{
    "config": {
        "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+cu124",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "multiple-choice",
            "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-5.10.223-212.873.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": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.2",
            "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": 788.037632,
                "max_global_vram": 1185.415168,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.37152
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.39888427734375,
                "mean": 7.39888427734375,
                "stdev": 0.0,
                "p50": 7.39888427734375,
                "p90": 7.39888427734375,
                "p95": 7.39888427734375,
                "p99": 7.39888427734375,
                "values": [
                    7.39888427734375
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 8.8419529930448e-07,
                "ram": 4.6879259345684954e-07,
                "gpu": 1.8038903320002735e-06,
                "total": 3.156878224761603e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1084.145664,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 509.038592
            },
            "latency": {
                "unit": "s",
                "count": 129,
                "total": 1.0024619169235232,
                "mean": 0.007771022611810255,
                "stdev": 0.0003592714097879968,
                "p50": 0.007838528156280517,
                "p90": 0.008020172691345214,
                "p95": 0.008086060523986817,
                "p99": 0.00832069652557373,
                "values": [
                    0.010850303649902344,
                    0.008361984252929687,
                    0.00821452808380127,
                    0.008141823768615723,
                    0.008153087615966797,
                    0.008053759574890136,
                    0.008136704444885253,
                    0.00790841579437256,
                    0.007922688007354736,
                    0.007915520191192627,
                    0.007855103969573975,
                    0.00787667179107666,
                    0.007990272045135497,
                    0.007828479766845703,
                    0.008090527534484863,
                    0.007951263904571532,
                    0.007945216178894043,
                    0.007881728172302246,
                    0.00786636781692505,
                    0.00785100793838501,
                    0.007903232097625732,
                    0.00798406410217285,
                    0.007942143917083741,
                    0.007971839904785156,
                    0.007933951854705811,
                    0.007940095901489258,
                    0.00796988821029663,
                    0.007880703926086426,
                    0.007935999870300293,
                    0.007929855823516846,
                    0.0077916159629821775,
                    0.007798783779144287,
                    0.007883776187896728,
                    0.007854080200195313,
                    0.00788479995727539,
                    0.007877632141113282,
                    0.007920639991760254,
                    0.008044544219970704,
                    0.008049663543701171,
                    0.008079360008239746,
                    0.007942143917083741,
                    0.007864319801330566,
                    0.007838528156280517,
                    0.00785203218460083,
                    0.007918591976165772,
                    0.007961599826812745,
                    0.007913536071777343,
                    0.007959551811218261,
                    0.007827487945556641,
                    0.007748767852783203,
                    0.007856128215789794,
                    0.008010751724243164,
                    0.007976960182189942,
                    0.007848959922790527,
                    0.007775231838226319,
                    0.007822336196899414,
                    0.007795680046081543,
                    0.00785103988647461,
                    0.007905280113220215,
                    0.007960576057434082,
                    0.0080250883102417,
                    0.008018943786621094,
                    0.007952415943145752,
                    0.007904255867004394,
                    0.007874559879302979,
                    0.007847936153411865,
                    0.007882751941680909,
                    0.007853983879089355,
                    0.00785920000076294,
                    0.007913472175598145,
                    0.007740416049957275,
                    0.007711743831634522,
                    0.00759500789642334,
                    0.00759603214263916,
                    0.007711743831634522,
                    0.00763804817199707,
                    0.007465983867645264,
                    0.007585792064666748,
                    0.007650303840637207,
                    0.007878655910491944,
                    0.00781004810333252,
                    0.007896063804626464,
                    0.0077844481468200685,
                    0.008049663543701171,
                    0.007714816093444824,
                    0.007591936111450195,
                    0.0075980801582336424,
                    0.007559167861938477,
                    0.00753772783279419,
                    0.007590911865234375,
                    0.007514080047607422,
                    0.007491583824157715,
                    0.007521120071411133,
                    0.0074720001220703125,
                    0.007643136024475097,
                    0.007481376171112061,
                    0.0075335359573364255,
                    0.007437312126159668,
                    0.007456768035888672,
                    0.0074332160949707035,
                    0.0074403839111328125,
                    0.007412799835205078,
                    0.007415808200836181,
                    0.007417856216430664,
                    0.007427072048187256,
                    0.007401472091674805,
                    0.007401472091674805,
                    0.00743936014175415,
                    0.007508992195129394,
                    0.0074997758865356446,
                    0.0074926080703735356,
                    0.007442431926727295,
                    0.0073994240760803225,
                    0.007422976016998291,
                    0.007390399932861328,
                    0.0074301438331604,
                    0.007425024032592774,
                    0.007403391838073731,
                    0.007478271961212158,
                    0.007394144058227539,
                    0.007383039951324463,
                    0.007423999786376953,
                    0.007490560054779053,
                    0.007414752006530761,
                    0.0074700798988342285,
                    0.0075038719177246095,
                    0.00748035192489624,
                    0.007394303798675537,
                    0.007432191848754883
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 128.68319267019228
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.793436195473721e-08,
                "ram": 4.805090392674889e-08,
                "gpu": 1.7217915008888672e-07,
                "total": 3.081644159703728e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3245020.995857422
            }
        }
    }
}