{
    "config": {
        "name": "cpu_inference_transformers_fill-mask_hf-internal-testing/tiny-random-BertModel",
        "backend": {
            "name": "pytorch",
            "version": "2.5.1+cpu",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "fill-mask",
            "library": "transformers",
            "model_type": "bert",
            "model": "hf-internal-testing/tiny-random-BertModel",
            "processor": "hf-internal-testing/tiny-random-BertModel",
            "device": "cpu",
            "device_ids": null,
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "model_kwargs": {},
            "processor_kwargs": {},
            "no_weights": true,
            "device_map": null,
            "torch_dtype": null,
            "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": 1,
            "duration": 1,
            "warmup_runs": 1,
            "input_shapes": {
                "batch_size": 2,
                "sequence_length": 16,
                "num_choices": 2
            },
            "new_tokens": null,
            "memory": true,
            "latency": true,
            "energy": true,
            "forward_kwargs": {},
            "generate_kwargs": {
                "max_new_tokens": 2,
                "min_new_tokens": 2
            },
            "call_kwargs": {
                "num_inference_steps": 2
            }
        },
        "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": " AMD EPYC 7763 64-Core Processor",
            "cpu_count": 4,
            "cpu_ram_mb": 16766.779392,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-6.8.0-1017-azure-x86_64-with-glibc2.39",
            "processor": "x86_64",
            "python_version": "3.10.15",
            "optimum_benchmark_version": "0.5.0.dev0",
            "optimum_benchmark_commit": "4c23a0dd5935e7600e61c861bcc6679e75f1084b",
            "transformers_version": "4.47.0",
            "transformers_commit": null,
            "accelerate_version": "1.2.0",
            "accelerate_commit": null,
            "diffusers_version": "0.31.0",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.12",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        },
        "print_report": true,
        "log_report": true
    },
    "report": {
        "load_model": {
            "memory": {
                "unit": "MB",
                "max_ram": 453.861376,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.03915280300000745
                ],
                "count": 1,
                "total": 0.03915280300000745,
                "mean": 0.03915280300000745,
                "p50": 0.03915280300000745,
                "p90": 0.03915280300000745,
                "p95": 0.03915280300000745,
                "p99": 0.03915280300000745,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 0.00014564252982222304,
                "ram": 6.091251688600172e-06,
                "gpu": 0,
                "total": 0.0001517337815108232
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 462.249984,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.0027467609999973774,
                    0.0025591680000047745,
                    0.0030752760000041235,
                    0.0025423769999974866,
                    0.0025868000000173197,
                    0.0025060299999779545,
                    0.0025319380000041747,
                    0.002538981000014928,
                    0.00253240899999696,
                    0.00255761600001847,
                    0.00256588100000954,
                    0.00262544299999945,
                    0.002720500999998876,
                    0.0026868079999928796,
                    0.0025645080000060716,
                    0.0025663520000023254,
                    0.0025292830000012145,
                    0.0026080000000092696,
                    0.0025116799999977957,
                    0.00253593499999738,
                    0.00255970000000616,
                    0.002462167000004456,
                    0.0024825750000161406,
                    0.0024428399999862904,
                    0.0024386119999917355,
                    0.002582241999988355,
                    0.0024859309999953894,
                    0.0024262390000160394,
                    0.002485871000004636,
                    0.0024094479999803298,
                    0.0024509860000136996,
                    0.002459902999987662,
                    0.0024287840000170036,
                    0.0023993590000088716,
                    0.0023797620000038933,
                    0.00255050300000903,
                    0.002414518000023236,
                    0.002369654000005994,
                    0.00236381200002711,
                    0.002356379000019615,
                    0.0023616379999964465,
                    0.002401372999997875,
                    0.0026950940000176615,
                    0.0027647130000048037,
                    0.002500468999983241,
                    0.002467516999985264,
                    0.0024604740000029324,
                    0.002418836000003921,
                    0.002367189000011649,
                    0.00236678800001755,
                    0.002369143000009899,
                    0.0023542540000107692,
                    0.002375134000004664,
                    0.002429506000027004,
                    0.002464570999990201,
                    0.0024162600000181556,
                    0.00242676099998107,
                    0.002475280999988172,
                    0.002420689000018683,
                    0.002433483000004344,
                    0.002372559000008323,
                    0.0024123629999905916,
                    0.002364763999992192,
                    0.0024742590000244036,
                    0.002515156000015395,
                    0.002505106999990403,
