IlyasMoutawwakil HF staff commited on
Commit
2f90a46
1 Parent(s): b257041

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

Browse files
cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json CHANGED
@@ -11,7 +11,7 @@
11
  "model": "openai-community/gpt2",
12
  "processor": "openai-community/gpt2",
13
  "device": "cuda",
14
- "device_ids": "6",
15
  "seed": 42,
16
  "inter_op_num_threads": null,
17
  "intra_op_num_threads": null,
@@ -44,9 +44,9 @@
44
  "duration": 1,
45
  "warmup_runs": 1,
46
  "input_shapes": {
47
- "batch_size": 1,
48
- "num_choices": 2,
49
- "sequence_length": 2
50
  },
51
  "new_tokens": null,
52
  "memory": true,
@@ -93,15 +93,15 @@
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,
98
- "accelerate_version": "1.0.1",
99
  "accelerate_commit": null,
100
- "diffusers_version": "0.30.3",
101
  "diffusers_commit": null,
102
  "optimum_version": null,
103
  "optimum_commit": null,
104
- "timm_version": "1.0.9",
105
  "timm_commit": null,
106
  "peft_version": "0.13.2",
107
  "peft_commit": null
@@ -110,27 +110,27 @@
110
  "log_report": true
111
  },
112
  "report": {
113
- "load": {
114
  "memory": {
115
  "unit": "MB",
116
- "max_ram": 1105.3056,
117
  "max_global_vram": 68702.69952,
118
- "max_process_vram": 4502.790144,
119
  "max_reserved": 725.614592,
120
  "max_allocated": 666.338304
121
  },
122
  "latency": {
123
  "unit": "s",
124
  "values": [
125
- 0.07608988189697266
126
  ],
127
  "count": 1,
128
- "total": 0.07608988189697266,
129
- "mean": 0.07608988189697266,
130
- "p50": 0.07608988189697266,
131
- "p90": 0.07608988189697266,
132
- "p95": 0.07608988189697266,
133
- "p99": 0.07608988189697266,
134
  "stdev": 0,
135
  "stdev_": 0
136
  },
@@ -141,90 +141,88 @@
141
  "prefill": {
142
  "memory": {
143
  "unit": "MB",
144
- "max_ram": 1271.750656,
145
  "max_global_vram": 68702.69952,
146
- "max_process_vram": 308688.891904,
147
- "max_reserved": 725.614592,
148
- "max_allocated": 513.235456
149
  },
150
  "latency": {
151
  "unit": "s",
152
  "values": [
153
- 0.007994731903076173,
154
- 0.008060173034667968,
155
- 0.008050572395324708,
156
- 0.008037291526794433,
157
- 0.00800465202331543,
158
- 0.007973772048950195,
159
- 0.008001132011413574,
160
- 0.008747693061828613,
161
- 0.009059853553771972,
162
- 0.008334253311157227,
163
- 0.008342891693115235,
164
- 0.008360013008117676,
165
- 0.008518893241882325,
166
- 0.008753613471984863,
167
- 0.008414572715759277,
168
- 0.008526573181152344,
169
- 0.008481292724609376,
170
- 0.008233451843261718,
171
- 0.008028971672058105,
172
- 0.008054411888122559,
173
- 0.008083532333374024,
174
- 0.008287853240966796,
175
- 0.008068492889404297,
176
- 0.00808305263519287,
177
- 0.008091053009033204,
178
- 0.008953293800354005,
179
- 0.009177774429321288,
180
- 0.008571852684020996,
181
- 0.009128813743591308,
182
- 0.009120654106140137,
183
- 0.008539052963256836,
184
- 0.00869809341430664,
185
- 0.008569772720336915,
186
- 0.008506732940673828,
187
- 0.00854145336151123,
188
- 0.00855553436279297,
189
- 0.008433773040771484,
190
- 0.008034571647644043,
191
- 0.008062252044677734,
192
- 0.008043211936950683,
193
- 0.008036972045898438,
194
- 0.008030252456665039,
195
- 0.008052971839904785,
196
- 0.009305773735046386,
197
- 0.00908449363708496,
198
- 0.009245293617248535,
199
- 0.009054574012756347,
200
- 0.009037134170532226,
201
- 0.009037293434143067,
202
- 0.009092973709106446,
203
- 0.009038893699645997,
204
- 0.009052014350891114,
205
- 0.009092493057250977,
206
- 0.00907137393951416,
207
- 0.009127373695373536,
208
- 0.009065293312072753,
209
- 0.009084653854370118,
210
- 0.00906705379486084,
211
- 0.009084174156188965,
212
- 0.009094894409179688,
213
- 0.009128334045410157
214
  ],
215
- "count": 61,
216
- "total": 0.5234139165878295,
217
- "mean": 0.00858055600963655,
218
- "p50": 0.008539052963256836,
219
- "p90": 0.009120654106140137,
220
- "p95": 0.009128813743591308,
221
- "p99": 0.009269485664367676,
222
- "stdev": 0.0004486055675595968,
223
- "stdev_": 5.228164317740973
224
  },
225
  "throughput": {
226
- "unit": "tokens/s",
227
- "value": 233.08512848746207
228
  },
229
  "energy": null,
230
  "efficiency": null
@@ -232,90 +230,88 @@
232
  "decode": {
233
  "memory": {
234
  "unit": "MB",
235
- "max_ram": 1271.750656,
236
  "max_global_vram": 68702.69952,
237
- "max_process_vram": 286005.784576,
238
- "max_reserved": 725.614592,
239
