{
    "config": {
        "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+rocm6.1",
            "_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": 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": 1082015.256576,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.15.0-101-generic-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]"
            ],
            "gpu_count": 8,
            "gpu_vram_mb": 549621596160,
            "optimum_benchmark_version": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1469.17376,
                "max_global_vram": 11.087872,
                "max_process_vram": 0.0,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.102890625,
                "mean": 8.102890625,
                "stdev": 0.0,
                "p50": 8.102890625,
                "p90": 8.102890625,
                "p95": 8.102890625,
                "p99": 8.102890625,
                "values": [
                    8.102890625
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1555.685376,
                "max_global_vram": 11.149312,
                "max_process_vram": 0.0,
                "max_reserved": 148.897792,
                "max_allocated": 113.516032
            },
            "latency": {
                "unit": "s",
                "count": 120,
                "total": 1.0023021020889287,
                "mean": 0.008352517517407735,
                "stdev": 0.0005699882983985471,
                "p50": 0.008188376426696776,
                "p90": 0.009083766078948976,
                "p95": 0.009262909984588624,
                "p99": 0.009770253772735596,
                "values": [
                    0.008870534896850586,
                    0.00904989528656006,
                    0.009182853698730469,
                    0.009250534057617188,
                    0.009229892730712891,
                    0.009240934371948242,
                    0.009499492645263672,
                    0.010093091011047363,
                    0.00978685188293457,
                    0.009699493408203126,
                    0.009082694053649903,
                    0.00894173526763916,
                    0.008972614288330079,
                    0.008921895027160644,
                    0.008835814476013183,
                    0.008806694984436035,
                    0.008882695198059083,
                    0.008918214797973632,
                    0.008795655250549317,
                    0.008846214294433594,
                    0.008869415283203124,
                    0.008893733978271484,
                    0.009093414306640625,
                    0.009142053604125977,
                    0.009498052597045899,
                    0.009579973220825195,
                    0.008549256324768066,
                    0.008538535118103027,
                    0.008540936470031738,
                    0.008596454620361328,
                    0.008634855270385742,
                    0.008693414688110352,
                    0.008634535789489747,
                    0.008660615921020508,
                    0.008611495018005372,
                    0.008676135063171386,
                    0.00862749481201172,
                    0.008669095993041992,
                    0.008649255752563477,
                    0.008672454833984374,
                    0.008676295280456542,
                    0.008655335426330566,
                    0.008614695549011231,
                    0.008636775970458985,
                    0.008657574653625488,
                    0.008645255088806153,
                    0.008697574615478515,
                    0.008756295204162597,
                    0.008730375289916992,
                    0.008782375335693359,
                    0.008779814720153808,
                    0.008296775817871093,
                    0.007967977046966553,
                    0.0077566180229187015,
                    0.007780938148498535,
                    0.007785737037658691,
                    0.008008617401123047,
                    0.007809738159179688,
                    0.007835658073425292,
                    0.007802217960357666,
                    0.00783693790435791,
                    0.0078246169090271,
                    0.007795177936553955,
                    0.007750217914581299,
                    0.007722698211669922,
                    0.0077834978103637695,
                    0.007801417827606201,
                    0.007830536842346192,
                    0.007824617862701416,
                    0.007851817131042481,
                    0.007869257926940917,
                    0.00781725788116455,
                    0.007796617984771728,
                    0.007713098049163819,
                    0.007779337882995605,
                    0.007827336788177491,
                    0.007983656883239746,
                    0.007747178077697754,
                    0.007859017848968506,
                    0.00784317684173584,
                    0.007833258152008056,
                    0.007817737102508545,
                    0.007813737869262696,
                    0.00781357717514038,
                    0.007832618236541748,
                    0.007813258171081543,
                    0.007852458000183105,
                    0.007801578044891357,
                    0.007827657222747803,
                    0.007781737804412841,
                    0.007803338050842285,
                    0.007829738140106202,
                    0.0077993378639221195,
                    0.007809257030487061,
                    0.007823338031768799,
                    0.0077823781967163086,
                    0.007844137191772462,
                    0.00780413818359375,
                    0.007834376811981202,
                    0.00781885814666748,
                    0.0078049378395080565,
                    0.007842217922210694,
                    0.00807997703552246,
                    0.008055657386779784,
                    0.008025096893310548,
                    0.007935816764831544,
                    0.007706058025360107,
                    0.007874376773834228,
                    0.007873258113861085,
                    0.007948456764221191,
                    0.008064777374267577,
                    0.008497414588928222,
                    0.008787654876708984,
                    0.008774054527282716,
                    0.008755494117736816,
                    0.007946217060089111,
                    0.008303976058959961,
                    0.008560296058654784,
                    0.00870589542388916,
                    0.008750855445861816
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 119.72438224952772
            },
            "energy": null,
            "efficiency": null
        }
    }
}