{
    "config": {
        "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+rocm5.7",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "fill-mask",
            "library": "transformers",
            "model_type": "bert",
            "model": "google-bert/bert-base-uncased",
            "processor": "google-bert/bert-base-uncased",
            "device": "cuda",
            "device_ids": "5",
            "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": "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": 1069.846528,
                "max_global_vram": 68702.69952,
                "max_process_vram": 42791.665664,
                "max_reserved": 589.299712,
                "max_allocated": 533.571072
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.5705107421875,
                "mean": 8.5705107421875,
                "stdev": 0.0,
                "p50": 8.5705107421875,
                "p90": 8.5705107421875,
                "p95": 8.5705107421875,
                "p99": 8.5705107421875,
                "values": [
                    8.5705107421875
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1199.529984,
                "max_global_vram": 68702.69952,
                "max_process_vram": 235948.38016,
                "max_reserved": 589.299712,
                "max_allocated": 439.456768
            },
            "latency": {
                "unit": "s",
                "count": 152,
                "total": 1.0045759148597717,
                "mean": 0.006609052071445868,
                "stdev": 0.0002996730294093325,
                "p50": 0.0064823739528656,
                "p90": 0.007037204122543335,
                "p95": 0.007267571878433227,
                "p99": 0.007852701678276062,
                "values": [
                    0.007188611984252929,
                    0.006879172801971436,
                    0.00672477388381958,
                    0.006747813224792481,
                    0.006683013916015625,
                    0.007223651885986328,
                    0.007222531795501709,
                    0.006929092884063721,
                    0.007841568946838379,
                    0.006857892990112305,
                    0.007972289085388183,
                    0.007086212158203125,
                    0.006528295040130615,
                    0.006480134010314941,
                    0.006471654891967773,
                    0.006488454818725586,
                    0.006454695224761963,
                    0.00646605396270752,
                    0.006503815174102783,
                    0.006489095211029053,
                    0.006496453762054443,
                    0.006473575115203857,
                    0.006484135150909424,
                    0.006510054111480713,
                    0.00647565507888794,
                    0.006473575115203857,
                    0.006460614204406738,
                    0.006475015163421631,
                    0.006459014892578125,
                    0.006469415187835693,
                    0.006528133869171142,
                    0.006520773887634277,
                    0.006472455024719238,
                    0.006508454799652099,
                    0.006482853889465332,
                    0.006478535175323486,
                    0.006505734920501709,
                    0.006473574161529541,
                    0.0064894151687622074,
                    0.006472455024719238,
                    0.006449573993682861,
                    0.006462214946746826,
                    0.006465415000915528,
                    0.006457574844360351,
                    0.006471653938293457,
                    0.006446855068206787,
                    0.006483015060424805,
                    0.006485895156860351,
                    0.006481093883514404,
                    0.006478215217590332,
                    0.006467494964599609,
                    0.006508614063262939,
                    0.006509254932403565,
                    0.006478535175323486,
                    0.006475334167480469,
                    0.006470855236053467,
                    0.006483335018157959,
                    0.006481894016265869,
                    0.006466535091400147,
                    0.006462854862213135,
                    0.006485253810882568,
                    0.0064777350425720215,
                    0.006479654788970947,
                    0.006470695018768311,
                    0.006489093780517578,
                    0.006498215198516846,
                    0.006474215030670166,
                    0.0064962940216064455,
                    0.00648653507232666,
                    0.006555173873901367,
                    0.006508615016937256,
                    0.006524774074554443,
                    0.006477254867553711,
                    0.006495975017547608,
                    0.006471653938293457,
                    0.006491014957427979,
                    0.0064758148193359375,
                    0.006471014022827149,
                    0.006460935115814209,
                    0.006474534988403321,
                    0.006499975204467773,
                    0.006481094837188721,
                    0.006480454921722412,
                    0.0064986939430236815,
                    0.006484614849090576,
                    0.006683013916015625,
                    0.007215012073516846,
                    0.006471654891967773,
                    0.006440614223480225,
                    0.006434374809265136,
                    0.006454854965209961,
                    0.0064593348503112795,
                    0.006467175006866455,
                    0.006449254035949707,
                    0.006519495010375976,
                    0.006518054008483887,
                    0.0064668550491333,
                    0.006458694934844971,
                    0.006485253810882568,
                    0.006474534988403321,
                    0.006473094940185547,
                    0.006443815231323242,
                    0.00646221399307251,
                    0.0064710149765014645,
                    0.007864288806915283,
                    0.006470534801483154,
                    0.006454215049743652,
                    0.006439974784851074,
                    0.006466215133666992,
                    0.006464933872222901,
                    0.006470055103302002,
                    0.006481414794921875,
                    0.0064626941680908205,
                    0.0064807748794555664,
                    0.006517254829406739,
                    0.0064895739555358885,
                    0.006508134841918946,
                    0.00647949504852295,
                    0.006486053943634033,
                    0.00649085521697998,
                    0.006440295219421387,
                    0.006717573165893555,
                    0.007340931892395019,
                    0.007695970058441162,
                    0.007351331233978272,
                    0.007344611167907715,
                    0.00732125186920166,
                    0.006960453033447266,
                    0.006901093006134033,
                    0.0069050931930541995,
                    0.00691213321685791,
                    0.007164452075958252,
                    0.006899972915649414,
                    0.007097571849822998,
                    0.006917092800140381,
                    0.007045732021331787,
                    0.006764294147491455,
                    0.006495015144348144,
                    0.006604773998260498,
                    0.006486693859100342,
                    0.006454695224761963,
                    0.006477894783020019,
                    0.006454854965209961,
                    0.006450214862823486,
                    0.0064540538787841795,
                    0.0064638152122497555,
                    0.0064898948669433595,
                    0.0064817328453063965,
                    0.006466054916381836,
                    0.006515015125274659,
                    0.006501893997192382,
                    0.006480454921722412
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 151.30762917127828
            },
            "energy": null,
            "efficiency": null
        }
    }
}