File size: 19,450 Bytes
336316b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
{
    "config": {
        "name": "bert-base-uncased-feature-extraction-openvino-2024-09-25-13-04-07",
        "backend": {
            "name": "openvino",
            "version": "2024.4.0",
            "_target_": "optimum_benchmark.backends.openvino.backend.OVBackend",
            "task": "feature-extraction",
            "library": "transformers",
            "model_type": "bert",
            "model": "bert-base-uncased",
            "processor": "bert-base-uncased",
            "device": "cpu",
            "device_ids": null,
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "model_kwargs": {},
            "processor_kwargs": {},
            "no_weights": false,
            "export": true,
            "use_cache": true,
            "use_merged": true,
            "openvino_config": {},
            "half": false,
            "reshape": false,
            "quantization": false,
            "quantization_config": {},
            "calibration": false,
            "calibration_config": {}
        },
        "scenario": {
            "name": "inference",
            "_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
            "iterations": 10,
            "duration": 10,
            "warmup_runs": 10,
            "input_shapes": {
                "batch_size": 2,
                "num_choices": 2,
                "sequence_length": 16
            },
            "new_tokens": null,
            "memory": false,
            "latency": true,
            "energy": false,
            "forward_kwargs": {},
            "generate_kwargs": {},
            "call_kwargs": {}
        },
        "launcher": {
            "name": "process",
            "_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
            "device_isolation": false,
            "device_isolation_action": null,
            "numactl": false,
            "numactl_kwargs": "",
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " 12th Gen Intel(R) Core(TM) i9-12900H",
            "cpu_count": 20,
            "cpu_ram_mb": 8162.504704,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.15.153.1-microsoft-standard-WSL2-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.9.16",
            "gpu": [
                "NVIDIA GeForce RTX 3070 Ti Laptop GPU"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 8589934592,
            "optimum_benchmark_version": "0.5.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.39.3",
            "transformers_commit": null,
            "accelerate_version": "0.22.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.3",
            "diffusers_commit": null,
            "optimum_version": "1.22.0",
            "optimum_commit": null,
            "timm_version": null,
            "timm_commit": null,
            "peft_version": "0.5.0",
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 9.7688119250015,
                "mean": 9.7688119250015,
                "stdev": 0.0,
                "p50": 9.7688119250015,
                "p90": 9.7688119250015,
                "p95": 9.7688119250015,
                "p99": 9.7688119250015,
                "values": [
                    9.7688119250015
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 360,
                "total": 10.015750791008031,
                "mean": 0.02782152997502231,
                "stdev": 0.003451435544061276,
                "p50": 0.02691819849951571,
                "p90": 0.031229918700591955,
                "p95": 0.03607530815024802,
                "p99": 0.04142005830000931,
                "values": [
                    0.03234358599911502,
                    0.03660950899939053,
                    0.035582791999331675,
                    0.040006928000366315,
                    0.039461616001062794,
                    0.032751548000305775,
                    0.03396813600011228,
                    0.038463400000182446,
                    0.0369638459997077,
                    0.03221118999863393,
                    0.03347464000034961,
                    0.032521056000405224,
                    0.032120964000569074,
                    0.030275656999947387,
                    0.030791892000706866,
                    0.031223661000694847,
                    0.043648890999975265,
                    0.03904160199999751,
                    0.0405302639992442,
                    0.04458401100055198,
                    0.0427004940011102,
                    0.03884014700088301,
                    0.03245967699876928,
                    0.03937613199923362,
                    0.03607239200027834,
                    0.032607389000986586,
                    0.027599809000093956,
                    0.026522942000156036,
                    0.02688771400062251,
                    0.026318315998651087,
                    0.028043502001310117,
                    0.02837316200020723,
                    0.026784534000398708,
                    0.02848613600144745,
                    0.033484763000160456,
                    0.029506451999623096,
                    0.027334090998920146,
                    0.027058146000854322,
                    0.027312762998917606,
                    0.027262169000096037,
                    0.027578098000958562,
                    0.02640853800039622,
                    0.02575066699864692,
                    0.02532381300079578,
                    0.024190193000322324,
                    0.024079267001070548,
                    0.024951564000730286,
                    0.02584729999944102,
                    0.025842479999482748,
                    0.026669913000660017,
                    0.025421481999728712,
                    0.02332482599922514,
                    0.02384005400017486,
                    0.027920873000766733,
                    0.026754513000923907,
                    0.025948902000891394,
                    0.02780264399916632,
                    0.027434117000666447,
                    0.026648718001524685,
                    0.02648971700000402,
                    0.027516922000359045,
                    0.02829644799930975,
                    0.028771872999641346,
