{
    "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-5.10.225-213.878.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": "4.45.1",
            "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
        },
        "print_report": true,
        "log_report": true
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 797.691904,
                "max_global_vram": 1226.309632,
                "max_process_vram": 0.0,
                "max_reserved": 589.299712,
                "max_allocated": 533.571072
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.20510617065429687
                ],
                "count": 1,
                "total": 0.20510617065429687,
                "mean": 0.20510617065429687,
                "p50": 0.20510617065429687,
                "p90": 0.20510617065429687,
                "p95": 0.20510617065429687,
                "p99": 0.20510617065429687,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1053.192192,
                "max_global_vram": 1238.892544,
                "max_process_vram": 0.0,
                "max_reserved": 591.396864,
                "max_allocated": 449.025024
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.005899263858795166,
                    0.005831679821014404,
                    0.005606400012969971,
                    0.005636096000671387,
                    0.00566374397277832,
                    0.00561356782913208,
                    0.005616640090942383,
                    0.005612544059753418,
                    0.006150144100189209,
                    0.0059361281394958495,
                    0.005950463771820068,
                    0.00586956787109375,
                    0.005912576198577881,
                    0.005855231761932373,
                    0.005913599967956543,
                    0.0059023361206054685,
                    0.0060293121337890625,
                    0.005831679821014404,
                    0.005839871883392334,
                    0.005775360107421875,
                    0.006085631847381592,
                    0.005892096042633056,
                    0.005864448070526123,
                    0.005864448070526123,
                    0.005858304023742676,
                    0.005899263858795166,
                    0.005852159976959229,
                    0.005916672229766846,
                    0.005944320201873779,
                    0.006017024040222168,
                    0.006096896171569824,
                    0.006008831977844238,
                    0.0059351038932800295,
                    0.005959680080413818,
                    0.00587775993347168,
                    0.005654528141021729,
                    0.005837823867797852,
                    0.00586137580871582,
                    0.005913599967956543,
                    0.005891071796417236,
                    0.005892096042633056,
                    0.005864448070526123,
                    0.0058716158866882326,
                    0.005858304023742676,
                    0.006030335903167725,
                    0.00587059211730957,
                    0.005788671970367432,
                    0.005746687889099121,
                    0.005895167827606201,
                    0.005792768001556397,
                    0.005833727836608887,
                    0.00591871976852417,
                    0.005840896129608154,
                    0.0057712640762329105,
                    0.005793791770935058,
                    0.005947391986846923,
                    0.00587775993347168,
                    0.00582860803604126,
                    0.005807104110717773,
                    0.005857279777526855,
                    0.005823520183563233,
                    0.005880832195281982,
                    0.005928959846496582,
                    0.0059658241271972655,
                    0.005934080123901367,
                    0.005984255790710449,
                    0.005912576198577881,
                    0.005934080123901367,
                    0.005937151908874512,
                    0.005857279777526855,
                    0.005894144058227539,
                    0.005895167827606201,
                    0.005912576198577881,
                    0.0058419198989868165,
                    0.005858304023742676,
                    0.005929984092712402,
                    0.005843967914581299,
                    0.005716991901397705,
                    0.005728256225585937,
                    0.005690368175506591,
                    0.005607423782348633,
                    0.005754879951477051,
                    0.00581324815750122,
                    0.005670911788940429,
                    0.005525504112243652,
                    0.005557248115539551,
                    0.005588992118835449,
                    0.005585919857025146,
                    0.005805056095123291,
                    0.005608448028564453,
                    0.00571289587020874,
                    0.005608448028564453,
                    0.0058419198989868165,
                    0.005797887802124023,
                    0.005946368217468262,
                    0.00577023983001709,
                    0.005571584224700928,
                    0.005615615844726562,
                    0.00557260799407959,
                    0.005314559936523438,
                    0.0053012480735778805,
                    0.005284863948822022,
                    0.005288959980010987,
                    0.005292031764984131,
                    0.005259263992309571,
                    0.005261312007904053,
                    0.0052674560546875,
                    0.005245952129364013,
                    0.005256192207336426,
                    0.005258240222930908,
                    0.005239808082580567,
                    0.005216256141662597,
                    0.005235712051391602,
                    0.005255167961120606,
                    0.0052336640357971195,
                    0.005239808082580567,
                    0.005273600101470947,
                    0.00522649621963501,
                    0.005234687805175781,
                    0.005223423957824707,
                    0.0052111358642578124,
                    0.0052295680046081545,
                    0.005234687805175781,
                    0.0052111358642578124,
                    0.005237760066986084,
                    0.005221375942230225,
                    0.005245952129364013,
                    0.0052111358642578124,
                    0.0052295680046081545,
                    0.005241856098175048,
                    0.005214208126068115,
                    0.00521727991104126,
                    0.0052674560546875,
                    0.005219327926635742,
                    0.005245952129364013,
                    0.005219327926635742,
                    0.005242879867553711,
                    0.005227519989013672,
                    0.005246975898742676,
                    0.005238783836364746,
                    0.005254144191741943,
                    0.00521727991104126,
                    0.005238783836364746,
                    0.005243904113769531,
                    0.005241856098175048,
                    0.005239808082580567,
                    0.005249023914337158,
                    0.005221375942230225,
                    0.0052408318519592285,
                    0.00521727991104126,
                    0.0052408318519592285,
                    0.005238783836364746,
                    0.0052336640357971195,
                    0.005221375942230225,
                    0.005231616020202637,
                    0.005227519989013672,
                    0.005246975898742676,
                    0.005210112094879151,
                    0.005256192207336426,
                    0.005255167961120606,
                    0.00522649621963501,
                    0.0052408638000488285,
                    0.005206016063690186,
                    0.005234687805175781,
                    0.00522649621963501,
                    0.005252096176147461,
                    0.005221375942230225,
                    0.005227519989013672,
                    0.005248000144958496,
                    0.005202943801879883,
                    0.005244927883148193,
                    0.005234687805175781,
                    0.005222400188446045,
                    0.005215231895446777,
                    0.005234687805175781,
                    0.0051998720169067385,
                    0.0052336640357971195,
                    0.005227519989013672,
                    0.005224448204040527,
                    0.005210112094879151
                ],
                "count": 180,
                "total": 1.001473086833954,
                "mean": 0.005563739371299743,
                "p50": 0.005608448028564453,
                "p90": 0.005934080123901367,
                "p95": 0.00595998728275299,
                "p99": 0.006087997355461121,
                "stdev": 0.000310494426701045,
                "stdev_": 5.5806788560714065
            },
            "throughput": {
                "unit": "samples/s",
                "value": 179.73523439261862
            },
            "energy": {
                "unit": "kWh",
                "cpu": 6.409416551050882e-08,
                "ram": 3.502384829798452e-08,
                "gpu": 1.280826850486534e-07,
                "total": 2.2720069885714672e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 4401394.912208231
            }
        }
    }
}