                    0.0025118100000156574,
                    0.0024810330000093472,
                    0.002483958000027542,
                    0.002437159999999494,
                    0.0025844150000011723,
                    0.0025088849999974627,
                    0.002489978999989262,
                    0.0024767839999810803,
                    0.0024605440000016188,
                    0.002514975999986291,
                    0.002487122999980329,
                    0.0025173899999799687,
                    0.0025013599999965663,
                    0.002524523999994699,
                    0.0025046559999850615,
                    0.0025328289999890785,
                    0.00286215699998138,
                    0.0026094229999955587,
                    0.002608409999993455,
                    0.0026729519999832974,
                    0.002599132999989706,
                    0.002560130000006211,
                    0.00256027100002143,
                    0.002851717999988068,
                    0.0028463870000052793,
                    0.0026473940000073526,
                    0.0027971049999848674,
                    0.0026598379999995814,
                    0.00263162400000283,
                    0.002637375000006159,
                    0.0026311539999994693,
                    0.0025827530000128718,
                    0.0026140409999868552,
                    0.002549911000016891,
                    0.0026740739999979724,
                    0.0026210450000121455,
                    0.0028973930000120163,
                    0.00274613899998144,
                    0.0026159349999943515,
                    0.0025895249999905445,
                    0.002553027000004704,
                    0.0025330989999758913,
                    0.0024960000000078253,
                    0.0024536909999994805,
                    0.0024662149999983285,
                    0.0025160080000148355,
                    0.0024885759999904167,
                    0.0025028830000053404,
                    0.002902793000004067,
                    0.0024613450000003922,
                    0.0024281519999931334,
                    0.0024625570000011976,
                    0.0024344150000104037,
                    0.002575539000019944,
                    0.0028199969999889163,
                    0.0024738489999833746,
                    0.0025013599999965663,
                    0.002631274000009398,
                    0.0027414010000086364,
                    0.002403285999974969,
                    0.0024464070000078664,
                    0.0024522989999979927,
                    0.002491931999998087,
                    0.002483165999990433,
                    0.0024950680000017655,
                    0.002478337000013653,
                    0.0024593910000021424,
                    0.0024048690000029183,
                    0.0024054499999976997,
                    0.0023926469999935307,
                    0.0024194659999920987,
                    0.0023473809999927653,
                    0.0023239969999906407,
                    0.005451410999995687,
                    0.002888476000009632,
                    0.0019626600000037797,
                    0.0019181070000229283,
                    0.001932373000016696,
                    0.001910572000014099,
                    0.001928065000015522,
                    0.0019730189999904724,
                    0.0021821809999948982,
                    0.001939777999979242,
                    0.0019434240000180125,
                    0.0019166940000161503,
                    0.0019237369999984821,
                    0.001914709999994102,
                    0.00203131799997891,
                    0.0021051770000042325,
                    0.0019384550000154377,
                    0.0019019160000084412,
                    0.0019057340000188105,
                    0.0019139090000237502,
                    0.0019207809999954861,
                    0.00191951900001186,
                    0.0019237469999779933,
                    0.0018992720000028385,
                    0.002213449999999284,
                    0.0019141390000072533,
                    0.0019208020000007764,
                    0.0019800729999985833,
                    0.0021235520000004726,
                    0.002097211999995352,
                    0.0019560480000109237,
                    0.0019162129999870103,
                    0.001929377999999815,
                    0.0018976179999867782,
                    0.0019621499999971093,
                    0.0020471290000045883,
                    0.0019526320000124997,
                    0.0019327439999869966,
                    0.0019182270000044355,
                    0.001893400000000156,
                    0.002228488000014295,
                    0.0018730620000155795,
                    0.001866608999989694,
                    0.0018779320000135158,
                    0.0019367410000086238,
                    0.001888781000019435,
                    0.0019183470000143643,
                    0.0018834910000009586,
                    0.0018995819999929608,
                    0.001892539000010629,
                    0.001956769000003078,
                    0.001892669000000069,
                    0.0018937110000081248,
                    0.001895163000000366,
                    0.0018948929999851316,
                    0.0019675089999964257,
                    0.001911474999985785,
                    0.0019388160000062271,
                    0.0019483739999941463,
                    0.002027541999979121,
                    0.001979831999989301,
                    0.0019451770000102897,
                    0.00195359299999609,
                    0.0019423020000033375,