- "max_allocated": 513.257984
240
  },
241
  "latency": {
242
  "unit": "s",
243
  "values": [
244
- 0.007369771003723145,
245
- 0.007456490993499756,
246
- 0.007603531837463379,
247
- 0.007448331832885742,
248
- 0.0074456119537353515,
249
- 0.007379371166229248,
250
- 0.007435371875762939,
251
- 0.00840449333190918,
252
- 0.008207213401794434,
253
- 0.00778209114074707,
254
- 0.007747052192687988,
255
- 0.0077508921623229985,
256
- 0.008431532859802245,
257
- 0.007979053020477295,
258
- 0.00793425178527832,
259
- 0.007916011810302735,
260
- 0.00772625207901001,
261
- 0.007590732097625732,
262
- 0.007496811866760254,
263
- 0.007557131767272949,
264
- 0.007763051986694336,
265
- 0.007462730884552002,
266
- 0.007554891109466552,
267
- 0.007493610858917236,
268
- 0.007570411205291748,
269
- 0.008338092803955078,
270
- 0.00801505184173584,
271
- 0.007843532085418702,
272
- 0.008558093070983886,
273
- 0.007836331844329834,
274
- 0.008047532081604004,
275
- 0.00784673309326172,
276
- 0.007868331909179687,
277
- 0.007887372016906738,
278
- 0.00797777223587036,
279
- 0.008070571899414063,
280
- 0.007734571933746338,
281
- 0.007545132160186768,
282
- 0.007559212207794189,
283
- 0.007580331802368164,
284
- 0.007559051990509033,
285
- 0.007732972145080567,
286
- 0.008417452812194824,
287
- 0.008416172981262206,
288
- 0.008445293426513671,
289
- 0.008355692863464355,
290
- 0.008353452682495117,
291
- 0.008340332984924316,
292
- 0.008348333358764648,
293
- 0.008353612899780273,
294
- 0.008373932838439941,
295
- 0.008334092140197754,
296
- 0.008476813316345215,
297
- 0.008443532943725586,
298
- 0.008568332672119141,
299
- 0.00839185333251953,
300
- 0.008457612991333009,
301
- 0.008412813186645508,
302
- 0.008376973152160645,
303
- 0.008440492630004882,
304
- 0.00845393180847168
305
  ],
306
- "count": 61,
307
- "total": 0.48626810836792,
308
- "mean": 0.007971608333900327,
309
- "p50": 0.007916011810302735,
310
- "p90": 0.008443532943725586,
311
- "p95": 0.008457612991333009,
312
- "p99": 0.008562188911437988,
313
- "stdev": 0.00038529474611618256,
314
- "stdev_": 4.833337640005032
315
  },
316
  "throughput": {
317
  "unit": "tokens/s",
318
- "value": 125.44519977823882
319
  },
320
  "energy": null,
321
  "efficiency": null
@@ -325,82 +321,77 @@
325
  "latency": {
326
  "unit": "s",
327
  "values": [
328
- 0.006922730922698975,
329
- 0.006985929965972901,
330
- 0.007135691165924073,
331
- 0.00696721076965332,
332
- 0.0069464111328125,
333
- 0.006905290126800537,
334
- 0.006963050842285156,
335
- 0.007848812103271484,
336
- 0.007672492027282715,
337
- 0.007273770809173584,
338
- 0.007250091075897217,
339
- 0.00728113079071045,
340
- 0.007858091831207276,
341
- 0.007395051956176758,
342
- 0.007328650951385498,
343
- 0.007318571090698243,
344
- 0.007183210849761963,
345
- 0.0069644908905029295,
346
- 0.006951210975646972,
347
- 0.006971850872039795,
348
- 0.007193450927734375,
349
- 0.0069308910369873045,
350
- 0.007000491142272949,
351
- 0.006954569816589356,
352
- 0.006993130207061767,
353
- 0.007834732055664062,
354
- 0.007496971130371094,
355
- 0.0072388920783996585,
356
- 0.008025132179260253,
357
- 0.007360811233520508,
358
- 0.007500330924987793,
359
- 0.007312012195587158,
360
- 0.007353771209716797,
361
- 0.00741041088104248,
362
- 0.007403532028198242,
363
- 0.007491051197052002,
364
- 0.0071393709182739256,
365
- 0.006992331027984619,
366
- 0.00698081111907959,
367
- 0.007003530979156494,
368
- 0.0069950509071350095,
369
- 0.007100171089172364,
370
- 0.0077729721069335934,
371
- 0.007827052116394043,
372
- 0.007884332180023193,
373
- 0.00782017183303833,
374
- 0.007813451766967773,
375
- 0.007829291820526123,
376
- 0.007848971843719483,
377
- 0.007839531898498535,
378
- 0.007838891983032227,
379
- 0.00777921199798584,
380
- 0.00793569278717041,
381
- 0.007902731895446777,
382
- 0.008024493217468261,
383
- 0.007851371765136719,
384
- 0.007904491901397704,
385
- 0.007850572109222412,
386
- 0.007853611946105957,
387
- 0.007880971908569337,
388
- 0.007900492191314697
389
  ],
390
- "count": 61,
391
- "total": 0.45319349670410175,
392
- "mean": 0.00742940158531314,
393
- "p50": 0.007360811233520508,
394
- "p90": 0.007884332180023193,
395
- "p95": 0.007904491901397704,
396
- "p99": 0.008024748802185058,
397
- "stdev": 0.0003790862901444356,
398
- "stdev_": 5.10251445949341
399
- },
400
- "throughput": {
401
- "unit": "tokens/s",
402
- "value": 134.6003427755011
403
  },
 
