{
    "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": "0.3.0",
            "optimum_benchmark_commit": "57f6495c03ea0fa48e157048c97add150dcd765c",
            "transformers_version": "4.42.3",
            "transformers_commit": null,
            "accelerate_version": "0.31.0",
            "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": 1832.574976,
                "max_global_vram": 541.261824,
                "max_process_vram": 84068.483072,
                "max_reserved": 148.897792,
                "max_allocated": 113.51808
            },
            "latency": {
                "unit": "s",
                "count": 174,
                "total": 0.9957824792861939,
                "mean": 0.005722887811989619,
                "stdev": 0.00034020501027815794,
                "p50": 0.005516952514648437,
                "p90": 0.00619887113571167,
                "p95": 0.006214350843429565,
                "p99": 0.006290994982719424,
                "values": [
                    0.006460471153259277,
                    0.0056343917846679685,
                    0.005614071846008301,
                    0.007363669872283936,
                    0.00560863208770752,
                    0.005615993022918701,
                    0.005607192039489746,
                    0.00558511209487915,
                    0.005560792922973633,
                    0.005565591812133789,
                    0.005544312000274658,
                    0.005535993099212646,
                    0.005539192199707031,
                    0.005520311832427979,
                    0.0055107131004333496,
                    0.005505591869354248,
                    0.0055396728515625,
                    0.005554711818695069,
                    0.0055273518562316895,
                    0.005504632949829101,
                    0.005507991790771484,
                    0.005527192115783691,
                    0.005516952991485595,
                    0.005496952056884765,
                    0.005511353015899658,
                    0.00552351188659668,
                    0.005490073204040527,
                    0.00551695203781128,
                    0.005501912117004394,
                    0.005493913173675537,
                    0.005538392066955567,
                    0.005524153232574463,
                    0.005515992164611816,
                    0.005552311897277832,
                    0.005525113105773926,
                    0.005702712059020996,
                    0.005540152072906494,
                    0.00552927303314209,
                    0.005549272060394287,
                    0.005516313076019287,
                    0.0055444731712341305,
                    0.005518392086029052,
                    0.0054942331314086915,
                    0.00551583194732666,
                    0.005468472003936768,
                    0.0055014328956604006,
                    0.005496471881866455,
                    0.005476633071899414,
                    0.005510231971740723,
                    0.005484632968902588,
                    0.005472152233123779,
                    0.005496792793273926,
                    0.00548255205154419,
                    0.0054569530487060544,
                    0.005475671768188477,
                    0.005467193126678467,
                    0.00547903299331665,
                    0.005479351997375488,
                    0.0054710330963134764,
                    0.005711351871490479,
                    0.005519032955169678,
                    0.005491992950439453,
                    0.0054510321617126465,
                    0.005452632904052734,
                    0.005476632118225098,
                    0.0054409527778625484,
                    0.005440951824188233,
                    0.005452473163604737,
                    0.005441271781921387,
                    0.005462553024291992,
                    0.005439832210540772,
                    0.006035672187805176,
                    0.0062123122215271,
                    0.006163990974426269,
                    0.006163512229919434,
                    0.006192151069641113,
                    0.0061953520774841305,
                    0.00620495080947876,
                    0.006185111999511719,
                    0.006180470943450928,
                    0.006185111999511719,
                    0.006187030792236328,
                    0.006195991992950439,
                    0.006166871070861816,
                    0.006215832233428955,
                    0.006170870780944825,
                    0.0061953520774841305,
                    0.0061740708351135255,
                    0.006171832084655762,
                    0.006176791191101074,
                    0.006191512107849121,
                    0.006206390857696534,
                    0.006164951801300049,
                    0.006179511070251465,
                    0.006198552131652832,
                    0.0061900711059570315,
                    0.00621583080291748,
                    0.006196311950683594,
                    0.006210711002349854,
                    0.006188471794128418,
                    0.006214870929718018,
                    0.006183512210845947,
                    0.0062255911827087404,
                    0.006204631805419922,
                    0.006214070796966553,
                    0.006224792003631591,
                    0.006220952033996582,
                    0.006181271076202393,
                    0.006194231986999511,
                    0.00619887113571167,
                    0.006193272113800049,
                    0.0061974310874938964,
                    0.0062283120155334475,
                    0.006212631225585938,
                    0.0061860718727111816,
                    0.006198551177978516,
                    0.006195511817932129,
                    0.0061900711059570315,
                    0.006202871799468994,
                    0.00619887113571167,
                    0.006057591915130616,
                    0.005781432151794433,
                    0.005714392185211182,
                    0.005868792057037353,
                    0.005736152172088623,
                    0.005685272216796875,
                    0.005466553211212158,
                    0.005478551864624023,
                    0.0054806327819824216,
                    0.005500152111053467,
                    0.005467513084411621,
                    0.005483673095703125,
                    0.005515672206878662,
                    0.005485912799835205,
                    0.005468791961669922,
                    0.005478393077850341,
                    0.0054583921432495115,
                    0.005462553024291992,
                    0.005467031955718994,
                    0.00546431303024292,
                    0.005463992118835449,
                    0.005477592945098877,
                    0.005464632034301758,
                    0.005475193023681641,
                    0.005455031871795655,
                    0.005476953029632569,
                    0.005479512214660645,
                    0.005462233066558838,
                    0.005488152027130127,
                    0.005469752788543701,
                    0.005501112937927246,
                    0.0054846320152282715,
                    0.005480473041534424,
                    0.005505591869354248,
                    0.005470073223114014,
                    0.005480311870574951,
                    0.005498393058776856,
                    0.005484951972961426,
                    0.005477433204650879,
                    0.0054937520027160645,
                    0.005484152793884278,
                    0.005493271827697754,
                    0.005475671768188477,
                    0.0054447932243347165,
                    0.005487192153930664,
                    0.005469273090362549,
                    0.005461912155151367,
                    0.0055083131790161135,
                    0.005502232074737549,
                    0.0055014328956604006,
                    0.005492152214050293,
                    0.005461273193359375,
                    0.005468952178955078,
                    0.00548719310760498
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 174.7369567344952
            },
            "energy": null,
            "efficiency": null
        }
    }
}