{
    "config": {
        "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "fill-mask",
            "library": "transformers",
            "model_type": "bert",
            "model": "google-bert/bert-base-uncased",
            "processor": "google-bert/bert-base-uncased",
            "device": "cuda",
            "device_ids": "0",
            "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": 1,
                "num_choices": 2,
                "sequence_length": 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": true,
            "device_isolation_action": "error",
            "numactl": false,
            "numactl_kwargs": {},
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.293824,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "NVIDIA A10G"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 24146608128,
            "optimum_benchmark_version": "0.3.1",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.43.3",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.8",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 713.879552,
                "max_global_vram": 1218.9696,
                "max_process_vram": 0.0,
                "max_reserved": 589.299712,
                "max_allocated": 533.571072
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.1463486328125,
                "mean": 7.1463486328125,
                "stdev": 0.0,
                "p50": 7.1463486328125,
                "p90": 7.1463486328125,
                "p95": 7.1463486328125,
                "p99": 7.1463486328125,
                "values": [
                    7.1463486328125
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 9.348680575688681e-07,
                "ram": 4.957386810258413e-07,
                "gpu": 0.0,
                "total": 1.4306067385947095e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 880.930816,
                "max_global_vram": 1229.45536,
                "max_process_vram": 0.0,
                "max_reserved": 589.299712,
                "max_allocated": 449.025024
            },
            "latency": {
                "unit": "s",
                "count": 195,
                "total": 1.0008059215545653,
                "mean": 0.005132338059254182,
                "stdev": 0.00016944941618471466,
                "p50": 0.00506879997253418,
                "p90": 0.00525086727142334,
                "p95": 0.005456281661987305,
                "p99": 0.005920645322799683,
                "values": [
                    0.005914624214172363,
                    0.006173696041107178,
                    0.005609471797943116,
                    0.005536767959594726,
                    0.005506048202514649,
                    0.005475327968597412,
                    0.005489664077758789,
                    0.005462016105651855,
                    0.005453824043273926,
                    0.006014976024627685,
                    0.005355519771575928,
                    0.005071872234344482,
                    0.0050462718009948735,
                    0.005037055969238281,
                    0.005029920101165771,
                    0.005062655925750732,
                    0.005038080215454102,
                    0.005017600059509277,
                    0.0050421757698059086,
                    0.00505241584777832,
                    0.005053440093994141,
                    0.0050503678321838375,
                    0.005047296047210693,
                    0.0050769920349121095,
                    0.00505241584777832,
                    0.00502784013748169,
                    0.005051392078399658,
                    0.005017600059509277,
                    0.00506060791015625,
                    0.005017600059509277,
                    0.0050462718009948735,
                    0.005022719860076904,
                    0.0050124797821044925,
                    0.005016608238220215,
                    0.005056511878967285,
                    0.005047296047210693,
                    0.005022719860076904,
                    0.0050032639503479,
                    0.005058559894561767,
                    0.005033984184265137,
                    0.005037055969238281,
                    0.0050135040283203125,
                    0.005047296047210693,
                    0.005028863906860351,
                    0.00502784013748169,
                    0.0050206718444824215,
                    0.005029888153076172,
                    0.00502784013748169,
                    0.005005311965942383,
                    0.004989952087402344,
                    0.004998144149780274,
                    0.004985856056213379,
                    0.00501145601272583,
                    0.0050206718444824215,
                    0.005038080215454102,
                    0.00506879997253418,
                    0.00501043176651001,
                    0.005004288196563721,
                    0.005044223785400391,
                    0.004984831809997559,
                    0.005420032024383545,
                    0.005026815891265869,
                    0.0050063362121582035,
                    0.005017600059509277,
                    0.005035007953643799,
                    0.005059584140777588,
                    0.005041152000427246,
                    0.005051392078399658,
                    0.005032959938049316,
                    0.005093376159667969,
                    0.005055488109588623,
                    0.005033984184265137,
                    0.005038080215454102,
