{
    "config": {
        "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+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": "5",
            "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": "warn",
            "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": "0.34.2",
            "accelerate_commit": null,
            "diffusers_version": "0.30.3",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": "0.12.0",
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1153.61792,
                "max_global_vram": 68702.69952,
                "max_process_vram": 46338.138112,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 9.081712890625,
                "mean": 9.081712890625,
                "stdev": 0.0,
                "p50": 9.081712890625,
                "p90": 9.081712890625,
                "p95": 9.081712890625,
                "p99": 9.081712890625,
                "values": [
                    9.081712890625
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1238.07744,
                "max_global_vram": 68702.69952,
                "max_process_vram": 120498.118656,
                "max_reserved": 148.897792,
                "max_allocated": 113.516032
            },
            "latency": {
                "unit": "s",
                "count": 132,
                "total": 1.0243929395675657,
                "mean": 0.007760552572481558,
                "stdev": 0.006554241949642997,
                "p50": 0.007201663017272949,
                "p90": 0.007999372959136964,
                "p95": 0.00806717267036438,
                "p99": 0.016654513616561884,
                "values": [
                    0.008321420669555664,
                    0.008125100135803223,
                    0.0077259020805358885,
                    0.00794926118850708,
                    0.007975981235504151,
                    0.0077846221923828125,
                    0.007834381103515625,
                    0.007871501922607422,
                    0.013870207786560059,
                    0.008044780731201172,
                    0.00741998291015625,
                    0.00719454288482666,
                    0.007352781772613525,
                    0.007208622932434082,
                    0.0072052631378173825,
                    0.007198062896728516,
                    0.007555662155151367,
                    0.007342863082885742,
                    0.00735230302810669,
                    0.007317422866821289,
                    0.0070859031677246095,
                    0.0071147031784057615,
                    0.007121903896331787,
                    0.007104143142700196,
                    0.007147182941436767,
                    0.0072527828216552735,
                    0.007142862796783447,
                    0.007142222881317138,
                    0.007338222026824951,
                    0.007120304107666016,
                    0.007215662956237793,
                    0.007288463115692138,
                    0.007273423194885254,
                    0.0072137432098388675,
                    0.007288143157958984,
                    0.00726718282699585,
                    0.00724910306930542,
                    0.007186542987823486,
                    0.007381103038787842,
                    0.0072499017715454105,
                    0.007310062885284424,
                    0.007276782035827637,
                    0.007234703063964844,
                    0.007209103107452392,
                    0.01757979965209961,
                    0.002288153886795044,
                    0.004842548847198486,
                    0.007045103073120117,
                    0.007063823223114014,
                    0.007266063213348389,
                    0.0074817419052124025,
                    0.0072382230758666994,
                    0.007329742908477783,
                    0.007107182979583741,
                    0.007057423114776611,
                    0.007055344104766846,
                    0.00706894302368164,
                    0.007042063236236572,
                    0.007055023193359375,
                    0.007275183200836182,
                    0.007304142951965332,
                    0.007059022903442382,
                    0.007051183223724365,
                    0.007212303161621094,
                    0.007064303874969482,
                    0.0070815830230712895,
                    0.0070870227813720705,
                    0.0070694231986999515,
                    0.00708622407913208,
                    0.007083663940429688,
                    0.007060943126678466,
                    0.007121582984924316,
                    0.0071177430152893064,
                    0.007097423076629639,
                    0.007101744174957275,
                    0.007121103763580322,
                    0.007192623138427734,
                    0.007062063217163086,
                    0.007057262897491455,
                    0.007065583229064942,
                    0.007048783779144287,
                    0.007063823223114014,
                    0.007067022800445556,
                    0.014595005989074707,
                    0.002293113946914673,
                    0.005400467872619629,
                    0.007081424236297608,
                    0.007052783012390137,
                    0.007025582790374756,
                    0.0070796642303466795,
                    0.007054703235626221,
                    0.007050542831420898,
                    0.007039183139801025,
                    0.00703934383392334,
                    0.00705806303024292,
                    0.007068303108215332,
                    0.0070556640625,
                    0.007041264057159424,
                    0.007075663089752197,
                    0.007056783199310303,
                    0.007042384147644043,
                    0.007031023025512695,
                    0.007060142993927002,
                    0.007544301986694336,
                    0.007406222820281983,
                    0.007262702941894531,
                    0.0072758221626281734,
                    0.00740798282623291,
                    0.007459181785583496,
                    0.007475502014160156,
                    0.0073879828453063965,
                    0.0073679819107055665,
                    0.007228783130645752,
                    0.007734541893005371,
                    0.00804094123840332,
                    0.008038061141967773,
                    0.007992140769958496,
                    0.00799678087234497,
                    0.008013100624084472,
                    0.0080945405960083,
                    0.008036781311035156,
                    0.007986061096191406,
                    0.008011341094970703,
                    0.007985101222991944,
                    0.00798270082473755,
                    0.007999660968780518,
                    0.08008284759521485,
                    0.0022854340076446534,
                    0.0022897539138793947,
                    0.0022889549732208253,
                    0.0022964739799499513,
                    0.002282394886016846
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 128.8568037727028
            },
            "energy": null,
            "efficiency": null
        }
    }
}