                    0.0019944189999989703,
                    0.0019751529999894046,
                    0.002040154999974675,
                    0.0022384579999936705,
                    0.001985362999988638,
                    0.00197581499998023,
                    0.001953052000004618,
                    0.002004850000020042,
                    0.0020080350000171165,
                    0.001975092999998651,
                    0.002006753000017625,
                    0.002005109999998922,
                    0.0019428930000060518,
                    0.002427742000008948,
                    0.0020122330000162947,
                    0.002153047000007291,
                    0.00220882100001063,
                    0.002037731000001486,
                    0.0020409470000117835,
                    0.0019649840000113272,
                    0.0019130570000243097,
                    0.0019078170000170758,
                    0.0019111240000029284,
                    0.001956739000007701,
                    0.00197895100001233,
                    0.0020293249999951968,
                    0.0019806640000012976,
                    0.0019454469999971025,
                    0.0019336150000128782,
                    0.001960786000012149,
                    0.0020008920000123,
                    0.0019310710000013387,
                    0.0019272130000160814,
                    0.0019424420000007103,
                    0.0019111240000029284,
                    0.0019113240000194764,
                    0.0018976180000151999,
                    0.00191138400001023,
                    0.0019128360000024713,
                    0.0019087889999980234,
                    0.002016410999999607,
                    0.001972058000006882,
                    0.0021902860000011515,
                    0.0020519180000064807,
                    0.0020376499999770203,
                    0.002028975000001765,
                    0.0020058209999831433,
                    0.002001994000011109,
                    0.0019708160000107,
                    0.0019385150000061913,
                    0.0019191279999972721,
                    0.0019101119999902494,
                    0.0019350789999919016,
                    0.001969612999999981,
                    0.002111640000009629,
                    0.0018969059999847104,
                    0.0018683230000249296,
                    0.0018921379999881083,
                    0.0019080779999853803,
                    0.0019266319999928783,
                    0.0019131570000183729,
                    0.0019071960000189847,
                    0.0019162530000187417,
                    0.002261370000013585,
                    0.0021183519999965483,
                    0.0020509750000030635,
                    0.001911313999983122,
                    0.0019031490000145368,
                    0.0018849639999984902,
                    0.0018937210000160576,
                    0.0018951440000023467,
                    0.0018965459999833456,
                    0.0018872889999954623,
                    0.0018646359999934248,
                    0.002212307999997165,
                    0.0020608639999863954,
                    0.0019446470000161753,
                    0.0019158820000200194,
                    0.0018744040000058249,
                    0.001878672999993114,
                    0.0018903239999872312,
                    0.00188230899999553,
                    0.001927062999982354,
                    0.0018869280000046729,
                    0.0019141690000026301,
                    0.0018905949999918903,
                    0.0019293980000156807,
                    0.0018881510000028356,
                    0.0019962519999978667,
                    0.0019184370000004947,
                    0.0018756660000178726,
                    0.0019206309999901805,
                    0.0019164130000035584,
                    0.0018905250000216256,
                    0.0019035690000066552,
                    0.0019310810000092715,
                    0.0019271029999856637,
                    0.0018910059999939222,
                    0.001971026000006759,
                    0.0019548049999968953,
                    0.0019233060000090063,
                    0.0019501959999956853,
                    0.0020204589999934797,
                    0.00197345000000837,
                    0.002079049000002442,
                    0.0020210700000120596,
                    0.002110657999992327,
                    0.002321753000018134,
                    0.001999578999999585,
                    0.0019691820000105054,
                    0.0019578909999893312,
                    0.001949074000009432,
                    0.0020046690000015133,
                    0.0020083459999966635,
                    0.0023554769999805103,
                    0.0021306350000145358,
                    0.00208853600000225,
                    0.002006141999999045,
                    0.0020596020000027693,
                    0.0020103189999929327,
                    0.0020229139999798917,
                    0.0020302559999834102,
                    0.002052848999994694,
                    0.002052037999987988,
                    0.0020972320000112177,
                    0.002114164000005303,
                    0.0021854669999754606,
                    0.002252203000011832,
                    0.002709930999998278,
                    0.0028464970000072753,
                    0.002285083999993276,
                    0.0030550290000235236,
                    0.003013920999990205,
                    0.00224384800000621,
                    0.0022770500000035554,
                    0.0020347460000209594,
                    0.0019668179999996482,
