{
    "config": {
        "name": "bert-base-uncased-feature-extraction-pytorch-2024-09-25-13-05-51",
        "backend": {
            "name": "pytorch",
            "version": "2.3.0",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "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,
            "device_map": null,
            "torch_dtype": "float32",
            "eval_mode": true,
            "to_bettertransformer": false,
            "low_cpu_mem_usage": null,
            "attn_implementation": null,
            "cache_implementation": null,
            "autocast_enabled": false,
            "autocast_dtype": null,
            "torch_compile": false,
            "torch_compile_target": "forward",
            "torch_compile_config": {},
            "quantization_scheme": null,
            "quantization_config": {},
            "deepspeed_inference": false,
            "deepspeed_inference_config": {},
            "peft_type": null,
            "peft_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": 0.243447623000975,
                "mean": 0.243447623000975,
                "stdev": 0.0,
                "p50": 0.243447623000975,
                "p90": 0.243447623000975,
                "p95": 0.243447623000975,
                "p99": 0.243447623000975,
                "values": [
                    0.243447623000975
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 251,
                "total": 10.025767425000595,
                "mean": 0.03994329651394659,
                "stdev": 0.006795598961452563,
                "p50": 0.03892265899958147,
                "p90": 0.046723460998691735,
                "p95": 0.049488473000565136,
                "p99": 0.056767529499666125,
                "values": [
                    0.04140967999956047,
                    0.04426534000049287,
                    0.04335521500070172,
                    0.040721633999055484,
                    0.0360065040003974,
                    0.037973784001223976,
                    0.04303117900053621,
                    0.04336507799962419,
                    0.04171342300105607,
                    0.041276488000221434,
                    0.0356128589992295,
                    0.03170641699944099,
                    0.03539822200036724,
                    0.04311604999929841,
                    0.04647790800117946,
                    0.037890878000325756,
                    0.041082616000494454,
                    0.03693612799906987,
                    0.037327888001527754,
                    0.038629034999758005,
                    0.03502888499861001,
                    0.03781679500025348,
                    0.040340092000406,
                    0.041923441998733324,
                    0.040371756000240566,
                    0.03646165799909795,
                    0.036042644000190194,
                    0.03979371599962178,
                    0.03652547000092454,
                    0.03392184900076245,
                    0.036356615000840975,
                    0.03358583899898804,
                    0.037602166999931796,
                    0.039822196999011794,
                    0.04255021799872338,
                    0.04128097899956629,
                    0.041168256000673864,
                    0.033279563000178314,
                    0.034441255000274396,
                    0.033010647999617504,
                    0.03464433400040434,
                    0.03915756700007478,
                    0.03230477000033716,
                    0.03352403600001708,
                    0.03273983800136193,
                    0.03899787299997115,
                    0.034191196000392665,
                    0.03291846399952192,
                    0.03728161799881491,
                    0.03874241599987727,
                    0.036969364000469795,
                    0.036796088999835774,
                    0.047879998999633244,
                    0.03528849100075604,
                    0.0398191019994556,
                    0.03806472099859093,
                    0.03676271600124892,
                    0.03661760799877811,
                    0.038339115999406204,
                    0.036128809000729234,
                    0.034755548998873564,
                    0.036648842000431614,
                    0.0352679090010497,
                    0.03331106599944178,
                    0.03546584899959271,
                    0.03424188000099093,
                    0.03408887399928062,
                    0.04515426200123329,
                    0.041802026998993824,
                    0.043356960000892286,
                    0.03630857899952389,
                    0.03299766900090617,
                    0.038977047999651404,
                    0.053462158000911586,
                    0.041908918999979505,
                    0.04597193299923674,
                    0.0501673100006883,
                    0.03997264999998151,
                    0.08097437600008561,
                    0.04790816100103257,
                    0.04785499599893228,
                    0.04033438300029957,
                    0.03732819099968765,
                    0.036809348999668146,
                    0.04489737499898183,
                    0.05129487399972277,
                    0.04555075099960959,
                    0.03893319800044992,
                    0.034023103000436095,
                    0.03357020399926114,
                    0.03668714000014006,
                    0.032928486998571316,
                    0.040037583999946946,
                    0.05231058000026678,
                    0.044693247000395786,
                    0.040996794999955455,
                    0.03531728500092868,
                    0.03595876600047632,
                    0.034573072000057437,
                    0.03645827899890719,
                    0.04093122899939772,
                    0.04630876699957298,
                    0.04534182899988082,
                    0.04195916299977398,
                    0.0402147929999046,
                    0.04531697600032203,
