{
    "config": {
        "name": "bert-base-uncased-feature-extraction-openvino-2024-09-25-12-56-54",
        "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": false,
            "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": 8.37813115300014,
                "mean": 8.37813115300014,
                "stdev": 0.0,
                "p50": 8.37813115300014,
                "p90": 8.37813115300014,
                "p95": 8.37813115300014,
                "p99": 8.37813115300014,
                "values": [
                    8.37813115300014
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 364,
                "total": 10.000782917002653,
                "mean": 0.02747467834341388,
                "stdev": 0.003840234916242604,
                "p50": 0.026725757000349404,
                "p90": 0.030280020899590455,
                "p95": 0.03184923174976575,
                "p99": 0.04104930755989699,
                "values": [
                    0.025479530000666273,
                    0.025563614999555284,
                    0.026865501999054686,
                    0.02529023199895164,
                    0.025533299000016996,
                    0.02713340799891739,
                    0.027992392000669497,
                    0.026830656999663915,
                    0.025574641998900915,
                    0.02566313199895376,
                    0.02811678999933065,
                    0.027404690999901504,
                    0.02802355499989062,
                    0.02568992800115666,
                    0.03185985399977653,
                    0.03212566100046388,
                    0.03369288600151776,
                    0.02859345800061419,
                    0.026680558001316967,
                    0.029689979999602656,
                    0.028136146000178996,
                    0.027430976000687224,
                    0.024774219000391895,
                    0.0263774380000541,
                    0.027942794000409776,
                    0.025876962001348147,
                    0.024723477001316496,
                    0.02705485799924645,
                    0.02647514599993883,
                    0.025217186999725527,
                    0.026319870999941486,
                    0.025964501000999007,
                    0.024336896998647717,
                    0.02709498399963195,
                    0.0289965129995835,
                    0.0311707060009212,
                    0.029818245999194914,
                    0.02846324900019681,
                    0.027912119001484825,
                    0.029622762000144576,
                    0.0264726299992617,
                    0.027115228000184288,
                    0.027965514000243274,
                    0.027441902999271406,
                    0.02518275399961567,
                    0.029621517000123276,
                    0.034077419999448466,
                    0.03631753199988452,
                    0.036461220999626676,
                    0.07513711300089199,
                    0.043653766999341315,
                    0.027802090999102802,
                    0.025678874999357504,
                    0.024370638000618783,
                    0.026337564000641578,
                    0.025238660999093554,
                    0.025669452999864006,
                    0.02558706799936772,
                    0.028311963000305695,
                    0.027683897998940665,
                    0.029302416000064113,
                    0.028463022999858367,
                    0.027462895999633474,
                    0.026316768000469892,
                    0.025021318999279174,
                    0.026375751000159653,
                    0.029116542000338086,
                    0.029031289001068217,
                    0.030493003001538455,
                    0.027611597999566584,
                    0.026868867000303,
                    0.027915886999835493,
                    0.027214066998567432,
                    0.0315775630006101,
                    0.025448192000112613,
                    0.026350954000008642,
                    0.027280255999357905,
                    0.031789038999704644,
                    0.03355588199883641,
                    0.035134928999468684,
                    0.03915697499905946,
                    0.03536896300101944,
                    0.02897142500114569,
                    0.026159808001466445,
                    0.024843081999279093,
                    0.028101150999646052,
                    0.02749876000052609,
                    0.029002058001424302,
                    0.02806067500023346,
                    0.03027527699850907,
                    0.030596779000916285,
                    0.026414558000396937,
                    0.02697993800029508,
                    0.027656835000016144,
                    0.02641965000111668,
                    0.02902632299992547,
                    0.02742125999975542,
                    0.025696996999613475,
                    0.02585184700001264,
                    0.027853474999574246,
                    0.028361917000438552,
                    0.028102379999836558,
                    0.02730437199898006,
                    0.02749633600069501,
                    0.026988155999788432,
                    0.028954485000213026,
                    0.025301809000666253,