                    0.001921863999996276,
                    0.001930128999987346,
                    0.0019443160000207627,
                    0.0019547450000061417,
                    0.001981785999987551,
                    0.001975455000007287,
                    0.0019758449999756067,
                    0.001977838999977166,
                    0.0019467899999767724,
                    0.0019124060000024201,
                    0.0019655259999922237,
                    0.0019485330000179601,
                    0.0019494059999942692,
                    0.0019281550000016523,
                    0.0019148800000152733,
                    0.001911003000003575,
                    0.002007714000001215,
                    0.00211787099999583,
                    0.0019305099999940012,
                    0.0019160230000068168,
                    0.0019899609999924905,
                    0.0019337960000029852,
                    0.0019039299999974446,
                    0.0018892820000075972,
                    0.001976315999996814,
                    0.0019881679999969037,
                    0.0019953009999937876,
                    0.002162824999999202,
                    0.00199641300000053,
                    0.0020312990000093123,
                    0.0019968639999774496,
                    0.001968530999988616,
                    0.001986685000019861,
                    0.0019070959999964998,
                    0.0019390960000009727,
                    0.001927625000007538,
                    0.0018962050000084218,
                    0.0019648539999934655,
                    0.0019249789999946643,
                    0.0019258310000225265,
                    0.001994099000000915,
                    0.0019895009999970625,
                    0.0019642230000158634,
                    0.0019125860000031025,
                    0.0019546960000127456,
                    0.0019123160000162898,
                    0.0019471809999913603,
                    0.0019150109999941378,
                    0.0019352089999813415,
                    0.001920460999997431,
                    0.001935540000005176,
                    0.0019941790000075343,
                    0.001938104999993584,
                    0.0019605159999969146,
                    0.0019710349999968457,
                    0.0019014259999892147,
                    0.0018909659999906125,
                    0.0019657859999995253,
                    0.0019221839999943313,
                    0.0019592740000007325,
                    0.001979961999978741,
                    0.0020344849999958114,
                    0.002145501999990529,
                    0.00210599799999045,
                    0.002063097999979391,
                    0.002170941000002813,
                    0.0020194259999755104,
                    0.0019057229999930314,
                    0.0019432429999994838,
                    0.0019067350000057104,
                    0.0019290569999839136,
                    0.001984751000009055,
                    0.0019811640000000352,
                    0.0023693119999848022,
                    0.0025386809999758952,
                    0.0025341410000123687,
                    0.0025729440000077375,
                    0.002520285999992211,
                    0.0025464949999900455,
                    0.002499485999976514,
                    0.002521758000000318,
                    0.0024768840000035652,
                    0.0025647989999981746,
                    0.002596597999996675,
                    0.0025631870000211165,
                    0.0025937030000022787,
                    0.002188523999990366,
                    0.0019190780000144514,
                    0.0019327239999995527,
                    0.0019109129999890229,
                    0.0019032579999986865,
                    0.0019192580000151338,
                    0.0019723890000022948,
                    0.001860397999990937,
                    0.0019133179999926142,
                    0.001908670000005941,
                    0.0019113440000069204,
                    0.0019051719999936267,
                    0.0019024970000032226,
                    0.0019068349999997736,
                    0.0018917170000065653,
                    0.001942643000006683,
                    0.0019083679999880587,
                    0.001944135000002234,
                    0.0019406490000051235,
                    0.0019033990000139056,
                    0.001960715999985041,
                    0.0019434040000021469,
                    0.001963531999990664,
                    0.0019297579999886239,
                    0.0020421689999921,
                    0.0019602560000180347,
                    0.0020553640000002815,
                    0.002165219000005436,
                    0.0018668300000115323,
                    0.0019467799999972613,
                    0.0018997929999784446,
                    0.0019641920000026403
                ],
                "count": 458,
                "total": 0.9960993100003748,
                "mean": 0.002174889323144923,
                "p50": 0.002004980000009482,
                "p90": 0.002568329600003949,
                "p95": 0.0026618050999971383,
                "p99": 0.002899715000008598,
                "stdev": 0.000328367803098022,
                "stdev_": 15.098138539904971
            },
            "throughput": {
                "unit": "samples/s",
                "value": 919.5870239079429
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.750937766711088e-08,
                "ram": 3.2410518552739335e-09,
                "gpu": 0.0,
                "total": 8.07504295223848e-08
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 24767670.11431909
            }
        }
    }
}