{
    "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": "eb0d20f627fc9f70b626fe236a910757019c63c7",
            "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": 454.385664,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.036870945000003985
                ],
                "count": 1,
                "total": 0.036870945000003985,
                "mean": 0.036870945000003985,
                "p50": 0.036870945000003985,
                "p90": 0.036870945000003985,
                "p95": 0.036870945000003985,
                "p99": 0.036870945000003985,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 0.00013074054758333332,
                "ram": 5.467962929235359e-06,
                "gpu": 0,
                "total": 0.00013620851051256868
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 462.381056,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.00247866899999849,
                    0.002369315999999344,
                    0.0023514819999945757,
                    0.0023376969999731045,
                    0.0023133309999820995,
                    0.0023226289999911387,
                    0.002333768999989161,
                    0.002312630000005811,
                    0.002291850999995404,
                    0.0023080119999860926,
                    0.0023083819999953903,
                    0.0022986639999942327,
                    0.0022847580000018297,
                    0.0023197029999835195,
                    0.0023072099999978946,
                    0.0023107460000062474,
                    0.002349989999999025,
                    0.002324681999994027,
                    0.002297481999988804,
                    0.0023525649999953657,
                    0.0022854190000032304,
                    0.0023008279999885417,
                    0.002313632000010557,
                    0.002288023999994948,
                    0.0023039040000014666,
                    0.0023027109999986806,
                    0.0022946759999911137,
                    0.002311778999995795,
                    0.0023235909999925752,
                    0.002311859000002414,
                    0.0023008480000044074,
                    0.0023017290000098,
                    0.0023234409999872696,
                    0.002293494000014107,
                    0.002273277000000462,
                    0.002304174000016701,
                    0.0022795680000058383,
                    0.0022908390000111467,
                    0.0023093840000001364,
                    0.0022878229999889754,
                    0.0022917809999967176,
                    0.0022932339999783835,
                    0.0022837660000050164,
                    0.0022910400000171194,
                    0.002281632000006084,
                    0.002317498999985901,
                    0.0022810810000066795,
                    0.002281331999995473,
                    0.0023054560000161928,
                    0.002280590999987453,
                    0.0022931839999955628,
                    0.0022743789999992714,
                    0.0023020410000071934,
                    0.0022911499999906937,
                    0.002291019000011829,
                    0.0023093940000080693,
                    0.0022861209999973653,
                    0.002275642000000744,
                    0.0023105060000148114,
                    0.0022995660000049156,
                    0.0022871230000021114,
                    0.002279388000005156,
                    0.002294796999990467,
                    0.0022940350000055787,
                    0.0023173289999931512,
                    0.002311737999974639,
                    0.002293053000016698,
                    0.002289988000001131,
                    0.0022915510000132144,
                    0.002287273000007417,
                    0.0022905990000197107,
                    0.0023162969999930283,
                    0.0023007080000070346,
                    0.0022935439999969276,
                    0.002278465999978607,
                    0.0023051560000055815,
                    0.0022950279999918166,
                    0.002271333000010145,
                    0.0023092639999902076,
                    0.0022755110000218792,
                    0.002282043000008116,
                    0.0023039630000027955,
                    0.002286491000006663,
                    0.002296981000000642,
                    0.002282512999983055,
                    0.002321786999999631,
                    0.0022817320000001473,
                    0.002282492999995611,
                    0.0024116649999825768,
                    0.002308392000003323,
                    0.0023075400000038826,
                    0.0023152339999796823,
                    0.0022927830000014637,
                    0.0022858199999973294,
                    0.0023036329999968075,
                    0.002279057000009743,
                    0.0022854990000098496,
                    0.002302670999995371,
                    0.0022919010000066464,
                    0.002293784999977788,
                    0.0022719239999844376,
                    0.002314984000008735,
                    0.0023155459999770756,
                    0.0022772340000187796,
                    0.002315936000002239,
                    0.002282344000008152,
                    0.002318720999994639,