                    0.03437311000016052,
                    0.036727998000060325,
                    0.04401456699997652,
                    0.040451363998727174,
                    0.03397782200045185,
                    0.04020345599928987,
                    0.03973420700094721,
                    0.03689013100120064,
                    0.04254719199889223,
                    0.04168791099982627,
                    0.034324019001360284,
                    0.04248134400040726,
                    0.040693760000067414,
                    0.03597001900016039,
                    0.036513775999992504,
                    0.03342521999911696,
                    0.04059156599942071,
                    0.03050467200046114,
                    0.03552321400093206,
                    0.03837382999881811,
                    0.03971367299891426,
                    0.04159295300087251,
                    0.03961526100101764,
                    0.03492181799992977,
                    0.033771775000786874,
                    0.04892243099857296,
                    0.04159555099977297,
                    0.03360729799896944,
                    0.03765634999945178,
                    0.03422505999878922,
                    0.032780204001028324,
                    0.03427113200086751,
                    0.03120312200007902,
                    0.03583974399953149,
                    0.03930401500110747,
                    0.03858250899975246,
                    0.037816969999767025,
                    0.03552929900070012,
                    0.0365712259990687,
                    0.035685250999449636,
                    0.04068836599981296,
                    0.04059191499982262,
                    0.037011681000876706,
                    0.03239092600051663,
                    0.03514259000075981,
                    0.04012494900052843,
                    0.04331657900002028,
                    0.03713826600142056,
                    0.0365737119991536,
                    0.038559058999453555,
                    0.03427029799968295,
                    0.04049523899993801,
                    0.0979738570003974,
                    0.049913320999621646,
                    0.04421495000133291,
                    0.04336414799945487,
                    0.044160793999253656,
                    0.048388109000370605,
                    0.05083520699918154,
                    0.045202848999906564,
                    0.047154052001133095,
                    0.04335056499985512,
                    0.04728519300078915,
                    0.04454470800010313,
                    0.0370318879995466,
                    0.03302354699917487,
                    0.037742174999948475,
                    0.037081389000377385,
                    0.03881162400102767,
                    0.03888378599913267,
                    0.03748597800040443,
                    0.04126267200081202,
                    0.03864905800037377,
                    0.0432513169998856,
                    0.041370564000317245,
                    0.045687308000196936,
                    0.035481097000229056,
                    0.03420309800094401,
                    0.034445744999175076,
                    0.03357387899995956,
                    0.03265024500069558,
                    0.031059044998983154,
                    0.03581253199990897,
                    0.03545339999982389,
                    0.03319400100008352,
                    0.03616060700005619,
                    0.037111376999746426,
                    0.03151596099996823,
                    0.0351212570003554,
                    0.03803590800089296,
                    0.0358772420004243,
                    0.04753761699976167,
                    0.03906237100090948,
                    0.036951066000256105,
                    0.040257472999655874,
                    0.03727524999885645,
                    0.0380510469985893,
                    0.034669356000449625,
                    0.045622498999364325,
                    0.04536155399910058,
                    0.04345013599959202,
                    0.042764802999954554,
                    0.0340042080006242,
                    0.03985111299880373,
                    0.03993925299982948,
                    0.03480199499972514,
                    0.032251153999823146,
                    0.03212300399900414,
                    0.035676232999321655,
                    0.03478069300035713,
                    0.03536861899920041,
                    0.03295161200003349,
                    0.03892265899958147,
                    0.03990881500067189,
                    0.03972912800054473,
                    0.04009784099980607,
                    0.045549349999419064,
                    0.045431008000377915,
                    0.05861185299909266,
                    0.04916253400006099,
                    0.042337075999967055,
                    0.05395946700082277,
                    0.05492320600023959,
                    0.049643819000266376,
                    0.050807732999601285,
                    0.04685425900061091,
                    0.046723460998691735,
                    0.0493331270008639,
                    0.0474537819991383,
                    0.045676591000301414,
                    0.04229911699985678,
                    0.03895158200066362,
                    0.04213146900110587,
                    0.04149395300009928,
                    0.038362896999387885,
                    0.041494618000797345,
                    0.038900188001207425,
                    0.039899826000691974,
                    0.04145743200024299,
                    0.04558495699893683,
                    0.045513078999647405,
                    0.0452049800005625,
                    0.043759135000073,
                    0.04287937300068734,
                    0.04591426700062584
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 50.070979977871396
            },
            "energy": null,
            "efficiency": null
        }
    }
}