{
    "config": {
        "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.3.0+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "multiple-choice",
            "library": "transformers",
            "model": "FacebookAI/roberta-base",
            "processor": "FacebookAI/roberta-base",
            "device": "cuda",
            "device_ids": "0",
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "model_kwargs": {},
            "processor_kwargs": {},
            "hub_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,
            "latency": true,
            "memory": 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": 66697.29792,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.215-203.850.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": "0.2.1",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.41.0",
            "transformers_commit": null,
            "accelerate_version": "0.30.1",
            "accelerate_commit": null,
            "diffusers_version": "0.27.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.3",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 907.390976,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 509.039104
            },
            "latency": {
                "unit": "s",
                "count": 129,
                "total": 1.0025586242675786,
                "mean": 0.007771772281144017,
                "stdev": 0.00028678864035398154,
                "p50": 0.007878655910491944,
                "p90": 0.008062975883483887,
                "p95": 0.008168857383728027,
                "p99": 0.008483594360351562,
                "values": [
                    0.008500224113464355,
                    0.008079360008239746,
                    0.008440832138061523,
                    0.008219648361206054,
                    0.008163328170776368,
                    0.008132608413696289,
                    0.008150015830993652,
                    0.008046591758728027,
                    0.00795136022567749,
                    0.00800870418548584,
                    0.007929855823516846,
                    0.007907328128814697,
                    0.008016863822937011,
                    0.00799129581451416,
                    0.007988224029541016,
                    0.007997439861297608,
                    0.007947264194488525,
                    0.007985151767730713,
                    0.007994368076324462,
                    0.007977983951568603,
                    0.007982079982757568,
                    0.007946239948272706,
                    0.007993343830108643,
                    0.00797388792037964,
                    0.007962624073028564,
                    0.007920639991760254,
                    0.007897088050842285,
                    0.007942240238189697,
                    0.007945216178894043,
                    0.007969823837280274,
                    0.007977983951568603,
                    0.008042495727539062,
                    0.007983104228973388,
                    0.007983104228973388,
                    0.007916543960571289,
                    0.008031231880187988,
                    0.007970816135406494,
                    0.007994368076324462,
                    0.007937024116516114,
                    0.007906303882598878,
                    0.007910431861877442,
                    0.008035327911376953,
                    0.007916543960571289,
                    0.007917632102966308,
                    0.007933951854705811,
                    0.00794316816329956,
                    0.007924736022949219,
                    0.007994368076324462,
                    0.00802406406402588,
                    0.008058879852294922,
                    0.008416255950927735,
                    0.00799948787689209,
                    0.00830668830871582,
                    0.008625151634216309,
                    0.00802195167541504,
                    0.008134655952453614,
                    0.007808000087738037,
                    0.007915520191192627,
                    0.00785920000076294,
                    0.007764992237091065,
                    0.007651296138763428,
                    0.007558144092559814,
                    0.007759871959686279,
                    0.007902207851409913,
                    0.007921664237976075,
                    0.007878655910491944,
                    0.00802406406402588,
                    0.008114175796508789,
                    0.007910399913787843,
                    0.007748608112335205,
                    0.0081725435256958,
                    0.007997439861297608,
                    0.0075632638931274416,
                    0.0076492481231689455,
                    0.007619584083557129,
                    0.007485439777374267,
                    0.007498752117156982,
                    0.007509984016418457,
                    0.007429183959960938,
                    0.007573503971099854,
                    0.007607295989990235,
                    0.007334911823272705,
                    0.007455743789672851,
                    0.007432191848754883,
                    0.007292895793914795,
                    0.007409664154052734,
                    0.007425024032592774,
                    0.007425024032592774,
                    0.007508992195129394,
                    0.007489535808563232,
                    0.00742195177078247,
                    0.0075121278762817385,
                    0.007497727870941162,
                    0.0074414401054382325,
                    0.007556096076965332,
                    0.007552000045776367,
                    0.007452672004699707,
                    0.007569407939910889,
                    0.007356416225433349,
                    0.00738918399810791,
                    0.007507967948913574,
                    0.007522304058074952,
                    0.0075008001327514645,
                    0.007477248191833496,
                    0.0074065918922424315,
                    0.007329792022705078,
                    0.007398399829864502,
                    0.007540736198425293,
                    0.007506944179534912,
                    0.007525375843048096,
                    0.007554048061370849,
                    0.0074925761222839355,
                    0.007529471874237061,
                    0.0075345921516418455,
                    0.00744755220413208,
                    0.0074629120826721195,
                    0.007533599853515625,
                    0.0075038719177246095,
                    0.007513088226318359,
                    0.0075335679054260255,
                    0.007450623989105225,
                    0.00749567985534668,
                    0.007535615921020508,
                    0.007498752117156982,
                    0.007469056129455566,
                    0.00749567985534668,
                    0.007520256042480469,
                    0.00744755220413208,
                    0.007510015964508057
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 128.67077982022377
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.886614026714914e-08,
                "ram": 4.857846867314188e-08,
                "gpu": 1.6054324617910385e-07,
                "total": 2.9798785511939484e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3355841.464073527
            }
        }
    }
}