{
    "config": {
        "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cu121",
            "_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": 66697.293824,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.219-208.866.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": "0.3.1",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.43.3",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.8",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 718.798848,
                "max_global_vram": 1185.415168,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.37152
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.250294921875,
                "mean": 7.250294921875,
                "stdev": 0.0,
                "p50": 7.250294921875,
                "p90": 7.250294921875,
                "p95": 7.250294921875,
                "p99": 7.250294921875,
                "values": [
                    7.250294921875
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 8.929943044980367e-07,
                "ram": 4.615018768509079e-07,
                "gpu": 1.6302790820004257e-06,
                "total": 2.98477526334937e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 918.499328,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 509.038592
            },
            "latency": {
                "unit": "s",
                "count": 135,
                "total": 0.9992987227439883,
                "mean": 0.007402212761066578,
                "stdev": 0.00032458107441174033,
                "p50": 0.007456704139709473,
                "p90": 0.00771850233078003,
                "p95": 0.007783833503723144,
                "p99": 0.008602972450256346,
                "values": [
                    0.007789567947387695,
                    0.007762944221496582,
                    0.00773529577255249,
                    0.007781375885009765,
                    0.007759871959686279,
                    0.007602176189422607,
                    0.007560192108154297,
                    0.007600128173828125,
                    0.007540736198425293,
                    0.007559167861938477,
                    0.007286784172058106,
                    0.007411712169647216,
                    0.0071792640686035155,
                    0.007179296016693116,
                    0.007238656044006348,
                    0.007865344047546387,
                    0.007667712211608887,
                    0.00759603214263916,
                    0.0075980801582336424,
                    0.007518208026885987,
                    0.0075838079452514645,
                    0.00765235185623169,
                    0.007581696033477783,
                    0.007544832229614258,
                    0.007542784214019775,
                    0.007625728130340576,
                    0.007525375843048096,
                    0.007515135765075683,
                    0.0075642881393432615,
                    0.007566336154937744,
                    0.0074535999298095705,
                    0.00744755220413208,
                    0.007463935852050781,
                    0.007498752117156982,
                    0.00744652795791626,
                    0.007535552024841309,
                    0.007482367992401123,
                    0.007602176189422607,
                    0.007693312168121338,
                    0.007615488052368164,
                    0.007628799915313721,
                    0.007549952030181885,
                    0.007456704139709473,
                    0.007494656085968018,
                    0.007585792064666748,
                    0.00752950382232666,
                    0.0074967041015625,
                    0.007548927783966064,
                    0.007437312126159668,
                    0.007455743789672851,
                    0.00748748779296875,
                    0.007460864067077637,
                    0.007610367774963379,
                    0.007798783779144287,
                    0.007452672004699707,
                    0.007469056129455566,
                    0.00742195177078247,
                    0.007516160011291504,
                    0.007482367992401123,
                    0.0075643200874328615,
                    0.007758848190307617,
                    0.007611392021179199,
                    0.007966720104217529,
                    0.008231936454772949,
                    0.008794112205505371,
                    0.00921497631072998,
                    0.007638016223907471,
                    0.0076277761459350585,
                    0.007580639839172364,
                    0.007491583824157715,
                    0.007371776103973389,
                    0.007313375949859619,
                    0.007526400089263916,
                    0.007473152160644531,
                    0.007236608028411865,
                    0.007177216053009033,
                    0.007154687881469727,
                    0.007352320194244385,
                    0.007461887836456299,
                    0.007507967948913574,
                    0.007513023853302002,
                    0.007600128173828125,
                    0.007650303840637207,
                    0.007778304100036621,
                    0.007747519969940186,
                    0.007187456130981445,
                    0.007070720195770264,
                    0.007181312084197998,
                    0.007087103843688965,
                    0.007122943878173828,
                    0.007061503887176514,
                    0.00713318395614624,
                    0.0070860800743103025,
                    0.007123968124389648,
                    0.007106560230255127,
                    0.007081984043121338,
                    0.007090176105499267,
                    0.007101439952850342,
                    0.007142399787902832,
                    0.007053311824798584,
                    0.007138304233551026,
                    0.007074816226959229,
                    0.007053311824798584,
                    0.007069695949554444,
                    0.007065599918365479,
                    0.0070860800743103025,
                    0.007039999961853028,
                    0.007143360137939453,
                    0.007061503887176514,
                    0.007087103843688965,
                    0.007079936027526855,
                    0.007088128089904785,
                    0.007079936027526855,
                    0.007039999961853028,
                    0.007045119762420654,
                    0.007071743965148926,
                    0.007093247890472412,
                    0.007047167778015137,
                    0.007070720195770264,
                    0.007069695949554444,
                    0.0074926080703735356,
                    0.0071526398658752445,
                    0.007066624164581299,
                    0.0070891518592834475,
                    0.007104512214660645,
                    0.007104479789733887,
                    0.007094272136688232,
                    0.00707583999633789,
                    0.007123968124389648,
                    0.007074816226959229,
                    0.0070860800743103025,
                    0.00709119987487793,
                    0.007047167778015137,
                    0.00707583999633789,
                    0.007080959796905518
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 135.09473886777485
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.077939531610306e-08,
                "ram": 4.4167580579299836e-08,
                "gpu": 1.510054118095222e-07,
                "total": 2.7595238770492513e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3623813.5437671817
            }
        }
    }
}