{
    "config": {
        "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+rocm5.7",
            "_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": "6",
            "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": false,
            "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 7763 64-Core Processor",
            "cpu_count": 128,
            "cpu_ram_mb": 1082015.256576,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.15.0-101-generic-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]"
            ],
            "gpu_count": 8,
            "gpu_vram_mb": 549621596160,
            "optimum_benchmark_version": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.34.2",
            "accelerate_commit": null,
            "diffusers_version": "0.30.3",
            "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": 1042.35008,
                "max_global_vram": 68702.69952,
                "max_process_vram": 46905.040896,
                "max_reserved": 555.74528,
                "max_allocated": 499.37152
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.4980439453125,
                "mean": 8.4980439453125,
                "stdev": 0.0,
                "p50": 8.4980439453125,
                "p90": 8.4980439453125,
                "p95": 8.4980439453125,
                "p99": 8.4980439453125,
                "values": [
                    8.4980439453125
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1159.917568,
                "max_global_vram": 68702.69952,
                "max_process_vram": 232330.764288,
                "max_reserved": 555.74528,
                "max_allocated": 499.5072
            },
            "latency": {
                "unit": "s",
                "count": 132,
                "total": 0.9945945172309874,
                "mean": 0.007534806948719603,
                "stdev": 0.0004742217596571401,
                "p50": 0.0073120961189270025,
                "p90": 0.008278418731689453,
                "p95": 0.008379355430603027,
                "p99": 0.008715436477661133,
                "values": [
                    0.008396339416503907,
                    0.00810545825958252,
                    0.008365459442138672,
                    0.008498738288879395,
                    0.008461618423461914,
                    0.008423059463500977,
                    0.008578099250793458,
                    0.008321779251098633,
                    0.007953617095947265,
                    0.007849298000335693,
                    0.007718737125396728,
                    0.007696977138519287,
                    0.007680016994476319,
                    0.007638737201690674,
                    0.007659377098083496,
                    0.00762753677368164,
                    0.007627696990966797,
                    0.007607057094573975,
                    0.007598736763000488,
                    0.007582417011260986,
                    0.007588175773620606,
                    0.007627376079559326,
                    0.010960824966430664,
                    0.007591536998748779,
                    0.007283535957336426,
                    0.007279376029968262,
                    0.0072980961799621585,
                    0.007282256126403808,
                    0.007243375778198242,
                    0.007285615921020508,
                    0.007242735862731934,
                    0.007312016010284424,
                    0.0073059358596801755,
                    0.007279215812683105,
                    0.007302257061004638,
                    0.00729633617401123,
                    0.007308015823364258,
                    0.0073102560043334965,
                    0.007581936836242676,
                    0.0073268961906433104,
                    0.007268496036529541,
                    0.007301616191864014,
                    0.007336976051330567,
                    0.0073259367942810055,
                    0.007307695865631104,
                    0.0072894558906555175,
                    0.0074838571548461914,
                    0.007241456031799316,
                    0.0072937760353088375,
                    0.007256815910339356,
                    0.0072747359275817875,
                    0.007464016914367676,
                    0.007263376235961914,
                    0.007252975940704346,
                    0.007260816097259521,
                    0.007445137023925782,
                    0.007255055904388428,
                    0.007259856224060059,
                    0.007272816181182861,
                    0.007331376075744629,
                    0.0072576160430908206,
                    0.00728801679611206,
                    0.00728929615020752,
                    0.007296656131744385,
                    0.0072766561508178715,
                    0.007292175769805908,
                    0.007295536994934082,
                    0.007359055995941162,
                    0.0073121762275695805,
                    0.007347216129302978,
                    0.007325776100158691,
                    0.007284815788269043,
                    0.007340015888214112,
                    0.007285935878753662,
                    0.007291057109832764,
                    0.007296495914459229,
                    0.007266895771026611,
                    0.00724513578414917,
                    0.007323535919189453,
                    0.007264336109161377,
                    0.0073108959197998044,
                    0.00727569580078125,
                    0.00729537582397461,
                    0.007370736122131348,
                    0.007321455955505371,
                    0.0072980961799621585,
                    0.007297455787658691,
                    0.007268815994262695,
                    0.007283055782318115,
                    0.007423696041107178,
                    0.007292175769805908,
                    0.007288335800170898,
                    0.007300336837768554,
                    0.007297776222229004,
                    0.007290736198425293,
                    0.007290575981140137,
                    0.007302735805511475,
                    0.00726145601272583,
                    0.007317935943603516,
                    0.007331535816192627,
                    0.007319056034088135,
                    0.007290256023406982,
                    0.007316656112670898,
                    0.007321455955505371,
                    0.0072558560371398925,
                    0.007324176788330078,
                    0.007353616237640381,
                    0.007302576065063476,
                    0.007292175769805908,
                    0.0072747359275817875,
                    0.007304656028747559,
                    0.007339216232299804,
                    0.0072985758781433105,
                    0.007298895835876465,
                    0.007282896995544434,
                    0.007659057140350342,
                    0.008247858047485351,
                    0.008777138710021972,
                    0.008280018806457519,
                    0.008264018058776855,
                    0.008334898948669433,
                    0.007624337196350098,
                    0.007668177127838135,
                    0.007721937179565429,
                    0.00795825719833374,
                    0.008340658187866211,
                    0.008306577682495117,
                    0.008301617622375489,
                    0.007935857772827149,
                    0.008140018463134766,
                    0.0076971368789672855,
                    0.007422094821929932
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 132.71740162764635
            },
            "energy": null,
            "efficiency": null
        }
    }
}