                    0.002311035999980504,
                    0.002291310000003932,
                    0.0023042149999810135,
                    0.002307160000015074,
                    0.0022937250000154563,
                    0.0022769029999949453,
                    0.0023087429999861797,
                    0.0023161869999910323,
                    0.002293144000020675,
                    0.0022815920000027745,
                    0.0023022210000078758,
                    0.0023005669999918155,
                    0.002285228999994615,
                    0.0022969700000032844,
                    0.002285749999998643,
                    0.002284256999985246,
                    0.002277605000017502,
                    0.0023133520000158114,
                    0.0022906590000104643,
                    0.002291329999991376,
                    0.002308693000003359,
                    0.0022971209999980147,
                    0.0022662340000181302,
                    0.002298985000010134,
                    0.002294415999983812,
                    0.0022879640000041945,
                    0.0024023370000065825,
                    0.0022949459999779265,
                    0.002285197999981392,
                    0.0022978229999921496,
                    0.0022960990000058246,
                    0.00232740800001352,
                    0.0023214870000174415,
                    0.0023945630000241636,
                    0.002319222000011223,
                    0.002307690999998613,
                    0.0022929640000199925,
                    0.0022848290000183624,
                    0.0022859909999795036,
                    0.002305015999979787,
                    0.0022714130000167643,
                    0.00227305699999647,
                    0.002306258000004391,
                    0.0022876440000061393,
                    0.002276211999998168,
                    0.0022746790000098827,
                    0.0022984640000061063,
                    0.00230339299997695,
                    0.002281761999995524,
                    0.0022922720000053687,
                    0.0022725660000162407,
                    0.0022822939999969094,
                    0.0022922310000126345,
                    0.002280950999988818,
                    0.0023558809999997266,
                    0.002325302999992118,
                    0.002317067999996425,
                    0.0022990340000035303,
                    0.002295709000009083,
                    0.0023054369999897517,
                    0.002287904000013441,
                    0.002378512999996474,
                    0.002324702000009893,
                    0.0022999470000115707,
                    0.0022919209999940904,
                    0.002305215999996335,
                    0.002289657000005718,
                    0.0022803200000112156,
                    0.002317620000013676,
                    0.00228577999999402,
                    0.002286762000011322,
                    0.0022952580000037415,
                    0.0022857099999953334,
                    0.002282013000012739,
                    0.002278436000011652,
                    0.002306279000009681,
                    0.0022887350000075912,
                    0.002321045999991611,
                    0.0023173579999991034,
                    0.002271253000003526,
                    0.002287202000019306,
                    0.002304323999993585,
                    0.002294154999987086,
                    0.002283685999998397,
                    0.002264509999974962,
                    0.0023006769999938115,
                    0.002282635000000255,
                    0.0022698699999921246,
                    0.002327887999996392,
                    0.002302030000009836,
                    0.0022933139999850027,
                    0.0022898070000110238,
                    0.0022932330000173806,
                    0.002275961999998799,
                    0.0022882250000009208,
                    0.002305857000010292,
                    0.0022981729999855816,
                    0.002271342999989656,
                    0.0023252940000020317,
                    0.002304605000006177,
                    0.0022863210000139134,
                    0.002314122000001362,
                    0.0023226179999937813,
                    0.0022953879999931814,
                    0.0023186409999880198,
                    0.0022999459999937244,
                    0.0022919820000026903,
                    0.002299746000005598,
                    0.0023222380000049725,
                    0.002281231000011985,
                    0.002303883999985601,
                    0.0023456410000051164,
                    0.002342255000002069,
                    0.0023116579999964415,
                    0.002339250000005677,
                    0.002314162999994096,
                    0.0023047850000068593,
                    0.002336173999992752,
                    0.002317327999975305,
                    0.002296360000002551,
                    0.002328239999997095,
                    0.0022908990000019003,
                    0.002283845999983214,
                    0.002322106999997686,
                    0.002278566000001092,
                    0.0022915810000085912,
                    0.002295147000012321,
                    0.0023019209999972645,