404
  "energy": null,
405
  "efficiency": null
406
  }
 
11
  "model": "openai-community/gpt2",
12
  "processor": "openai-community/gpt2",
13
  "device": "cuda",
14
+ "device_ids": "5",
15
  "seed": 42,
16
  "inter_op_num_threads": null,
17
  "intra_op_num_threads": null,
 
44
  "duration": 1,
45
  "warmup_runs": 1,
46
  "input_shapes": {
47
+ "batch_size": 2,
48
+ "sequence_length": 16,
49
+ "num_choices": 2
50
  },
51
  "new_tokens": null,
52
  "memory": true,
 
93
  "gpu_vram_mb": 549621596160,
94
  "optimum_benchmark_version": "0.5.0.dev0",
95
  "optimum_benchmark_commit": null,
96
+ "transformers_version": "4.46.3",
97
  "transformers_commit": null,
98
+ "accelerate_version": "1.1.1",
99
  "accelerate_commit": null,
100
+ "diffusers_version": "0.31.0",
101
  "diffusers_commit": null,
102
  "optimum_version": null,
103
  "optimum_commit": null,
104
+ "timm_version": "1.0.11",
105
  "timm_commit": null,
106
  "peft_version": "0.13.2",
107
  "peft_commit": null
 
110
  "log_report": true
111
  },
112
  "report": {
113
+ "load_model": {
114
  "memory": {
115
  "unit": "MB",
116
+ "max_ram": 1109.884928,
117
  "max_global_vram": 68702.69952,
118
+ "max_process_vram": 4997.79584,
119
  "max_reserved": 725.614592,
120
  "max_allocated": 666.338304
121
  },
122
  "latency": {
123
  "unit": "s",
124
  "values": [
125
+ 0.09667758178710938
126
  ],
127
  "count": 1,
128
+ "total": 0.09667758178710938,
129
+ "mean": 0.09667758178710938,
130
+ "p50": 0.09667758178710938,
131
+ "p90": 0.09667758178710938,
132
+ "p95": 0.09667758178710938,
133
+ "p99": 0.09667758178710938,
134
  "stdev": 0,
135
  "stdev_": 0
136
  },
 
