{
    "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": "0.32.1",
            "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": 970.09664,
                "max_global_vram": 1049.100288,
                "max_process_vram": 0.0,
                "max_reserved": 396.361728,
                "max_allocated": 253.912576
            },
            "latency": {
                "unit": "s",
                "count": 155,
                "total": 0.999316413402557,
                "mean": 0.006447202667113273,
                "stdev": 0.00025437937833796713,
                "p50": 0.006464511871337891,
                "p90": 0.006598860740661621,
                "p95": 0.007008767890930175,
                "p99": 0.007478067178726197,
                "values": [
                    0.007522304058074952,
                    0.007241727828979493,
                    0.007184383869171143,
                    0.007142399787902832,
                    0.00734822416305542,
                    0.00703385591506958,
                    0.006998015880584717,
                    0.0074403839111328125,
                    0.00648089599609375,
                    0.006238207817077636,
                    0.006232063770294189,
                    0.006236159801483154,
                    0.00621670389175415,
                    0.006346752166748047,
                    0.006221824169158936,
                    0.006247424125671387,
                    0.006243328094482422,
                    0.0062259202003479,
                    0.006164480209350586,
                    0.006181888103485108,
                    0.006169600009918213,
                    0.006162432193756104,
                    0.006176767826080322,
                    0.006153215885162353,
                    0.006169600009918213,
                    0.006165503978729248,
                    0.006181888103485108,
                    0.006172671794891358,
                    0.0061859841346740725,
                    0.0062863359451293946,
                    0.006232063770294189,
                    0.006262784004211426,
                    0.006198272228240966,
                    0.006239232063293457,
                    0.006201344013214111,
                    0.00623308801651001,
                    0.006159359931945801,
                    0.006223872184753418,
                    0.006221824169158936,
                    0.00619212818145752,
                    0.006238207817077636,
                    0.0061972479820251464,
                    0.006232063770294189,
                    0.006170591831207275,
                    0.006236127853393555,
                    0.006190080165863037,
                    0.006240255832672119,
                    0.006236159801483154,
                    0.006200319766998291,
                    0.00623308801651001,
                    0.006211584091186524,
                    0.00624128007888794,
                    0.006217728137969971,
                    0.0062566399574279785,
                    0.006258687973022461,
                    0.00620851182937622,
                    0.006252543926239014,
                    0.006180863857269287,
                    0.0062863359451293946,
                    0.006240255832672119,
                    0.006303743839263916,
                    0.006334464073181153,
                    0.006281216144561768,
                    0.0062863359451293946,
                    0.006251520156860352,
                    0.006281216144561768,
                    0.006238207817077636,
                    0.006536191940307618,
                    0.006540319919586182,
                    0.006497280120849609,
                    0.006534143924713135,
                    0.006490111827850342,
                    0.006425600051879882,
                    0.006493184089660644,
                    0.006463488101959228,
                    0.006415359973907471,
                    0.00653926420211792,
                    0.00652288007736206,
                    0.006545407772064209,
                    0.006518752098083496,
                    0.006433792114257812,
                    0.006461440086364746,
                    0.006457344055175781,
                    0.006550528049468994,
                    0.006457344055175781,
                    0.0064143362045288085,
                    0.006474751949310303,
                    0.006479872226715088,
                    0.006463488101959228,
                    0.006489088058471679,
                    0.00643071985244751,
                    0.006455359935760498,
                    0.006464511871337891,
                    0.006470655918121338,
                    0.006625279903411865,
                    0.007527423858642578,
                    0.006723584175109864,
                    0.0065054078102111815,
                    0.006714367866516113,
                    0.006604800224304199,
                    0.006519807815551758,
                    0.006527999877929688,
                    0.006553599834442139,
                    0.006466559886932373,
                    0.006542335987091064,
                    0.006496255874633789,
                    0.006561791896820069,
                    0.006497280120849609,
                    0.0064737281799316405,
                    0.006478847980499268,
                    0.006518784046173095,
                    0.006545375823974609,
                    0.006469632148742676,
                    0.0065146880149841305,
                    0.006491136074066162,
                    0.006552576065063476,
                    0.006456319808959961,
                    0.006503424167633057,
                    0.006450143814086914,
                    0.006494207859039307,
                    0.006463488101959228,
                    0.006458367824554443,
                    0.006643712043762207,
                    0.006608895778656006,
                    0.00658022403717041,
                    0.006486015796661377,
                    0.006519807815551758,
                    0.0064839677810668945,
                    0.0065382399559021,
                    0.0064778242111206055,
                    0.006523903846740723,
                    0.006455359935760498,
                    0.006527999877929688,
                    0.006467584133148193,
                    0.006526944160461426,
                    0.00648089599609375,
                    0.006520832061767578,
                    0.006516736030578613,
                    0.006411263942718506,
                    0.006529024124145508,
                    0.006494207859039307,
                    0.006540287971496582,
                    0.00643993616104126,
                    0.006499328136444092,
                    0.0064839677810668945,
                    0.0065443840026855465,
                    0.0065064959526062015,
                    0.006516767978668213,
                    0.006582272052764892,
                    0.006591487884521485,
                    0.006603775978088379,
                    0.006445055961608887,
                    0.0065382399559021,
                    0.006481919765472412,
                    0.006546432018280029
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 155.10602840219832
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.845334725137842e-08,
                "ram": 4.289191985937152e-08,
                "gpu": 1.6684340058275208e-07,
                "total": 2.88188667693502e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3469949.071916778
            }
        }
    }
}