{
    "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": {},
            "hub_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,
            "latency": true,
            "memory": 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": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 912.77312,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 509.039104
            },
            "latency": {
                "unit": "s",
                "count": 138,
                "total": 1.0003869447708134,
                "mean": 0.00724918075920879,
                "stdev": 0.00041175946955767837,
                "p50": 0.007230976104736328,
                "p90": 0.007525580883026122,
                "p95": 0.007786598420143128,
                "p99": 0.00896684063911438,
                "values": [
                    0.007772160053253174,
                    0.007386112213134765,
                    0.007497695922851563,
                    0.007501823902130127,
                    0.0074700798988342285,
                    0.007426080226898194,
                    0.007371776103973389,
                    0.007520256042480469,
                    0.0074741759300231934,
                    0.007307263851165771,
                    0.007463935852050781,
                    0.00724889612197876,
                    0.0072408318519592285,
                    0.007323647975921631,
                    0.007180287837982178,
                    0.007214079856872559,
                    0.007216127872467041,
                    0.007265183925628662,
                    0.007350207805633545,
                    0.007311359882354736,
                    0.007289792060852051,
                    0.007293951988220215,
                    0.007201791763305664,
                    0.007291903972625732,
                    0.007490560054779053,
                    0.007415808200836181,
                    0.0073450241088867186,
                    0.007300032138824463,
                    0.00725708818435669,
                    0.007207935810089112,
                    0.007280640125274658,
                    0.0072765440940856935,
                    0.007267327785491944,
                    0.007269375801086426,
                    0.007178368091583252,
                    0.007207935810089112,
                    0.007308288097381592,
                    0.007230463981628418,
                    0.007267327785491944,
                    0.0075560641288757325,
                    0.007411680221557617,
                    0.0073400321006774905,
                    0.007560192108154297,
                    0.007292928218841553,
                    0.007479328155517578,
                    0.007451583862304687,
                    0.007269375801086426,
                    0.007452672004699707,
                    0.0074741759300231934,
                    0.007358463764190673,
                    0.007229440212249756,
                    0.007332863807678222,
                    0.007242688179016113,
                    0.007164927959442138,
                    0.007106560230255127,
                    0.007283679962158203,
                    0.0075632638931274416,
                    0.007524352073669433,
                    0.007160831928253173,
                    0.007244800090789795,
                    0.007214079856872559,
                    0.007300960063934326,
                    0.007231488227844239,
                    0.0072325119972229,
                    0.007377888202667236,
                    0.0073697280883789065,
                    0.007341055870056152,
                    0.007336959838867187,
                    0.007592800140380859,
                    0.007285759925842285,
                    0.007250944137573242,
                    0.007748672008514404,
                    0.007528448104858398,
                    0.007193600177764893,
                    0.007290880203247071,
                    0.007206912040710449,
                    0.007169023990631103,
                    0.007009280204772949,
                    0.00704201602935791,
                    0.007161856174468994,
                    0.007001088142395019,
                    0.006890495777130127,
                    0.0068280320167541505,
                    0.007038976192474365,
                    0.008274944305419921,
                    0.008814592361450196,
                    0.009056256294250489,
                    0.009116512298583984,
                    0.008759167671203614,
                    0.008673279762268067,
                    0.007868415832519531,
                    0.007210976123809815,
                    0.007159808158874512,
                    0.007146495819091797,
                    0.007163904190063477,
                    0.007017471790313721,
                    0.007386112213134765,
                    0.007061503887176514,
                    0.007051263809204102,
                    0.0070553598403930665,
                    0.007150591850280762,
                    0.007019519805908203,
                    0.0072130560874938965,
                    0.007001088142395019,
                    0.006979584217071533,
                    0.007039999961853028,
                    0.006844543933868409,
                    0.006807551860809326,
                    0.006779903888702392,
                    0.006791168212890625,
                    0.006846464157104492,
                    0.00678604793548584,
                    0.006781792163848877,
                    0.006780928134918213,
                    0.00679423999786377,
                    0.006762495994567871,
                    0.006789120197296142,
                    0.007095295906066895,
                    0.006800384044647217,
                    0.006809599876403808,
                    0.006815743923187256,
                    0.006817791938781738,
                    0.006856575965881347,
                    0.006915071964263916,
                    0.006827871799468994,
                    0.00682700777053833,
                    0.006802303791046143,
                    0.006778783798217773,
                    0.006788000106811524,
                    0.00719974422454834,
                    0.007018496036529541,
                    0.00690176010131836,
                    0.006966271877288818,
                    0.006940671920776367,
                    0.006807551860809326,
                    0.00680947208404541,
                    0.00677785587310791,
                    0.006781023979187012
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 137.94662227585906
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.483523295985328e-08,
                "ram": 4.623434114193496e-08,
                "gpu": 1.6188703427142987e-07,
                "total": 2.9295660837321815e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3413474.7994011086
            }
        }
    }
}