{
    "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": "4",
            "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": 1069.551616,
                "max_global_vram": 68702.69952,
                "max_process_vram": 54007.177216,
                "max_reserved": 589.299712,
                "max_allocated": 533.571072
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.9774951171875,
                "mean": 8.9774951171875,
                "stdev": 0.0,
                "p50": 8.9774951171875,
                "p90": 8.9774951171875,
                "p95": 8.9774951171875,
                "p99": 8.9774951171875,
                "values": [
                    8.9774951171875
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1199.427584,
                "max_global_vram": 68702.69952,
                "max_process_vram": 250853.101568,
                "max_reserved": 589.299712,
                "max_allocated": 439.456768
            },
            "latency": {
                "unit": "s",
                "count": 138,
                "total": 1.0027510604858403,
                "mean": 0.007266312032506086,
                "stdev": 0.0002713109205983199,
                "p50": 0.007187501192092895,
                "p90": 0.007638218975067139,
                "p95": 0.007833163189888002,
                "p99": 0.00804992709159851,
                "values": [
                    0.007587019920349121,
                    0.007628139019012451,
                    0.007269900798797607,
                    0.00702846097946167,
                    0.007029100894927979,
                    0.007004780769348145,
                    0.007058860778808594,
                    0.007072940826416015,
                    0.008521097183227539,
                    0.0070307011604309085,
                    0.007032620906829834,
                    0.006972940921783447,
                    0.007053421020507812,
                    0.007046541213989258,
                    0.007101100921630859,
                    0.006983022212982178,
                    0.007081740856170654,
                    0.007052781105041504,
                    0.007065421104431153,
                    0.0069980621337890625,
                    0.0071511797904968265,
                    0.007294701099395752,
                    0.007109100818634033,
                    0.007564458847045898,
                    0.0073366198539733885,
                    0.007009902000427246,
                    0.007670700073242187,
                    0.007867979049682618,
                    0.007247499942779541,
                    0.007122381210327149,
                    0.007061581134796143,
                    0.00705086088180542,
                    0.007156459808349609,
                    0.007105421066284179,
                    0.007059821128845215,
                    0.007507979869842529,
                    0.007056140899658203,
                    0.007065421104431153,
                    0.00710382080078125,
                    0.007134060859680175,
                    0.007084940910339356,
                    0.007047821044921875,
                    0.007207180023193359,
                    0.0074521398544311526,
                    0.007151340961456299,
                    0.007108780860900879,
                    0.007269899845123291,
                    0.00708958101272583,
                    0.007399020195007325,
                    0.00718558120727539,
                    0.007099020957946778,
                    0.007094221115112305,
                    0.007423180103302002,
                    0.0070969400405883785,
                    0.007077260971069336,
                    0.007061581134796143,
                    0.007072300910949707,
                    0.0071894211769104,
                    0.007117741107940674,
                    0.007006540775299073,
                    0.007015181064605713,
                    0.007214860916137695,
                    0.007326700210571289,
                    0.007302060127258301,
                    0.007032940864562989,
                    0.007076780796051025,
                    0.0070740609169006345,
                    0.007021261215209961,
                    0.007053421020507812,
                    0.007302700996398926,
                    0.007207019805908203,
                    0.0076278200149536134,
                    0.007264140129089355,
                    0.007078701019287109,
                    0.0073004598617553715,
                    0.007889578819274903,
                    0.007384300231933594,
                    0.007015981197357178,
                    0.007054221153259277,
                    0.007075020790100098,
                    0.007064140796661377,
                    0.007827019214630127,
                    0.007592939853668213,
                    0.00733213996887207,
                    0.007107340812683106,
                    0.007050220966339111,
                    0.00725678014755249,
                    0.007784779071807861,
                    0.007284620761871338,
                    0.007002861022949219,
                    0.007099660873413086,
                    0.0074124598503112794,
                    0.007313260078430176,
                    0.007138861179351807,
                    0.007211820125579834,
                    0.006931181907653809,
                    0.0070006208419799805,
                    0.0071390199661254886,
                    0.0074239811897277835,
                    0.007343020915985108,
                    0.007344460010528565,
                    0.007661738872528076,
                    0.007904139041900635,
                    0.007820619106292724,
                    0.00796061897277832,
                    0.008102377891540528,
                    0.007323500156402588,
                    0.007405900001525879,
                    0.0073530998229980465,
                    0.0073665399551391605,
                    0.0073463811874389644,
                    0.007278059959411621,
                    0.007040941238403321,
                    0.007035501003265381,
                    0.007245581150054931,
                    0.007217100143432617,
                    0.007022861003875732,
                    0.007050061225891113,
                    0.007296781063079834,
                    0.007043981075286866,
                    0.007057900905609131,
                    0.00717165994644165,
                    0.007447659969329834,
                    0.0073433399200439455,
                    0.007400940895080566,
                    0.007209420204162598,
                    0.00724350118637085,
                    0.007375339984893799,
                    0.007461579799652099,
                    0.007428619861602783,
                    0.007309420108795166,
                    0.007488140106201172,
                    0.007773738861083984,
                    0.00742878007888794,
                    0.0075019001960754395,
                    0.007415178775787353,
                    0.007826539039611816,
                    0.007883977890014649
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 137.62139521761068
            },
            "energy": null,
            "efficiency": null
        }
    }
}