                    0.02571632800027146,
                    0.025097952000578516,
                    0.02599542100142571,
                    0.025367851001647068,
                    0.02434130299843673,
                    0.0248133120003331,
                    0.025370100000145612,
                    0.026302685000700876,
                    0.02662029800012533,
                    0.02956823699969391,
                    0.027617210000244086,
                    0.02489055899968662,
                    0.02751007299957564,
                    0.027952832000664785,
                    0.029281840999829,
                    0.028866943999673822,
                    0.026644329000191647,
                    0.02802493799936201,
                    0.027038739001000067,
                    0.02735359699909168,
                    0.028831746998548624,
                    0.029155746000469662,
                    0.02901391299928946,
                    0.04112477399939962,
                    0.04993829100021685,
                    0.028606834001038806,
                    0.027193668000109028,
                    0.02822111500063329,
                    0.029436978000376257,
                    0.02670325999861234,
                    0.027721004000341054,
                    0.02550455900018278,
                    0.029582799001218518,
                    0.027776656999776606,
                    0.02675613199971849,
                    0.027649680001559318,
                    0.03495391199976439,
                    0.034252388000822975,
                    0.04100498600018909,
                    0.03074295999977039,
                    0.03096703299888759,
                    0.030461809001280926,
                    0.031020374000945594,
                    0.027963692000412266,
                    0.026999428000635817,
                    0.026694168998801615,
                    0.028368293000312406,
                    0.02690441899903817,
                    0.027468688000226393,
                    0.026660617000743514,
                    0.02530014699914318,
                    0.027305614999932004,
                    0.027055591001044377,
                    0.026016878999143955,
                    0.027146495998749742,
                    0.02671171600013622,
                    0.0254826159998629,
                    0.024734356000408297,
                    0.02777863399933267,
                    0.03013510500022676,
                    0.028325111999947694,
                    0.027982924999378156,
                    0.02866564200121502,
                    0.029164720999688143,
                    0.027382869000575738,
                    0.02491080000072543,
                    0.025216125999577343,
                    0.02604669199899945,
                    0.02632613300011144,
                    0.0265384409995022,
                    0.03557696700045199,
                    0.027319400998749188,
                    0.026094308999745408,
                    0.027309183999022935,
                    0.030739427000298747,
                    0.024947847001385526,
                    0.026120298000023467,
                    0.025699849999000435,
                    0.02571741100109648,
                    0.026879902001383016,
                    0.026242374000503332,
                    0.025968149999243906,
                    0.027217622999160085,
                    0.027379465998819796,
                    0.025415833999431925,
                    0.024868628999684006,
                    0.025212607000867138,
                    0.025151095000182977,
                    0.024931494999691495,
                    0.0295594160015753,
                    0.027993044001050293,
                    0.027657511998768314,
                    0.028238880000571953,
                    0.02644419900025241,
                    0.02758707199973287,
                    0.025967089999539894,
                    0.023717902999123908,
                    0.026604889000736875,
                    0.026132687999051996,
                    0.02474532199994428,
                    0.026720640000348794,
                    0.026761185999930603,
                    0.026917327999399276,
                    0.025651497999206185,
                    0.026482642999326345,
                    0.026650984000298195,
                    0.02499137699851417,
                    0.024960423999800696,
                    0.026336741999330116,
                    0.026934571998936008,
                    0.02668648100006976,
                    0.028303584000241244,
                    0.02828013100042881,
                    0.033999012999629485,
                    0.025230945000657812,
                    0.027041919000112102,
                    0.023670456999752787,
                    0.025065177000215044,
                    0.0259948090006219,
                    0.02827478700055508,
                    0.029517619999751332,
                    0.026552131999778794,
                    0.025930588999472093,
                    0.028007708000586717,
                    0.030215222999686375,
                    0.02841708200139692,
                    0.026698415000282694,
                    0.027040643000873388,
                    0.027736654001273564,
                    0.025945373001377448,
                    0.024554200999773457,
