{
    "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_type": "resnet50",
            "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": {},
            "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,
            "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": 66697.285632,
            "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": "0.4.0",
            "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": 789.7088,
                "max_global_vram": 709.361664,
                "max_process_vram": 0.0,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.446029296875,
                "mean": 7.446029296875,
                "stdev": 0.0,
                "p50": 7.446029296875,
                "p90": 7.446029296875,
                "p95": 7.446029296875,
                "p99": 7.446029296875,
                "values": [
                    7.446029296875
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 4.31638260682424e-06,
                "ram": 2.349817226786399e-06,
                "gpu": 4.912781708000559e-06,
                "total": 1.1578981541611198e-05
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 976.7936,
                "max_global_vram": 1038.614528,
                "max_process_vram": 0.0,
                "max_reserved": 396.361728,
                "max_allocated": 245.323264
            },
            "latency": {
                "unit": "s",
                "count": 147,
                "total": 0.9998999395370486,
                "mean": 0.0068020404050139335,
                "stdev": 0.0003275935109481713,
                "p50": 0.006811647891998291,
                "p90": 0.0071999486923217774,
                "p95": 0.007324559831619262,
                "p99": 0.0076302744674682605,
                "values": [
                    0.0073820161819458,
                    0.007553023815155029,
                    0.007379007816314697,
                    0.007031807899475098,
                    0.006996992111206054,
                    0.0069550080299377445,
                    0.006973440170288086,
                    0.006879231929779053,
                    0.006870016098022461,
                    0.006811647891998291,
                    0.006887423992156983,
                    0.006922239780426025,
                    0.006773759841918945,
                    0.006713344097137451,
                    0.006774784088134766,
                    0.0067717118263244626,
                    0.00688640022277832,
                    0.006959104061126709,
                    0.006903808116912841,
                    0.006853631973266602,
                    0.006928351879119873,
                    0.006779903888702392,
                    0.00683513593673706,
                    0.006887423992156983,
                    0.007066624164581299,
                    0.006900640010833741,
                    0.006915071964263916,
                    0.00688640022277832,
                    0.006889472007751465,
                    0.006821887969970703,
                    0.0068494720458984375,
                    0.006883327960968018,
                    0.006856704235076904,
                    0.0067870721817016606,
                    0.0067491202354431155,
                    0.00678604793548584,
                    0.006804480075836182,
                    0.006738944053649902,
                    0.00683622407913208,
                    0.006854656219482422,
                    0.007076863765716553,
                    0.008572928428649903,
                    0.007418879985809326,
                    0.007332863807678222,
                    0.007284736156463623,
                    0.007582719802856445,
                    0.007670783996582031,
                    0.007303199768066406,
                    0.007244800090789795,
                    0.007198719978332519,
                    0.0071188478469848635,
                    0.00723356819152832,
                    0.007163904190063477,
                    0.007069695949554444,
                    0.007173088073730469,
                    0.00709222412109375,
                    0.00724886417388916,
                    0.007201791763305664,
                    0.00714137601852417,
                    0.006854656219482422,
                    0.006904831886291504,
                    0.006835264205932617,
                    0.006818816184997558,
                    0.006831136226654053,
                    0.0068986878395080565,
                    0.007110688209533691,
                    0.006966303825378418,
                    0.006908927917480469,
                    0.007020544052124023,
                    0.006922239780426025,
                    0.006887423992156983,
                    0.006884352207183838,
                    0.006834176063537598,
                    0.006803455829620361,
                    0.00690176010131836,
                    0.006750207901000976,
                    0.006767615795135498,
                    0.006658048152923584,
                    0.006650879859924317,
                    0.0067870721817016606,
                    0.006642687797546387,
                    0.006448192119598389,
                    0.006497280120849609,
                    0.006781888008117676,
                    0.006817791938781738,
                    0.006971392154693603,
                    0.0070133118629455565,
                    0.006916096210479736,
                    0.007007232189178467,
                    0.0073051838874816895,
                    0.00704204797744751,
                    0.006876160144805908,
                    0.006795263767242431,
                    0.006825920104980469,
                    0.006876160144805908,
                    0.006780928134918213,
                    0.006791168212890625,
                    0.006760447978973389,
                    0.006683584213256836,
                    0.006659039974212647,
                    0.0067276802062988285,
                    0.006651904106140137,
                    0.006627327919006347,
                    0.006675456047058105,
                    0.006649856090545654,
                    0.006619135856628418,
                    0.00675328016281128,
                    0.00667852783203125,
                    0.0066007041931152345,
                    0.00663043212890625,
                    0.006625279903411865,
                    0.006541344165802002,
                    0.006412288188934326,
                    0.006403071880340576,
                    0.0064880638122558594,
                    0.006396927833557129,
                    0.006369344234466553,
                    0.0064102401733398436,
                    0.006377471923828125,
                    0.00637440013885498,
                    0.00639081621170044,
                    0.006374368190765381,
                    0.0064174079895019534,
                    0.006402048110961914,
                    0.0063836159706115725,
                    0.0064133119583129885,
                    0.006369279861450195,
                    0.006409215927124024,
                    0.006409215927124024,
                    0.00637337589263916,
                    0.006450175762176514,
                    0.006403071880340576,
                    0.006456319808959961,
                    0.006421504020690918,
                    0.006409215927124024,
                    0.006412288188934326,
                    0.006369279861450195,
                    0.0064174079895019534,
                    0.006394879817962646,
                    0.006384640216827392,
                    0.006448128223419189,
                    0.006370304107666015,
                    0.006427648067474365,
                    0.006401023864746094,
                    0.006386688232421875,
                    0.006433792114257812,
                    0.006404096126556396
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 147.01471035997935
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.659742481819617e-08,
                "ram": 4.187229265872636e-08,
                "gpu": 1.660162618451625e-07,
                "total": 2.8448597932208507e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3515111.7196810427
            }
        }
    }
}