{
    "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": "warn",
            "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": 782.856192,
                "max_global_vram": 1218.9696,
                "max_process_vram": 0.0,
                "max_reserved": 589.299712,
                "max_allocated": 533.571072
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.37972314453125,
                "mean": 7.37972314453125,
                "stdev": 0.0,
                "p50": 7.37972314453125,
                "p90": 7.37972314453125,
                "p95": 7.37972314453125,
                "p99": 7.37972314453125,
                "values": [
                    7.37972314453125
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 9.593301048616197e-07,
                "ram": 4.931130665557077e-07,
                "gpu": 1.5763901500000753e-06,
                "total": 3.0288333214174024e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1038.462976,
                "max_global_vram": 1229.45536,
                "max_process_vram": 0.0,
                "max_reserved": 589.299712,
                "max_allocated": 449.025024
            },
            "latency": {
                "unit": "s",
                "count": 182,
                "total": 1.00124784040451,
                "mean": 0.005501361760464343,
                "stdev": 0.00020505164239534098,
                "p50": 0.005528064012527466,
                "p90": 0.0057083902359008785,
                "p95": 0.005777919888496399,
                "p99": 0.005970483045578003,
                "values": [
                    0.006173696041107178,
                    0.006647808074951172,
                    0.005922815799713135,
                    0.005768191814422607,
                    0.005745664119720459,
                    0.0058009600639343266,
                    0.005805056095123291,
                    0.005716991901397705,
                    0.00570470380783081,
                    0.00572211217880249,
                    0.005682176113128662,
                    0.005645311832427978,
                    0.005623807907104492,
                    0.005649407863616943,
                    0.005698592185974121,
                    0.005569536209106446,
                    0.005518335819244385,
                    0.005502975940704345,
                    0.005512191772460938,
                    0.005619711875915527,
                    0.005561344146728516,
                    0.005646336078643799,
                    0.005662720203399658,
                    0.005616640090942383,
                    0.005709824085235596,
                    0.005619711875915527,
                    0.005607423782348633,
                    0.005525504112243652,
                    0.005615615844726562,
                    0.005679103851318359,
                    0.005629951953887939,
                    0.005677055835723877,
                    0.005609471797943116,
                    0.005653503894805908,
                    0.005634047985076904,
                    0.005582848072052002,
                    0.005617663860321045,
                    0.005708799839019775,
                    0.005665791988372803,
                    0.005787648200988769,
                    0.005694464206695556,
                    0.005616640090942383,
                    0.005476352214813233,
                    0.005467135906219483,
                    0.005504000186920166,
                    0.005516287803649903,
                    0.0057118721008300784,
                    0.005527552127838135,
                    0.005559296131134033,
                    0.005586944103240967,
                    0.005549056053161621,
                    0.005637119770050049,
                    0.005645311832427978,
                    0.00566476821899414,
                    0.005807104110717773,
                    0.00566374397277832,
                    0.005708799839019775,
                    0.005604351997375488,
                    0.005633024215698243,
                    0.005509119987487793,
                    0.005574656009674072,
                    0.0057118721008300784,
                    0.005681151866912842,
                    0.00567193603515625,
                    0.005596159934997558,
                    0.005631999969482422,
                    0.005631999969482422,
                    0.005512191772460938,
                    0.005568511962890625,
                    0.005521471977233887,
                    0.00553984022140503,
                    0.005571584224700928,
                    0.005618688106536865,
                    0.005612544059753418,
                    0.00547430419921875,
                    0.00550707197189331,
                    0.005549056053161621,
                    0.00552243185043335,
                    0.005536767959594726,
                    0.005535744190216065,
                    0.005526527881622314,
                    0.005548031806945801,
                    0.0055285758972167965,
                    0.005640192031860352,
                    0.005690368175506591,
                    0.00562278413772583,
                    0.00568832015991211,
                    0.005637119770050049,
                    0.0056258559226989744,
                    0.005596159934997558,
                    0.005590015888214111,
                    0.005686272144317627,
                    0.00563097620010376,
                    0.005519360065460205,
                    0.005540863990783691,
                    0.005600255966186523,
                    0.005533696174621582,
                    0.0054609918594360355,
                    0.005501952171325684,
                    0.005371903896331787,
                    0.0053350400924682614,
                    0.005484543800354004,
                    0.005547008037567139,
                    0.0053637118339538575,
                    0.005269504070281982,
                    0.005269504070281982,
                    0.005272575855255127,
                    0.005274623870849609,
                    0.005352447986602784,
                    0.005323775768280029,
                    0.005533696174621582,
                    0.005640192031860352,
                    0.005638144016265869,
                    0.005852159976959229,
                    0.0057784318923950195,
                    0.005868544101715088,
                    0.005629951953887939,
                    0.00555622386932373,
                    0.005599232196807862,
                    0.00551526403427124,
                    0.005530623912811279,
                    0.005430272102355957,
                    0.0054271998405456545,
                    0.005438464164733887,
                    0.005404672145843506,
                    0.005417984008789062,
                    0.005470208168029785,
                    0.005429247856140137,
                    0.00552243185043335,
                    0.005436416149139404,
                    0.005420032024383545,
                    0.005469183921813964,
                    0.005288959980010987,
                    0.005253119945526123,
                    0.0052899842262268066,
                    0.005246975898742676,
                    0.005246975898742676,
                    0.005275648117065429,
                    0.005246975898742676,
                    0.005237760066986084,
                    0.005249023914337158,
                    0.005251071929931641,
                    0.005235712051391602,
                    0.005252096176147461,
                    0.005273600101470947,
                    0.005239808082580567,
                    0.0052705278396606445,
                    0.00526643180847168,
                    0.005241856098175048,
                    0.005239808082580567,
                    0.005269504070281982,
                    0.005224448204040527,
                    0.0052295680046081545,
                    0.005352447986602784,
                    0.005249023914337158,
                    0.005222400188446045,
                    0.005261312007904053,
                    0.005239808082580567,
                    0.005223423957824707,
                    0.005252096176147461,
                    0.005269504070281982,
                    0.00522547197341919,
                    0.0053002238273620605,
                    0.005251071929931641,
                    0.005235712051391602,
                    0.0053043198585510255,
                    0.005273600101470947,
                    0.0052367358207702636,
                    0.0052408318519592285,
                    0.005269504070281982,
                    0.0052336640357971195,
                    0.005237760066986084,
                    0.005269504070281982,
                    0.005224448204040527,
                    0.005314559936523438,
                    0.0052336640357971195,
                    0.005262335777282715,
                    0.0052674560546875,
                    0.005231616020202637,
                    0.005237760066986084,
                    0.00521727991104126,
                    0.005244927883148193
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 181.77317608642318
            },
            "energy": {
                "unit": "kWh",
                "cpu": 6.42640572184682e-08,
                "ram": 3.5134848085013356e-08,
                "gpu": 1.265691703243236e-07,
                "total": 2.2596807562780513e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 4425403.886021106
            }
        }
    }
}