Hugging Face's logo

Datasets:
IlyasMoutawwakil
/
benchmarks

Dataset card Files Community
IlyasMoutawwakil HF staff commited on
Commit
99de73e
•
1 Parent(s): 7daac2c

Upload bert-base-uncased-feature-extraction-onnxruntime-2024-09-25-13-32-46/benchmark.json with huggingface_hub

Browse files
Files changed (1) hide show
  1. bert-base-uncased-feature-extraction-onnxruntime-2024-09-25-13-32-46/benchmark.json +511 -0
bert-base-uncased-feature-extraction-onnxruntime-2024-09-25-13-32-46/benchmark.json ADDED
@@ -0,0 +1,511 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "config": {
3
+ "name": "bert-base-uncased-feature-extraction-onnxruntime-2024-09-25-13-32-46",
4
+ "backend": {
5
+ "name": "onnxruntime",
6
+ "version": "ort:1.19.2",
7
+ "_target_": "optimum_benchmark.backends.onnxruntime.backend.ORTBackend",
8
+ "task": "feature-extraction",
9
+ "library": "transformers",
10
+ "model_type": "bert",
11
+ "model": "bert-base-uncased",
12
+ "processor": "bert-base-uncased",
13
+ "device": "cpu",
14
+ "device_ids": null,
15
+ "seed": 42,
16
+ "inter_op_num_threads": null,
17
+ "intra_op_num_threads": null,
18
+ "model_kwargs": {},
19
+ "processor_kwargs": {},
20
+ "no_weights": false,
21
+ "export": true,
22
+ "use_cache": true,
23
+ "use_merged": true,
24
+ "torch_dtype": "float32",
25
+ "provider": "CPUExecutionProvider",
26
+ "provider_options": {},
27
+ "use_io_binding": true,
28
+ "session_options": {},
29
+ "auto_optimization": null,
30
+ "auto_optimization_config": {},
31
+ "auto_quantization": null,
32
+ "auto_quantization_config": {},
33
+ "auto_calibration": null,
34
+ "auto_calibration_config": {},
35
+ "optimization": false,
36
+ "optimization_config": {},
37
+ "quantization": false,
38
+ "quantization_config": {},
39
+ "calibration": false,
40
+ "calibration_config": {}
41
+ },
42
+ "scenario": {
43
+ "name": "inference",
44
+ "_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
45
+ "iterations": 10,
46
+ "duration": 10,
47
+ "warmup_runs": 10,
48
+ "input_shapes": {
49
+ "batch_size": 2,
50
+ "num_choices": 2,
51
+ "sequence_length": 16
52
+ },
53
+ "new_tokens": null,
54
+ "memory": false,
55
+ "latency": true,
56
+ "energy": false,
57
+ "forward_kwargs": {},
58
+ "generate_kwargs": {},
59
+ "call_kwargs": {}
60
+ },
61
+ "launcher": {
62
+ "name": "process",
63
+ "_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
64
+ "device_isolation": false,
65
+ "device_isolation_action": null,
66
+ "numactl": true,
67
+ "numactl_kwargs": "",
68
+ "start_method": "spawn"
69
+ },
70
+ "environment": {
71
+ "cpu": " 12th Gen Intel(R) Core(TM) i9-12900H",
72
+ "cpu_count": 20,
73
+ "cpu_ram_mb": 8162.504704,
74
+ "system": "Linux",
75
+ "machine": "x86_64",
76
+ "platform": "Linux-5.15.153.1-microsoft-standard-WSL2-x86_64-with-glibc2.35",
77
+ "processor": "x86_64",
78
+ "python_version": "3.9.16",
79
+ "gpu": [
80
+ "NVIDIA GeForce RTX 3070 Ti Laptop GPU"
