{
    "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-5.10.224-212.876.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": "4.45.0",
            "transformers_commit": null,
            "accelerate_version": "0.34.2",
            "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
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 800.989184,
                "max_global_vram": 1192.7552,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.37152
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.0051884765625,
                "mean": 8.0051884765625,
                "stdev": 0.0,
                "p50": 8.0051884765625,
                "p90": 8.0051884765625,
                "p95": 8.0051884765625,
                "p99": 8.0051884765625,
                "values": [
                    8.0051884765625
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 8.739555025992257e-07,
                "ram": 4.6003388491165127e-07,
                "gpu": 1.7802792020571445e-06,
                "total": 3.1142685895680214e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1086.234624,
                "max_global_vram": 1203.24096,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 509.03808
            },
            "latency": {
                "unit": "s",
                "count": 166,
                "total": 0.9994996147155762,
                "mean": 0.006021082016358892,
                "stdev": 0.00022865065143940248,
                "p50": 0.005960703849792481,
                "p90": 0.00629092788696289,
                "p95": 0.006408695936203003,
                "p99": 0.006747647953033447,
                "values": [
                    0.006329343795776367,
                    0.006708223819732666,
                    0.006344704151153564,
                    0.006394847869873047,
                    0.00642252779006958,
                    0.006281216144561768,
                    0.0062269439697265625,
                    0.006202367782592774,
                    0.006257599830627442,
                    0.00606822395324707,
                    0.006034431934356689,
                    0.0060026879310607914,
                    0.0060067839622497555,
                    0.00603545618057251,
                    0.006007808208465576,
                    0.005980160236358643,
                    0.006235136032104492,
                    0.006248447895050049,
                    0.006243296146392822,
                    0.006275072097778321,
                    0.0063836159706115725,
                    0.00620851182937622,
                    0.00611027193069458,
                    0.006266880035400391,
                    0.006207488059997559,
                    0.006176832199096679,
                    0.006194176197052002,
                    0.006176767826080322,
                    0.006205440044403076,
                    0.006236159801483154,
                    0.006227968215942382,
                    0.006210559844970703,
                    0.006472703933715821,
                    0.0063569917678833006,
                    0.0062863359451293946,
                    0.006270976066589356,
                    0.006466559886932373,
                    0.006275040149688721,
                    0.006228991985321045,
                    0.006145023822784424,
                    0.006196224212646485,
                    0.0062494721412658695,
                    0.006295519828796387,
                    0.006313983917236328,
                    0.006441984176635742,
                    0.00628329610824585,
                    0.0062638077735900875,
                    0.0062576642036437985,
                    0.006178783893585205,
                    0.006212607860565185,
                    0.00597811222076416,
                    0.005933055877685547,
                    0.006008831977844238,
                    0.006067200183868408,
                    0.005907455921173096,
                    0.005879776000976562,
                    0.005928959846496582,
                    0.0059688959121704105,
                    0.005957632064819336,
                    0.0059391999244689945,
                    0.005941247940063477,
                    0.005909503936767578,
                    0.005962751865386963,
                    0.006017024040222168,
                    0.006106080055236817,
                    0.0064133119583129885,
                    0.006071296215057373,
                    0.006078464031219482,
                    0.006082560062408447,
                    0.0060590081214904785,
                    0.0059903359413146975,
                    0.006013951778411865,
                    0.00602726411819458,
                    0.005983232021331787,
                    0.0059023361206054685,
                    0.0059269118309021,
                    0.00602726411819458,
                    0.005896192073822021,
                    0.005844992160797119,
                    0.005854207992553711,
                    0.005726272106170654,
                    0.005808127880096436,
                    0.0062494721412658695,
                    0.006113279819488526,
                    0.0059064321517944334,
                    0.006067200183868408,
                    0.006986720085144043,
                    0.006820864200592041,
                    0.006497280120849609,
                    0.006138879776000977,
                    0.006145023822784424,
                    0.0060692157745361325,
                    0.006062079906463623,
                    0.006232063770294189,
                    0.006304768085479737,
                    0.0059688639640808104,
                    0.006108160018920898,
                    0.0060067839622497555,
                    0.005958655834197998,
                    0.005912576198577881,
                    0.005917695999145508,
                    0.005865471839904785,
                    0.0059269118309021,
                    0.005851136207580566,
                    0.005884928226470947,
                    0.005830656051635743,
                    0.005825535774230957,
                    0.0058644161224365235,
                    0.005839807987213135,
                    0.005898240089416504,
                    0.0058419198989868165,
                    0.005884928226470947,
                    0.005857279777526855,
                    0.005852159976959229,
                    0.005839871883392334,
                    0.005831679821014404,
                    0.00587059211730957,
                    0.00582860803604126,
                    0.005804096221923828,
                    0.005797887802124023,
                    0.005790719985961914,
                    0.005799935817718506,
                    0.005808127880096436,
                    0.0058091521263122555,
                    0.005811200141906738,
                    0.005825535774230957,
                    0.00582041597366333,
                    0.005819392204284668,
                    0.005894144058227539,
                    0.005805056095123291,
                    0.005731328010559082,
                    0.005718080043792725,
                    0.0057292799949646,
                    0.0057118721008300784,
                    0.005818463802337646,
                    0.005752831935882568,
                    0.005706751823425293,
                    0.005727231979370117,
                    0.0057497601509094234,
                    0.005817344188690185,
                    0.005810175895690918,
                    0.005840896129608154,
                    0.005803008079528809,
                    0.005799935817718506,
                    0.0058388481140136715,
                    0.005829631805419922,
                    0.005832704067230224,
                    0.005850111961364746,
                    0.005852159976959229,
                    0.005819392204284668,
                    0.0062576642036437985,
                    0.0058633599281311035,
                    0.005881855964660645,
                    0.005835743904113769,
                    0.00586956787109375,
                    0.005803008079528809,
                    0.005808159828186035,
                    0.005794816017150879,
                    0.005829631805419922,
                    0.00582144021987915,
                    0.005796864032745362,
                    0.005818367958068848,
                    0.005808127880096436,
                    0.0057999038696289066,
                    0.005782559871673584,
                    0.005825535774230957
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 166.08310554200463
            },
            "energy": {
                "unit": "kWh",
                "cpu": 6.636655292832012e-08,
                "ram": 3.62585893603434e-08,
                "gpu": 1.416481580111809e-07,
                "total": 2.4427330029984443e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 4093775.2868303834
            }
        }
    }
}