{
    "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": "0.9.16",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 903.745536,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 508.993536
            },
            "latency": {
                "unit": "s",
                "count": 148,
                "total": 1.0018918728828432,
                "mean": 0.006769539681640831,
                "stdev": 0.0001744093525350522,
                "p50": 0.006763520002365112,
                "p90": 0.006992588710784912,
                "p95": 0.007051212763786316,
                "p99": 0.007346770057678222,
                "values": [
                    0.007473152160644531,
                    0.006854656219482422,
                    0.006985727787017822,
                    0.006949888229370117,
                    0.006946815967559815,
                    0.006904831886291504,
                    0.006929408073425293,
                    0.006896607875823975,
                    0.0068351998329162595,
                    0.006811647891998291,
                    0.006848512172698974,
                    0.006781951904296875,
                    0.006821887969970703,
                    0.006792191982269287,
                    0.006700032234191895,
                    0.006665215969085693,
                    0.006723584175109864,
                    0.006773759841918945,
                    0.0067738242149353025,
                    0.00684441614151001,
                    0.006814720153808594,
                    0.006803455829620361,
                    0.00675328016281128,
                    0.006762495994567871,
                    0.006778880119323731,
                    0.006811647891998291,
                    0.006820864200592041,
                    0.006819839954376221,
                    0.0068055038452148435,
                    0.00676966381072998,
                    0.0067717118263244626,
                    0.006782976150512696,
                    0.00690176010131836,
                    0.006836160182952881,
                    0.006788095951080322,
                    0.006693920135498047,
                    0.006657023906707763,
                    0.006722527980804444,
                    0.006747136116027832,
                    0.006719488143920899,
                    0.006806528091430664,
                    0.006781951904296875,
                    0.0067645440101623535,
                    0.007300096035003662,
                    0.0071198720932006835,
                    0.0070522880554199216,
                    0.007134208202362061,
                    0.007017471790313721,
                    0.006989823818206787,
                    0.006961152076721191,
                    0.0068249602317810056,
                    0.006804480075836182,
                    0.006816768169403077,
                    0.006810624122619629,
                    0.006831103801727295,
                    0.00672051191329956,
                    0.006713344097137451,
                    0.006715392112731934,
                    0.006732800006866455,
                    0.006807551860809326,
                    0.006795263767242431,
                    0.006711296081542969,
                    0.0071157760620117185,
                    0.0070266880989074704,
                    0.007010303974151612,
                    0.007039999961853028,
                    0.007013376235961914,
                    0.006999040126800537,
                    0.007049215793609619,
                    0.006831103801727295,
                    0.006948863983154297,
                    0.006884352207183838,
                    0.006862847805023193,
                    0.006821887969970703,
                    0.006837247848510742,
                    0.006814720153808594,
                    0.0067686400413513184,
                    0.006760447978973389,
                    0.006825984001159668,
                    0.006660096168518067,
                    0.006620160102844238,
                    0.006519807815551758,
                    0.006575104236602783,
                    0.006752255916595459,
                    0.006643712043762207,
                    0.006392799854278565,
                    0.0064102401733398436,
                    0.00642464017868042,
                    0.006437888145446777,
                    0.006487040042877197,
                    0.006688767910003662,
                    0.006830080032348633,
                    0.006897664070129395,
                    0.006937600135803222,
                    0.007103487968444824,
                    0.006973440170288086,
                    0.006881279945373535,
                    0.006785024166107178,
                    0.006767615795135498,
                    0.006731776237487793,
                    0.0067348480224609375,
                    0.006595583915710449,
                    0.006816768169403077,
                    0.006680575847625733,
                    0.006692863941192627,
                    0.006694911956787109,
                    0.0066375679969787596,
                    0.00657919979095459,
                    0.007388160228729248,
                    0.006978559970855713,
                    0.006722559928894043,
                    0.006614016056060791,
                    0.006685696125030518,
                    0.006717440128326416,
                    0.006617087841033936,
                    0.006631423950195312,
                    0.006749184131622315,
                    0.006625279903411865,
                    0.006597631931304931,
                    0.0066119680404663084,
                    0.006583295822143555,
                    0.006612991809844971,
                    0.006617087841033936,
                    0.0065771517753601075,
                    0.0066416640281677245,
                    0.006708223819732666,
                    0.006398975849151611,
                    0.006576128005981445,
                    0.006651904106140137,
                    0.006591487884521485,
                    0.006654975891113281,
                    0.006614016056060791,
                    0.006605823993682861,
                    0.006617087841033936,
                    0.006625311851501465,
                    0.0066078720092773435,
                    0.0066447358131408694,
                    0.006616064071655273,
                    0.0066078720092773435,
                    0.006625279903411865,
                    0.006643712043762207,
                    0.006602752208709717,
                    0.006649856090545654,
                    0.006658048152923584,
                    0.006612991809844971,
                    0.0067010560035705566,
                    0.006659071922302246,
                    0.006597631931304931
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 147.72053153215515
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.713026814646536e-08,
                "ram": 4.215088005626707e-08,
                "gpu": 1.5341823240259891e-07,
                "total": 2.7269938060533133e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3667041.6991055305
            }
        }
    }
}