81
+ ],
82
+ "gpu_count": 1,
83
+ "gpu_vram_mb": 8589934592,
84
+ "optimum_benchmark_version": "0.5.0",
85
+ "optimum_benchmark_commit": null,
86
+ "transformers_version": "4.39.3",
87
+ "transformers_commit": null,
88
+ "accelerate_version": "0.22.0",
89
+ "accelerate_commit": null,
90
+ "diffusers_version": "0.30.3",
91
+ "diffusers_commit": null,
92
+ "optimum_version": "1.22.0",
93
+ "optimum_commit": null,
94
+ "timm_version": null,
95
+ "timm_commit": null,
96
+ "peft_version": "0.5.0",
97
+ "peft_commit": null
98
+ }
99
+ },
100
+ "report": {
101
+ "load": {
102
+ "memory": null,
103
+ "latency": {
104
+ "unit": "s",
105
+ "count": 1,
106
+ "total": 16.63097610800105,
107
+ "mean": 16.63097610800105,
108
+ "stdev": 0.0,
109
+ "p50": 16.63097610800105,
110
+ "p90": 16.63097610800105,
111
+ "p95": 16.63097610800105,
112
+ "p99": 16.63097610800105,
113
+ "values": [
114
+ 16.63097610800105
115
+ ]
116
+ },
117
+ "throughput": null,
118
+ "energy": null,
119
+ "efficiency": null
120
+ },
121
+ "forward": {
122
+ "memory": null,
123
+ "latency": {
124
+ "unit": "s",
125
+ "count": 367,
126
+ "total": 9.993925927021337,
127
+ "mean": 0.027231405795698466,
128
+ "stdev": 0.00443866574064995,
129
+ "p50": 0.02627103000122588,
130
+ "p90": 0.030247194399271395,
131
+ "p95": 0.03327310739878157,
132
+ "p99": 0.0428825336202135,
133
+ "values": [
134
+ 0.027980766997643514,
135
+ 0.030331571000715485,
136
+ 0.026166147999902023,
137
+ 0.027227343001868576,
138
+ 0.02603892899787752,
139
+ 0.024683168001502054,
140
+ 0.027704724998329766,
141
+ 0.027578723998885835,
142
+ 0.026915458001894876,
143
+ 0.02857412400044268,
144
+ 0.02588939800261869,
145
+ 0.027516920999914873,
146
+ 0.026977628000167897,
147
+ 0.027347138999175513,
148
+ 0.0266743710017181,
149
+ 0.029887067001254763,
150
+ 0.027215916001296137,
151
+ 0.02853270900232019,
152
+ 0.027650047002680367,
153
+ 0.02885104500091984,
154
+ 0.02721850799935055,
155
+ 0.02769606299989391,
156
+ 0.02969877999930759,
157
+ 0.024714933999348432,
158
+ 0.024909692001529038,
159
+ 0.024288582000735914,
160
+ 0.02521776499997941,
161
+ 0.025997095999628073,
162
+ 0.025968288999138167,
163
+ 0.025878860000375425,
164
+ 0.024043458000960527,
165
+ 0.025062118998903316,
166
+ 0.025609424999856856,
167
+ 0.024505549001332838,
168
+ 0.02612931700059562,
169
+ 0.025981130998843582,
170
+ 0.024333097000635462,
171
+ 0.025862586000584997,
172
+ 0.02403187900199555,
173
+ 0.02536616799989133,
174
+ 0.025816990997554967,
175
+ 0.02629584900205373,
176
+ 0.02503441000226303,
177
+ 0.02601713500189362,
178
+ 0.024128362998453667,
179
+ 0.02519621899773483,
180
+ 0.02610970699970494,
181
+ 0.0245287340003415,
182
+ 0.02440193700022064,
183
+ 0.025826982000580756,
184
+ 0.024601876000815537,
185
+ 0.02398544899915578,
186
+ 0.026487087001441978,
187
+ 0.02566883500185213,
188
+ 0.02548540099815,
189
+ 0.02658836900081951,
190
