057918548584,
338
+ 0.007924296855926515,
339
+ 0.007882216930389404,
340
+ 0.007881897926330567,
341
+ 0.007934057235717773,
342
+ 0.00793021821975708,
343
+ 0.007927977085113525,
344
+ 0.008039338111877441,
345
+ 0.007974057197570801,
346
+ 0.007435819149017334,
347
+ 0.007563498973846436,
348
+ 0.00789485788345337,
349
+ 0.007902857780456542,
350
+ 0.008047977447509765,
351
+ 0.007904458045959472,
352
+ 0.0108273286819458,
353
+ 0.007599977970123291,
354
+ 0.007644299030303955,
355
+ 0.007575498104095459,
356
+ 0.007599818229675293,
357
+ 0.007561419010162353,
358
+ 0.0075918188095092775,
359
+ 0.0075908579826354985,
360
+ 0.007610538005828857,
361
+ 0.007602377891540528,
362
+ 0.007561899185180664,
363
+ 0.007738378047943115,
364
+ 0.007589259147644043,
365
+ 0.007582218170166016,
366
+ 0.007574538230895996,
367
+ 0.007592778205871582,
368
+ 0.007608619213104248,
369
+ 0.007581577777862549,
370
+ 0.007556777954101562,
371
+ 0.007579018115997314,
372
+ 0.007564458847045898,
373
+ 0.007590377807617187,
374
+ 0.00758637809753418,
375
+ 0.007581418991088868,
376
+ 0.007703978061676026,
377
+ 0.00757853889465332,
378
+ 0.007592778205871582,
379
+ 0.007585097789764404
 
 
380
  ],
381
+ "count": 58,
382
+ "total": 0.4497582435607908,
383
+ "mean": 0.007754452475186052,
384
+ "p50": 0.007601177930831909,
385
+ "p90": 0.007931369924545288,
386
+ "p95": 0.008033353281021118,
387
+ "p99": 0.009243098478317259,
388
+ "stdev": 0.00044529116414161203,
389
+ "stdev_": 5.742393361317598
390
  },
391
  "throughput": {
392
  "unit": "tokens/s",
393
+ "value": 128.95816992881979
394
  },
395
  "energy": null,
396
  "efficiency": null