{
    "config": {
        "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+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-5.10.225-213.878.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": "0.5.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.45.2",
            "transformers_commit": null,
            "accelerate_version": "1.0.0",
            "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": "0.13.0",
            "peft_commit": null
        },
        "print_report": true,
        "log_report": true
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 797.4912,
                "max_global_vram": 1226.309632,
                "max_process_vram": 0.0,
                "max_reserved": 589.299712,
                "max_allocated": 533.571072
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.0780421142578125
                ],
                "count": 1,
                "total": 0.0780421142578125,
                "mean": 0.0780421142578125,
                "p50": 0.0780421142578125,
                "p90": 0.0780421142578125,
                "p95": 0.0780421142578125,
                "p99": 0.0780421142578125,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1052.971008,
                "max_global_vram": 1238.892544,
                "max_process_vram": 0.0,
                "max_reserved": 591.396864,
                "max_allocated": 449.025024
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.005769216060638428,
                    0.005863423824310303,
                    0.005588992118835449,
                    0.005597216129302978,
                    0.0054876160621643065,
                    0.0055316481590271,
                    0.005612544059753418,
                    0.005586944103240967,
                    0.005612544059753418,
                    0.005559296131134033,
                    0.0055582718849182125,
                    0.005586944103240967,
                    0.00557260799407959,
                    0.005605375766754151,
                    0.0055285758972167965,
                    0.005617663860321045,
                    0.005566463947296142,
                    0.005553152084350586,
                    0.005628928184509278,
                    0.005563392162322998,
                    0.005576704025268555,
                    0.005479423999786377,
                    0.005375999927520752,
                    0.005393407821655274,
                    0.005411839962005615,
                    0.005464064121246338,
                    0.005533696174621582,
                    0.005448703765869141,
                    0.005587967872619629,
                    0.005568511962890625,
                    0.005541888236999512,
                    0.005550079822540284,
                    0.00550707197189331,
                    0.005502975940704345,
                    0.005659647941589355,
                    0.005553152084350586,
                    0.005608448028564453,
                    0.005850111961364746,
                    0.005900288105010986,
                    0.006160384178161621,
                    0.0058726401329040525,
                    0.0058757119178771975,
                    0.006811647891998291,
                    0.006457344055175781,
                    0.007225344181060791,
                    0.006048768043518066,
                    0.005893119812011719,
                    0.005881855964660645,
                    0.005886975765228271,
                    0.005854207992553711,
                    0.00591871976852417,
                    0.005846015930175781,
                    0.005836800098419189,
                    0.005754879951477051,
                    0.005784575939178467,
                    0.005733376026153565,
                    0.005792768001556397,
                    0.005776383876800537,
                    0.005924863815307617,
                    0.005776383876800537,
                    0.005727231979370117,
                    0.005743616104125977,
                    0.005843967914581299,
                    0.005848063945770264,
                    0.005767168045043946,
                    0.005796864032745362,
                    0.005776383876800537,
                    0.005799935817718506,
                    0.005747712135314941,
                    0.005757952213287353,
                    0.005945343971252442,
                    0.005876736164093017,
                    0.005931007862091065,
                    0.005831679821014404,
                    0.0058716158866882326,
                    0.005864448070526123,
                    0.005921792030334472,
                    0.005803008079528809,
                    0.005853184223175049,
                    0.005807104110717773,
                    0.005886975765228271,
                    0.005772287845611572,
                    0.005676032066345215,
                    0.005827583789825439,
                    0.005851136207580566,
                    0.005776383876800537,
                    0.005677055835723877,
                    0.005790719985961914,
                    0.005705728054046631,
                    0.005542912006378174,
                    0.005670911788940429,
                    0.005785600185394287,
                    0.0056780800819396975,
                    0.005435391902923584,
                    0.005608448028564453,
                    0.005481472015380859,
                    0.005485568046569824,
                    0.005639167785644531,
                    0.005571584224700928,
                    0.0056258559226989744,
                    0.005617663860321045,
                    0.005615615844726562,
                    0.005793791770935058,
                    0.005783552169799804,
                    0.00587059211730957,
                    0.005545983791351319,
                    0.005533696174621582,
                    0.00552243185043335,
                    0.0055101442337036136,
                    0.00555622386932373,
                    0.005486591815948487,
                    0.0054917120933532714,
                    0.005574656009674072,
                    0.005505023956298828,
                    0.005475327968597412,
                    0.005538815975189209,
                    0.005483520030975342,
                    0.005535744190216065,
                    0.005495808124542236,
                    0.005483520030975342,
                    0.005509119987487793,
                    0.005469183921813964,
                    0.005462016105651855,
                    0.005549056053161621,
                    0.005443583965301513,
                    0.005465087890625,
                    0.005440512180328369,
                    0.005444608211517334,
                    0.005482495784759522,
                    0.005416959762573242,
                    0.005451776027679443,
                    0.005442560195922852,
                    0.005436416149139404,
                    0.005447679996490478,
                    0.00547430419921875,
                    0.005439487934112549,
                    0.005488639831542969,
                    0.005425151824951172,
                    0.005430272102355957,
                    0.005463039875030518,
                    0.005449728012084961,
                    0.005472256183624268,
                    0.0054568958282470706,
                    0.005452799797058106,
                    0.005468160152435303,
                    0.005482495784759522,
                    0.0054609918594360355,
                    0.005501952171325684,
                    0.005482495784759522,
                    0.005459968090057373,
                    0.0054609918594360355,
                    0.005441535949707031,
                    0.005459968090057373,
                    0.005465087890625,
                    0.005468160152435303,
                    0.005479423999786377,
                    0.0054609918594360355,
                    0.005444608211517334,
                    0.005506048202514649,
                    0.005433343887329102,
                    0.005479423999786377,
                    0.005494783878326416,
                    0.005442560195922852,
                    0.005443583965301513,
                    0.005475327968597412,
                    0.0054241280555725096,
                    0.005463039875030518,
                    0.00541593599319458,
                    0.005445631980895996,
                    0.00546611213684082,
                    0.0054282240867614745,
                    0.005462016105651855,
                    0.005472256183624268,
                    0.005448703765869141,
                    0.005472256183624268,
                    0.005484543800354004,
                    0.005470208168029785,
                    0.005465087890625
                ],
                "count": 178,
                "total": 1.0017853751182557,
                "mean": 0.005628007725383458,
                "p50": 0.005551615953445435,
                "p90": 0.005871923160552978,
                "p95": 0.005919180607795715,
                "p99": 0.006538833937644955,
                "stdev": 0.00023251218842082241,
                "stdev_": 4.13134096053467
            },
            "throughput": {
                "unit": "samples/s",
                "value": 177.68276960420593
            },
            "energy": {
                "unit": "kWh",
                "cpu": 6.406833325119504e-08,
                "ram": 3.49349094115807e-08,
                "gpu": 1.2990900476344069e-07,
                "total": 2.2891224742621645e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 4368486.226680914
            }
        }
    }
}