                    0.02775407199987967,
                    0.027429044999735197,
                    0.026792496999405557,
                    0.025141290001556627,
                    0.026302430000214372,
                    0.026013081000201055,
                    0.0257487669987313,
                    0.028538870999909705,
                    0.028308012000707095,
                    0.02729615600037505,
                    0.024926854001023457,
                    0.024014797001655097,
                    0.026137267999729374,
                    0.026537693000136642,
                    0.026589425000565825,
                    0.027749612998377415,
                    0.02652602099988144,
                    0.02629386899934616,
                    0.026275531999999657,
                    0.025063397999474546,
                    0.025339763998999842,
                    0.02633077500104264,
                    0.026423507000799873,
                    0.026630280999597744,
                    0.027972584000963252,
                    0.027812043999801972,
                    0.02650528000049235,
                    0.026785080999616184,
                    0.0278048910004145,
                    0.028168030999950133,
                    0.026492754999708268,
                    0.02720311099983519,
                    0.029993439999088878,
                    0.027079280000180006,
                    0.025563185999999405,
                    0.02507046599930618,
                    0.025979018999350956,
                    0.025860216999717522,
                    0.026369692999651306,
                    0.025919014000464813,
                    0.027450538000266533,
                    0.0272734109985322,
                    0.026915483998891432,
                    0.026337776998843765,
                    0.02648078399943188,
                    0.024324113999682595,
                    0.023922135998873273,
                    0.02472901799956162,
                    0.025718566999785253,
                    0.026900009001110448,
                    0.027674483999362565,
                    0.02858590399955574,
                    0.027328821999617503,
                    0.026320766999560874,
                    0.027866013999300776,
                    0.029102905999025097,
                    0.02777232199878199,
                    0.025967464000132168,
                    0.026752017000035266,
                    0.026833113999600755,
                    0.026137475000723498,
                    0.026821204999578185,
                    0.027513299999554874,
                    0.026870097000937676,
                    0.02824363599938806,
                    0.026343708999775117,
                    0.02688685599969176,
                    0.027177730000403244,
                    0.02559615300015139,
                    0.02680757499911124,
                    0.027690210001310334,
                    0.026026753999758512,
                    0.026229788998534787,
                    0.02599249000013515,
                    0.02692330299942114,
                    0.02490512700023828,
                    0.027652746000967454,
                    0.02692091300013999,
                    0.02767486900120275,
                    0.027836376000777818,
                    0.026612727999236085,
                    0.02648997500000405,
                    0.0271983349994116,
                    0.025919338000676362,
                    0.026327255000069272,
                    0.027150034000442247,
                    0.027928225999858114,
                    0.028105293999033165,
                    0.02861583900084952,
                    0.026907366000159527,
                    0.029318736000277568,
                    0.02649901999939175,
                    0.027265613998679328,
                    0.026349028999902657,
                    0.027837949000968365,
                    0.029474894001396024,
                    0.02821777999997721,
                    0.028958572998817544,
                    0.029447191998769995,
                    0.025883874999635736,
                    0.027492932000313886,
                    0.02713576899986947,
                    0.024997727001391468,
                    0.024668220999956247,
                    0.025227010999515187,
                    0.026415219999762485,
                    0.026343560000896105,
                    0.02660480500162521,
                    0.028253131999008474,
                    0.030758372000491363,
                    0.028244353999980376,
                    0.026044700000056764,
                    0.026422487999298028,
                    0.025507715999992797,
                    0.027341270999386325,
                    0.027938819999690168,
                    0.031395907999467454,
                    0.03141162300016731,
                    0.03023570400000608,
                    0.02889983199929702,
                    0.026159728000493487,
                    0.025685602999146795,
                    0.025422689999686554,
                    0.025353408000228228,
                    0.03374865699879592,
                    0.026955519999319222,
                    0.02714521099915146,
                    0.02763422200041532,
                    0.02560234100019443,
                    0.02401167799871473,
                    0.025537158000588533,
                    0.026763472000311594,
                    0.0272471600001154,
                    0.02494799700070871,
                    0.02495674800047709,
                    0.025481090000539552,
                    0.02693168699988746,
                    0.02642105699851527,
                    0.028540579998661997,
                    0.027386702999137924,
                    0.027676440000504954,
                    0.027197813000384485,
                    0.026334798998504994,
                    0.028909886999826995,
                    0.024225848999776645,
                    0.027554370999496314,
                    0.02505373799976951,
                    0.024953935999292298,
                    0.02430808499957493,
                    0.027258894999249605,
