{
    "config": {
        "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased",
        "backend": {
            "name": "pytorch",
            "version": "2.3.0+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "fill-mask",
            "library": "transformers",
            "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": {},
            "hub_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,
            "latency": true,
            "memory": 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",
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.29792,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.215-203.850.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": "0.2.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.40.2",
            "transformers_commit": null,
            "accelerate_version": "0.30.1",
            "accelerate_commit": null,
            "diffusers_version": "0.27.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.3",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 877.416448,
                "max_global_vram": 1229.45536,
                "max_process_vram": 0.0,
                "max_reserved": 591.396864,
                "max_allocated": 449.269248
            },
            "latency": {
                "unit": "s",
                "count": 151,
                "total": 1.0013317770957948,
                "mean": 0.00663133627215758,
                "stdev": 0.00032869613162828185,
                "p50": 0.006593535900115967,
                "p90": 0.007223296165466309,
                "p95": 0.007343616008758545,
                "p99": 0.007781376123428345,
                "values": [
                    0.007622655868530274,
                    0.007482367992401123,
                    0.0073768959045410155,
                    0.0072325119972229,
                    0.007310336112976074,
                    0.00728985595703125,
                    0.007223296165466309,
                    0.007271423816680909,
                    0.0072468481063842774,
                    0.007265279769897461,
                    0.007175168037414551,
                    0.007292928218841553,
                    0.007498752117156982,
                    0.006545407772064209,
                    0.006367231845855713,
                    0.006322175979614258,
                    0.006306816101074219,
                    0.006345727920532227,
                    0.006345727920532227,
                    0.00636518383026123,
                    0.006304768085479737,
                    0.006348800182342529,
                    0.006325247764587402,
                    0.006318079948425293,
                    0.006341631889343262,
                    0.006346752166748047,
                    0.0063508481979370115,
                    0.0063272957801818845,
                    0.006311935901641846,
                    0.006519807815551758,
                    0.006335487842559814,
                    0.0063508481979370115,
                    0.006300672054290772,
                    0.006325247764587402,
                    0.006336512088775635,
                    0.0063201279640197755,
                    0.006340608119964599,
                    0.006291456222534179,
                    0.0063170561790466305,
                    0.006296576023101807,
                    0.006319104194641113,
                    0.006296576023101807,
                    0.006358016014099121,
                    0.0063610877990722655,
                    0.006302720069885254,
                    0.006343679904937744,
                    0.006338560104370118,
                    0.006299647808074951,
                    0.006316031932830811,
                    0.006277120113372803,
                    0.006339583873748779,
                    0.006313983917236328,
                    0.0066119680404663084,
                    0.006821887969970703,
                    0.006688767910003662,
                    0.006658048152923584,
                    0.00673689603805542,
                    0.006702079772949219,
                    0.006669312000274658,
                    0.006710271835327148,
                    0.006699007987976074,
                    0.006647808074951172,
                    0.006730751991271973,
                    0.006667263984680176,
                    0.006662144184112549,
                    0.006681600093841553,
                    0.0066744318008422855,
                    0.006619135856628418,
                    0.006663167953491211,
                    0.006635519981384277,
                    0.006660096168518067,
                    0.0066641921997070315,
                    0.006681600093841553,
                    0.006646783828735352,
                    0.006688767910003662,
                    0.006668288230895996,
                    0.006653952121734619,
                    0.006700032234191895,
                    0.0067010560035705566,
                    0.006662144184112549,
                    0.006662144184112549,
                    0.006653952121734619,
                    0.006656000137329102,
                    0.0066744318008422855,
                    0.006657023906707763,
                    0.006680575847625733,
                    0.00669593620300293,
                    0.006657023906707763,
                    0.006638591766357422,
                    0.006654975891113281,
                    0.006667263984680176,
                    0.006636544227600098,
                    0.0066744318008422855,
                    0.006642687797546387,
                    0.006662144184112549,
                    0.00667852783203125,
                    0.006666240215301514,
                    0.0066304001808166506,
                    0.0066641921997070315,
                    0.0066344962120056155,
                    0.006649856090545654,
                    0.006656000137329102,
                    0.007621632099151611,
                    0.007776256084442139,
                    0.007786496162414551,
                    0.007790592193603516,
                    0.0064839677810668945,
                    0.006482944011688232,
                    0.006427648067474365,
                    0.006391808032989502,
                    0.006388735771179199,
                    0.0063170561790466305,
                    0.00642252779006958,
                    0.0063170561790466305,
                    0.006384640216827392,
                    0.006339583873748779,
                    0.006302720069885254,
                    0.006303743839263916,
                    0.006573056221008301,
                    0.006557695865631104,
                    0.006569983959197998,
                    0.0065710082054138185,
                    0.006589439868927002,
                    0.0065474557876586915,
                    0.00658739185333252,
                    0.006593535900115967,
                    0.006602752208709717,
                    0.006549503803253174,
                    0.006553599834442139,
                    0.006582272052764892,
                    0.006564864158630371,
                    0.006557695865631104,
                    0.006620160102844238,
                    0.007139328002929687,
                    0.006807551860809326,
                    0.006626304149627686,
                    0.006558720111846924,
                    0.006564864158630371,
                    0.0066109437942504885,
                    0.006562816143035889,
                    0.00657919979095459,
                    0.006552576065063476,
                    0.006620160102844238,
                    0.006550528049468994,
                    0.006559743881225586,
                    0.006563839912414551,
                    0.006560768127441406,
                    0.006554624080657959,
                    0.00667142391204834,
                    0.006586368083953857,
                    0.0065413122177124024
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 150.79916912050047
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.41030958791574e-08,
                "ram": 4.050162078442554e-08,
                "gpu": 1.4088205715000146e-07,
                "total": 2.554867738135844e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3914096.941588251
            }
        }
    }
}