{
    "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": "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": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1032.654848,
                "max_global_vram": 68702.69952,
                "max_process_vram": 45683.843072,
                "max_reserved": 555.74528,
                "max_allocated": 499.374592
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 14.200427734375,
                "mean": 14.200427734375,
                "stdev": 0.0,
                "p50": 14.200427734375,
                "p90": 14.200427734375,
                "p95": 14.200427734375,
                "p99": 14.200427734375,
                "values": [
                    14.200427734375
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1149.919232,
                "max_global_vram": 68702.69952,
                "max_process_vram": 224219.160576,
                "max_reserved": 555.74528,
                "max_allocated": 499.4432
            },
            "latency": {
                "unit": "s",
                "count": 122,
                "total": 0.9953399045467377,
                "mean": 0.008158523807760144,
                "stdev": 0.0012453671496843836,
                "p50": 0.008072498321533204,
                "p90": 0.008253460216522217,
                "p95": 0.008353706836700439,
                "p99": 0.008441189279556274,
                "values": [
                    0.008227218627929687,
                    0.00814897918701172,
                    0.008128337860107422,
                    0.00809025764465332,
                    0.008096818923950195,
                    0.008100659370422363,
                    0.008444179534912109,
                    0.00820241928100586,
                    0.008162259101867676,
                    0.008123858451843262,
                    0.00810561752319336,
                    0.008086579322814941,
                    0.008057458877563477,
                    0.008059219360351562,
                    0.008037458419799805,
                    0.008047219276428222,
                    0.00805953884124756,
                    0.008024818420410156,
                    0.008104819297790528,
                    0.008076178550720214,
                    0.00810689926147461,
                    0.008057778358459472,
                    0.008055538177490234,
                    0.00804945945739746,
                    0.008023219108581543,
                    0.008051538467407226,
                    0.008116498947143554,
                    0.020581647872924803,
                    0.0024056050777435303,
                    0.007571218013763428,
                    0.008111538887023926,
                    0.008020498275756837,
                    0.00807873821258545,
                    0.008028658866882324,
                    0.008018738746643066,
                    0.008008498191833496,
                    0.008020018577575684,
                    0.008060978889465333,
                    0.008082258224487304,
                    0.008067858695983888,
                    0.008116179466247559,
                    0.008028338432312012,
                    0.008070098876953124,
                    0.008085779190063477,
                    0.008057458877563477,
                    0.008072978019714355,
                    0.008061139106750489,
                    0.00802721881866455,
                    0.008122259140014649,
                    0.008056017875671386,
                    0.008065459251403808,
                    0.008024179458618164,
                    0.00804385757446289,
                    0.008019858360290528,
                    0.00807201862335205,
                    0.00824225902557373,
                    0.008373780250549316,
                    0.008352338790893555,
                    0.008333938598632813,
                    0.008247380256652831,
                    0.008218419075012208,
                    0.008208019256591797,
                    0.008250578880310059,
                    0.008353778839111328,
                    0.008391058921813965,
                    0.008280818939208984,
                    0.008257458686828614,
                    0.008253780364990235,
                    0.008161778450012208,
                    0.00810817813873291,
                    0.008107858657836914,
                    0.0080648193359375,
                    0.008102099418640136,
                    0.008151538848876953,
                    0.008078577995300294,
                    0.008069138526916503,
                    0.008074898719787598,
                    0.008075058937072754,
                    0.008064178466796875,
                    0.00801137924194336,
                    0.0080681791305542,
                    0.008024337768554688,
                    0.008025938987731934,
                    0.008184979438781739,
                    0.008429940223693849,
                    0.008315379142761231,
                    0.008136018753051758,
                    0.008149298667907715,
                    0.008106259346008301,
                    0.008119378089904785,
                    0.008045937538146973,
                    0.008098258972167968,
                    0.008043059349060059,
                    0.008034897804260253,
                    0.008110098838806153,
                    0.008032979011535645,
                    0.00806497859954834,
                    0.008048337936401367,
                    0.008052179336547852,
                    0.008092179298400878,
                    0.008042898178100586,
                    0.008106738090515138,
                    0.008353779792785645,
                    0.008196019172668456,
                    0.008046419143676757,
                    0.007996017932891846,
                    0.008087537765502929,
                    0.008040658950805664,
                    0.00805457878112793,
                    0.00802209758758545,
                    0.008050739288330078,
                    0.008095059394836426,
                    0.008087538719177246,
                    0.008047698020935058,
                    0.00805137825012207,
                    0.008013298988342285,
                    0.008023537635803223,
                    0.008038257598876953,
                    0.008039539337158202,
                    0.008047698020935058,
                    0.008026898384094238,
                    0.008031859397888183
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 122.57119346135018
            },
            "energy": null,
            "efficiency": null
        }
    }
}