                    0.00505241584777832,
                    0.0050360321998596195,
                    0.0050124797821044925,
                    0.005041152000427246,
                    0.005017600059509277,
                    0.005026815891265869,
                    0.005028863906860351,
                    0.005025792121887207,
                    0.004989952087402344,
                    0.005030911922454834,
                    0.004986879825592041,
                    0.00501964807510376,
                    0.0049827837944030765,
                    0.0049725441932678225,
                    0.005005311965942383,
                    0.005029888153076172,
                    0.00499507188796997,
                    0.005001215934753418,
                    0.005115903854370117,
                    0.0050135040283203125,
                    0.004996096134185791,
                    0.005015552043914795,
                    0.004989952087402344,
                    0.005024767875671386,
                    0.004985856056213379,
                    0.005004288196563721,
                    0.00498905611038208,
                    0.005044384002685547,
                    0.005124095916748047,
                    0.005004288196563721,
                    0.005017600059509277,
                    0.004999167919158935,
                    0.0050094079971313476,
                    0.004994048118591309,
                    0.0050032639503479,
                    0.005093376159667969,
                    0.004986879825592041,
                    0.00515174388885498,
                    0.005130239963531494,
                    0.0051701760292053225,
                    0.005163008213043213,
                    0.005150720119476319,
                    0.0051476478576660155,
                    0.005152768135070801,
                    0.0051476478576660155,
                    0.005180416107177735,
                    0.005115903854370117,
                    0.005210112094879151,
                    0.004978687763214112,
                    0.004997119903564453,
                    0.004985856056213379,
                    0.00497049617767334,
                    0.00496127986907959,
                    0.0050032639503479,
                    0.005370880126953125,
                    0.005220352172851562,
                    0.005249023914337158,
                    0.005185535907745361,
                    0.005142528057098389,
                    0.005185535907745361,
                    0.005355519771575928,
                    0.005238783836364746,
                    0.0052009282112121585,
                    0.0051968002319335935,
                    0.005204991817474365,
                    0.005101568222045898,
                    0.005150720119476319,
                    0.005155839920043945,
                    0.005154816150665284,
                    0.005150720119476319,
                    0.005173247814178467,
                    0.005117951869964599,
                    0.005173247814178467,
                    0.00532480001449585,
                    0.0052674560546875,
                    0.005252096176147461,
                    0.0051998720169067385,
                    0.005172224044799805,
                    0.005206016063690186,
                    0.0052111358642578124,
                    0.005629951953887939,
                    0.005230591773986816,
                    0.005224448204040527,
                    0.005239808082580567,
                    0.005239808082580567,
                    0.005153791904449463,
                    0.005195903778076172,
                    0.005215231895446777,
                    0.005185535907745361,
                    0.005183487892150879,
                    0.005174272060394287,
                    0.005186560153961181,
                    0.0051773438453674315,
                    0.005249023914337158,
                    0.00522547197341919,
                    0.005188608169555664,
                    0.0052111358642578124,
                    0.00521727991104126,
                    0.005144576072692871,
                    0.005175295829772949,
                    0.005181439876556396,
                    0.005189631938934326,
                    0.005156864166259765,
                    0.005254144191741943,
                    0.005173247814178467,
                    0.005150720119476319,
                    0.0052070398330688475,
                    0.005188608169555664,
                    0.005194752216339111,
                    0.005222400188446045,
                    0.005183487892150879,
                    0.005182464122772217,
                    0.005192704200744629,
                    0.0052674560546875,
                    0.00516096019744873,
                    0.005130271911621093,
                    0.005208064079284668,
                    0.005223423957824707,
                    0.005188608169555664,
                    0.005194752216339111,
                    0.005198847770690918,
                    0.005188608169555664
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 194.84297184923113
            },
            "energy": {
                "unit": "kWh",
                "cpu": 6.292428096415786e-08,
                "ram": 3.440182247638185e-08,
                "gpu": 1.2897717549206132e-07,
                "total": 2.2630327893260102e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 4418848.921308939
            }
        }
    }
}