{
    "config": {
        "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.2.2+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": "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": 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": "error",
            "numactl": false,
            "numactl_kwargs": {},
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7643 48-Core Processor",
            "cpu_count": 96,
            "cpu_ram_mb": 1082028.982272,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "Advanced Micro Devices, Inc. [AMD/ATI]"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 68702699520,
            "optimum_benchmark_version": "0.3.1",
            "optimum_benchmark_commit": "e185b4a299427f88d515b3c18d3c0c0dc8e91cd8",
            "transformers_version": "4.43.3",
            "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": "1.0.8",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 903.467008,
                "max_global_vram": 841.76896,
                "max_process_vram": 43673.919488,
                "max_reserved": 555.74528,
                "max_allocated": 499.37152
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 6.8372431640625,
                "mean": 6.8372431640625,
                "stdev": 0.0,
                "p50": 6.8372431640625,
                "p90": 6.8372431640625,
                "p95": 6.8372431640625,
                "p99": 6.8372431640625,
                "values": [
                    6.8372431640625
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1013.0432,
                "max_global_vram": 898.420736,
                "max_process_vram": 200472.694784,
                "max_reserved": 555.74528,
                "max_allocated": 499.5072
            },
            "latency": {
                "unit": "s",
                "count": 138,
                "total": 0.9966044816970823,
                "mean": 0.007221771606500599,
                "stdev": 8.716951660222423e-05,
                "p50": 0.007203494548797608,
                "p90": 0.007277782821655273,
                "p95": 0.007335935163497924,
                "p99": 0.007504835948944092,
                "values": [
                    0.007111574172973633,
                    0.0070944538116455074,
                    0.007122774124145508,
                    0.007929019927978516,
                    0.0071579737663269045,
                    0.007168374061584473,
                    0.007221814155578613,
                    0.007240534782409668,
                    0.0072746148109436035,
                    0.0072318949699401855,
                    0.007249975204467773,
                    0.007205335140228272,
                    0.007255895137786865,
                    0.007247894763946533,
                    0.007226775169372559,
                    0.007212374210357666,
                    0.0072117338180542,
                    0.007213654994964599,
                    0.00723221492767334,
                    0.007247574806213379,
                    0.007203733921051026,
                    0.007257335186004639,
                    0.007195573806762695,
                    0.007223094940185547,
                    0.007226133823394775,
                    0.0072856550216674806,
                    0.007200694084167481,
                    0.007200694084167481,
                    0.00720597505569458,
                    0.0071794137954711915,
                    0.007215095043182373,
                    0.0071782941818237305,
                    0.007198773860931397,
                    0.007194934844970703,
                    0.007181014060974121,
                    0.007183255195617676,
                    0.0071811738014221195,
                    0.007182454109191895,
                    0.0072083740234375,
                    0.007183414936065674,
                    0.007171733856201172,
                    0.007169973850250244,
                    0.007179093837738037,
                    0.007189653873443604,
                    0.007191413879394531,
                    0.00718741512298584,
                    0.007190293788909912,
                    0.007182775020599365,
                    0.007240694999694824,
                    0.0071910939216613765,
                    0.007206614971160889,
                    0.007201173782348633,
                    0.007172373771667481,
                    0.007219894886016846,
                    0.007210934162139892,
                    0.007203413963317871,
                    0.007170613765716553,
                    0.007180374145507812,
                    0.00720565414428711,
                    0.007214613914489746,
                    0.007199573993682862,
                    0.00720645523071289,
                    0.007184214115142822,
                    0.007213174819946289,
                    0.007184534072875976,
                    0.007198773860931397,
                    0.0071813340187072755,
                    0.007197174072265625,
                    0.0072123751640319825,
                    0.007238934993743897,
                    0.007203733921051026,
                    0.007207734107971191,
                    0.00721253490447998,
                    0.007185334205627441,
                    0.007193815231323242,
                    0.0071934938430786135,
                    0.007149013996124267,
                    0.007177974224090576,
                    0.007199094772338867,
                    0.007194774150848389,
                    0.007203574180603027,
                    0.007184534072875976,
                    0.007171093940734863,
                    0.007193974018096924,
                    0.007213813781738281,
                    0.007187254905700683,
                    0.0071930141448974605,
                    0.0071840548515319826,
                    0.007204373836517334,
                    0.007190134048461914,
                    0.007191733837127685,
                    0.00718821382522583,
                    0.007224215030670166,
                    0.0071813340187072755,
                    0.007157174110412598,
                    0.0072083740234375,
                    0.0072186141014099125,
                    0.0072123751640319825,
                    0.0072214951515197755,
                    0.0074885358810424804,
                    0.007499896049499512,
                    0.007468215942382813,
                    0.007507737159729004,
                    0.007426455974578857,
                    0.007323735237121582,
                    0.007270134925842285,
                    0.007288215160369873,
                    0.00728517484664917,
                    0.00731605577468872,
                    0.007334615230560303,
                    0.007343414783477783,
                    0.007306295871734619,
                    0.007196854114532471,
                    0.007194455146789551,
                    0.007190134048461914,
                    0.007190934181213379,
                    0.007185013771057129,
                    0.007222293853759765,
                    0.007206775188446045,
                    0.0071885337829589845,
                    0.007199254035949707,
                    0.007216535091400147,
                    0.007170293807983398,
                    0.007194614887237548,
                    0.007246135234832763,
                    0.007212853908538818,
                    0.007213654041290284,
                    0.007229014873504639,
                    0.007203414916992188,
                    0.00720789384841919,
                    0.007193173885345459,
                    0.007208535194396973,
                    0.007215094089508056,
                    0.007195734024047852,
                    0.007204535007476806,
                    0.00715621280670166,
                    0.007184534072875976,
                    0.007234774112701416
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 138.47017802388834
            },
            "energy": null,
            "efficiency": null
        }
    }
}