                    0.0022935739999923044,
                    0.0022988740000187136,
                    0.002296319999999241,
                    0.0022777949999976954,
                    0.0022748599999999897,
                    0.0022797290000085013,
                    0.002274429000010514,
                    0.00226296799999659,
                    0.0022804699999880995,
                    0.0023114379999924495,
                    0.0022915309999973488,
                    0.0022966610000025867,
                    0.0023068899999998393,
                    0.002309152999998787,
                    0.002415261000010105,
                    0.002373333000008415,
                    0.0022918720000006942,
                    0.0023215469999797733,
                    0.0056670209999936105,
                    0.002447180999979537,
                    0.0024009139999918716,
                    0.002432985000012877,
                    0.0024576909999893815,
                    0.0024085189999993872,
                    0.0023974780000060036,
                    0.002401927000022397,
                    0.0024195390000159023,
                    0.0024214119999896866,
                    0.0023790340000005017,
                    0.0025059199999759585,
                    0.0018921159999933934,
                    0.0018627510000044367,
                    0.0019179740000083711,
                    0.0018464319999793588,
                    0.0018703049999828636,
                    0.001864273999984789,
                    0.0018639339999992899,
                    0.0018576319999965563,
                    0.0018640650000065762,
                    0.0018466119999800412,
                    0.001825271000001294,
                    0.0018778200000042489,
                    0.0018524320000210537,
                    0.001877377999988994,
                    0.001838946999981772,
                    0.0018836500000247725,
                    0.0018420629999980065,
                    0.0018478750000099353,
                    0.0018389980000108608,
                    0.001868983000008484,
                    0.0018696340000019518,
                    0.001896654999995917,
                    0.0018861149999906957,
                    0.0018703559999835306,
                    0.0018583940000098664,
                    0.00184035999998855,
                    0.0018563399999891317,
                    0.0018449089999990065,
                    0.0018863849999775084,
                    0.0018418329999860816,
                    0.0019067940000070394,
                    0.001847492999985434,
                    0.0018838409999943906,
                    0.0018230680000215216,
                    0.0018569009999964692,
                    0.0018608279999909882,
                    0.0018694739999887133,
                    0.0018667079999943326,
                    0.0018526919999999336,
                    0.001860276000002159,
                    0.0018350290000057612,
                    0.0018313630000079684,
                    0.001853793999998743,
                    0.0018854740000051606,
                    0.001852302000003192,
                    0.0018816360000073473,
                    0.0018559879999884288,
                    0.0018732709999937924,
                    0.001825781999997389,
                    0.0018599760000199694,
                    0.0018350290000057612,
                    0.0018540250000000924,
                    0.0018600370000001476,
                    0.0018664389999969444,
                    0.0018381759999783753,
                    0.001827065000014727,
                    0.0019436030000008486,
                    0.0018686630000104287,
                    0.002517331999996486,
                    0.002380566000027784,
                    0.0023881010000081915,
                    0.0023847639999985404,
                    0.0024719070000003285,
                    0.0019117729999891253,
                    0.0018868760000145812,
                    0.0018808350000085738,
                    0.0018665179999857173,
                    0.00187187800000288,
                    0.001840450000003102,
                    0.001874433000011777,
                    0.0018172670000069502,
                    0.0018585939999979928,
                    0.0018583330000012666,
                    0.0018764570000087133,
                    0.0018658780000180286,
                    0.0018578220000051715,
                    0.0018456089999858705,
                    0.0018509900000083235,
                    0.0018415419999939786,
                    0.0018337879999990037,
                    0.0018658879999975397,
                    0.0018614589999970121,
                    0.0018644239999900947,
                    0.0018463319999852956,
                    0.0018546059999948739,
                    0.0018273260000114533,
                    0.0018573210000170093,
                    0.0019483510000100068,
                    0.001860456999992266,
                    0.0018446479999738585,
                    0.0018598059999987981,
                    0.0018369529999802126,
                    0.0018024489999959314,
                    0.0018525720000184265,
                    0.0018390580000016143,
                    0.0018570809999971516,
                    0.0018365029999927174,
