{
    "config": {
        "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+cu124",
            "_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": 66697.261056,
            "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": 803.36896,
                "max_global_vram": 1192.7552,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.374592
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.08432230377197265
                ],
                "count": 1,
                "total": 0.08432230377197265,
                "mean": 0.08432230377197265,
                "p50": 0.08432230377197265,
                "p90": 0.08432230377197265,
                "p95": 0.08432230377197265,
                "p99": 0.08432230377197265,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1079.300096,
                "max_global_vram": 1203.24096,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 508.992512
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.0062740478515625,
                    0.005787648200988769,
                    0.005734399795532226,
                    0.005768191814422607,
                    0.0056780800819396975,
                    0.005561344146728516,
                    0.00562278413772583,
                    0.005550079822540284,
                    0.005649407863616943,
                    0.005527552127838135,
                    0.0056258559226989744,
                    0.005638144016265869,
                    0.005576704025268555,
                    0.005545983791351319,
                    0.005506048202514649,
                    0.005801983833312988,
                    0.00572211217880249,
                    0.005807199954986572,
                    0.005889023780822754,
                    0.005799071788787842,
                    0.005787615776062012,
                    0.005619711875915527,
                    0.0056852478981018065,
                    0.0058009600639343266,
                    0.005772287845611572,
                    0.005697535991668701,
                    0.005726208209991455,
                    0.005747712135314941,
                    0.005707839965820313,
                    0.005773407936096191,
                    0.0057292799949646,
                    0.005774335861206055,
                    0.005758975982666016,
                    0.005953536033630371,
                    0.005879807949066162,
                    0.005671967983245849,
                    0.00586137580871582,
                    0.005617663860321045,
                    0.005682176113128662,
                    0.005616640090942383,
                    0.0056483840942382815,
                    0.005480447769165039,
                    0.005473279953002929,
                    0.005665791988372803,
                    0.005641215801239013,
                    0.0057149438858032225,
                    0.005832704067230224,
                    0.005961728096008301,
                    0.005776383876800537,
                    0.005797887802124023,
                    0.005769216060638428,
                    0.005687295913696289,
                    0.0057415680885314945,
                    0.005754879951477051,
                    0.005850111961364746,
                    0.00568832015991211,
                    0.005767168045043946,
                    0.005792768001556397,
                    0.00579369592666626,
                    0.005681215763092041,
                    0.005682240009307862,
                    0.0060405759811401364,
                    0.005718016147613526,
                    0.005767168045043946,
                    0.005764095783233642,
                    0.00576204776763916,
                    0.005730432033538818,
                    0.00568832015991211,
                    0.005682015895843506,
                    0.005758975982666016,
                    0.005808127880096436,
                    0.005866528034210205,
                    0.005806079864501953,
                    0.00601907205581665,
                    0.005976064205169678,
                    0.00591974401473999,
                    0.005953536033630371,
                    0.006262784004211426,
                    0.0062259202003479,
                    0.0057784318923950195,
                    0.00582860803604126,
                    0.005643263816833496,
                    0.005691391944885254,
                    0.005794816017150879,
                    0.005692416191101074,
                    0.005640192031860352,
                    0.005591040134429932,
                    0.006001599788665771,
                    0.005496831893920898,
                    0.005549056053161621,
                    0.005676032066345215,
                    0.005635072231292724,
                    0.005426080226898194,
                    0.006129600048065185,
                    0.006441952228546143,
                    0.006559743881225586,
                    0.006667263984680176,
                    0.006667263984680176,
                    0.006650879859924317,
                    0.006082560062408447,
                    0.005628928184509278,
                    0.005583871841430664,
                    0.0064767999649047855,
                    0.006602752208709717,
                    0.006430655956268311,
                    0.006395904064178467,
                    0.006421504020690918,
                    0.006412288188934326,
                    0.005940224170684814,
                    0.005437312126159668,
                    0.005650432109832764,
                    0.005638016223907471,
                    0.0055931520462036135,
                    0.005483520030975342,
                    0.005511168003082275,
                    0.005517312049865723,
                    0.005526591777801513,
                    0.00551526403427124,
                    0.005525536060333252,
                    0.00552345609664917,
                    0.005530623912811279,
                    0.00551526403427124,
                    0.005459871768951416,
                    0.005468160152435303,
                    0.005485568046569824,
                    0.005447679996490478,
                    0.005478400230407715,
                    0.0055285758972167965,
                    0.0055808000564575196,
                    0.005535744190216065,
                    0.005545983791351319,
                    0.005835775852203369,
                    0.0055623679161071774,
                    0.005532671928405761,
                    0.005500927925109863,
                    0.005489568233489991,
                    0.005517312049865723,
                    0.005526527881622314,
                    0.005490528106689453,
                    0.005476352214813233,
                    0.005516287803649903,
                    0.005624832153320313,
                    0.00553984022140503,
                    0.00546611213684082,
                    0.0054906878471374515,
                    0.00552243185043335,
                    0.005639167785644531,
                    0.005512191772460938,
                    0.005475327968597412,
                    0.005480447769165039,
                    0.005467135906219483,
                    0.005492735862731934,
                    0.005477375984191894,
                    0.005449728012084961,
                    0.005464000225067139,
                    0.005477375984191894,
                    0.005441664218902588,
                    0.005478432178497314,
                    0.005537792205810547,
                    0.005465087890625,
                    0.0053975038528442385,
                    0.00537497615814209,
                    0.0056104640960693355,
                    0.005445759773254394,
                    0.005891071796417236,
                    0.005463039875030518,
                    0.005478400230407715,
                    0.0055079998970031735,
                    0.005519360065460205,
                    0.005442560195922852,
                    0.005473279953002929,
                    0.0055203838348388675,
                    0.005602303981781006,
                    0.005471231937408447,
                    0.005472256183624268
                ],
                "count": 175,
                "total": 0.9995374393463132,
                "mean": 0.005711642510550362,
                "p50": 0.0056483840942382815,
                "p90": 0.006012083148956298,
                "p95": 0.0064150529384613035,
                "p99": 0.0066551397323608395,
                "stdev": 0.00027197311830522587,
                "stdev_": 4.761732160282193
            },
            "throughput": {
                "unit": "samples/s",
                "value": 175.08098557513574
            },
            "energy": {
                "unit": "kWh",
                "cpu": 6.244013850511558e-08,
                "ram": 3.4115802551335455e-08,
                "gpu": 1.176229011157927e-07,
                "total": 2.1417884217224374e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 4668995.265161602
            }
        }
    }
}