{
    "config": {
        "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+cu124",
            "_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": 66697.261056,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.225-213.878.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": "0.5.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.45.2",
            "transformers_commit": null,
            "accelerate_version": "1.0.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.3",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": "0.13.0",
            "peft_commit": null
        },
        "print_report": true,
        "log_report": true
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 802.4064,
                "max_global_vram": 1192.7552,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.37152
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.0722708511352539
                ],
                "count": 1,
                "total": 0.0722708511352539,
                "mean": 0.0722708511352539,
                "p50": 0.0722708511352539,
                "p90": 0.0722708511352539,
                "p95": 0.0722708511352539,
                "p99": 0.0722708511352539,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1088.643072,
                "max_global_vram": 1203.24096,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 509.03808
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.006231040000915527,
                    0.005954559803009033,
                    0.006007808208465576,
                    0.006067200183868408,
                    0.006300672054290772,
                    0.006242303848266601,
                    0.006277120113372803,
                    0.006285312175750732,
                    0.006228991985321045,
                    0.00612556791305542,
                    0.005975039958953857,
                    0.006223872184753418,
                    0.0062156481742858885,
                    0.006061056137084961,
                    0.00602726411819458,
                    0.006046720027923584,
                    0.005991424083709717,
                    0.005895167827606201,
                    0.00602623987197876,
                    0.006155263900756836,
                    0.005982207775115967,
                    0.005959680080413818,
                    0.0060405759811401364,
                    0.006046720027923584,
                    0.006061056137084961,
                    0.006212607860565185,
                    0.006277120113372803,
                    0.005982240200042724,
                    0.006159359931945801,
                    0.006033408164978027,
                    0.006086656093597412,
                    0.006015999794006348,
                    0.0060702719688415525,
                    0.00610207986831665,
                    0.006078464031219482,
                    0.005963776111602783,
                    0.005943295955657959,
                    0.005971968173980713,
                    0.006067200183868408,
                    0.006080512046813965,
                    0.006049791812896729,
                    0.005986303806304932,
                    0.006017024040222168,
                    0.0060282878875732426,
                    0.006025216102600098,
                    0.006144000053405762,
                    0.0062638077735900875,
                    0.006214655876159668,
                    0.006218751907348633,
                    0.0060405759811401364,
                    0.005996575832366943,
                    0.006094848155975342,
                    0.005914624214172363,
                    0.005933055877685547,
                    0.00591871976852417,
                    0.006154240131378174,
                    0.006206463813781738,
                    0.00601907205581665,
                    0.005986303806304932,
                    0.005996543884277344,
                    0.005941247940063477,
                    0.006023168087005615,
                    0.006011903762817383,
                    0.006110208034515381,
                    0.00611737585067749,
                    0.006095871925354004,
                    0.006138879776000977,
                    0.006032383918762207,
                    0.006067200183868408,
                    0.005958655834197998,
                    0.006045695781707764,
                    0.005987328052520752,
                    0.006008831977844238,
                    0.0060282878875732426,
                    0.005947328090667724,
                    0.006043615818023681,
                    0.005941279888153076,
                    0.005817344188690185,
                    0.006137856006622314,
                    0.005958655834197998,
                    0.005988351821899414,
                    0.00613478422164917,
                    0.005912576198577881,
                    0.005649407863616943,
                    0.005582848072052002,
                    0.005851136207580566,
                    0.0059361281394958495,
                    0.006032383918762207,
                    0.00611737585067749,
                    0.006157279968261719,
                    0.006178815841674804,
                    0.006146048069000244,
                    0.006302720069885254,
                    0.006662144184112549,
                    0.0061972479820251464,
                    0.0059023361206054685,
                    0.005895167827606201,
                    0.00586956787109375,
                    0.00588595199584961,
                    0.005933055877685547,
                    0.005903359889984131,
                    0.0058757119178771975,
                    0.005889023780822754,
                    0.005831679821014404,
                    0.006251520156860352,
                    0.005932991981506348,
                    0.0058757119178771975,
                    0.005833727836608887,
                    0.005824512004852295,
                    0.0057825279235839844,
                    0.005814271926879883,
                    0.005783552169799804,
                    0.005846015930175781,
                    0.005775360107421875,
                    0.005777408123016357,
                    0.00582144021987915,
                    0.005777408123016357,
                    0.005787615776062012,
                    0.005772287845611572,
                    0.005801983833312988,
                    0.005780479907989502,
                    0.005810175895690918,
                    0.005744639873504639,
                    0.005798912048339844,
                    0.005773312091827393,
                    0.0058091521263122555,
                    0.005790719985961914,
                    0.005788671970367432,
                    0.005807104110717773,
                    0.005764095783233642,
                    0.005791744232177734,
                    0.0057794561386108395,
                    0.005808127880096436,
                    0.005788671970367432,
                    0.005810175895690918,
                    0.005774335861206055,
                    0.00581331205368042,
                    0.005798912048339844,
                    0.005805056095123291,
                    0.00582144021987915,
                    0.005785600185394287,
                    0.005808127880096436,
                    0.005816319942474365,
                    0.005808127880096436,
                    0.005775360107421875,
                    0.005797887802124023,
                    0.00575491189956665,
                    0.005785600185394287,
                    0.005781504154205322,
                    0.0057794561386108395,
                    0.005758975982666016,
                    0.0057794561386108395,
                    0.005781504154205322,
                    0.005794816017150879,
                    0.005814271926879883,
                    0.005794816017150879,
                    0.005796864032745362,
                    0.005801983833312988,
                    0.005777408123016357,
                    0.005747712135314941,
                    0.005758975982666016,
                    0.005789631843566894,
                    0.005766143798828125,
                    0.005819392204284668,
                    0.005757952213287353,
                    0.005814239978790283,
                    0.005751776218414307,
                    0.005745664119720459
                ],
                "count": 168,
                "total": 1.000191871166229,
                "mean": 0.0059535230426561265,
                "p50": 0.005942287921905518,
                "p90": 0.006200012731552124,
                "p95": 0.006238361501693725,
                "p99": 0.006301347899436951,
                "stdev": 0.00016837303829047318,
                "stdev_": 2.828124407751593
            },
            "throughput": {
                "unit": "samples/s",
                "value": 167.96777182773047
            },
            "energy": {
                "unit": "kWh",
                "cpu": 6.828796402857333e-08,
                "ram": 3.7278856134634245e-08,
                "gpu": 1.3640975152873688e-07,
                "total": 2.4197657169194445e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 4132631.4899323396
            }
        }
    }
}