{
    "config": {
        "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+rocm5.7",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-classification",
            "library": "transformers",
            "model_type": "roberta",
            "model": "FacebookAI/roberta-base",
            "processor": "FacebookAI/roberta-base",
            "device": "cuda",
            "device_ids": "5",
            "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": 1079.435264,
                "max_global_vram": 68702.69952,
                "max_process_vram": 51176.861696,
                "max_reserved": 555.74528,
                "max_allocated": 499.374592
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 9.796236328125,
                "mean": 9.796236328125,
                "stdev": 0.0,
                "p50": 9.796236328125,
                "p90": 9.796236328125,
                "p95": 9.796236328125,
                "p99": 9.796236328125,
                "values": [
                    9.796236328125
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1196.42112,
                "max_global_vram": 68702.69952,
                "max_process_vram": 252628.004864,
                "max_reserved": 555.74528,
                "max_allocated": 499.4432
            },
            "latency": {
                "unit": "s",
                "count": 125,
                "total": 0.9985414254665373,
                "mean": 0.007988331403732299,
                "stdev": 0.0012301193633842949,
                "p50": 0.007905738830566406,
                "p90": 0.008065547180175782,
                "p95": 0.00810548267364502,
                "p99": 0.012635256919860869,
                "values": [
                    0.008097739219665527,
                    0.008018058776855469,
                    0.008101899147033692,
                    0.008075339317321777,
                    0.008106378555297852,
                    0.008062859535217286,
                    0.008378539085388183,
                    0.008067338943481446,
                    0.008032138824462891,
                    0.008025738716125488,
                    0.007987180233001708,
                    0.007964138984680175,
                    0.007974538803100586,
                    0.007950860023498535,
                    0.007960459232330323,
                    0.007884779930114745,
                    0.00792077922821045,
                    0.007871500015258789,
                    0.007951659202575683,
                    0.00787966012954712,
                    0.007905738830566406,
                    0.007915500164031983,
                    0.007825739860534668,
                    0.007848139762878417,
                    0.007835820198059082,
                    0.00785517978668213,
                    0.007873260021209716,
                    0.0078818998336792,
                    0.007852458953857422,
                    0.007892940044403076,
                    0.007806859970092774,
                    0.007830379009246826,
                    0.01852987289428711,
                    0.002336313962936401,
                    0.005396786212921142,
                    0.00785998010635376,
                    0.00784957981109619,
                    0.007827020168304444,
                    0.00789870023727417,
                    0.007858699798583984,
                    0.007896780014038086,
                    0.007881258964538574,
                    0.007900300025939942,
                    0.007896618843078613,
                    0.007945899963378905,
                    0.008012779235839844,
                    0.007971339225769043,
                    0.007924620151519776,
                    0.007938539028167725,
                    0.007877260208129884,
                    0.00791261911392212,
                    0.007902219772338867,
                    0.00789565896987915,
                    0.007911019802093506,
                    0.007909578800201416,
                    0.007987020015716552,
                    0.007893579006195068,
                    0.007879499912261962,
                    0.007844299793243407,
                    0.007842219829559327,
                    0.007819180011749267,
                    0.00785181999206543,
                    0.007882699966430665,
                    0.008090378761291504,
                    0.00801837921142578,
                    0.00797790002822876,
                    0.00794253921508789,
                    0.007904139995574952,
                    0.007904778957366944,
                    0.007980460166931153,
                    0.008108939170837402,
                    0.007963980197906494,
                    0.008075498580932617,
                    0.007978538990020751,
                    0.008006218910217286,
                    0.008011659622192384,
                    0.013979483604431152,
                    0.006547183036804199,
                    0.008047019004821777,
                    0.00796125888824463,
                    0.007926060199737548,
                    0.007931499004364014,
                    0.007877099990844726,
                    0.007977259159088135,
                    0.007859819889068604,
                    0.007929738998413085,
                    0.007889900207519531,
                    0.007886858940124511,
                    0.007872779846191407,
                    0.007861899852752685,
                    0.00782637882232666,
                    0.00791614007949829,
                    0.008268617630004882,
                    0.00818701934814453,
                    0.008041739463806152,
                    0.007989419937133788,
                    0.007984458923339844,
                    0.007922060012817382,
                    0.007937900066375733,
                    0.007877580165863037,
                    0.007890378952026367,
                    0.007911499977111816,
                    0.0079945387840271,
                    0.0078850998878479,
                    0.007866219997406006,
                    0.00789981985092163,
                    0.007936299800872803,
                    0.007911980152130127,
                    0.007903820037841796,
                    0.00791629981994629,
                    0.007880780220031738,
                    0.007882859230041504,
                    0.007920300006866455,
                    0.007844139099121093,
                    0.007812300205230713,
                    0.007905739784240723,
                    0.007875339031219482,
                    0.007847179889678955,
                    0.007848939895629882,
                    0.007922539234161377,
                    0.00788205909729004,
                    0.007858699798583984,
                    0.007828139781951904,
                    0.007836619853973388,
                    0.00784798002243042
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 125.18258813508677
            },
            "energy": null,
            "efficiency": null
        }
    }
}