{
    "config": {
        "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased",
        "backend": {
            "name": "pytorch",
            "version": "2.5.1+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": 2,
                "sequence_length": 16,
                "num_choices": 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": 66697.248768,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.228-219.884.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.dev0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.46.3",
            "transformers_commit": null,
            "accelerate_version": "1.1.1",
            "accelerate_commit": null,
            "diffusers_version": "0.31.0",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.11",
            "timm_commit": null,
            "peft_version": "0.13.2",
            "peft_commit": null
        },
        "print_report": true,
        "log_report": true
    },
    "report": {
        "load_model": {
            "memory": {
                "unit": "MB",
                "max_ram": 817.672192,
                "max_global_vram": 1226.309632,
                "max_process_vram": 0.0,
                "max_reserved": 589.299712,
                "max_allocated": 533.571072
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.08064307403564454
                ],
                "count": 1,
                "total": 0.08064307403564454,
                "mean": 0.08064307403564454,
                "p50": 0.08064307403564454,
                "p90": 0.08064307403564454,
                "p95": 0.08064307403564454,
                "p99": 0.08064307403564454,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 0.00010562661002361098,
                "ram": 5.787265786628921e-05,
                "gpu": 0.0001392951114360004,
                "total": 0.0003027943793259006
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1064.497152,
                "max_global_vram": 1238.892544,
                "max_process_vram": 0.0,
                "max_reserved": 591.396864,
                "max_allocated": 452.872192
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.006713344097137451,
                    0.006461440086364746,
                    0.006351871967315674,
                    0.006418432235717773,
                    0.006418432235717773,
                    0.00643993616104126,
                    0.006449151992797852,
                    0.006174719810485839,
                    0.006158336162567139,
                    0.006140927791595459,
                    0.00618393611907959,
                    0.006128640174865723,
                    0.006147071838378906,
                    0.006115392208099365,
                    0.006198272228240966,
                    0.006177792072296143,
                    0.0062576642036437985,
                    0.006211584091186524,
                    0.006246399879455566,
                    0.006300672054290772,
                    0.006338560104370118,
                    0.006351871967315674,
                    0.006366208076477051,
                    0.006810624122619629,
                    0.006137856006622314,
                    0.006130688190460205,
                    0.0061562881469726565,
                    0.006112256050109863,
                    0.006150144100189209,
                    0.0061521921157836916,
                    0.0062576642036437985,
                    0.006242303848266601,
                    0.006251520156860352,
                    0.006243328094482422,
                    0.006210559844970703,
                    0.006209536075592041,
                    0.006323200225830078,
                    0.006456319808959961,
                    0.006372352123260498,
                    0.006448128223419189,
                    0.006494207859039307,
                    0.00637440013885498,
                    0.006405119895935059,
                    0.006509568214416504,
                    0.0064143362045288085,
                    0.006328320026397705,
                    0.006501376152038574,
                    0.006415359973907471,
                    0.006461440086364746,
                    0.006268928050994873,
                    0.006369279861450195,
                    0.006372352123260498,
                    0.006452223777770996,
                    0.006376448154449463,
                    0.006276095867156982,
                    0.006358016014099121,
                    0.006323200225830078,
                    0.006395904064178467,
                    0.006370304107666015,
                    0.00637337589263916,
                    0.007425024032592774,
                    0.00648089599609375,
                    0.006363135814666748,
                    0.0063805441856384275,
                    0.0063836159706115725,
                    0.006495232105255127,
                    0.007076863765716553,
                    0.006426623821258545,
                    0.006460415840148926,
                    0.006465536117553711,
                    0.006363135814666748,
                    0.006421504020690918,
                    0.0064102401733398436,
                    0.0063539199829101565,
                    0.006315008163452148,
                    0.0062638077735900875,
                    0.006385663986206055,
                    0.006396927833557129,
                    0.006325247764587402,
                    0.00623308801651001,
                    0.005910528182983398,
                    0.005941247940063477,
                    0.006071296215057373,
                    0.005972991943359375,
                    0.005833727836608887,
                    0.006034431934356689,
                    0.006102015972137451,
                    0.006217728137969971,
                    0.006144000053405762,
                    0.006203392028808594,
                    0.006244351863861084,
                    0.006187007904052734,
                    0.00623308801651001,
                    0.006789120197296142,
                    0.006900735855102539,
                    0.007264256000518799,
                    0.007097343921661377,
                    0.006819839954376221,
                    0.006130688190460205,
                    0.006142975807189942,
                    0.006153215885162353,
                    0.0060661759376525876,
                    0.006144000053405762,
                    0.006091775894165039,
                    0.006071296215057373,
                    0.0060026879310607914,
                    0.00608460807800293,
                    0.00613478422164917,
                    0.00607539176940918,
                    0.0060026879310607914,
                    0.006102015972137451,
                    0.005997568130493164,
                    0.0060364799499511715,
                    0.006008831977844238,
                    0.006187007904052734,
                    0.006039552211761475,
                    0.006187007904052734,
                    0.006007808208465576,
                    0.006055935859680176,
                    0.006007808208465576,
                    0.006022143840789795,
                    0.006000639915466309,
                    0.006047743797302246,
                    0.005954559803009033,
                    0.005992447853088379,
                    0.005954559803009033,
                    0.006354944229125976,
                    0.006067200183868408,
                    0.006012928009033203,
                    0.006012928009033203,
                    0.0059985918998718265,
                    0.0060067839622497555,
                    0.006003712177276611,
                    0.005991424083709717,
                    0.006023168087005615,
                    0.005985280036926269,
                    0.005986303806304932,
                    0.005990399837493897,
                    0.006014976024627685,
                    0.0060405759811401364,
                    0.006044672012329101,
                    0.006039552211761475,
                    0.006005760192871094,
                    0.0060631041526794435,
                    0.006022143840789795,
                    0.006034431934356689,
                    0.0059699201583862304,
                    0.00601087999343872,
                    0.005964799880981446,
                    0.0060590081214904785,
                    0.006000639915466309,
                    0.00601087999343872,
                    0.005974016189575195,
                    0.006103040218353272,
                    0.005981184005737304,
                    0.006021120071411133,
                    0.005988351821899414,
                    0.005992447853088379,
                    0.005972991943359375,
                    0.006049791812896729,
                    0.0060364799499511715
                ],
                "count": 161,
                "total": 1.003186242580414,
                "mean": 0.0062309704508100245,
                "p50": 0.006177792072296143,
                "p90": 0.006461440086364746,
                "p95": 0.006713344097137451,
                "p99": 0.007164108753204347,
                "stdev": 0.00025349925680223656,
                "stdev_": 4.068375204207263
            },
            "throughput": {
                "unit": "samples/s",
                "value": 320.97728849604806
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.196005240740864e-08,
                "ram": 3.927511575622739e-08,
                "gpu": 1.762038446666654e-07,
                "total": 2.874390128303014e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 6957997.7342211455
            }
        }
    }
}