{
    "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",
            "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": {},
            "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": 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",
            "numactl": false,
            "numactl_kwargs": {},
            "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": "0.3.1",
            "optimum_benchmark_commit": "bc46022225a5818a4648ee2abeffdd38c4a9b291",
            "transformers_version": "4.42.4",
            "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": 1831.849984,
                "max_global_vram": 541.462528,
                "max_process_vram": 106664.505344,
                "max_reserved": 148.897792,
                "max_allocated": 113.520128
            },
            "latency": {
                "unit": "s",
                "count": 128,
                "total": 0.9984232053756714,
                "mean": 0.007800181291997432,
                "stdev": 0.0004042863227598816,
                "p50": 0.007528092622756958,
                "p90": 0.008325022220611572,
                "p95": 0.00842204508781433,
                "p99": 0.008700692577362062,
                "values": [
                    0.007804012775421142,
                    0.007500492095947266,
                    0.007692331790924072,
                    0.0075054531097412105,
                    0.007526251792907715,
                    0.007509131908416748,
                    0.00750465202331543,
                    0.007690893173217773,
                    0.0074644918441772465,
                    0.007441771984100342,
                    0.007460172176361084,
                    0.0074932918548583985,
                    0.00750465202331543,
                    0.007532331943511963,
                    0.00751985216140747,
                    0.007505291938781738,
                    0.007532011985778808,
                    0.007529773235321045,
                    0.007482731819152832,
                    0.007508172035217285,
                    0.007513291835784912,
                    0.0075092921257019045,
                    0.007497292041778564,
                    0.00748449182510376,
                    0.007520812034606934,
                    0.007533291816711426,
                    0.007713132858276367,
                    0.007477292060852051,
                    0.007526412010192871,
                    0.007486732006072998,
                    0.007483372211456299,
                    0.00745441198348999,
                    0.007482091903686524,
                    0.007471052169799805,
                    0.007497772216796875,
                    0.007494732856750488,
                    0.007479531764984131,
                    0.007538732051849365,
                    0.007603052139282226,
                    0.007517773151397705,
                    0.007627212047576905,
                    0.0075116920471191406,
                    0.007524171829223633,
                    0.007488972187042237,
                    0.007505291938781738,
                    0.0075080118179321285,
                    0.007743052959442139,
                    0.007488011837005615,
                    0.0074932918548583985,
                    0.007521131992340088,
                    0.00752321195602417,
                    0.0074787321090698244,
                    0.007507212162017822,
                    0.007504171848297119,
                    0.007741292953491211,
                    0.007513932228088379,
                    0.00749153184890747,
                    0.007493453025817871,
                    0.007482572078704834,
                    0.007707052230834961,
                    0.007539691925048828,
                    0.0074928121566772464,
                    0.0074884920120239255,
                    0.007480492115020752,
                    0.007368651866912842,
                    0.007507691860198975,
                    0.007548011779785156,
                    0.007492971897125244,
                    0.007530251979827881,
                    0.00749153184890747,
                    0.007500492095947266,
                    0.007491851806640625,
                    0.007493611812591553,
                    0.0074560117721557614,
                    0.007471052169799805,
                    0.007476972103118896,
                    0.007400492191314697,
                    0.007394571781158447,
                    0.007399372100830078,
                    0.0077731328010559085,
                    0.007365771770477295,
                    0.007354891777038574,
                    0.007653451919555664,
                    0.008249613761901855,
                    0.008249452590942383,
                    0.00843217372894287,
                    0.008226252555847169,
                    0.008219533920288086,
                    0.008206572532653809,
                    0.00819121265411377,
                    0.008215213775634765,
                    0.008212653160095215,
                    0.008225772857666016,
                    0.008214094161987305,
                    0.00848017406463623,
                    0.008268173217773438,
                    0.008275532722473144,
                    0.00833681297302246,
                    0.00842017364501953,
                    0.00830849266052246,
                    0.008324494361877441,
                    0.008475214004516602,
                    0.00837617301940918,
                    0.0082908935546875,
                    0.008235053062438965,
                    0.00828945255279541,
                    0.008304492950439453,
                    0.008261774063110352,
                    0.008296652793884278,
                    0.008235374450683593,
                    0.008278893470764161,
                    0.009325775146484375,
                    0.008782254219055177,
                    0.008423052787780761,
                    0.008331692695617676,
                    0.00843441390991211,
                    0.008267373085021972,
                    0.0081577730178833,
                    0.008294572830200195,
                    0.008133132934570313,
                    0.00832625389099121,
                    0.008272972106933594,
                    0.008179533004760741,
                    0.00826865291595459,
                    0.00821953296661377,
                    0.008260173797607422,
                    0.008408013343811036,
                    0.008219054222106933
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 128.20214845851677
            },
            "energy": null,
            "efficiency": null
        }
    }
}