+ 0.025612314999307273,
191
+ 0.02804455300065456,
192
+ 0.027079555999080185,
193
+ 0.024837314998876536,
194
+ 0.0259438949979085,
195
+ 0.025435153998841997,
196
+ 0.02514088700263528,
197
+ 0.025774882997211535,
198
+ 0.025476980001258198,
199
+ 0.02626891999898362,
200
+ 0.025433203001739457,
201
+ 0.025132033002591925,
202
+ 0.025465266000537667,
203
+ 0.024591526998847257,
204
+ 0.02482319399859989,
205
+ 0.02397981499962043,
206
+ 0.023909652001748327,
207
+ 0.024858280001353705,
208
+ 0.023829650999687146,
209
+ 0.024569177003286313,
210
+ 0.02344333499786444,
211
+ 0.02564670600258978,
212
+ 0.023882434001279762,
213
+ 0.02319008899939945,
214
+ 0.02315196599738556,
215
+ 0.02556917599940789,
216
+ 0.024336409001989523,
217
+ 0.026335367001593113,
218
+ 0.02504821299953619,
219
+ 0.024600467000709614,
220
+ 0.02496120399882784,
221
+ 0.024869721997674787,
222
+ 0.024964720996649703,
223
+ 0.025660300998424646,
224
+ 0.026756917002785485,
225
+ 0.026786569000250893,
226
+ 0.027829875998577336,
227
+ 0.025706794000143418,
228
+ 0.024672112998814555,
229
+ 0.02530747999844607,
230
+ 0.02590886400139425,
231
+ 0.024874624999938533,
232
+ 0.023746664002828766,
233
+ 0.023725778999505565,
234
+ 0.025406616001419025,
235
+ 0.024570923000283074,
236
+ 0.024530624999897555,
237
+ 0.02504621399930329,
238
+ 0.029518708000978222,
239
+ 0.02371091900204192,
240
+ 0.023325034002482425,
241
+ 0.02331857999888598,
242
+ 0.023897827999462606,
243
+ 0.025422954000532627,
244
+ 0.025559216999681666,
245
+ 0.02465129399934085,
246
+ 0.026415929998620413,
247
+ 0.02659169800244854,
248
+ 0.025926630998583278,
249
+ 0.026151877998927375,
250
+ 0.025708137000037823,
251
+ 0.024755032998655224,
252
+ 0.025529595000989502,
253
+ 0.02421339799911948,
254
+ 0.022425294999266043,
255
+ 0.022875066999404225,
256
+ 0.024278026998217683,
257
+ 0.02503190499919583,
258
+ 0.024956299999757903,
259
+ 0.028717558001517318,
260
+ 0.025916480000887532,
261
+ 0.027688591999321943,
262
+ 0.025500308998744003,
263
+ 0.023425769999448676,
264
+ 0.027342462999513373,
265
+ 0.023983271999895805,
266
+ 0.02470169799926225,
267
+ 0.02548589399884804,
268
+ 0.026256248998834053,
269
+ 0.02478334899933543,
270
+ 0.024173333000362618,
271
+ 0.024688096000318183,
272
+ 0.026579575998766813,
273
+ 0.02432196500012651,
274
+ 0.027079169998614816,
275
+ 0.02520541699777823,
276
+ 0.02396186500118347,
277
+ 0.025936373000149615,
278
+ 0.029339889999391744,
279
+ 0.028257648002181668,
280
+ 0.026702828999987105,
281
+ 0.025058549999812385,
282
+ 0.025778565999644343,
283
+ 0.027270590999251,
284
+ 0.02626388600037899,
285
+ 0.022131263998744544,
286
+ 0.02509019600256579,
287
+ 0.025941228999727173,
288
+ 0.02657229800024652,
289
+ 0.026670938001188915,
290
+ 0.027465777999168495,
291
+ 0.02532844499728526,
292
+ 0.025344254001538502,
293
+ 0.02589197799898102,
294
+ 0.024187635000998853,
295
+ 0.02379931199902785,
