{
    "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": 66697.285632,
            "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": "4.42.4",
            "transformers_commit": null,
            "accelerate_version": "0.32.1",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.7",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 718.364672,
                "max_global_vram": 1185.415168,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.37152
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.1775712890625,
                "mean": 7.1775712890625,
                "stdev": 0.0,
                "p50": 7.1775712890625,
                "p90": 7.1775712890625,
                "p95": 7.1775712890625,
                "p99": 7.1775712890625,
                "values": [
                    7.1775712890625
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 8.731903301344979e-07,
                "ram": 4.625261627612076e-07,
                "gpu": 1.764723633999963e-06,
                "total": 3.100440126895668e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 917.23776,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 509.038592
            },
            "latency": {
                "unit": "s",
                "count": 137,
                "total": 1.0023361601829535,
                "mean": 0.007316322337101845,
                "stdev": 0.00040639933281472624,
                "p50": 0.007234560012817383,
                "p90": 0.0076134399414062495,
                "p95": 0.007704576015472412,
                "p99": 0.009109462738037085,
                "values": [
                    0.01025331211090088,
                    0.00973209571838379,
                    0.007734303951263428,
                    0.007789567947387695,
                    0.007709695816040039,
                    0.007670783996582031,
                    0.008002559661865234,
                    0.007531519889831543,
                    0.007478271961212158,
                    0.007552000045776367,
                    0.007601151943206787,
                    0.007405504226684571,
                    0.007485439777374267,
                    0.0074967041015625,
                    0.007565311908721924,
                    0.00760422420501709,
                    0.007611392021179199,
                    0.007608384132385254,
                    0.007508992195129394,
                    0.007607295989990235,
                    0.007629824161529541,
                    0.0075673599243164065,
                    0.007616511821746826,
                    0.007400447845458984,
                    0.007704576015472412,
                    0.007512063980102539,
                    0.007391200065612793,
                    0.007234560012817383,
                    0.007361536026000977,
                    0.007208960056304932,
                    0.007170048236846924,
                    0.007431168079376221,
                    0.007501760005950928,
                    0.007414783954620361,
                    0.007394303798675537,
                    0.007233535766601563,
                    0.007250944137573242,
                    0.0073400321006774905,
                    0.007318528175354004,
                    0.00725708818435669,
                    0.007398399829864502,
                    0.00725708818435669,
                    0.007243775844573975,
                    0.007494656085968018,
                    0.007396351814270019,
                    0.007485439777374267,
                    0.007520256042480469,
                    0.007556096076965332,
                    0.007245823860168457,
                    0.00719974422454834,
                    0.007270400047302246,
                    0.00728166389465332,
                    0.007188479900360107,
                    0.007146495819091797,
                    0.007286784172058106,
                    0.0073994240760803225,
                    0.007443424224853516,
                    0.007466944217681884,
                    0.007422976016998291,
                    0.007552000045776367,
                    0.007577600002288819,
                    0.007704576015472412,
                    0.007621632099151611,
                    0.007576576232910156,
                    0.007703551769256592,
                    0.007581696033477783,
                    0.007275519847869873,
                    0.007225344181060791,
                    0.007165952205657959,
                    0.007227392196655274,
                    0.0071105918884277345,
                    0.007005184173583984,
                    0.007243775844573975,
                    0.00713318395614624,
                    0.00692633581161499,
                    0.006880256175994873,
                    0.0070256638526916505,
                    0.007216127872467041,
                    0.007377920150756836,
                    0.0074291200637817386,
                    0.007416831970214844,
                    0.007522304058074952,
                    0.00764518404006958,
                    0.007431168079376221,
                    0.007259136199951172,
                    0.007085055828094483,
                    0.007094272136688232,
                    0.007134208202362061,
                    0.007189504146575928,
                    0.007058432102203369,
                    0.007014400005340577,
                    0.006889472007751465,
                    0.00687718391418457,
                    0.006919167995452881,
                    0.0070267200469970705,
                    0.006983712196350098,
                    0.006851583957672119,
                    0.007019519805908203,
                    0.006870016098022461,
                    0.006859776020050049,
                    0.006972415924072266,
                    0.007136256217956543,
                    0.0071823358535766605,
                    0.007068672180175781,
                    0.007064576148986816,
                    0.007021567821502686,
                    0.007079936027526855,
                    0.007155680179595948,
                    0.007186399936676025,
                    0.007070720195770264,
                    0.007017471790313721,
                    0.006972415924072266,
                    0.007096320152282715,
                    0.007204864025115967,
                    0.007071743965148926,
                    0.007088128089904785,
                    0.007049215793609619,
                    0.007081984043121338,
                    0.007127039909362793,
                    0.007008255958557129,
                    0.007031839847564697,
                    0.007061503887176514,
                    0.007036928176879883,
                    0.007044095993041993,
                    0.007143424034118652,
                    0.007095359802246094,
                    0.007048192024230957,
                    0.007088128089904785,
                    0.00709119987487793,
                    0.007047167778015137,
                    0.007050240039825439,
                    0.007076863765716553,
                    0.007045119762420654,
                    0.007227392196655274,
                    0.007047167778015137,
                    0.007184383869171143,
                    0.007061535835266113
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 136.68069200954886
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.240174502134325e-08,
                "ram": 4.5053151123099555e-08,
                "gpu": 1.673265227500006e-07,
                "total": 2.947814188944434e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3392344.0756558822
            }
        }
    }
}