{
    "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": "0.2.1",
            "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": 952.205312,
                "max_global_vram": 1047.003136,
                "max_process_vram": 0.0,
                "max_reserved": 396.361728,
                "max_allocated": 253.912576
            },
            "latency": {
                "unit": "s",
                "count": 190,
                "total": 0.9981847047805789,
                "mean": 0.005253603709371467,
                "stdev": 0.00017600595332412488,
                "p50": 0.0053012480735778805,
                "p90": 0.005456223917007446,
                "p95": 0.005524121594429016,
                "p99": 0.005734901957511901,
                "values": [
                    0.005728256225585937,
                    0.005454783916473389,
                    0.00552243185043335,
                    0.0055285758972167965,
                    0.005588992118835449,
                    0.005519360065460205,
                    0.005535744190216065,
                    0.005788671970367432,
                    0.005691391944885254,
                    0.005991424083709717,
                    0.005129216194152832,
                    0.0050063362121582035,
                    0.005030911922454834,
                    0.005026815891265869,
                    0.005017600059509277,
                    0.005014527797698975,
                    0.005051392078399658,
                    0.005032959938049316,
                    0.00501145601272583,
                    0.005021696090698242,
                    0.005015552043914795,
                    0.005099520206451416,
                    0.0050022401809692385,
                    0.0050135040283203125,
                    0.005063680171966553,
                    0.005017600059509277,
                    0.004999167919158935,
                    0.00521830415725708,
                    0.005054463863372802,
                    0.005023744106292725,
                    0.005005311965942383,
                    0.005031936168670655,
                    0.005083136081695557,
                    0.005160927772521973,
                    0.005036064147949219,
                    0.005024767875671386,
                    0.005017600059509277,
                    0.005016640186309814,
                    0.005075967788696289,
                    0.005033984184265137,
                    0.005000192165374756,
                    0.0050165758132934574,
                    0.0050462718009948735,
                    0.005018623828887939,
                    0.005035999774932861,
                    0.0050135040283203125,
                    0.00502784013748169,
                    0.005024767875671386,
                    0.0050022401809692385,
                    0.005041152000427246,
                    0.005004288196563721,
                    0.0050432000160217285,
                    0.005017600059509277,
                    0.005220352172851562,
                    0.005179391860961914,
                    0.005064703941345215,
                    0.0050360321998596195,
                    0.005061632156372071,
                    0.0050432000160217285,
                    0.005172224044799805,
                    0.0050841598510742185,
                    0.005041152000427246,
                    0.00501964807510376,
                    0.00501043176651001,
                    0.005054463863372802,
                    0.005023744106292725,
                    0.005039103984832764,
                    0.005025792121887207,
                    0.0050432000160217285,
                    0.0050360321998596195,
                    0.005031936168670655,
                    0.005051392078399658,
                    0.005033984184265137,
                    0.005044159889221192,
                    0.005328896045684814,
                    0.005393407821655274,
                    0.005449728012084961,
                    0.005322751998901368,
                    0.005526527881622314,
                    0.005338111877441406,
                    0.005306367874145508,
                    0.00535756778717041,
                    0.00536575984954834,
                    0.00531763219833374,
                    0.00535859203338623,
                    0.0052705278396606445,
                    0.005295104026794434,
                    0.005305344104766845,
                    0.0053012480735778805,
                    0.0053012480735778805,
                    0.005292031764984131,
                    0.0053095040321350095,
                    0.005525504112243652,
                    0.005298175811767578,
                    0.005210080146789551,
                    0.005252096176147461,
                    0.005214208126068115,
                    0.005488639831542969,
                    0.005339136123657226,
                    0.00531660795211792,
                    0.005213183879852295,
                    0.005220352172851562,
                    0.005437439918518067,
                    0.005313568115234375,
                    0.00531763219833374,
                    0.005325823783874512,
                    0.005268479824066162,
                    0.0052930560111999515,
                    0.005329919815063477,
                    0.005311488151550293,
                    0.005518303871154785,
                    0.0055582718849182125,
                    0.0053298878669738765,
                    0.005417984008789062,
                    0.005328896045684814,
                    0.005355519771575928,
                    0.005368832111358642,
                    0.005341184139251709,
                    0.0053350400924682614,
                    0.005407743930816651,
                    0.005378047943115235,
                    0.0053606400489807126,
                    0.005375936031341553,
                    0.005348351955413819,
                    0.005322751998901368,
                    0.0053647360801696775,
                    0.00530841588973999,
                    0.005307392120361328,
                    0.00531660795211792,
                    0.005493760108947754,
                    0.005305344104766845,
                    0.005299200057983398,
                    0.0052899842262268066,
                    0.005338111877441406,
                    0.00532480001449585,
                    0.005298175811767578,
                    0.0053002238273620605,
                    0.005296127796173096,
                    0.005272575855255127,
                    0.005315584182739258,
                    0.00531660795211792,
                    0.0052930560111999515,
                    0.0053002238273620605,
                    0.005323775768280029,
                    0.005299200057983398,
                    0.005321728229522705,
                    0.005298175811767578,
                    0.005286911964416504,
                    0.005470208168029785,
                    0.005504000186920166,
                    0.005314559936523438,
                    0.005334047794342041,
                    0.005336063861846924,
                    0.005303296089172363,
                    0.005470208168029785,
                    0.005340159893035889,
                    0.0053002238273620605,
                    0.00531763219833374,
                    0.005319680213928223,
                    0.005292031764984131,
                    0.005327807903289795,
                    0.005328896045684814,
                    0.0053002238273620605,
                    0.005325823783874512,
                    0.0053043198585510255,
                    0.005287936210632324,
                    0.005321728229522705,
                    0.005289951801300049,
                    0.005430240154266358,
                    0.005313536167144775,
                    0.005314559936523438,
                    0.005368832111358642,
                    0.00530841588973999,
                    0.005318655967712403,
                    0.005210112094879151,
                    0.005425151824951172,
                    0.0053340158462524415,
                    0.005469183921813964,
                    0.00531660795211792,
                    0.005310463905334473,
                    0.00530944013595581,
                    0.005326848030090332,
                    0.0053534722328186036,
                    0.005306367874145508,
                    0.00530944013595581,
                    0.005311488151550293,
                    0.005298175811767578,
                    0.005340159893035889,
                    0.005313536167144775,
                    0.005277696132659912
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 190.3455333367043
            },
            "energy": {
                "unit": "kWh",
                "cpu": 6.433766077946615e-08,
                "ram": 3.5146537920604e-08,
                "gpu": 1.359160246486487e-07,
                "total": 2.3540022334871882e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 4248084.329633847
            }
        }
    }
}