{
    "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": 952.397824,
                "max_global_vram": 1047.003136,
                "max_process_vram": 0.0,
                "max_reserved": 396.361728,
                "max_allocated": 253.912576
            },
            "latency": {
                "unit": "s",
                "count": 184,
                "total": 0.9995447683334348,
                "mean": 0.005432308523551277,
                "stdev": 0.00018867058925578842,
                "p50": 0.00534988808631897,
                "p90": 0.005739622306823731,
                "p95": 0.00580915195941925,
                "p99": 0.005968778696060178,
                "values": [
                    0.006108191967010498,
                    0.005756927967071533,
                    0.005932032108306885,
                    0.00586240005493164,
                    0.005888000011444092,
                    0.005830656051635743,
                    0.005819392204284668,
                    0.005768191814422607,
                    0.005791744232177734,
                    0.005769216060638428,
                    0.005756896018981933,
                    0.0058122239112854005,
                    0.005760000228881836,
                    0.005607423782348633,
                    0.00550707197189331,
                    0.0055797758102417,
                    0.005649407863616943,
                    0.0057077760696411135,
                    0.005762080192565918,
                    0.005708799839019775,
                    0.005752831935882568,
                    0.005455872058868408,
                    0.005453824043273926,
                    0.005437439918518067,
                    0.005529600143432617,
                    0.0055582718849182125,
                    0.005511168003082275,
                    0.005547008037567139,
                    0.005493760108947754,
                    0.005432320117950439,
                    0.005502975940704345,
                    0.005486591815948487,
                    0.005535744190216065,
                    0.005440512180328369,
                    0.005302271842956543,
                    0.005349376201629639,
                    0.00535756778717041,
                    0.00542310380935669,
                    0.005321728229522705,
                    0.005420032024383545,
                    0.005437439918518067,
                    0.005439487934112549,
                    0.005537792205810547,
                    0.005612480163574219,
                    0.005552127838134766,
                    0.005552127838134766,
                    0.005472256183624268,
                    0.005396480083465576,
                    0.005430240154266358,
                    0.00556441593170166,
                    0.0054609918594360355,
                    0.005448703765869141,
                    0.005478400230407715,
                    0.0054241280555725096,
                    0.005505023956298828,
                    0.0054271998405456545,
                    0.005416959762573242,
                    0.0055511040687561035,
                    0.005590015888214111,
                    0.005691391944885254,
                    0.005646336078643799,
                    0.005611519813537597,
                    0.0055890240669250486,
                    0.005390336036682129,
                    0.005438464164733887,
                    0.005416959762573242,
                    0.005462016105651855,
                    0.0055920639038085935,
                    0.005537792205810547,
                    0.0055552000999450684,
                    0.005537792205810547,
                    0.0054917120933532714,
                    0.00552345609664917,
                    0.005449759960174561,
                    0.005326848030090332,
                    0.005517312049865723,
                    0.00535859203338623,
                    0.00536575984954834,
                    0.005255167961120606,
                    0.005127168178558349,
                    0.0051363840103149415,
                    0.005586944103240967,
                    0.0055417919158935545,
                    0.005359615802764893,
                    0.005292031764984131,
                    0.005287936210632324,
                    0.0053002238273620605,
                    0.005298175811767578,
                    0.005288959980010987,
                    0.005407743930816651,
                    0.005552192211151123,
                    0.005535744190216065,
                    0.0056217598915100095,
                    0.005661695957183838,
                    0.005780479907989502,
                    0.005527552127838135,
                    0.005442560195922852,
                    0.005502975940704345,
                    0.005313536167144775,
                    0.005288959980010987,
                    0.005350399971008301,
                    0.005314559936523438,
                    0.005307392120361328,
                    0.005344255924224854,
                    0.005361663818359375,
                    0.005306367874145508,
                    0.005299200057983398,
                    0.005302271842956543,
                    0.005298175811767578,
                    0.005327807903289795,
                    0.0052674560546875,
                    0.0053534722328186036,
                    0.005264383792877197,
                    0.005294079780578613,
                    0.005284863948822022,
                    0.005321728229522705,
                    0.005303328037261963,
                    0.005276671886444092,
                    0.005286911964416504,
                    0.005281792163848877,
                    0.005262335777282715,
                    0.005298175811767578,
                    0.005285888195037842,
                    0.005274623870849609,
                    0.005286911964416504,
                    0.005278719902038574,
                    0.005264383792877197,
                    0.00531763219833374,
                    0.005277696132659912,
                    0.005268447875976563,
                    0.0052930560111999515,
                    0.005275648117065429,
                    0.0052705278396606445,
                    0.005306367874145508,
                    0.005285888195037842,
                    0.005277696132659912,
                    0.0052899842262268066,
                    0.005276671886444092,
                    0.005261312007904053,
                    0.005269504070281982,
                    0.005273600101470947,
                    0.005273536205291748,
                    0.005284863948822022,
                    0.005277696132659912,
                    0.0052715520858764645,
                    0.005279744148254394,
                    0.005296127796173096,
                    0.005281792163848877,
                    0.005310463905334473,
                    0.005314559936523438,
                    0.005277664184570313,
                    0.005347392082214355,
                    0.005306367874145508,
                    0.005292031764984131,
                    0.005294079780578613,
                    0.005269504070281982,
                    0.0052930560111999515,
                    0.005315584182739258,
                    0.005283840179443359,
                    0.0052971520423889164,
                    0.00531763219833374,
                    0.005260287761688232,
                    0.0052715520858764645,
                    0.00531763219833374,
                    0.005940224170684814,
                    0.006276095867156982,
                    0.005827583789825439,
                    0.005296127796173096,
                    0.00531660795211792,
                    0.005298175811767578,
                    0.0052971520423889164,
                    0.005339136123657226,
                    0.005329919815063477,
                    0.0052971520423889164,
                    0.00532480001449585,
                    0.005288959980010987,
                    0.005282847881317138,
                    0.005315584182739258,
                    0.005307392120361328,
                    0.005279776096343994,
                    0.005276671886444092,
                    0.005284863948822022,
                    0.005274623870849609,
                    0.005315584182739258
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 184.0838007754146
            },
            "energy": {
                "unit": "kWh",
                "cpu": 6.118711993047052e-08,
                "ram": 3.336691283297396e-08,
                "gpu": 1.316982725979378e-07,
                "total": 2.2625230536138227e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 4419844.46701105
            }
        }
    }
}