296
+ 0.02493546199912089,
297
+ 0.026939266001136275,
298
+ 0.026804252000147244,
299
+ 0.02488252399780322,
300
+ 0.02494845500041265,
301
+ 0.027974669999821344,
302
+ 0.02876484099761001,
303
+ 0.02752713000154472,
304
+ 0.07441501300127129,
305
+ 0.042734449001727626,
306
+ 0.03213895500084618,
307
+ 0.033754654999938793,
308
+ 0.02967320199968526,
309
+ 0.02883254699918325,
310
+ 0.029291937997186324,
311
+ 0.026920113999949535,
312
+ 0.02837725100107491,
313
+ 0.028488833999290364,
314
+ 0.02964621499995701,
315
+ 0.027595050996751525,
316
+ 0.029354328999033896,
317
+ 0.03182854899932863,
318
+ 0.031812838999030646,
319
+ 0.03531134500008193,
320
+ 0.02861273400048958,
321
+ 0.02627103000122588,
322
+ 0.025847944998531602,
323
+ 0.026339747000747593,
324
+ 0.02466907199777779,
325
+ 0.02488912899934803,
326
+ 0.024503553999238648,
327
+ 0.025053956000192557,
328
+ 0.025671442999737337,
329
+ 0.027029395001591183,
330
+ 0.026370876999862958,
331
+ 0.031083584002772113,
332
+ 0.032389145002525765,
333
+ 0.04717493000134709,
334
+ 0.029012637998675928,
335
+ 0.04122748000008869,
336
+ 0.02638987699901918,
337
+ 0.02824354600306833,
338
+ 0.0279056559993478,
339
+ 0.026993445000698557,
340
+ 0.03242174699698808,
341
+ 0.027635238999209832,
342
+ 0.02741425600106595,
343
+ 0.02762934600104927,
344
+ 0.026655865000066115,
345
+ 0.02550291700026719,
346
+ 0.02721321300123236,
347
+ 0.027314385999488877,
348
+ 0.026400180999189615,
349
+ 0.027407860001403606,
350
+ 0.02436053200290189,
351
+ 0.02470248399913544,
352
+ 0.02586607899866067,
353
+ 0.026412838000396732,
354
+ 0.02643875499779824,
355
+ 0.02675580700088176,
356
+ 0.026900466000370216,
357
+ 0.02728777800075477,
358
+ 0.029890728001191746,
359
+ 0.028754375998687465,
360
+ 0.027452891001303215,
361
+ 0.02615307800078881,
362
+ 0.026220167997962562,
363
+ 0.026717468001152156,
364
+ 0.02733636500124703,
365
+ 0.027712608000001637,
366
+ 0.027666297999530798,
367
+ 0.02713818399934098,
368
+ 0.027148124001541873,
369
+ 0.027605014998698607,
370
+ 0.028541662999487016,
371
+ 0.02726734199677594,
372
+ 0.026954376000503544,
373
+ 0.028196115999890026,
374
+ 0.027434642001026077,
375
+ 0.030914491002477007,
376
+ 0.028578033998201136,
377
+ 0.030626938001660164,
378
+ 0.030313534000015352,
379
+ 0.030675780999445124,
380
+ 0.03494418500122265,
381
+ 0.034522780999395764,
382
+ 0.03311210599713377,
383
+ 0.03139099799955147,
384
+ 0.034963787999004126,
385
+ 0.03776172700236202,
386
+ 0.031715523000457324,
387
+ 0.02903381000214722,
388
+ 0.02916629899846157,
389
+ 0.029925103001005482,
390
+ 0.03976905200033798,
391
+ 0.04240565100189997,
392
+ 0.04316999199727434,
393
+ 0.033943285001441836,
394
+ 0.03387924200069392,
395
+ 0.02813175400297041,
396
+ 0.03500083499966422,
397
+ 0.04132753800149658,
398
+ 0.06165187800070271,
399
+ 0.03007745500144665,
400
+ 0.02963831300075981,
401
+ 0.028956895002920646,
