{
    "config": {
        "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+cu124",
            "_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": "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": 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",
            "numactl": false,
            "numactl_kwargs": {},
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.261056,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.224-212.876.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": "0.5.0",
            "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": "1.22.0",
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": "0.13.0",
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 803.868672,
                "max_global_vram": 1192.7552,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.376128
            },
            "latency": {
                "unit": "s",
                "values": [
                    7.95487841796875
                ],
                "count": 1,
                "total": 7.95487841796875,
                "mean": 7.95487841796875,
                "p50": 7.95487841796875,
                "p90": 7.95487841796875,
                "p95": 7.95487841796875,
                "p99": 7.95487841796875,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 1.0206369805422988e-06,
                "ram": 5.401842145514798e-07,
                "gpu": 1.6277790799712477e-06,
                "total": 3.1886002750650264e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1094.422528,
                "max_global_vram": 1203.24096,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 508.993024
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.007362559795379638,
                    0.007019519805908203,
                    0.007048192024230957,
                    0.006830080032348633,
                    0.006759424209594727,
                    0.006761472225189209,
                    0.007079936027526855,
                    0.006965248107910156,
                    0.007216159820556641,
                    0.006950784206390381,
                    0.006974463939666748,
                    0.006931456089019775,
                    0.006718463897705078,
                    0.006685696125030518,
                    0.0066344962120056155,
                    0.006661119937896728,
                    0.0067123198509216305,
                    0.006716415882110595,
                    0.0066447358131408694,
                    0.0068249602317810056,
                    0.006988800048828125,
                    0.0069764480590820315,
                    0.006966271877288818,
                    0.007445504188537597,
                    0.0070553598403930665,
                    0.006966271877288818,
                    0.006956960201263428,
                    0.006774784088134766,
                    0.006772736072540283,
                    0.0067338237762451176,
                    0.0067123198509216305,
                    0.0067942080497741695,
                    0.006825984001159668,
                    0.006752255916595459,
                    0.006795263767242431,
                    0.006985727787017822,
                    0.007013376235961914,
                    0.006958079814910889,
                    0.0068915200233459475,
                    0.006904831886291504,
                    0.006916096210479736,
                    0.006708255767822266,
                    0.007037919998168945,
                    0.006989823818206787,
                    0.00688640022277832,
                    0.006744063854217529,
                    0.006768735885620117,
                    0.006731776237487793,
                    0.0066713600158691405,
                    0.006754303932189941,
                    0.00672054386138916,
                    0.006706175804138184,
                    0.006793216228485107,
                    0.006856704235076904,
                    0.0067338237762451176,
                    0.00673689603805542,
                    0.006802432060241699,
                    0.006968319892883301,
                    0.00669593620300293,
                    0.006813695907592773,
                    0.00676966381072998,
                    0.006623231887817383,
                    0.006647903919219971,
                    0.0069621758460998535,
                    0.0069169921875,
                    0.006842368125915528,
                    0.006831103801727295,
                    0.006817823886871338,
                    0.006833055973052979,
                    0.006915071964263916,
                    0.006713344097137451,
                    0.006559743881225586,
                    0.006824927806854248,
                    0.0067983360290527345,
                    0.006872064113616944,
                    0.006871039867401123,
                    0.007035903930664063,
                    0.006969344139099121,
                    0.00694374418258667,
                    0.006956031799316406,
                    0.006774784088134766,
                    0.006657023906707763,
                    0.00657919979095459,
                    0.006609920024871826,
                    0.006602752208709717,
                    0.0065669121742248536,
                    0.006647808074951172,
                    0.006700032234191895,
                    0.00658841609954834,
                    0.006597631931304931,
                    0.006584320068359375,
                    0.006554624080657959,
                    0.006589439868927002,
                    0.0065812478065490725,
                    0.006519807815551758,
                    0.006551583766937256,
                    0.006583295822143555,
                    0.006569983959197998,
                    0.006608895778656006,
                    0.006611008167266846,
                    0.006593535900115967,
                    0.007187424182891845,
                    0.006591487884521485,
                    0.006542335987091064,
                    0.006646783828735352,
                    0.00658739185333252,
                    0.006511616230010986,
                    0.006586368083953857,
                    0.006535007953643799,
                    0.006618207931518555,
                    0.0065812478065490725,
                    0.00658841609954834,
                    0.00652288007736206,
                    0.006633471965789795,
                    0.006533120155334473,
                    0.0065443840026855465,
                    0.0065781760215759275,
                    0.00653926420211792,
                    0.0065689277648925785,
                    0.006900640010833741,
                    0.006601727962493896,
                    0.006406144142150879,
                    0.006436863899230957,
                    0.00653107213973999,
                    0.006767648220062256,
                    0.006627327919006347,
                    0.006910975933074951,
                    0.006689792156219483,
                    0.006624256134033203,
                    0.006556672096252441,
                    0.00662937593460083,
                    0.006560768127441406,
                    0.0068392958641052244,
                    0.007565311908721924,
                    0.0066979842185974124,
                    0.006706143856048584,
                    0.006944767951965332,
                    0.007037951946258545,
                    0.006619200229644775,
                    0.006535168170928955,
                    0.00658022403717041,
                    0.006585343837738037,
                    0.006549439907073975,
                    0.0066078720092773435,
                    0.006643712043762207,
                    0.006529024124145508,
                    0.006649856090545654,
                    0.006609920024871826
                ],
                "count": 148,
                "total": 1.0000215992927557,
                "mean": 0.006756902697924022,
                "p50": 0.006717439889907837,
                "p90": 0.006986649465560913,
                "p95": 0.007044607996940613,
                "p99": 0.007406520323753356,
                "stdev": 0.00019501395011114854,
                "stdev_": 2.8861441229731524
            },
            "throughput": {
                "unit": "samples/s",
                "value": 147.99680337371709
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.892029611401627e-08,
                "ram": 4.31179854181508e-08,
                "gpu": 1.4022270231926088e-07,
                "total": 2.622609838514279e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3812995.68587947
            }
        }
    }
}