{
    "config": {
        "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-classification",
            "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": "0.4.0",
            "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": 719.962112,
                "max_global_vram": 1185.415168,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.374592
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.25873876953125,
                "mean": 7.25873876953125,
                "stdev": 0.0,
                "p50": 7.25873876953125,
                "p90": 7.25873876953125,
                "p95": 7.25873876953125,
                "p99": 7.25873876953125,
                "values": [
                    7.25873876953125
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 1.0533597734239366e-06,
                "ram": 5.616807435887002e-07,
                "gpu": 1.6472235400003324e-06,
                "total": 3.262264057012969e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 913.48992,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 508.993024
            },
            "latency": {
                "unit": "s",
                "count": 153,
                "total": 1.000768925189972,
                "mean": 0.006540973367254718,
                "stdev": 0.00023494486236929745,
                "p50": 0.006455232143402099,
                "p90": 0.006851366329193116,
                "p95": 0.006984499263763428,
                "p99": 0.007231242389678952,
                "values": [
                    0.007090176105499267,
                    0.007069695949554444,
                    0.007073791980743408,
                    0.007009280204772949,
                    0.006979584217071533,
                    0.0069550080299377445,
                    0.006666240215301514,
                    0.0065474557876586915,
                    0.00653926420211792,
                    0.006561791896820069,
                    0.006589439868927002,
                    0.0066447358131408694,
                    0.0069918718338012695,
                    0.006752255916595459,
                    0.006759424209594727,
                    0.006772704124450683,
                    0.0068504958152771,
                    0.006846464157104492,
                    0.006851583957672119,
                    0.006621183872222901,
                    0.006519807815551758,
                    0.006523903846740723,
                    0.0066119680404663084,
                    0.00658022403717041,
                    0.006593535900115967,
                    0.006665215969085693,
                    0.006555647850036621,
                    0.006549503803253174,
                    0.007054336071014404,
                    0.006887423992156983,
                    0.006837247848510742,
                    0.0066007041931152345,
                    0.006523903846740723,
                    0.006428671836853027,
                    0.006452223777770996,
                    0.00643891191482544,
                    0.006574079990386963,
                    0.006493120193481445,
                    0.0064019842147827145,
                    0.00648089599609375,
                    0.0064880638122558594,
                    0.006545407772064209,
                    0.006617087841033936,
                    0.0065484800338745115,
                    0.006625279903411865,
                    0.006614016056060791,
                    0.006732800006866455,
                    0.007384064197540283,
                    0.006881279945373535,
                    0.006914048194885254,
                    0.006833151817321777,
                    0.006847487926483154,
                    0.006897664070129395,
                    0.006838272094726563,
                    0.006709248065948486,
                    0.006765567779541016,
                    0.006788095951080322,
                    0.006819839954376221,
                    0.006838240146636963,
                    0.006715392112731934,
                    0.006768608093261718,
                    0.006694911956787109,
                    0.006731776237487793,
                    0.006755328178405762,
                    0.006738944053649902,
                    0.006907904148101806,
                    0.006658048152923584,
                    0.006565887928009034,
                    0.006549503803253174,
                    0.00658739185333252,
                    0.006540287971496582,
                    0.006612991809844971,
                    0.007422976016998291,
                    0.00682700777053833,
                    0.0064471039772033695,
                    0.006532095909118653,
                    0.006520832061767578,
                    0.006478847980499268,
                    0.00638156795501709,
                    0.006292479991912842,
                    0.006452159881591797,
                    0.006455232143402099,
                    0.006260735988616943,
                    0.006171648025512695,
                    0.006139904022216797,
                    0.00618393611907959,
                    0.0061931519508361815,
                    0.006294528007507324,
                    0.006333439826965332,
                    0.006284287929534912,
                    0.006338560104370118,
                    0.006397952079772949,
                    0.006663167953491211,
                    0.0065177597999572755,
                    0.006428671836853027,
                    0.0064133119583129885,
                    0.006405119895935059,
                    0.006421504020690918,
                    0.00643174409866333,
                    0.006409215927124024,
                    0.00638976001739502,
                    0.006325247764587402,
                    0.006363135814666748,
                    0.006464511871337891,
                    0.006369279861450195,
                    0.006388735771179199,
                    0.006370304107666015,
                    0.00638156795501709,
                    0.006427648067474365,
                    0.006359039783477783,
                    0.006367231845855713,
                    0.006346752166748047,
                    0.006362112045288086,
                    0.006342656135559082,
                    0.0063446397781372075,
                    0.006371327877044678,
                    0.006364160060882569,
                    0.0063610877990722655,
                    0.00638259220123291,
                    0.0063610877990722655,
                    0.0063498239517211915,
                    0.006355967998504639,
                    0.006338560104370118,
                    0.006371327877044678,
                    0.006369279861450195,
                    0.006342656135559082,
                    0.0063272957801818845,
                    0.0063508481979370115,
                    0.006393856048583985,
                    0.006323200225830078,
                    0.006356927871704101,
                    0.006340608119964599,
                    0.006351871967315674,
                    0.0063498239517211915,
                    0.0063272957801818845,
                    0.006350815773010254,
                    0.006334464073181153,
                    0.006343679904937744,
                    0.006333439826965332,
                    0.00633241605758667,
                    0.006375423908233643,
                    0.006340608119964599,
                    0.006400000095367431,
                    0.006375423908233643,
                    0.006354944229125976,
                    0.006367231845855713,
                    0.00637440013885498,
                    0.006348800182342529,
                    0.006372352123260498,
                    0.006377471923828125,
                    0.00637440013885498,
                    0.006377471923828125,
                    0.0063835840225219724
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 152.8824448370603
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.614194179362382e-08,
                "ram": 4.163140673783674e-08,
                "gpu": 1.4097233500000603e-07,
                "total": 2.587456835314666e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3864798.7721054596
            }
        }
    }
}