                    0.028741554999214713,
                    0.028331696001259843,
                    0.028999821000979864,
                    0.02586983500077622,
                    0.025316100000054576,
                    0.02554825900006108,
                    0.02549181500035047,
                    0.024217794998548925,
                    0.02486240399957751,
                    0.024136428999554482,
                    0.02607299600094848,
                    0.025721777999933693,
                    0.024996601001475938,
                    0.024423429000307806,
                    0.026931471000352758,
                    0.026749482000013813,
                    0.026894268999967608,
                    0.024226868999903672,
                    0.026630745000147726,
                    0.02586543500001426,
                    0.027818601000035414,
                    0.026962554999045096,
                    0.02438529899882269,
                    0.026342376000684453,
                    0.025479121999524068,
                    0.025318647998574306,
                    0.02662917300040135,
                    0.02594281600067916,
                    0.025432590000491473,
                    0.026632586999767227,
                    0.025390829001480597,
                    0.02814028499960841,
                    0.02749703699919337,
                    0.028143855999587686,
                    0.02567547999933595,
                    0.03125369800000044,
                    0.027939278001213097,
                    0.029886680000345223,
                    0.03045274499891093,
                    0.02923672299948521,
                    0.030915109000488883,
                    0.02991076400030579,
                    0.028830050001488416,
                    0.024300048000441166,
                    0.025272195000070496,
                    0.025503471999400062,
                    0.025665463999757776,
                    0.028281799000978936,
                    0.026008377999460208,
                    0.025467292000030284,
                    0.025922324999555713,
                    0.025068556000405806,
                    0.025773610999749508,
                    0.025004184999488643,
                    0.026080097999511054,
                    0.02254729500054964,
                    0.026305186000172398,
                    0.026093530999787617,
                    0.0302914759995474,
                    0.028281844999582972,
                    0.028125843000452733,
                    0.02525628400144342,
                    0.0251789039994037,
                    0.02597056199920189,
                    0.024845109999660053,
                    0.02632954000000609,
                    0.02516743800151744,
                    0.02451302199915517,
                    0.021480149000126403,
                    0.02502059600010398,
                    0.025458779999098624,
                    0.025316314000519924,
                    0.025315525999758393,
                    0.023736795999866445,
                    0.023981003998414963,
                    0.026298484999642824,
                    0.02621085799910361,
                    0.02597754700036603,
                    0.026300954001271748,
                    0.024229696000475087,
                    0.024724942000830197,
                    0.02684371800023655,
                    0.024951179999334272,
                    0.024849552999512525,
                    0.027354806999937864,
                    0.027154302999406355,
                    0.026130985001145746,
                    0.025805744000535924,
                    0.025976257000365877,
                    0.026059859999804758,
                    0.025221841999155004,
                    0.025276898999436526,
                    0.02456748599979619,
                    0.026174377999268472,
                    0.030282054000053904,
                    0.025135313999271602,
                    0.024105186999804573,
                    0.024630591999084572,
                    0.029195070999776362,
                    0.026390639000965166,
                    0.025845475998721668,
                    0.024676355000337935,
                    0.023662920999413473,
                    0.024377252000704175,
                    0.026967641000737785,
                    0.028064766000170493,
                    0.030347253999934765,
                    0.03048533299988776,
                    0.0315798529991298,
                    0.02596404900032212,
                    0.02602099399882718,
                    0.026396117000331287,
                    0.026795634999871254,
                    0.028041682999173645,
                    0.02634846700129856,
                    0.026730874000350013,
                    0.026455213999724947,
                    0.026496533000681666,
                    0.02435961399896769,
                    0.026454789000126766,
                    0.026036719000330777,
                    0.028357637000226532,
                    0.026965069999278057,
                    0.028061136001269915,
                    0.02707098399878305,
                    0.02743801699944015
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 72.79430081041994
            },
            "energy": null,
            "efficiency": null
        }
    }
}