{
    "config": {
        "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.3.0+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-classification",
            "library": "transformers",
            "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": {},
            "hub_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,
            "latency": true,
            "memory": 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",
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.29792,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.215-203.850.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": "0.2.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.40.2",
            "transformers_commit": null,
            "accelerate_version": "0.30.1",
            "accelerate_commit": null,
            "diffusers_version": "0.27.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.3",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 901.61152,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 508.993536
            },
            "latency": {
                "unit": "s",
                "count": 153,
                "total": 1.0019042234420776,
                "mean": 0.0065483936172684816,
                "stdev": 0.00021078546764251505,
                "p50": 0.00653004789352417,
                "p90": 0.006841548919677734,
                "p95": 0.006993919849395752,
                "p99": 0.007201833095550537,
                "values": [
                    0.00724070405960083,
                    0.006979584217071533,
                    0.006989823818206787,
                    0.006988800048828125,
                    0.007031807899475098,
                    0.007014400005340577,
                    0.006980607986450196,
                    0.007000063896179199,
                    0.006242303848266601,
                    0.006278143882751465,
                    0.0062228479385375976,
                    0.006264832019805908,
                    0.006198272228240966,
                    0.006243328094482422,
                    0.0062382397651672365,
                    0.006248447895050049,
                    0.006220799922943115,
                    0.006245312213897705,
                    0.006295551776885986,
                    0.006218751907348633,
                    0.006242303848266601,
                    0.006838272094726563,
                    0.006744063854217529,
                    0.00673689603805542,
                    0.007107583999633789,
                    0.007088128089904785,
                    0.006609920024871826,
                    0.006620160102844238,
                    0.006592512130737305,
                    0.00657097578048706,
                    0.006603775978088379,
                    0.0065454401969909665,
                    0.0066304001808166506,
                    0.0065443840026855465,
                    0.006582208156585693,
                    0.00657203197479248,
                    0.00658022403717041,
                    0.006527999877929688,
                    0.006542335987091064,
                    0.006595583915710449,
                    0.006595583915710449,
                    0.006575104236602783,
                    0.006554624080657959,
                    0.006552576065063476,
                    0.006580192089080811,
                    0.006568960189819336,
                    0.006564864158630371,
                    0.006595583915710449,
                    0.006568960189819336,
                    0.006545407772064209,
                    0.006569983959197998,
                    0.006549503803253174,
                    0.006563839912414551,
                    0.006660096168518067,
                    0.006963168144226074,
                    0.006842368125915528,
                    0.006915071964263916,
                    0.00748960018157959,
                    0.006696959972381592,
                    0.006855679988861084,
                    0.006657023906707763,
                    0.006614016056060791,
                    0.006628352165222168,
                    0.006642687797546387,
                    0.00658735990524292,
                    0.006652927875518798,
                    0.006618112087249756,
                    0.006567935943603515,
                    0.006561855792999268,
                    0.00657919979095459,
                    0.006645760059356689,
                    0.0065342397689819335,
                    0.006598656177520752,
                    0.006552576065063476,
                    0.0066078720092773435,
                    0.006556672096252441,
                    0.006556672096252441,
                    0.006551551818847656,
                    0.006535168170928955,
                    0.006512671947479248,
                    0.006590496063232422,
                    0.006557695865631104,
                    0.006666240215301514,
                    0.006585343837738037,
                    0.006518784046173095,
                    0.006609920024871826,
                    0.006617087841033936,
                    0.006246399879455566,
                    0.006268928050994873,
                    0.006235136032104492,
                    0.006398975849151611,
                    0.00653004789352417,
                    0.006482944011688232,
                    0.006518784046173095,
                    0.006524928092956543,
                    0.006494207859039307,
                    0.006537248134613037,
                    0.006491136074066162,
                    0.006502399921417237,
                    0.006532095909118653,
                    0.006524928092956543,
                    0.006495200157165528,
                    0.00659660816192627,
                    0.006567935943603515,
                    0.006501376152038574,
                    0.006502399921417237,
                    0.006457344055175781,
                    0.006509568214416504,
                    0.0064767999649047855,
                    0.006460415840148926,
                    0.006436863899230957,
                    0.0063610877990722655,
                    0.006419456005096436,
                    0.006415359973907471,
                    0.006364160060882569,
                    0.006376448154449463,
                    0.0063836159706115725,
                    0.006368256092071533,
                    0.006363135814666748,
                    0.006330368041992188,
                    0.006377471923828125,
                    0.006364160060882569,
                    0.006366208076477051,
                    0.00638156795501709,
                    0.006344704151153564,
                    0.0064542717933654785,
                    0.006436863899230957,
                    0.0064471039772033695,
                    0.006470655918121338,
                    0.006421504020690918,
                    0.006468575954437256,
                    0.006453248023986816,
                    0.006437888145446777,
                    0.006486015796661377,
                    0.006469632148742676,
                    0.006468607902526856,
                    0.006461440086364746,
                    0.006468607902526856,
                    0.0064839677810668945,
                    0.007165952205657959,
                    0.006492159843444824,
                    0.006490111827850342,
                    0.006496255874633789,
                    0.006513728141784668,
                    0.0064778242111206055,
                    0.006453279972076416,
                    0.0064430079460144046,
                    0.0064767999649047855,
                    0.006428671836853027,
                    0.006436863899230957,
                    0.006426559925079346,
                    0.006479872226715088,
                    0.006453248023986816
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 152.70920754716758
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.668148339008345e-08,
                "ram": 4.1918809835014173e-08,
                "gpu": 1.3327788439999923e-07,
                "total": 2.518781776250968e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3970173.237827814
            }
        }
    }
}