                    0.0018670299999996587,
                    0.0018341579999798796,
                    0.0018323049999935392,
                    0.0018526630000224031,
                    0.0018529139999827748,
                    0.001852722999984735,
                    0.0019315799999901628,
                    0.0018457090000083554,
                    0.0018609680000167828,
                    0.0018406700000070941,
                    0.0018119069999897874,
                    0.0018545560000120531,
                    0.001843656000005467,
                    0.0018783010000049671,
                    0.0018535240000119302,
                    0.001874582999988661,
                    0.00186489499998288,
                    0.0018777699999930064,
                    0.0018558190000135255,
                    0.001879191999989871,
                    0.0018519420000018272,
                    0.0018560890000003383,
                    0.0018361219999860623,
                    0.0018467119999741044,
                    0.001842523999982859,
                    0.001843606999983649,
                    0.0018787019999990662,
                    0.0018529740000019501,
                    0.0018618999999944208,
                    0.0018500980000055733,
                    0.0018638039999814282,
                    0.001819170000004533,
                    0.001857991999997921,
                    0.0018395280000049752,
                    0.0018546659999856274,
                    0.0018514399999958187,
                    0.001857131000008394,
                    0.0019038679999994201,
                    0.0018690229999833718,
                    0.001826244000000088,
                    0.0018492859999810207,
                    0.0018607680000002347,
                    0.0018328949999784072,
                    0.0018511800000169387,
                    0.0018460309999852598,
                    0.0018468819999952757,
                    0.00183188299999415,
                    0.0018759360000046854,
                    0.0018345090000195796,
                    0.0018611690000227554,
                    0.0018276560000174413,
                    0.001852522000007184,
                    0.0018203719999974055,
                    0.0018415830000151345,
                    0.0018807649999814657,
                    0.0018592450000198824,
                    0.0018599560000041038,
                    0.0018648350000205483,
                    0.0018672589999937372,
                    0.0018654060000073969,
                    0.001840379999975994,
                    0.0018691429999933007,
                    0.001868992999987995,
                    0.0018554879999896912,
                    0.0018630920000077822,
                    0.0018647460000238425,
                    0.0018607879999876786,
                    0.001832464000017353,
                    0.001863652999986698,
                    0.001843895999996903,
                    0.001866036999984999,
                    0.0018939299999942705,
                    0.0018580929999814089,
                    0.0018466909999972358,
                    0.0018482940000126291,
                    0.0018301400000098056,
                    0.0018694139999979598,
                    0.001863762999988694,
                    0.001867860999993809,
                    0.0018611380000095323,
                    0.0018549570000061522,
                    0.0018529040000032637,
                    0.0018345390000149564,
                    0.0018813069999907839,
                    0.0018504679999864493,
                    0.0018521220000025096,
                    0.0018522720000078152,
                    0.0018620200000043496,
                    0.0018622609999852102,
                    0.0018713569999988522,
                    0.001855368000008184,
                    0.0018785209999805375,
                    0.0018606169999770827,
                    0.001854375999982949,
                    0.0019715750000273147,
                    0.0018579830000078346,
                    0.0018576820000077987,
                    0.0018398390000129439,
                    0.0018311019999828204,
                    0.0018735110000136501,
                    0.0018624209999984487,
                    0.0018548170000087794,
                    0.001869283999980098,
                    0.0018629110000176752,
                    0.0018748640000012529,
                    0.001886866999996073,
                    0.0018467919999807236
                ],
                "count": 469,
                "total": 0.9966744939997909,
                "mean": 0.0021251055309163985,
                "p50": 0.0022810810000066795,
                "p90": 0.0023221331999991436,
                "p95": 0.0023717262000047864,
                "p99": 0.002462240119992884,
                "stdev": 0.0002782537368772349,
                "stdev_": 13.093643248730569
            },
            "throughput": {
                "unit": "samples/s",
                "value": 941.1297325726455
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.438663833651993e-08,
                "ram": 3.1105253619844688e-09,
                "gpu": 0.0,
                "total": 7.749716369850443e-08
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 25807396.097498685
            }
        }
    }
}