{
    "config": {
        "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased",
        "backend": {
            "name": "pytorch",
            "version": "2.2.2+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": "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 7643 48-Core Processor",
            "cpu_count": 96,
            "cpu_ram_mb": 1082028.982272,
            "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": "0.4.0",
            "optimum_benchmark_commit": "a4519acdcbbeba6e03efbda65aae011ed2a194fb",
            "transformers_version": "4.43.3",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.8",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 898.187264,
                "max_global_vram": 875.327488,
                "max_process_vram": 42000.736256,
                "max_reserved": 589.299712,
                "max_allocated": 533.571072
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 6.8195048828125,
                "mean": 6.8195048828125,
                "stdev": 0.0,
                "p50": 6.8195048828125,
                "p90": 6.8195048828125,
                "p95": 6.8195048828125,
                "p99": 6.8195048828125,
                "values": [
                    6.8195048828125
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1017.704448,
                "max_global_vram": 938.860544,
                "max_process_vram": 216038.162432,
                "max_reserved": 589.299712,
                "max_allocated": 439.456768
            },
            "latency": {
                "unit": "s",
                "count": 147,
                "total": 1.0035719060897828,
                "mean": 0.00682701976931825,
                "stdev": 0.0010546280098202717,
                "p50": 0.006679388046264648,
                "p90": 0.006940124988555908,
                "p95": 0.006994573926925659,
                "p99": 0.007741933231353752,
                "values": [
                    0.0069638690948486326,
                    0.00685106897354126,
                    0.0069997100830078126,
                    0.0071238698959350585,
                    0.007191390991210938,
                    0.00821091365814209,
                    0.00709938907623291,
                    0.007019069194793701,
                    0.006996829986572265,
                    0.006916348934173584,
                    0.0069118690490722655,
                    0.00693890905380249,
                    0.006905789852142334,
                    0.006883869171142578,
                    0.006843708038330078,
                    0.006806108951568603,
                    0.006773149013519287,
                    0.006814268112182617,
                    0.006765307903289795,
                    0.006786909103393555,
                    0.006786588191986084,
                    0.006793148994445801,
                    0.006698428153991699,
                    0.0067693090438842776,
                    0.006636347770690918,
                    0.01940664291381836,
                    0.006894429206848144,
                    0.006674267768859863,
                    0.006679388046264648,
                    0.0066582679748535155,
                    0.006640188217163086,
                    0.006694908142089844,
                    0.006656188011169434,
                    0.006666267871856689,
                    0.006649467945098877,
                    0.006686587810516357,
                    0.0068035488128662105,
                    0.006683867931365967,
                    0.006663547992706299,
                    0.006666108131408692,
                    0.006650107860565186,
                    0.006670268058776856,
                    0.0066625881195068355,
                    0.006683708190917969,
                    0.006663228034973144,
                    0.006692187786102295,
                    0.006663228034973144,
                    0.00668482780456543,
                    0.00665634822845459,
                    0.006676027774810791,
                    0.006666748046875,
                    0.006672028064727783,
                    0.006700347900390625,
                    0.006700347900390625,
                    0.006669148921966552,
                    0.006711708068847656,
                    0.006652987957000732,
                    0.006662268161773682,
                    0.006679388046264648,
                    0.00668482780456543,
                    0.006627868175506592,
                    0.006697469234466553,
                    0.006658748149871826,
                    0.006734747886657715,
                    0.006695228099822998,
                    0.006734269142150879,
                    0.006690587997436524,
                    0.006694108009338379,
                    0.006705148220062256,
                    0.006710587978363037,
                    0.00666242790222168,
                    0.006676988124847412,
                    0.006675067901611328,
                    0.006674588203430176,
                    0.006665307998657227,
                    0.006676187992095947,
                    0.006666748046875,
                    0.006666907787322998,
                    0.006669467926025391,
                    0.006678907871246338,
                    0.006662268161773682,
                    0.006683547973632812,
                    0.006650107860565186,
                    0.006687868118286133,
                    0.006688508033752441,
                    0.006663708209991455,
                    0.00666130781173706,
                    0.0066673879623413085,
                    0.0066816282272338864,
                    0.006674269199371338,
                    0.006650588035583496,
                    0.006700188159942627,
                    0.006664028167724609,
                    0.0066693081855773925,
                    0.006669628143310547,
                    0.006699227809906006,
                    0.006652187824249267,
                    0.00665474796295166,
                    0.006670748233795166,
                    0.006689467906951904,
                    0.006637628078460693,
                    0.006659867763519287,
                    0.0066246681213378905,
                    0.006645788192749023,
                    0.006874749183654785,
                    0.006989309787750244,
                    0.006974908828735351,
                    0.006975230216979981,
                    0.006795708179473877,
                    0.0067101092338562015,
                    0.0068405079841613765,
                    0.006944349765777588,
                    0.006941948890686035,
                    0.006974109172821045,
                    0.0069336299896240235,
                    0.0068288278579711915,
                    0.006704508781433105,
                    0.006829948902130127,
                    0.006839387893676758,
                    0.006743389129638672,
                    0.006811388969421387,
                    0.006843708038330078,
                    0.006761629104614258,
                    0.006770429134368897,
                    0.006645308017730713,
                    0.006647387981414795,
                    0.006634908199310303,
                    0.006675387859344482,
                    0.0066313881874084475,
                    0.006656827926635742,
                    0.0066385879516601565,
                    0.006672028064727783,
                    0.006617948055267334,
                    0.006670107841491699,
                    0.006643228054046631,
                    0.006644827842712402,
                    0.006628347873687744,
                    0.006641147136688233,
                    0.0066350679397583,
                    0.006647548198699951,
                    0.006628987789154053,
                    0.006619227886199951,
                    0.006633627891540528,
                    0.006621627807617187,
                    0.006608987808227539,
                    0.006635387897491455,
                    0.006624028205871582
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 146.4767986309582
            },
            "energy": null,
            "efficiency": null
        }
    }
}