{
    "config": {
        "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cu121",
            "_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": 66697.293824,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.219-208.866.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": "0.3.1",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.42.4",
            "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": "1.0.7",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 713.596928,
                "max_global_vram": 1218.9696,
                "max_process_vram": 0.0,
                "max_reserved": 589.299712,
                "max_allocated": 533.571072
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.1769130859375,
                "mean": 7.1769130859375,
                "stdev": 0.0,
                "p50": 7.1769130859375,
                "p90": 7.1769130859375,
                "p95": 7.1769130859375,
                "p99": 7.1769130859375,
                "values": [
                    7.1769130859375
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 9.224413169754877e-07,
                "ram": 4.88961666618574e-07,
                "gpu": 1.6144457359998018e-06,
                "total": 3.025848719593864e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 880.340992,
                "max_global_vram": 1229.45536,
                "max_process_vram": 0.0,
                "max_reserved": 589.299712,
                "max_allocated": 449.025024
            },
            "latency": {
                "unit": "s",
                "count": 186,
                "total": 1.0022237439155584,
                "mean": 0.005388299698470741,
                "stdev": 0.00034447931502343477,
                "p50": 0.005506048202514649,
                "p90": 0.005710335969924927,
                "p95": 0.005843967914581299,
                "p99": 0.006243430352210999,
                "values": [
                    0.0060282878875732426,
                    0.006045695781707764,
                    0.005837823867797852,
                    0.005846015930175781,
                    0.0056780800819396975,
                    0.005768191814422607,
                    0.005699584007263184,
                    0.005792768001556397,
                    0.005626880168914795,
                    0.005673984050750733,
                    0.0057292799949646,
                    0.0055797758102417,
                    0.005686272144317627,
                    0.005661695957183838,
                    0.005656576156616211,
                    0.005596159934997558,
                    0.005480447769165039,
                    0.005516287803649903,
                    0.0057077760696411135,
                    0.005504000186920166,
                    0.005730303764343261,
                    0.005643263816833496,
                    0.005610496044158936,
                    0.005672959804534912,
                    0.005635072231292724,
                    0.005635072231292724,
                    0.005501952171325684,
                    0.005634047985076904,
                    0.005596159934997558,
                    0.005629951953887939,
                    0.00567299222946167,
                    0.005636096000671387,
                    0.005687295913696289,
                    0.005616640090942383,
                    0.005675007820129394,
                    0.00553984022140503,
                    0.005600255966186523,
                    0.005763072013854981,
                    0.005617663860321045,
                    0.00566476821899414,
                    0.005519360065460205,
                    0.005462016105651855,
                    0.005493760108947754,
                    0.005517312049865723,
                    0.005493760108947754,
                    0.0055808000564575196,
                    0.005452799797058106,
                    0.005612544059753418,
                    0.005525504112243652,
                    0.00551526403427124,
                    0.0056555519104003905,
                    0.005604351997375488,
                    0.00571289587020874,
                    0.005768191814422607,
                    0.005646336078643799,
                    0.00568012809753418,
                    0.005587967872619629,
                    0.005560319900512695,
                    0.005525504112243652,
                    0.005657599925994873,
                    0.005649407863616943,
                    0.005597184181213379,
                    0.005582848072052002,
                    0.005598207950592041,
                    0.005582848072052002,
                    0.005590015888214111,
                    0.005441535949707031,
                    0.005598207950592041,
                    0.005552127838134766,
                    0.005502975940704345,
                    0.005752831935882568,
                    0.005536767959594726,
                    0.005561344146728516,
                    0.005553152084350586,
                    0.0055797758102417,
                    0.005575679779052735,
                    0.005578752040863037,
                    0.005571584224700928,
                    0.0055316481590271,
                    0.00557260799407959,
                    0.005654528141021729,
                    0.005675007820129394,
                    0.005855231761932373,
                    0.00562278413772583,
                    0.005612544059753418,
                    0.005700607776641845,
                    0.005578752040863037,
                    0.005594111919403076,
                    0.005599232196807862,
                    0.00557260799407959,
                    0.0055848960876464845,
                    0.0054989118576049805,
                    0.005591040134429932,
                    0.005406720161437988,
                    0.005485568046569824,
                    0.00541593599319458,
                    0.0052715520858764645,
                    0.005404672145843506,
                    0.0055511040687561035,
                    0.005405695915222168,
                    0.005215231895446777,
                    0.005260287761688232,
                    0.005214208126068115,
                    0.005262335777282715,
                    0.005265408039093018,
                    0.005429247856140137,
                    0.005434368133544922,
                    0.005494783878326416,
                    0.005508096218109131,
                    0.00556441593170166,
                    0.005618688106536865,
                    0.006189055919647217,
                    0.00637337589263916,
                    0.006325247764587402,
                    0.0061931519508361815,
                    0.006228991985321045,
                    0.00618393611907959,
                    0.00537395191192627,
                    0.0050462718009948735,
                    0.005059584140777588,
                    0.005057536125183106,
                    0.005112832069396973,
                    0.0050432000160217285,
                    0.0050503678321838375,
                    0.005051392078399658,
                    0.005004288196563721,
                    0.005108736038208008,
                    0.004960256099700928,
                    0.0050165758132934574,
                    0.004965375900268554,
                    0.004955135822296143,
                    0.004958208084106445,
                    0.004994048118591309,
                    0.004966400146484375,
                    0.0049725441932678225,
                    0.004984896183013916,
                    0.004980735778808594,
                    0.004971519947052002,
                    0.004951039791107178,
                    0.004977663993835449,
                    0.005087232112884522,
                    0.004965375900268554,
                    0.00495411205291748,
                    0.004964352130889893,
                    0.00495411205291748,
                    0.004978687763214112,
                    0.004967423915863037,
                    0.004960256099700928,
                    0.004974592208862305,
                    0.0049827837944030765,
                    0.004944896221160889,
                    0.00495411205291748,
                    0.004965375900268554,
                    0.0049827837944030765,
                    0.004963327884674072,
                    0.004996096134185791,
                    0.004963327884674072,
                    0.005000192165374756,
                    0.0049725441932678225,
                    0.004958208084106445,
                    0.004996096134185791,
                    0.00501145601272583,
                    0.00497049617767334,
                    0.004980735778808594,
                    0.004969471931457519,
                    0.005000192165374756,
                    0.004973567962646484,
                    0.004965375900268554,
                    0.0049827837944030765,
                    0.004994048118591309,
                    0.004974592208862305,
                    0.004973567962646484,
                    0.0049827837944030765,
                    0.005004288196563721,
                    0.004956160068511963,
                    0.004983808040618896,
                    0.004960256099700928,
                    0.004983808040618896,
                    0.00495411205291748,
                    0.004958208084106445,
                    0.004958208084106445,
                    0.004984831809997559,
                    0.004967423915863037,
                    0.004952064037322998,
                    0.004971519947052002,
                    0.004959231853485108
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 185.5873013677786
            },
            "energy": {
                "unit": "kWh",
                "cpu": 6.114575597974989e-08,
                "ram": 3.342808744280909e-08,
                "gpu": 1.2309001828866196e-07,
                "total": 2.176638617112209e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 4594239.90798583
            }
        }
    }
}