                    0.02570441900024889,
                    0.029302487999302684,
                    0.03022783599953982,
                    0.036459168999499525,
                    0.028880496000056155,
                    0.027078893999714637,
                    0.025286877000326058,
                    0.025029513000845327,
                    0.025346802000058233,
                    0.024383282001508633,
                    0.02860988499924133,
                    0.024101958000755985,
                    0.023200416000690893,
                    0.02997624599993287,
                    0.026165561001107562,
                    0.030099674999291892,
                    0.02611465999871143,
                    0.028839018999860855,
                    0.027930164000281366,
                    0.02790334199926292,
                    0.027013541999622248,
                    0.02818411400039622,
                    0.026689349999287515,
                    0.027226636999330367,
                    0.026983248000760796,
                    0.02868512300119619,
                    0.029189249999035383,
                    0.026271069998983876,
                    0.0252847700012353,
                    0.025752793999345158,
                    0.02670982999916305,
                    0.026628940999216866,
                    0.02602728800047771,
                    0.025966961999074556,
                    0.02565336999941792,
                    0.02543293599956087,
                    0.025419743000384187,
                    0.02585148900107015,
                    0.026176869001574232,
                    0.02535550799984776,
                    0.02591589700023178,
                    0.02603622000060568,
                    0.026788097000462585,
                    0.032861894000234315,
                    0.028098409000449465,
                    0.0271302770015609,
                    0.027375309999115416,
                    0.027739651000956655,
                    0.026000579999163165,
                    0.026830815000721486,
                    0.025411732000065967,
                    0.029426553001030697,
                    0.03665434700087644,
                    0.026648504001059337,
                    0.028293287999986205,
                    0.025705828000354813,
                    0.026976092000040808,
                    0.025562164000803023,
                    0.02602643800128135,
                    0.02509610200104362,
                    0.026894620001257863,
                    0.02556203799940704,
                    0.02520043199911015,
                    0.02562005300023884,
                    0.025889032000122825,
                    0.024357815000257688,
                    0.025191403001372237,
                    0.02467525499923795,
                    0.024204241000916227,
                    0.023110979998818948,
                    0.025053082999875187,
                    0.025415121999685653,
                    0.027817832000437193,
                    0.02580916300030367,
                    0.026650742000128957,
                    0.026199437999821384,
                    0.02750338400073815,
                    0.029149231000701548,
                    0.02753911000036169,
                    0.02629854000042542,
                    0.02756410300025891,
                    0.03085953700065147,
                    0.028525699000965687,
                    0.031097230001250864,
                    0.03160719399966183,
                    0.031176204998700996,
                    0.030998948001069948,
                    0.027265523000096437,
                    0.0382439400000294,
                    0.026963436999722035,
                    0.026621386999977403,
                    0.026733389000582974,
                    0.027084720000857487,
                    0.02432012300050701,
                    0.025852111999483895,
                    0.02748637399963627,
                    0.025886852999974508,
                    0.027275554999505403,
                    0.028215468000780675,
                    0.027501426000526408,
                    0.025481116001174087,
                    0.02875404500082368,
                    0.026542406998487422,
                    0.02659437600050296,
                    0.02489886699913768,
                    0.025598202999390196,
                    0.026460830000360147,
                    0.028226488999280264,
                    0.02761392499996873,
                    0.03613071499967191,
                    0.03056900299998233,
                    0.026852570999835734,
                    0.0312862379996659,
                    0.029463357999702566,
                    0.0371308970006794,
                    0.03095900799962692,
                    0.029784156000459916,
                    0.028999545000260696,
                    0.025573963999704574,
                    0.027092717000414268,
                    0.02662682100162783,
                    0.023152586001742748,
                    0.02517367400105286,
                    0.0258308960001159,
                    0.028678247001153068,
                    0.02891983199879178,
                    0.02854588300033356,
                    0.027412839999669814,
                    0.025811413001065375,
                    0.02670637699884537,
                    0.02663200200004212,
                    0.025216009000359918,
                    0.027746739999201964,
                    0.02651293800045096,
                    0.02988151600038691,
                    0.02894506399934471,
                    0.02681689800010645,
                    0.02792657400095777,
                    0.02716598200095177,
                    0.026844349999009864,
                    0.027127948000270408,
                    0.029653469999175286,
                    0.02963251099936315,
                    0.02564744499977678,
                    0.026354446999903303,
                    0.027270040000075824,
                    0.049444730999312014
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 71.88677264677986
            },
            "energy": null,
            "efficiency": null
        }
    }
}