{
    "config": {
        "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+cu124",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "multiple-choice",
            "library": "transformers",
            "model_type": "roberta",
            "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": {},
            "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": 66697.261056,
            "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": "0.12.0",
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 801.390592,
                "max_global_vram": 1185.415168,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.37152
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.8463486328125,
                "mean": 7.8463486328125,
                "stdev": 0.0,
                "p50": 7.8463486328125,
                "p90": 7.8463486328125,
                "p95": 7.8463486328125,
                "p99": 7.8463486328125,
                "values": [
                    7.8463486328125
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 8.673300361118032e-07,
                "ram": 4.59918813767371e-07,
                "gpu": 1.585279045999543e-06,
                "total": 2.912527895878717e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1097.48224,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 509.038592
            },
            "latency": {
                "unit": "s",
                "count": 128,
                "total": 0.998636480331421,
                "mean": 0.007801847502589225,
                "stdev": 0.0002573913904986255,
                "p50": 0.007905184030532836,
                "p90": 0.008069532966613769,
                "p95": 0.00812672028541565,
                "p99": 0.00822090298652649,
                "values": [
                    0.008128512382507324,
                    0.008276991844177246,
                    0.008177663803100586,
                    0.008137727737426758,
                    0.008082592010498046,
                    0.008166399955749512,
                    0.008108991622924805,
                    0.008151071548461914,
                    0.007927807807922363,
                    0.007883776187896728,
                    0.007905151844024658,
                    0.007950335979461669,
                    0.00800153636932373,
                    0.007883808135986329,
                    0.007840767860412597,
                    0.008033280372619628,
                    0.008035327911376953,
                    0.008063936233520507,
                    0.008044384002685546,
                    0.007990272045135497,
                    0.00791756820678711,
                    0.007947264194488525,
                    0.007985151767730713,
                    0.00812339210510254,
                    0.007952256202697754,
                    0.007959392070770264,
                    0.007956543922424316,
                    0.008006655693054199,
                    0.007919616222381591,
                    0.007925759792327881,
                    0.008090687751770019,
                    0.007966720104217529,
                    0.007910399913787843,
                    0.007931935787200927,
                    0.007865312099456788,
                    0.007920639991760254,
                    0.007904255867004394,
                    0.007869440078735352,
                    0.007886847972869874,
                    0.0079268798828125,
                    0.00794316816329956,
                    0.008057855606079101,
                    0.008059904098510743,
                    0.00800767993927002,
                    0.008012800216674805,
                    0.008020992279052735,
                    0.008052736282348634,
                    0.008032320022583007,
                    0.008036288261413574,
                    0.008057855606079101,
                    0.007914495944976807,
                    0.007930880069732665,
                    0.007920639991760254,
                    0.007905216217041015,
                    0.00786636781692505,
                    0.007856128215789794,
                    0.007849855899810791,
                    0.008093536376953125,
                    0.007904255867004394,
                    0.007870463848114014,
                    0.007948287963867188,
                    0.00795750379562378,
                    0.007898111820220948,
                    0.007922751903533936,
                    0.007935935974121094,
                    0.008045568466186523,
                    0.008037376403808593,
                    0.00809881591796875,
                    0.008020992279052735,
                    0.008032256126403809,
                    0.007946239948272706,
                    0.007989247798919678,
                    0.007944191932678223,
                    0.007851935863494874,
                    0.007986176013946533,
                    0.008236895561218262,
                    0.007903232097625732,
                    0.007910367965698242,
                    0.007860223770141601,
                    0.00785100793838501,
                    0.007983104228973388,
                    0.007365632057189942,
                    0.007271423816680909,
                    0.007291903972625732,
                    0.007375872135162354,
                    0.007449632167816162,
                    0.007510015964508057,
                    0.007489535808563232,
                    0.007822336196899414,
                    0.008010751724243164,
                    0.007670591831207276,
                    0.007475200176239013,
                    0.007515135765075683,
                    0.007520256042480469,
                    0.007516160011291504,
                    0.007493631839752197,
                    0.007504896163940429,
                    0.007507936000823974,
                    0.007498752117156982,
                    0.007482367992401123,
                    0.007558144092559814,
                    0.00753059196472168,
                    0.00740556812286377,
                    0.0074741759300231934,
                    0.007457791805267334,
                    0.0075038719177246095,
                    0.007442431926727295,
                    0.00743833589553833,
                    0.007502848148345947,
                    0.007513088226318359,
                    0.007416831970214844,
                    0.007445504188537597,
                    0.007469056129455566,
                    0.0074967041015625,
                    0.0074271998405456546,
                    0.007425024032592774,
                    0.007480256080627442,
                    0.007435264110565186,
                    0.0074404158592224125,
                    0.007473152160644531,
                    0.007475200176239013,
                    0.007570432186126709,
                    0.007624703884124756,
                    0.007416831970214844,
                    0.00741974401473999,
                    0.007464928150177002,
                    0.0074403839111328125,
                    0.007605247974395752
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 128.17476881829933
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.814393627571677e-08,
                "ram": 4.8191934206617585e-08,
                "gpu": 1.5935815217777772e-07,
                "total": 2.9569402266011205e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3381874.2462354684
            }
        }
    }
}