402
+ 0.027571047998208087,
403
+ 0.025705423002364114,
404
+ 0.025115418000495993,
405
+ 0.028350828997645294,
406
+ 0.02845376900222618,
407
+ 0.028219265001098393,
408
+ 0.027286816999549046,
409
+ 0.027333772002748447,
410
+ 0.02832801600015955,
411
+ 0.028730826001265086,
412
+ 0.02647689200239256,
413
+ 0.026964865002810257,
414
+ 0.024208511000324506,
415
+ 0.026663003001885954,
416
+ 0.025365220000821864,
417
+ 0.028246314002899453,
418
+ 0.029543810996983666,
419
+ 0.025458952997723827,
420
+ 0.026732058999186847,
421
+ 0.025940801999240648,
422
+ 0.026791659998707473,
423
+ 0.02522850499735796,
424
+ 0.024238432000856847,
425
+ 0.025943668002582854,
426
+ 0.026843815001484472,
427
+ 0.026008818000264,
428
+ 0.025569930996425683,
429
+ 0.025302280999312643,
430
+ 0.02565455900185043,
431
+ 0.02490107600169722,
432
+ 0.025086262001423165,
433
+ 0.027558493002288742,
434
+ 0.02712606500062975,
435
+ 0.02691537400096422,
436
+ 0.025141448000795208,
437
+ 0.02610458699928131,
438
+ 0.025880368000798626,
439
+ 0.02744526400056202,
440
+ 0.027702123999915784,
441
+ 0.02589236999847344,
442
+ 0.026907105999271153,
443
+ 0.027270184000371955,
444
+ 0.026275932999851648,
445
+ 0.02552285599813331,
446
+ 0.028712265000649495,
447
+ 0.027451547000964638,
448
+ 0.025873442998999963,
449
+ 0.025635405003413325,
450
+ 0.026929272997222142,
451
+ 0.02730183500170824,
452
+ 0.030995880002592457,
453
+ 0.029879352001444204,
454
+ 0.032254998997814255,
455
+ 0.03156212999965646,
456
+ 0.03239427199878264,
457
+ 0.029544552002334967,
458
+ 0.03334210799948778,
459
+ 0.030044401999475667,
460
+ 0.02621613500014064,
461
+ 0.02757327699873713,
462
+ 0.026489757998206187,
463
+ 0.02792249900085153,
464
+ 0.028999371999816503,
465
+ 0.026444515999173746,
466
+ 0.02555695200135233,
467
+ 0.026436128999193897,
468
+ 0.025522019001073204,
469
+ 0.026786368998727994,
470
+ 0.02487510100036161,
471
+ 0.02579662400239613,
472
+ 0.025723718001245288,
473
+ 0.026499979001528118,
474
+ 0.02447600099912961,
475
+ 0.026983235002262518,
476
+ 0.026419010002427967,
477
+ 0.024864201001037145,
478
+ 0.026109956997970585,
479
+ 0.02421187599975383,
480
+ 0.02419578799890587,
481
+ 0.02437311299945577,
482
+ 0.02455327200004831,
483
+ 0.02536397699805093,
484
+ 0.024773755998467095,
485
+ 0.025584870996681275,
486
+ 0.024018995001824806,
487
+ 0.024679480997292558,
488
+ 0.02491790899875923,
489
+ 0.02400930099975085,
490
+ 0.024486134003382176,
491
+ 0.025380702998518245,
492
+ 0.0242855119977321,
493
+ 0.02309446299841511,
494
+ 0.023672882998653222,
495
+ 0.03020296799877542,
496
+ 0.028767821997462306,
497
+ 0.02578060199812171,
498
+ 0.025714088998938678,
499
+ 0.02687611500005005,
500
+ 0.026349533000029624
501
+ ]
502
+ },
503
+ "throughput": {
504
+ "unit": "samples/s",
505
+ "value": 73.44461079258437
506
+ },
507
+ "energy": null,
508
+ "efficiency": null
509
+ }
510
+ }
511
+ }