141
  "prefill": {
142
  "memory": {
143
  "unit": "MB",
144
+ "max_ram": 1287.233536,
145
  "max_global_vram": 68702.69952,
146
+ "max_process_vram": 224962.58048,
147
+ "max_reserved": 731.906048,
148
+ "max_allocated": 529.219072
149
  },
150
  "latency": {
151
  "unit": "s",
152
  "values": [
153
+ 0.008611504554748534,
154
+ 0.00876910400390625,
155
+ 0.008783184051513671,
156
+ 0.008785903930664063,
157
+ 0.008792143821716308,
158
+ 0.008788944244384766,
159
+ 0.008790703773498535,
160
+ 0.008828304290771484,
161
+ 0.008792144775390625,
162
+ 0.008774703979492187,
163
+ 0.008782383918762206,
164
+ 0.0087847843170166,
165
+ 0.008796143531799316,
166
+ 0.008925904273986816,
167
+ 0.008785264015197754,
168
+ 0.008843024253845215,
169
+ 0.008788304328918457,
170
+ 0.00884046459197998,
171
+ 0.009953581809997558,
172
+ 0.009867341995239257,
173
+ 0.009851181983947754,
174
+ 0.00921582317352295,
175
+ 0.00913742446899414,
176
+ 0.009408462524414062,
177
+ 0.009961421966552735,
178
+ 0.009330544471740723,
179
+ 0.008868783950805663,
180
+ 0.00883614444732666,
181
+ 0.008815024375915527,
182
+ 0.008791343688964844,
183
+ 0.008849743843078614,
184
+ 0.008868304252624512,
185
+ 0.008816464424133301,
186
+ 0.008813103675842286,
187
+ 0.008887344360351563,
188
+ 0.008857904434204101,
189
+ 0.008878704071044921,
190
+ 0.008812784194946289,
191
+ 0.008748144149780273,
192
+ 0.008768783569335938,
193
+ 0.008829903602600098,
194
+ 0.008777745246887207,
195
+ 0.00884382438659668,
196
+ 0.008754063606262207,
197
+ 0.00878974437713623,
198
+ 0.008899824142456055,
199
+ 0.008855824470520019,
200
+ 0.008782544136047364,
201
+ 0.008819025039672851,
202
+ 0.008767663955688476,
203
+ 0.008807344436645508,
204
+ 0.008816464424133301,
205
+ 0.00882414436340332,
206
+ 0.008788463592529296,
207
+ 0.008800623893737793,
208
+ 0.008820943832397461,
209
+ 0.008778223991394043,
210
+ 0.008782064437866211,
211
+ 0.008822064399719238
 
 
212
  ],
213
+ "count": 59,
214
+ "total": 0.5259617748260497,
215
+ "mean": 0.008914606352983894,
216
+ "p50": 0.008815024375915527,
217
+ "p90": 0.009238767433166505,
218
+ "p95": 0.009852797985076904,
219
+ "p99": 0.009956874675750732,
220
+ "stdev": 0.00029700131336387854,
221
+ "stdev_": 3.331625666953498
222
  },
223
  "throughput": {
224
+ "unit": "samples/s",
225
+ "value": 224.35090466227493
226
  },
227
  "energy": null,
228
  "efficiency": null
 
230
  "decode": {
231
  "memory": {
232
  "unit": "MB",
233
+ "max_ram": 1287.24992,
234
  "max_global_vram": 68702.69952,
235
+ "max_process_vram": 287672.410112,
236
+ "max_reserved": 731.906048,
237
+ "max_allocated": 529.219584
238
  },
239
  "latency": {
240
  "unit": "s",
241
  "values": [
242
+ 0.007751666069030762,
243
+ 0.007804306030273438,
244
+ 0.007844786167144775,
245
+ 0.008123665809631348,
246
+ 0.0077987060546875,
247
+ 0.007873586177825928,
248
+ 0.007883666038513183,
249
+ 0.007960305213928223,
250
+ 0.007953104972839355,
251
+ 0.007988626003265381,
252
+ 0.007965906143188477,
253
+ 0.007902865886688232,
254
+ 0.00797502613067627,
255
+ 0.008024305343627929,
256
+ 0.007931665897369385,
257
+ 0.008028306007385255,
258
+ 0.007934225082397462,
259
+ 0.008242384910583496,
260
+ 0.008776944160461425,
261
+ 0.008915504455566407,
262
+ 0.008161266326904297,
263
+ 0.008177905082702637,
264
+ 0.008840784072875977,
265
+ 0.008810864448547364,
266
+ 0.008739504814147949,
267
+ 0.008165104866027832,
268
+ 0.007978705883026124,
269
+ 0.00795998477935791,
270
+ 0.00801374626159668,
271
+ 0.007961746215820312,
272
+ 0.007919506072998047,
273
+ 0.007949265003204345,
274
+ 0.008024625778198242,
275
+ 0.007931506156921387,
276
+ 0.008056144714355468,
277
+ 0.008033266067504883,
278
+ 0.0079931058883667,
279
+ 0.008040624618530274,
280
+ 0.008042705535888673,
281
+ 0.008014065742492676,
282
+ 0.007972465038299561,
283
+ 0.008037745475769043,
284
+ 0.007974545955657959,
285
+ 0.007976146221160888,
286
+ 0.007995346069335937,
287
+ 0.007986226081848145,
288
+ 0.008052946090698242,
289
+ 0.007949585914611817,
290
+ 0.007989105224609374,
291
+ 0.007917265892028808,
292
+ 0.007880946159362794,
293
+ 0.007942225933074951,
294
+ 0.00793406581878662,
295
+ 0.007945106029510499,
296
+ 0.00806846523284912,
297
+ 0.007940945148468017,
298
+ 0.007968145847320557,
299
+ 0.00790526580810547,
300
+ 0.00798046588897705
 
