{
    "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": "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": "0.2.1",
            "optimum_benchmark_commit": "619f91dd928d405e72e9e7724b958f1538ca7d80",
            "transformers_version": "4.41.0",
            "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": "1.0.3",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1821.61408,
                "max_global_vram": 2612.55168,
                "max_process_vram": 88631.959552,
                "max_reserved": 148.897792,
                "max_allocated": 113.51808
            },
            "latency": {
                "unit": "s",
                "count": 151,
                "total": 0.9939396395683282,
                "mean": 0.006582381718995556,
                "stdev": 0.00016614605847172498,
                "p50": 0.006555698871612549,
                "p90": 0.006658739089965821,
                "p95": 0.006710179090499879,
                "p99": 0.006850019454956054,
                "values": [
                    0.0065438590049743655,
                    0.00658721923828125,
                    0.006381618022918701,
                    0.006543378829956054,
                    0.006590418815612793,
                    0.006544818878173828,
                    0.0066081790924072265,
                    0.006622418880462646,
                    0.006608337879180908,
                    0.006566897869110107,
                    0.006541139125823975,
                    0.006528499126434326,
                    0.006551538944244385,
                    0.006556017875671387,
                    0.0065158591270446774,
                    0.006543378829956054,
                    0.0065102591514587405,
                    0.006568337917327881,
                    0.006564497947692871,
                    0.006560658931732178,
                    0.006613779067993164,
                    0.006556499004364014,
                    0.006573938846588135,
                    0.006582098960876465,
                    0.006671218872070312,
                    0.006698739051818847,
                    0.0066648187637329106,
                    0.0066582589149475095,
                    0.006594899177551269,
                    0.0066649789810180665,
                    0.0066313791275024415,
                    0.006699059963226318,
                    0.006742098808288574,
                    0.006713778972625733,
                    0.00845410442352295,
                    0.006799378871917725,
                    0.006555698871612549,
                    0.006561938762664795,
                    0.006604178905487061,
                    0.006544338226318359,
                    0.0065579390525817875,
                    0.00654977798461914,
                    0.006554098129272461,
                    0.006604979038238526,
                    0.006574099063873291,
                    0.006577939033508301,
                    0.006598099231719971,
                    0.006520499229431152,
                    0.006518578052520752,
                    0.006525299072265625,
                    0.006543378829956054,
                    0.006538418769836426,
                    0.006541138172149658,
                    0.006539699077606201,
                    0.006522099018096924,
                    0.006534258842468262,
                    0.006530097961425781,
                    0.006551379203796386,
                    0.006557458877563476,
                    0.0065254588127136234,
                    0.0065264182090759276,
                    0.006715859889984131,
                    0.0065483379364013675,
                    0.0065667381286621095,
                    0.0065176191329956055,
                    0.0065531392097473145,
                    0.0065464191436767575,
                    0.006533298015594482,
                    0.006565779209136963,
                    0.006544339179992676,
                    0.006539379119873047,
                    0.006540658950805664,
                    0.006575697898864746,
                    0.006548498153686523,
                    0.006540819168090821,
                    0.006529298782348633,
                    0.0065012979507446285,
                    0.006481779098510742,
                    0.006525778770446777,
                    0.0065342578887939455,
                    0.006532177925109863,
                    0.006554258823394775,
                    0.006541139125823975,
                    0.006564019203186035,
                    0.006522737979888916,
                    0.00653105878829956,
                    0.006540019035339356,
                    0.006518898963928222,
                    0.006526577949523926,
                    0.006541779041290283,
                    0.006510738849639893,
                    0.006523218154907227,
                    0.006471858024597168,
                    0.006500178813934326,
                    0.006542098045349121,
                    0.006537938117980957,
                    0.006547059059143066,
                    0.006558259010314941,
                    0.006545938968658447,
                    0.0065345778465271,
                    0.006561298847198486,
                    0.006540819168090821,
                    0.0065622591972351076,
                    0.006545619010925293,
                    0.006470098972320557,
                    0.00657329797744751,
                    0.006583219051361084,
                    0.006557299137115479,
                    0.00680162000656128,
                    0.006628818988800049,
                    0.006658739089965821,
                    0.006706579208374024,
                    0.006678739070892334,
                    0.006624979019165039,
                    0.006619379043579101,
                    0.006574578762054443,
                    0.006558419227600098,
                    0.006748178958892822,
                    0.006585779190063476,
                    0.006561459064483643,
                    0.0065958590507507325,
                    0.0066435389518737795,
                    0.006543698787689209,
                    0.006582259178161621,
                    0.006588179111480713,
                    0.00689841890335083,
                    0.006568179130554199,
                    0.006533459186553955,
                    0.006530098915100098,
                    0.006501937866210937,
                    0.006509619235992432,
                    0.006599699020385742,
                    0.006607059001922607,
                    0.006566898822784424,
                    0.006574258804321289,
                    0.006557137966156006,
                    0.006550417900085449,
                    0.006612019062042236,
                    0.0065867390632629395,
                    0.006539858818054199,
                    0.006563858985900879,
                    0.006573298931121826,
                    0.0065368180274963375,
                    0.006561617851257324,
                    0.006548978805541992,
                    0.0065444989204406735,
                    0.006556179046630859,
                    0.006579698085784912,
                    0.006475858211517334,
                    0.006491539001464844,
                    0.006509616851806641
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 151.92069416366147
            },
            "energy": null,
            "efficiency": null
        }
    }
}