{
    "config": {
        "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k",
        "backend": {
            "name": "pytorch",
            "version": "2.2.2+rocm5.7",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "image-classification",
            "model": "timm/resnet50.a1_in1k",
            "library": "timm",
            "device": "cuda",
            "device_ids": "0",
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "hub_kwargs": {
                "revision": "main",
                "force_download": false,
                "local_files_only": false,
                "trust_remote_code": false
            },
            "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": false,
            "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",
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7763 64-Core Processor",
            "cpu_count": 128,
            "cpu_ram_mb": 1082015.236096,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "Advanced Micro Devices, Inc. [AMD/ATI]"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 68702699520,
            "optimum_benchmark_version": "0.2.0",
            "optimum_benchmark_commit": "b0a0b933f18d5fa56eadb290a26cc2099f2dd4d8",
            "transformers_version": "4.40.2",
            "transformers_commit": null,
            "accelerate_version": "0.30.1",
            "accelerate_commit": null,
            "diffusers_version": "0.27.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "0.9.16",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1819.42272,
                "max_global_vram": 520.364032,
                "max_process_vram": 109652.00896,
                "max_reserved": 148.897792,
                "max_allocated": 113.51808
            },
            "latency": {
                "unit": "s",
                "count": 170,
                "total": 0.999107000827789,
                "mean": 0.0058771000048693485,
                "stdev": 0.0003145546855145893,
                "p50": 0.005715085029602051,
                "p90": 0.006340056943893432,
                "p95": 0.006433728528022766,
                "p99": 0.006635021982192993,
                "values": [
                    0.006310842037200928,
                    0.0062007617950439456,
                    0.006078042984008789,
                    0.005968122959136963,
                    0.006076282978057861,
                    0.005827324867248535,
                    0.005850365161895752,
                    0.005834044933319092,
                    0.0058065252304077145,
                    0.005799324035644531,
                    0.005786843776702881,
                    0.005775324821472168,
                    0.005743003845214843,
                    0.005743965148925782,
                    0.005722364902496338,
                    0.005707005023956299,
                    0.005712285041809082,
                    0.005893084049224853,
                    0.005795164108276367,
                    0.005719325065612793,
                    0.005723965167999267,
                    0.006138843059539795,
                    0.0057167649269104,
                    0.005721405029296875,
                    0.005701244831085205,
                    0.0057116451263427735,
                    0.005735484123229981,
                    0.005757084846496582,
                    0.006246840953826905,
                    0.00593804407119751,
                    0.0057329249382019045,
                    0.005767805099487305,
                    0.005724924087524414,
                    0.006799959182739258,
                    0.007903151035308838,
                    0.00619500207901001,
                    0.006261561870574951,
                    0.0062100419998168946,
                    0.006052443027496338,
                    0.006376760959625244,
                    0.006363961219787597,
                    0.006425879955291748,
                    0.006431000232696533,
                    0.006260601997375488,
                    0.005941243171691895,
                    0.006084443092346192,
                    0.006063162803649902,
                    0.005910364151000977,
                    0.005823644161224365,
                    0.005863324165344238,
                    0.005641085147857666,
                    0.005653564929962158,
                    0.0057134051322937016,
                    0.005765244007110596,
                    0.005646046161651611,
                    0.005651646137237549,
                    0.0056406049728393555,
                    0.005637885093688965,
                    0.00566764497756958,
                    0.005649405002593994,
                    0.005666046142578125,
                    0.005640446186065674,
                    0.0056548452377319335,
                    0.005652605056762695,
                    0.005660765171051026,
                    0.005644124984741211,
                    0.005661884784698487,
                    0.0058518037796020505,
                    0.005633086204528809,
                    0.005679326057434082,
                    0.005647325992584228,
                    0.005636445045471191,
                    0.005638364791870117,
                    0.005637246131896973,
                    0.005649886131286621,
                    0.005661725044250488,
                    0.005643004894256592,
                    0.005661244869232178,
                    0.005676284790039062,
                    0.00568012523651123,
                    0.0056737251281738284,
                    0.005689565181732178,
                    0.005645724773406982,
                    0.005677084922790527,
                    0.0056687650680541995,
                    0.005651965141296387,
                    0.005674046039581299,
                    0.005633245944976806,
                    0.005652285099029541,
                    0.00564908504486084,
                    0.006039322853088379,
                    0.0056546850204467775,
                    0.005661725044250488,
                    0.005639965057373047,
                    0.005647965908050537,
                    0.0056551661491394045,
                    0.005642365932464599,
                    0.005689085006713867,
                    0.005637885093688965,
                    0.005647164821624756,
                    0.005650684833526611,
                    0.00562812614440918,
                    0.005663646221160889,
                    0.005679965019226074,
                    0.005596605777740479,
                    0.005681405067443848,
                    0.005644445896148682,
                    0.005670206069946289,
                    0.005633565902709961,
                    0.0056622052192687984,
                    0.005646685123443604,
                    0.005654045104980469,
                    0.00565052604675293,
                    0.0056679658889770505,
                    0.005668766021728515,
                    0.005651485919952392,
                    0.005655805110931397,
                    0.005631965160369873,
                    0.005661564826965332,
                    0.005660604953765869,
                    0.005659164905548096,
                    0.005655486106872559,
                    0.005649566173553467,
                    0.005677565097808838,
                    0.006337400913238526,
                    0.005791164875030517,
                    0.005673884868621826,
                    0.005680604934692383,
                    0.00565180492401123,
                    0.005646204948425293,
                    0.006114043235778808,
                    0.005989563941955566,
                    0.006371641159057617,
                    0.00644140100479126,
                    0.006420920848846436,
                    0.006419641017913818,
                    0.006131642818450927,
                    0.0061580419540405275,
                    0.005962362766265869,
                    0.006168921947479248,
                    0.005948122978210449,
                    0.006178041934967041,
                    0.005997562885284424,
                    0.006124282836914062,
                    0.006043162822723389,
                    0.006124123096466065,
                    0.006274521827697754,
                    0.006143641948699951,
                    0.006113081932067871,
                    0.005674685001373291,
                    0.005956284046173096,
                    0.005694046020507813,
                    0.006043962955474854,
                    0.005684124946594238,
                    0.0057134051322937016,
                    0.005709565162658691,
                    0.0057042851448059085,
                    0.005774205207824707,
                    0.006171641826629638,
                    0.006134202003479004,
                    0.006188121795654297,
                    0.0060710029602050785,
                    0.006233401775360107,
                    0.006459159851074219,
                    0.00643596076965332,
                    0.006424120903015137,
                    0.006447638988494873,
                    0.0065609197616577145,
                    0.006490200042724609,
                    0.006520760059356689
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 170.15194554652308
            },
            "energy": null,
            "efficiency": null
        }
    }
}