{
    "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": "4.42.4",
            "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": 719.5648,
                "max_global_vram": 1185.415168,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.37152
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.11438427734375,
                "mean": 7.11438427734375,
                "stdev": 0.0,
                "p50": 7.11438427734375,
                "p90": 7.11438427734375,
                "p95": 7.11438427734375,
                "p99": 7.11438427734375,
                "values": [
                    7.11438427734375
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 8.918065163824293e-07,
                "ram": 4.581758483824198e-07,
                "gpu": 1.881945949999339e-06,
                "total": 3.2319283147641884e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 918.573056,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 509.038592
            },
            "latency": {
                "unit": "s",
                "count": 138,
                "total": 1.0000242552757264,
                "mean": 0.007246552574461785,
                "stdev": 0.00022196635982287127,
                "p50": 0.007190016031265258,
                "p90": 0.007539200019836426,
                "p95": 0.007576883363723755,
                "p99": 0.007739094929695129,
                "values": [
                    0.007781375885009765,
                    0.007745535850524903,
                    0.007483391761779785,
                    0.0077281279563903805,
                    0.00738099193572998,
                    0.007533631801605225,
                    0.0076277761459350585,
                    0.0075008001327514645,
                    0.0074741759300231934,
                    0.0075263681411743165,
                    0.007524352073669433,
                    0.0074065918922424315,
                    0.007444479942321777,
                    0.007551936149597168,
                    0.007511040210723877,
                    0.007553023815155029,
                    0.00757862377166748,
                    0.00760211181640625,
                    0.007507967948913574,
                    0.007456768035888672,
                    0.007231488227844239,
                    0.007265279769897461,
                    0.007204864025115967,
                    0.007266304016113281,
                    0.007309311866760254,
                    0.007247871875762939,
                    0.007226367950439453,
                    0.007237631797790528,
                    0.007314432144165039,
                    0.007264256000518799,
                    0.007139328002929687,
                    0.007161856174468994,
                    0.007187456130981445,
                    0.007161856174468994,
                    0.0071792640686035155,
                    0.007192575931549072,
                    0.007158783912658692,
                    0.007280640125274658,
                    0.007260159969329834,
                    0.007237631797790528,
                    0.007528448104858398,
                    0.00754585599899292,
                    0.0074741759300231934,
                    0.007426047801971435,
                    0.007554048061370849,
                    0.007511072158813477,
                    0.007458816051483155,
                    0.007454751968383789,
                    0.007476223945617676,
                    0.007428095817565918,
                    0.007426047801971435,
                    0.00744755220413208,
                    0.00753766393661499,
                    0.007484416007995606,
                    0.007461887836456299,
                    0.007431168079376221,
                    0.00744652795791626,
                    0.0074332160949707035,
                    0.007420928001403809,
                    0.00743939208984375,
                    0.007576576232910156,
                    0.00757862377166748,
                    0.0074967041015625,
                    0.007514111995697022,
                    0.007527455806732177,
                    0.007465983867645264,
                    0.007572480201721191,
                    0.00738099193572998,
                    0.007221248149871826,
                    0.007155712127685547,
                    0.007074816226959229,
                    0.007070720195770264,
                    0.006970367908477783,
                    0.007132224082946777,
                    0.007002143859863281,
                    0.006841343879699707,
                    0.006789120197296142,
                    0.00684441614151001,
                    0.007143424034118652,
                    0.00724070405960083,
                    0.007245823860168457,
                    0.007258048057556152,
                    0.0073994240760803225,
                    0.007528448104858398,
                    0.007131135940551757,
                    0.007064576148986816,
                    0.007069695949554444,
                    0.007123968124389648,
                    0.007054336071014404,
                    0.007065599918365479,
                    0.007054336071014404,
                    0.00708403205871582,
                    0.007065599918365479,
                    0.007053311824798584,
                    0.007122943878173828,
                    0.00703385591506958,
                    0.007012351989746094,
                    0.00694271993637085,
                    0.006972415924072266,
                    0.006998015880584717,
                    0.007000063896179199,
                    0.006974463939666748,
                    0.007067647933959961,
                    0.007061535835266113,
                    0.0070266880989074704,
                    0.007037951946258545,
                    0.0070563840866088865,
                    0.007045119762420654,
                    0.0070891518592834475,
                    0.007023615837097168,
                    0.007036928176879883,
                    0.007542784214019775,
                    0.007161856174468994,
                    0.00709119987487793,
                    0.0070563840866088865,
                    0.007013408184051514,
                    0.0070563840866088865,
                    0.0070339198112487795,
                    0.007117824077606201,
                    0.007030720233917236,
                    0.007041088104248047,
                    0.007049215793609619,
                    0.007077888011932373,
                    0.007064576148986816,
                    0.007051263809204102,
                    0.007049183845520019,
                    0.007065599918365479,
                    0.007067647933959961,
                    0.0070256638526916505,
                    0.007015456199645996,
                    0.007016448020935059,
                    0.007035903930664063,
                    0.007031807899475098,
                    0.007058432102203369,
                    0.007018496036529541,
                    0.007036928176879883,
                    0.007031807899475098,
                    0.007050240039825439
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 137.99665285313574
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.558082423335928e-08,
                "ram": 4.679197231567844e-08,
                "gpu": 1.8457448818705197e-07,
                "total": 3.169472847360897e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3155098.807149154
            }
        }
    }
}