{
    "config": {
        "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+cu124",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "fill-mask",
            "library": "transformers",
            "model_type": "bert",
            "model": "google-bert/bert-base-uncased",
            "processor": "google-bert/bert-base-uncased",
            "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": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.44.2",
            "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": "0.12.0",
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 792.772608,
                "max_global_vram": 1226.309632,
                "max_process_vram": 0.0,
                "max_reserved": 589.299712,
                "max_allocated": 533.571072
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.93738037109375,
                "mean": 7.93738037109375,
                "stdev": 0.0,
                "p50": 7.93738037109375,
                "p90": 7.93738037109375,
                "p95": 7.93738037109375,
                "p99": 7.93738037109375,
                "values": [
                    7.93738037109375
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 2.393100377220334e-06,
                "ram": 1.2917708448586375e-06,
                "gpu": 3.4111138400017005e-06,
                "total": 7.095985062080671e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1048.12544,
                "max_global_vram": 1236.795392,
                "max_process_vram": 0.0,
                "max_reserved": 589.299712,
                "max_allocated": 449.025024
            },
            "latency": {
                "unit": "s",
                "count": 185,
                "total": 1.00051366853714,
                "mean": 0.005408181992092648,
                "stdev": 0.00018803271929113954,
                "p50": 0.005408768177032471,
                "p90": 0.005573427200317382,
                "p95": 0.005715763092041015,
                "p99": 0.006095175724029541,
                "values": [
                    0.006074368000030517,
                    0.006161407947540283,
                    0.005974016189575195,
                    0.005923840045928955,
                    0.0058429441452026365,
                    0.005858304023742676,
                    0.005657599925994873,
                    0.0062464637756347655,
                    0.005508096218109131,
                    0.005228544235229492,
                    0.005183487892150879,
                    0.0052008957862854,
                    0.005139455795288086,
                    0.0051363840103149415,
                    0.005157887935638428,
                    0.005112832069396973,
                    0.005146624088287354,
                    0.005108736038208008,
                    0.005126143932342529,
                    0.005097472190856934,
                    0.005152768135070801,
                    0.00515174388885498,
                    0.005163008213043213,
                    0.0051773438453674315,
                    0.005150720119476319,
                    0.005198847770690918,
                    0.005174272060394287,
                    0.005190656185150146,
                    0.005186560153961181,
                    0.0051476478576660155,
                    0.005201920032501221,
                    0.00515174388885498,
                    0.00522649621963501,
                    0.005182464122772217,
                    0.005172224044799805,
                    0.005155839920043945,
                    0.0051998720169067385,
                    0.005190656185150146,
                    0.005180416107177735,
                    0.005164031982421875,
                    0.005192704200744629,
                    0.005163008213043213,
                    0.005172224044799805,
                    0.005146624088287354,
                    0.005188608169555664,
                    0.005174272060394287,
                    0.005163008213043213,
                    0.00535859203338623,
                    0.0056483840942382815,
                    0.005421055793762207,
                    0.0054876160621643065,
                    0.005449728012084961,
                    0.005435391902923584,
                    0.005401599884033203,
                    0.005411839962005615,
                    0.005443583965301513,
                    0.006082560062408447,
                    0.005509119987487793,
                    0.005412864208221436,
                    0.005402624130249023,
                    0.005441535949707031,
                    0.0054282240867614745,
                    0.005375999927520752,
                    0.005436416149139404,
                    0.0054271998405456545,
                    0.005414976119995117,
                    0.005439487934112549,
                    0.005442560195922852,
                    0.005403647899627686,
                    0.005406720161437988,
                    0.00541593599319458,
                    0.005389311790466309,
                    0.005416959762573242,
                    0.0053975038528442385,
                    0.005402624130249023,
                    0.005379072189331055,
                    0.005387263774871826,
                    0.005420032024383545,
                    0.005404672145843506,
                    0.00538316822052002,
                    0.005425151824951172,
                    0.005391359806060791,
                    0.005398528099060058,
                    0.005431295871734619,
                    0.005402624130249023,
                    0.005389311790466309,
                    0.005408768177032471,
                    0.005400576114654541,
                    0.005473279953002929,
                    0.005405695915222168,
                    0.005401599884033203,
                    0.0054271998405456545,
                    0.00601087999343872,
                    0.0054282240867614745,
                    0.005414912223815918,
                    0.005410816192626953,
                    0.005391359806060791,
                    0.005404672145843506,
                    0.005454847812652588,
                    0.005410816192626953,
                    0.005379072189331055,
                    0.005422080039978027,
                    0.005433343887329102,
                    0.005416959762573242,
                    0.005472256183624268,
                    0.005407743930816651,
                    0.005432320117950439,
                    0.005407743930816651,
                    0.005468160152435303,
                    0.005407743930816651,
                    0.005388288021087646,
                    0.005399551868438721,
                    0.0053975038528442385,
                    0.005384191989898681,
                    0.005417984008789062,
                    0.005396480083465576,
                    0.005453824043273926,
                    0.005411839962005615,
                    0.005406720161437988,
                    0.005455872058868408,
                    0.005387263774871826,
                    0.005399551868438721,
                    0.005468160152435303,
                    0.005470208168029785,
                    0.005414912223815918,
                    0.005420032024383545,
                    0.005441535949707031,
                    0.005434368133544922,
                    0.005448703765869141,
                    0.005443583965301513,
                    0.005453824043273926,
                    0.005406720161437988,
                    0.005436416149139404,
                    0.005446656227111817,
                    0.005437439918518067,
                    0.005445631980895996,
                    0.005618688106536865,
                    0.005529600143432617,
                    0.0055808000564575196,
                    0.0055623679161071774,
                    0.0057190399169921875,
                    0.005702655792236328,
                    0.005586944103240967,
                    0.005654528141021729,
                    0.005647359848022461,
                    0.005545983791351319,
                    0.0054568958282470706,
                    0.005408768177032471,
                    0.005411839962005615,
                    0.00546611213684082,
                    0.005398528099060058,
                    0.005429247856140137,
                    0.00563097620010376,
                    0.005414912223815918,
                    0.0054579200744628905,
                    0.005412864208221436,
                    0.005398528099060058,
                    0.0054579200744628905,
                    0.005411839962005615,
                    0.0054241280555725096,
                    0.005454847812652588,
                    0.005393407821655274,
                    0.005438464164733887,
                    0.00537497615814209,
                    0.005390336036682129,
                    0.005413887977600097,
                    0.0054282240867614745,
                    0.005398528099060058,
                    0.0054241280555725096,
                    0.005390336036682129,
                    0.005429247856140137,
                    0.005471231937408447,
                    0.005414912223815918,
                    0.005398528099060058,
                    0.005407743930816651,
                    0.005404672145843506,
                    0.00538316822052002,
                    0.005417984008789062,
                    0.005347328186035156,
                    0.005292031764984131,
                    0.005342207908630371,
                    0.005313536167144775,
                    0.00532480001449585,
                    0.005319680213928223,
                    0.0053309440612792965
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 184.90502010881087
            },
            "energy": {
                "unit": "kWh",
                "cpu": 6.263347696935668e-08,
                "ram": 3.422536923027018e-08,
                "gpu": 1.3094308721089673e-07,
                "total": 2.2780193341052358e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 4389778.370308615
            }
        }
    }
}