{
    "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": "0.3.1",
            "optimum_benchmark_commit": "78f186000310f5748c0db3b53c71221ca44cb3f0",
            "transformers_version": "4.42.3",
            "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": 1831.99744,
                "max_global_vram": 541.679616,
                "max_process_vram": 80288.632832,
                "max_reserved": 148.897792,
                "max_allocated": 113.520128
            },
            "latency": {
                "unit": "s",
                "count": 116,
                "total": 0.9984278068542479,
                "mean": 0.008607136265984895,
                "stdev": 0.0007408304949314202,
                "p50": 0.00842010259628296,
                "p90": 0.008992979526519774,
                "p95": 0.00941737699508667,
                "p99": 0.01233822078704833,
                "values": [
                    0.010161690711975098,
                    0.013890146255493164,
                    0.008842659950256347,
                    0.009398337364196777,
                    0.00875674057006836,
                    0.01257303524017334,
                    0.008666181564331054,
                    0.008301544189453124,
                    0.008226344108581543,
                    0.008667301177978516,
                    0.008468583106994628,
                    0.008419142723083497,
                    0.01100760555267334,
                    0.008982339859008788,
                    0.008787461280822754,
                    0.008611621856689454,
                    0.008504101753234863,
                    0.008710981369018555,
                    0.00856874179840088,
                    0.008590662002563476,
                    0.008634021759033203,
                    0.008814181327819824,
                    0.008287783622741698,
                    0.008302984237670898,
                    0.008284903526306153,
                    0.008946499824523925,
                    0.008576742172241211,
                    0.008743301391601562,
                    0.008592421531677247,
                    0.008409063339233398,
                    0.008425382614135743,
                    0.00869050121307373,
                    0.009003619194030761,
                    0.009574654579162598,
                    0.008697701454162597,
                    0.00852986240386963,
                    0.008389224052429199,
                    0.008384584426879883,
                    0.008322024345397949,
                    0.00922793674468994,
                    0.009085699081420899,
                    0.00851770305633545,
                    0.008734181404113769,
                    0.008762981414794922,
                    0.008467462539672852,
                    0.008553861618041992,
                    0.008463462829589844,
                    0.008543142318725586,
                    0.008608741760253906,
                    0.008585382461547851,
                    0.00860698127746582,
                    0.008547781944274902,
                    0.008328263282775878,
                    0.008185224533081055,
                    0.008161065101623535,
                    0.008038665771484375,
                    0.008291784286499024,
                    0.008058984756469727,
                    0.008006345748901368,
                    0.00803802490234375,
                    0.008069384574890136,
                    0.008068264961242676,
                    0.00938505744934082,
                    0.009295618057250977,
                    0.008500263214111329,
                    0.008182024955749512,
                    0.008284744262695312,
                    0.008289544105529786,
                    0.008315943717956542,
                    0.00847994327545166,
                    0.008327302932739257,
                    0.008160904884338379,
                    0.008181063652038575,
                    0.009474495887756347,
                    0.00861898136138916,
                    0.008298664093017579,
                    0.008450982093811035,
                    0.008297703742980956,
                    0.008367782592773437,
                    0.008312582969665527,
                    0.00822426414489746,
                    0.008280903816223144,
                    0.008570181846618652,
                    0.008905058860778808,
                    0.008484103202819825,
                    0.008440743446350098,
                    0.00842490291595459,
                    0.008417383193969726,
                    0.008365384101867676,
                    0.008402664184570313,
                    0.008561541557312011,
                    0.008390023231506347,
                    0.0082329044342041,
                    0.008249863624572754,
                    0.008288264274597168,
                    0.008441862106323242,
                    0.00823370361328125,
                    0.008300583839416504,
                    0.008339463233947754,
                    0.008384742736816407,
                    0.00828602409362793,
                    0.008189865112304687,
                    0.008265704154968261,
                    0.008274184226989747,
                    0.008415143013000488,
                    0.00832042407989502,
                    0.008378663063049317,
                    0.008402823448181152,
                    0.008412423133850098,
                    0.00832650375366211,
                    0.008373063087463379,
                    0.00832282257080078,
                    0.008404903411865235,
                    0.008347143173217773,
                    0.008428902626037597,
                    0.008421062469482422
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 116.18266158419792
            },
            "energy": null,
            "efficiency": null
        }
    }
}