{
    "config": {
        "name": "cuda_inference_transformers_image-classification_google/vit-base-patch16-224",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+rocm6.1",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "image-classification",
            "library": "transformers",
            "model_type": "vit",
            "model": "google/vit-base-patch16-224",
            "processor": "google/vit-base-patch16-224",
            "device": "cuda",
            "device_ids": "0",
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "model_kwargs": {},
            "processor_kwargs": {},
            "no_weights": true,
            "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]"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 68702699520,
            "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": "0.30.1",
            "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": 1383.399424,
                "max_global_vram": 0.0,
                "max_process_vram": 0.0,
                "max_reserved": 400.556032,
                "max_allocated": 346.271744
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.59739208984375,
                "mean": 7.59739208984375,
                "stdev": 0.0,
                "p50": 7.59739208984375,
                "p90": 7.59739208984375,
                "p95": 7.59739208984375,
                "p99": 7.59739208984375,
                "values": [
                    7.59739208984375
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1554.231296,
                "max_global_vram": 0.0,
                "max_process_vram": 0.0,
                "max_reserved": 406.847488,
                "max_allocated": 354.740224
            },
            "latency": {
                "unit": "s",
                "count": 175,
                "total": 0.9967691574096679,
                "mean": 0.005695823756626675,
                "stdev": 0.0009446869051411518,
                "p50": 0.005591824054718018,
                "p90": 0.005837680912017823,
                "p95": 0.006165391349792481,
                "p99": 0.007158444290161114,
                "values": [
                    0.005803823947906494,
                    0.005739665031433106,
                    0.005770544052124024,
                    0.005734224796295166,
                    0.005761424064636231,
                    0.0057620639801025395,
                    0.005738864898681641,
                    0.005758384227752686,
                    0.005741905212402343,
                    0.005740943908691406,
                    0.005733264923095703,
                    0.005733263969421387,
                    0.0057081451416015625,
                    0.005732624053955078,
                    0.005708304882049561,
                    0.0057057437896728515,
                    0.005726864814758301,
                    0.005681584835052491,
                    0.00572414493560791,
                    0.00569790506362915,
                    0.005710865020751953,
                    0.005687345027923584,
                    0.0057358241081237795,
                    0.005702064990997314,
                    0.005678544044494629,
                    0.005676624774932862,
                    0.005672784805297851,
                    0.005679344177246094,
                    0.005689585208892822,
                    0.005697264194488526,
                    0.00565646505355835,
                    0.005698225021362305,
                    0.005677743911743164,
                    0.005682384967803955,
                    0.005724464893341065,
                    0.0056964650154113766,
                    0.005696625232696533,
                    0.005673903942108155,
                    0.005698225021362305,
                    0.005666544914245605,
                    0.005662704944610596,
                    0.005778544902801513,
                    0.005656785011291504,
                    0.005686065196990967,
                    0.008678695678710938,
                    0.0058078250885009765,
                    0.005478065013885498,
                    0.005432465076446533,
                    0.00544334602355957,
                    0.005422545909881592,
                    0.005476624965667725,
                    0.005458224773406983,
                    0.005458065986633301,
                    0.005432785034179688,
                    0.005464785099029541,
                    0.0054435057640075685,
                    0.005459665775299072,
                    0.005455665111541748,
                    0.005442224979400635,
                    0.005444305896759033,
                    0.005459825038909912,
                    0.005454225063323975,
                    0.005447505950927734,
                    0.005475666046142578,
                    0.005458384990692139,
                    0.005454225063323975,
                    0.005457106113433838,
                    0.0054455862045288085,
                    0.0054561448097229,
                    0.005447824954986572,
                    0.005478866100311279,
                    0.005459825038909912,
                    0.005458065032958984,
                    0.005448625087738037,
                    0.005441425800323486,
                    0.00545118522644043,
                    0.005457584857940674,
                    0.00564334487915039,
                    0.0055350251197814945,
                    0.0054927849769592285,
                    0.005512465000152588,
                    0.005552784919738769,
                    0.005515185832977295,
                    0.005510225772857666,
                    0.005482385158538819,
                    0.005477105140686035,
                    0.005500464916229248,
                    0.005492945194244384,
                    0.005490225791931152,
                    0.005591824054718018,
                    0.005494225978851319,
                    0.005484944820404053,
                    0.0054732651710510255,
                    0.005475504875183106,
                    0.005523664951324463,
                    0.005498546123504639,
                    0.005527185916900635,
                    0.005500464916229248,
                    0.005480945110321045,
                    0.005514864921569824,
                    0.005490865230560303,
                    0.0054927849769592285,
                    0.005499666213989258,
                    0.0055020651817321775,
                    0.0054732651710510255,
                    0.005484624862670899,
                    0.0054646248817443845,
                    0.0054742259979248045,
                    0.00548830509185791,
                    0.0054951848983764645,
                    0.005479024887084961,
                    0.0054761447906494145,
                    0.005498546123504639,
                    0.005477264881134033,
                    0.005499185085296631,
                    0.005504465103149414,
                    0.005493265151977539,
                    0.005493424892425537,
                    0.0054772658348083494,
                    0.0054835047721862795,
                    0.00550254487991333,
                    0.005491505146026612,
                    0.005482224941253662,
                    0.0055190248489379885,
                    0.005511345863342285,
                    0.005493265151977539,
                    0.005482864856719971,
                    0.005497264862060547,
                    0.005797743797302246,
                    0.00572574520111084,
                    0.005751023769378662,
                    0.005745904922485352,
                    0.005717584133148193,
                    0.005755984783172607,
                    0.005759344100952148,
                    0.00577438497543335,
                    0.005772143840789795,
                    0.017148273468017578,
                    0.004599668025970459,
                    0.0046073470115661624,
                    0.004593267917633057,
                    0.004596308231353759,
                    0.004599987030029297,
                    0.004618227958679199,
                    0.005051186084747314,
                    0.00580494499206543,
                    0.0058199849128723145,
                    0.00579310417175293,
                    0.005819983959197998,
                    0.0058431849479675295,
                    0.0057945442199707035,
                    0.005755824089050293,
                    0.005829424858093262,
                    0.005723184108734131,
                    0.005749744892120361,
                    0.005745744228363037,
                    0.005805103778839111,
                    0.006156943798065186,
                    0.0066243019104003905,
                    0.006563342094421386,
                    0.006579981803894043,
                    0.006203023910522461,
                    0.00617758321762085,
                    0.005943024158477783,
                    0.0061641430854797365,
                    0.005959983825683594,
                    0.006217903137207032,
                    0.0059687838554382325,
                    0.006168303966522216,
                    0.006057263851165772,
                    0.00611294412612915,
                    0.006033102989196778,
                    0.005815664768218994,
                    0.005770703792572021,
                    0.005815184116363526
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 175.56723008442333
            },
            "energy": null,
            "efficiency": null
        }
    }
}