 
301
  ],
302
+ "count": 59,
303
+ "total": 0.47491099071502685,
304
+ "mean": 0.008049338825678421,
305
+ "p50": 0.007976146221160888,
306
+ "p90": 0.008190801048278809,
307
+ "p95": 0.00878033618927002,
308
+ "p99": 0.008872166633605958,
309
+ "stdev": 0.00024952125194848014,
310
+ "stdev_": 3.099897486641703
311
  },
312
  "throughput": {
313
  "unit": "tokens/s",
314
+ "value": 248.46761247268458
315
  },
316
  "energy": null,
317
  "efficiency": null
 
321
  "latency": {
322
  "unit": "s",
323
  "values": [
324
+ 0.007253107070922852,
325
+ 0.007300467014312744,
326
+ 0.0073161468505859376,
327
+ 0.007538547039031982,
328
+ 0.0072857470512390134,
329
+ 0.007333106994628906,
330
+ 0.007341426849365234,
331
+ 0.0073462271690368655,
332
+ 0.007362706184387207,
333
+ 0.007342226982116699,
334
+ 0.007352787017822266,
335
+ 0.007346386909484863,
336
+ 0.007364946842193604,
337
+ 0.007384466171264648,
338
+ 0.007375667095184326,
339
+ 0.007398066997528076,
340
+ 0.007372626781463623,
341
+ 0.007741586208343506,
342
+ 0.00826398468017578,
343
+ 0.008306705474853515,
344
+ 0.007657907009124756,
345
+ 0.007706225872039795,
346
+ 0.008281905174255371,
347
+ 0.008281584739685058,
348
+ 0.008251984596252442,
349
+ 0.0075345458984375,
350
+ 0.0073492670059204105,
351
+ 0.007366065979003906,
352
+ 0.007452627182006836,
353
+ 0.007348466873168946,
354
+ 0.007328627109527588,
355
+ 0.007331185817718506,
356
+ 0.007416306972503662,
357
+ 0.007359507083892822,
358
+ 0.007452146053314209,
359
+ 0.007434546947479248,
360
+ 0.007431666851043701,
361
+ 0.007439186096191406,
362
+ 0.007411187171936035,
363
+ 0.0074270272254943846,
364
+ 0.007385426044464112,
365
+ 0.007456625938415527,
366
+ 0.00735694694519043,
367
+ 0.007402387142181397,
368
+ 0.00742238712310791,
369
+ 0.007385107040405273,
370
+ 0.007436946868896484,
371
+ 0.0073284668922424315,
372
+ 0.007338706016540527,
373
+ 0.007340627193450928,
374
+ 0.007327507019042969,
375
+ 0.007339986801147461,
376
+ 0.007350226879119873,
377
+ 0.00736558723449707,
378
+ 0.007475185871124268,
379
+ 0.007346705913543701,
380
+ 0.007345907211303711,
381
+ 0.007340466976165772,
382
+ 0.007351346969604492
 
 
383
  ],
384
+ "count": 59,
385
+ "total": 0.4406854491233826,
386
+ "mean": 0.007469244900396314,
387
+ "p50": 0.007366065979003906,
388
+ "p90": 0.0077132979393005376,
389
+ "p95": 0.008265744686126708,
390
+ "p99": 0.008292321300506592,
391
+ "stdev": 0.0002614692335466008,
392
+ "stdev_": 3.5006113339880898
 
 
 
 
393
  },
394
+ "throughput": null,
395
  "energy": null,
396
  "efficiency": null
397
  }