{
    "config": {
        "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.3.0+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "multiple-choice",
            "library": "transformers",
            "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": 66697.29792,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.215-203.850.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": "0.2.1",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.41.0",
            "transformers_commit": null,
            "accelerate_version": "0.30.1",
            "accelerate_commit": null,
            "diffusers_version": "0.27.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.3",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 907.763712,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 509.039104
            },
            "latency": {
                "unit": "s",
                "count": 132,
                "total": 0.9997497258186342,
                "mean": 0.007573861559232075,
                "stdev": 0.00033069520154639653,
                "p50": 0.007522272109985352,
                "p90": 0.007881318330764771,
                "p95": 0.0080316415309906,
                "p99": 0.009041049671173095,
                "values": [
                    0.008201215744018555,
                    0.008005663871765137,
                    0.00809062385559082,
                    0.008049663543701171,
                    0.007959551811218261,
                    0.00789404821395874,
                    0.007678976058959961,
                    0.007592959880828858,
                    0.0075049281120300295,
                    0.007522304058074952,
                    0.007478271961212158,
                    0.007493631839752197,
                    0.0075008001327514645,
                    0.007555071830749512,
                    0.007555103778839111,
                    0.007589888095855713,
                    0.007493631839752197,
                    0.007501823902130127,
                    0.007532544136047363,
                    0.007581696033477783,
                    0.00769536018371582,
                    0.007827455997467042,
                    0.007779295921325684,
                    0.007825407981872558,
                    0.007945216178894043,
                    0.007748608112335205,
                    0.0076902399063110355,
                    0.007980031967163086,
                    0.007501823902130127,
                    0.0075642881393432615,
                    0.007478271961212158,
                    0.0075673599243164065,
                    0.007570432186126709,
                    0.007569407939910889,
                    0.00801689624786377,
                    0.007775231838226319,
                    0.00783462381362915,
                    0.007786496162414551,
                    0.0077506561279296875,
                    0.007674880027770996,
                    0.0076912641525268555,
                    0.0075345921516418455,
                    0.007519231796264648,
                    0.007502848148345947,
                    0.007426047801971435,
                    0.007476223945617676,
                    0.00745472002029419,
                    0.007484416007995606,
                    0.007663616180419922,
                    0.007785408020019531,
                    0.007868415832519531,
                    0.007882751941680909,
                    0.00783462381362915,
                    0.007749631881713868,
                    0.007514111995697022,
                    0.0074926080703735356,
                    0.007419904232025146,
                    0.0074106879234313965,
                    0.007300127983093261,
                    0.007303167819976806,
                    0.007434239864349365,
                    0.007280640125274658,
                    0.007088128089904785,
                    0.007238656044006348,
                    0.00732371187210083,
                    0.008509440422058106,
                    0.009115648269653321,
                    0.009159680366516113,
                    0.008875007629394532,
                    0.0077844481468200685,
                    0.007610367774963379,
                    0.007516160011291504,
                    0.007436287879943848,
                    0.007497727870941162,
                    0.007409664154052734,
                    0.00738099193572998,
                    0.007368703842163086,
                    0.007365632057189942,
                    0.007422976016998291,
                    0.007128064155578613,
                    0.007069695949554444,
                    0.007114751815795899,
                    0.007117824077606201,
                    0.007143424034118652,
                    0.007069695949554444,
                    0.007113728046417236,
                    0.007077888011932373,
                    0.007107583999633789,
                    0.007135231971740722,
                    0.00709939193725586,
                    0.007109632015228271,
                    0.007169023990631103,
                    0.007145472049713135,
                    0.0073820161819458,
                    0.007868415832519531,
                    0.0076277761459350585,
                    0.007547904014587403,
                    0.007572480201721191,
                    0.007571455955505371,
                    0.007560192108154297,
                    0.007605247974395752,
                    0.007606272220611572,
                    0.00758681583404541,
                    0.007573503971099854,
                    0.007548927783966064,
                    0.007501855850219726,
                    0.007522240161895752,
                    0.007515135765075683,
                    0.007552000045776367,
                    0.00753766393661499,
                    0.0075335679054260255,
                    0.00753766393661499,
                    0.007472127914428711,
                    0.007437312126159668,
                    0.0074670081138610836,
                    0.00743833589553833,
                    0.007420928001403809,
                    0.007514143943786621,
                    0.007461887836456299,
                    0.00743833589553833,
                    0.007459839820861816,
                    0.007465983867645264,
                    0.007502816200256348,
                    0.007514111995697022,
                    0.007510015964508057,
                    0.007550975799560547,
                    0.007515135765075683,
                    0.007553023815155029,
                    0.007532544136047363,
                    0.00757862377166748,
                    0.007552000045776367,
                    0.007515135765075683
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 132.03304446211604
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.49436377249067e-08,
                "ram": 4.630778680231222e-08,
                "gpu": 1.556429816571437e-07,
                "total": 2.8689440618436264e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3485602.9899634398
            }
        }
    }
}