{
    "config": {
        "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+cu124",
            "_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": true,
            "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 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.261056,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.223-212.873.amzn2.x86_64-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "NVIDIA A10G"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 24146608128,
            "optimum_benchmark_version": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.34.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.2",
            "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": 783.839232,
                "max_global_vram": 1218.9696,
                "max_process_vram": 0.0,
                "max_reserved": 589.299712,
                "max_allocated": 533.571072
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.45284814453125,
                "mean": 7.45284814453125,
                "stdev": 0.0,
                "p50": 7.45284814453125,
                "p90": 7.45284814453125,
                "p95": 7.45284814453125,
                "p99": 7.45284814453125,
                "values": [
                    7.45284814453125
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 9.372627236110197e-07,
                "ram": 4.979036396314927e-07,
                "gpu": 1.62555685599957e-06,
                "total": 3.0607232192420827e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1039.42144,
                "max_global_vram": 1229.45536,
                "max_process_vram": 0.0,
                "max_reserved": 589.299712,
                "max_allocated": 449.025024
            },
            "latency": {
                "unit": "s",
                "count": 178,
                "total": 1.004940449237824,
                "mean": 0.005645732860886649,
                "stdev": 0.0001779326058556597,
                "p50": 0.005673984050750733,
                "p90": 0.005854003190994263,
                "p95": 0.00593320951461792,
                "p99": 0.006003394551277161,
                "values": [
                    0.006005760192871094,
                    0.006172671794891358,
                    0.005989376068115234,
                    0.005895167827606201,
                    0.0058787841796875,
                    0.0059361281394958495,
                    0.005876736164093017,
                    0.005858304023742676,
                    0.005792831897735596,
                    0.005836800098419189,
                    0.005758975982666016,
                    0.005725183963775635,
                    0.005755904197692871,
                    0.005814271926879883,
                    0.005736447811126709,
                    0.005731328010559082,
                    0.005640192031860352,
                    0.005618688106536865,
                    0.005732351779937744,
                    0.005650432109832764,
                    0.005728256225585937,
                    0.00581324815750122,
                    0.005701632022857666,
                    0.005799935817718506,
                    0.005755904197692871,
                    0.0057825279235839844,
                    0.005716991901397705,
                    0.005673984050750733,
                    0.005738495826721191,
                    0.005765120029449463,
                    0.005751808166503906,
                    0.005754879951477051,
                    0.005784575939178467,
                    0.005786687850952149,
                    0.005819392204284668,
                    0.005670911788940429,
                    0.005750783920288086,
                    0.005752831935882568,
                    0.005718016147613526,
                    0.005758975982666016,
                    0.005745664119720459,
                    0.005747712135314941,
                    0.005619711875915527,
                    0.005577727794647217,
                    0.0056852478981018065,
                    0.005667840003967285,
                    0.005757952213287353,
                    0.0056780800819396975,
                    0.0057487359046936035,
                    0.005703680038452149,
                    0.005746687889099121,
                    0.005852159976959229,
                    0.0058757119178771975,
                    0.005850111961364746,
                    0.005758975982666016,
                    0.005917695999145508,
                    0.005986303806304932,
                    0.005754879951477051,
                    0.005673984050750733,
                    0.005723135948181152,
                    0.005811200141906738,
                    0.0060026879310607914,
                    0.005933055877685547,
                    0.0059770879745483394,
                    0.005934080123901367,
                    0.005925888061523437,
                    0.005740543842315674,
                    0.005590015888214111,
                    0.005731328010559082,
                    0.005667840003967285,
                    0.005693439960479736,
                    0.005724160194396972,
                    0.005764095783233642,
                    0.005652480125427246,
                    0.005652480125427246,
                    0.005739520072937012,
                    0.005686272144317627,
                    0.005715968132019043,
                    0.005646336078643799,
                    0.005693439960479736,
                    0.005725183963775635,
                    0.00572108793258667,
                    0.005822463989257813,
                    0.005824512004852295,
                    0.005839871883392334,
                    0.0057712640762329105,
                    0.005824512004852295,
                    0.005789696216583252,
                    0.005754879951477051,
                    0.005698560237884521,
                    0.005753856182098388,
                    0.005758975982666016,
                    0.00571289587020874,
                    0.0057487359046936035,
                    0.005753856182098388,
                    0.005647359848022461,
                    0.005661695957183838,
                    0.005599232196807862,
                    0.0055214080810546875,
                    0.005443583965301513,
                    0.005641215801239013,
                    0.005667840003967285,
                    0.005501952171325684,
                    0.005444608211517334,
                    0.0054271998405456545,
                    0.005397535800933838,
                    0.00547430419921875,
                    0.0054579200744628905,
                    0.0055214080810546875,
                    0.005631999969482422,
                    0.005677055835723877,
                    0.005803008079528809,
                    0.005739520072937012,
                    0.006000639915466309,
                    0.005888000011444092,
                    0.005670911788940429,
                    0.005639167785644531,
                    0.005593088150024414,
                    0.005683199882507324,
                    0.0056217598915100095,
                    0.00572108793258667,
                    0.00561356782913208,
                    0.005599232196807862,
                    0.005608448028564453,
                    0.00557260799407959,
                    0.005608448028564453,
                    0.005627903938293457,
                    0.005574656009674072,
                    0.005429247856140137,
                    0.005410816192626953,
                    0.005375999927520752,
                    0.005433343887329102,
                    0.005402624130249023,
                    0.005387263774871826,
                    0.0054271998405456545,
                    0.005401599884033203,
                    0.005448703765869141,
                    0.005395455837249756,
                    0.005375999927520752,
                    0.005429247856140137,
                    0.005381120204925537,
                    0.005402624130249023,
                    0.005403647899627686,
                    0.005362688064575195,
                    0.005438464164733887,
                    0.005569536209106446,
                    0.00555622386932373,
                    0.005629951953887939,
                    0.005587967872619629,
                    0.005535744190216065,
                    0.0053975038528442385,
                    0.005372928142547607,
                    0.005422080039978027,
                    0.005414912223815918,
                    0.005403647899627686,
                    0.005354496002197265,
                    0.005414912223815918,
                    0.00536678409576416,
                    0.005402624130249023,
                    0.005410816192626953,
                    0.005372928142547607,
                    0.005414912223815918,
                    0.005384191989898681,
                    0.005391359806060791,
                    0.005412864208221436,
                    0.005352447986602784,
                    0.005401599884033203,
                    0.005407743930816651,
                    0.005386240005493164,
                    0.0053606400489807126,
                    0.005447679996490478,
                    0.005386240005493164,
                    0.005398528099060058,
                    0.005527552127838135,
                    0.00557260799407959,
                    0.005601280212402344,
                    0.005437439918518067,
                    0.005370880126953125
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 177.1249233076452
            },
            "energy": {
                "unit": "kWh",
                "cpu": 6.513761663233234e-08,
                "ram": 3.561375419562153e-08,
                "gpu": 1.2569607125274773e-07,
                "total": 2.2644744208070162e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 4416035.7512169145
            }
        }
    }
}