{
    "config": {
        "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "image-classification",
            "library": "timm",
            "model": "timm/resnet50.a1_in1k",
            "processor": "timm/resnet50.a1_in1k",
            "device": "cuda",
            "device_ids": "0",
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "model_kwargs": {},
            "processor_kwargs": {},
            "hub_kwargs": {},
            "no_weights": false,
            "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,
            "latency": true,
            "memory": 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": "4.42.3",
            "transformers_commit": null,
            "accelerate_version": "0.31.0",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.7",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 952.344576,
                "max_global_vram": 1047.003136,
                "max_process_vram": 0.0,
                "max_reserved": 396.361728,
                "max_allocated": 253.912576
            },
            "latency": {
                "unit": "s",
                "count": 188,
                "total": 0.9994104633331298,
                "mean": 0.005316013102835797,
                "stdev": 0.00015893610773245177,
                "p50": 0.00529919981956482,
                "p90": 0.005485363245010376,
                "p95": 0.0055552000999450684,
                "p99": 0.005794119868278503,
                "values": [
                    0.005785600185394287,
                    0.0055552000999450684,
                    0.005724160194396972,
                    0.005565440177917481,
                    0.005610496044158936,
                    0.005638144016265869,
                    0.005545983791351319,
                    0.005489664077758789,
                    0.005529600143432617,
                    0.005450751781463623,
                    0.005379072189331055,
                    0.005404672145843506,
                    0.005433343887329102,
                    0.0054609918594360355,
                    0.005420032024383545,
                    0.005241856098175048,
                    0.005241856098175048,
                    0.005303296089172363,
                    0.005340159893035889,
                    0.00540777587890625,
                    0.0054579200744628905,
                    0.005422080039978027,
                    0.005519360065460205,
                    0.005381120204925537,
                    0.005351424217224121,
                    0.005387263774871826,
                    0.005462016105651855,
                    0.005409791946411133,
                    0.0054609918594360355,
                    0.005463039875030518,
                    0.005444608211517334,
                    0.005399551868438721,
                    0.005377024173736572,
                    0.005478400230407715,
                    0.00542310380935669,
                    0.0054906878471374515,
                    0.0053002238273620605,
                    0.00522547197341919,
                    0.005220352172851562,
                    0.005351424217224121,
                    0.0052705278396606445,
                    0.005278719902038574,
                    0.00536678409576416,
                    0.005384191989898681,
                    0.005369855880737305,
                    0.00552345609664917,
                    0.005458943843841553,
                    0.005473279953002929,
                    0.005453824043273926,
                    0.005371840000152588,
                    0.005343232154846191,
                    0.005360608100891113,
                    0.0054609918594360355,
                    0.005425151824951172,
                    0.005540863990783691,
                    0.005446656227111817,
                    0.005346335887908935,
                    0.005381120204925537,
                    0.00602623987197876,
                    0.005443583965301513,
                    0.005429247856140137,
                    0.005582848072052002,
                    0.005392384052276611,
                    0.005452799797058106,
                    0.005433343887329102,
                    0.005404672145843506,
                    0.005381152153015136,
                    0.0054568958282470706,
                    0.005325888156890869,
                    0.0054271998405456545,
                    0.005479423999786377,
                    0.0055552000999450684,
                    0.00546611213684082,
                    0.005464064121246338,
                    0.005496863842010498,
                    0.005408736228942871,
                    0.005412864208221436,
                    0.005389311790466309,
                    0.005349440097808838,
                    0.005384191989898681,
                    0.0053002238273620605,
                    0.005274591922760009,
                    0.0051701760292053225,
                    0.005062655925750732,
                    0.005268479824066162,
                    0.005303359985351562,
                    0.0052919678688049315,
                    0.005057536125183106,
                    0.005038015842437744,
                    0.004998144149780274,
                    0.005049344062805176,
                    0.00505241584777832,
                    0.00520908784866333,
                    0.005189631938934326,
                    0.0052008957862854,
                    0.005124095916748047,
                    0.0051476478576660155,
                    0.005246975898742676,
                    0.00535756778717041,
                    0.005327871799468994,
                    0.00506060791015625,
                    0.005067776203155518,
                    0.005032959938049316,
                    0.005078015804290771,
                    0.005026815891265869,
                    0.004988927841186524,
                    0.005033984184265137,
                    0.005057536125183106,
                    0.0050503678321838375,
                    0.005029888153076172,
                    0.005036992073059082,
                    0.005088255882263183,
                    0.0050165758132934574,
                    0.00511894416809082,
                    0.005269504070281982,
                    0.005370880126953125,
                    0.005342207908630371,
                    0.005337088108062744,
                    0.005254144191741943,
                    0.005221375942230225,
                    0.005298175811767578,
                    0.005237760066986084,
                    0.005214208126068115,
                    0.005242879867553711,
                    0.005242879867553711,
                    0.005220352172851562,
                    0.005219327926635742,
                    0.005264383792877197,
                    0.005232639789581299,
                    0.005295104026794434,
                    0.005251071929931641,
                    0.005307392120361328,
                    0.00521727991104126,
                    0.005260287761688232,
                    0.00533190393447876,
                    0.005214208126068115,
                    0.005223423957824707,
                    0.005242879867553711,
                    0.005282815933227539,
                    0.005239808082580567,
                    0.005242879867553711,
                    0.005216191768646241,
                    0.005261312007904053,
                    0.005243904113769531,
                    0.005252096176147461,
                    0.0052336640357971195,
                    0.005242879867553711,
                    0.005239808082580567,
                    0.005228544235229492,
                    0.005231616020202637,
                    0.005230591773986816,
                    0.00521830415725708,
                    0.005250048160552978,
                    0.005215231895446777,
                    0.005194752216339111,
                    0.005253119945526123,
                    0.005257215976715088,
                    0.0052408318519592285,
                    0.00526643180847168,
                    0.005256192207336426,
                    0.005609471797943116,
                    0.005851136207580566,
                    0.005472256183624268,
                    0.005483520030975342,
                    0.005312479972839355,
                    0.005306367874145508,
                    0.005346303939819336,
                    0.00532480001449585,
                    0.005307392120361328,
                    0.005355519771575928,
                    0.005354559898376464,
                    0.005283840179443359,
                    0.005284832000732422,
                    0.005237760066986084,
                    0.005203968048095703,
                    0.00520908784866333,
                    0.0051968002319335935,
                    0.005184512138366699,
                    0.005185503959655762,
                    0.005239808082580567,
                    0.005220352172851562,
                    0.005195775985717774,
                    0.005219327926635742,
                    0.0052070398330688475,
                    0.005228544235229492,
                    0.005213183879852295,
                    0.005224448204040527,
                    0.0052111358642578124
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 188.1108982719692
            },
            "energy": {
                "unit": "kWh",
                "cpu": 5.841432582764399e-08,
                "ram": 3.1932587814811545e-08,
                "gpu": 1.2970864235467992e-07,
                "total": 2.2005555599713547e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 4544306.984064594
            }
        }
    }
}