{
    "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",
            "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": "0.2.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.40.2",
            "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": 907.93984,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 509.039104
            },
            "latency": {
                "unit": "s",
                "count": 126,
                "total": 0.9968537235260014,
                "mean": 0.007911537488301595,
                "stdev": 0.00044501655595148326,
                "p50": 0.007943135976791383,
                "p90": 0.008152063846588134,
                "p95": 0.008276735782623291,
                "p99": 0.010092032194137573,
                "values": [
                    0.01103872013092041,
                    0.010468352317810058,
                    0.008963071823120117,
                    0.00828006362915039,
                    0.008266752243041992,
                    0.008151040077209473,
                    0.008125439643859863,
                    0.008011775970458984,
                    0.008034303665161132,
                    0.008117247581481933,
                    0.008364031791687012,
                    0.007939072132110595,
                    0.007879680156707763,
                    0.007958528041839599,
                    0.00799129581451416,
                    0.008159232139587403,
                    0.008019968032836914,
                    0.008070143699645996,
                    0.007982079982757568,
                    0.008086527824401855,
                    0.008220671653747558,
                    0.0081725435256958,
                    0.008043519973754883,
                    0.008035327911376953,
                    0.007985151767730713,
                    0.008102911949157715,
                    0.008020992279052735,
                    0.008153087615966797,
                    0.008065024375915527,
                    0.007995391845703125,
                    0.007929855823516846,
                    0.00795136022567749,
                    0.007970848083496095,
                    0.007970816135406494,
                    0.007989247798919678,
                    0.007996416091918946,
                    0.008042495727539062,
                    0.008068096160888672,
                    0.008343551635742187,
                    0.008042495727539062,
                    0.007959551811218261,
                    0.007989247798919678,
                    0.008135680198669434,
                    0.007998464107513427,
                    0.007953407764434815,
                    0.007967743873596191,
                    0.00790118408203125,
                    0.007928832054138184,
                    0.007979008197784423,
                    0.008064000129699708,
                    0.008239104270935058,
                    0.007998464107513427,
                    0.007940095901489258,
                    0.007972864151000977,
                    0.007920639991760254,
                    0.007946239948272706,
                    0.007982143878936768,
                    0.007962624073028564,
                    0.008014847755432129,
                    0.00808448028564453,
                    0.008102911949157715,
                    0.008083456039428711,
                    0.007998464107513427,
                    0.007955455780029297,
                    0.007986176013946533,
                    0.007942143917083741,
                    0.008637503623962402,
                    0.007981056213378907,
                    0.007795711994171142,
                    0.007809023857116699,
                    0.007912479877471923,
                    0.0077547521591186525,
                    0.007599103927612305,
                    0.007622655868530274,
                    0.007627744197845459,
                    0.007683072090148926,
                    0.00789299201965332,
                    0.007944128036499024,
                    0.007965663909912109,
                    0.008073216438293456,
                    0.007896063804626464,
                    0.007844863891601562,
                    0.007836671829223632,
                    0.007792575836181641,
                    0.007699456214904785,
                    0.007724031925201416,
                    0.007570432186126709,
                    0.007583744049072265,
                    0.0075335679054260255,
                    0.007602176189422607,
                    0.007543807983398438,
                    0.007550975799560547,
                    0.007649280071258545,
                    0.007547904014587403,
                    0.007548927783966064,
                    0.007656447887420655,
                    0.007642111778259277,
                    0.007580671787261963,
                    0.007514111995697022,
                    0.0075335679054260255,
                    0.007558144092559814,
                    0.007565311908721924,
                    0.007600128173828125,
                    0.0075673599243164065,
                    0.007585792064666748,
                    0.007613440036773681,
                    0.007658495903015137,
                    0.007542784214019775,
                    0.007523327827453613,
                    0.007507967948913574,
                    0.007521279811859131,
                    0.007488512039184571,
                    0.007543776035308838,
                    0.007580671787261963,
                    0.007546879768371582,
                    0.007541759967803955,
                    0.007550975799560547,
                    0.00754585599899292,
                    0.007557119846343994,
                    0.007590911865234375,
                    0.007575551986694336,
                    0.0075939841270446775,
                    0.007571455955505371,
                    0.007571455955505371,
                    0.007591936111450195,
                    0.0075939841270446775
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 126.39768205341267
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.795645011305318e-08,
                "ram": 4.8080906397242665e-08,
                "gpu": 1.5576967194074036e-07,
                "total": 2.9180702845103624e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3426922.255122429
            }
        }
    }
}