{
    "config": {
        "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cu121",
            "_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": 66697.293824,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.219-208.866.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": "0.3.1",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.43.1",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.7",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 713.736192,
                "max_global_vram": 1218.9696,
                "max_process_vram": 0.0,
                "max_reserved": 589.299712,
                "max_allocated": 533.571072
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.18426318359375,
                "mean": 7.18426318359375,
                "stdev": 0.0,
                "p50": 7.18426318359375,
                "p90": 7.18426318359375,
                "p95": 7.18426318359375,
                "p99": 7.18426318359375,
                "values": [
                    7.18426318359375
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 9.834660424126518e-07,
                "ram": 5.232740623496094e-07,
                "gpu": 1.6541679899997538e-06,
                "total": 3.160908094762015e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 880.49664,
                "max_global_vram": 1229.45536,
                "max_process_vram": 0.0,
                "max_reserved": 589.299712,
                "max_allocated": 449.025024
            },
            "latency": {
                "unit": "s",
                "count": 186,
                "total": 1.0007860469818108,
                "mean": 0.005380570145063502,
                "stdev": 0.00022632735451579743,
                "p50": 0.005322751998901367,
                "p90": 0.005645824193954468,
                "p95": 0.005715711951255798,
                "p99": 0.00618864631652832,
                "values": [
                    0.005757952213287353,
                    0.006159359931945801,
                    0.0057190399169921875,
                    0.005699584007263184,
                    0.00566476821899414,
                    0.005667840003967285,
                    0.00566476821899414,
                    0.005633024215698243,
                    0.005658624172210694,
                    0.005414912223815918,
                    0.005347328186035156,
                    0.005287936210632324,
                    0.005303296089172363,
                    0.0053678078651428224,
                    0.005349376201629639,
                    0.0053043198585510255,
                    0.005201920032501221,
                    0.005152768135070801,
                    0.005195839881896973,
                    0.005262335777282715,
                    0.005346303939819336,
                    0.0053821439743042,
                    0.005362688064575195,
                    0.005401599884033203,
                    0.005403679847717285,
                    0.005343232154846191,
                    0.005494783878326416,
                    0.005214208126068115,
                    0.005238783836364746,
                    0.00537497615814209,
                    0.00538316822052002,
                    0.005597184181213379,
                    0.005677055835723877,
                    0.005345280170440674,
                    0.005401599884033203,
                    0.005354496002197265,
                    0.005307392120361328,
                    0.005339136123657226,
                    0.005347328186035156,
                    0.005312511920928955,
                    0.0053637118339538575,
                    0.005379072189331055,
                    0.005262335777282715,
                    0.005156864166259765,
                    0.0051998720169067385,
                    0.00536575984954834,
                    0.005305344104766845,
                    0.005313536167144775,
                    0.00520908784866333,
                    0.005255167961120606,
                    0.005292031764984131,
                    0.005246975898742676,
                    0.005381120204925537,
                    0.005347328186035156,
                    0.005400576114654541,
                    0.005409791946411133,
                    0.005375999927520752,
                    0.005354496002197265,
                    0.005354496002197265,
                    0.005314559936523438,
                    0.005253119945526123,
                    0.005264383792877197,
                    0.005329919815063477,
                    0.005433343887329102,
                    0.0053340158462524415,
                    0.005530623912811279,
                    0.005590015888214111,
                    0.005629951953887939,
                    0.005567488193511963,
                    0.005445631980895996,
                    0.005493760108947754,
                    0.0055582718849182125,
                    0.0055511040687561035,
                    0.005697535991668701,
                    0.005603328227996827,
                    0.00547430419921875,
                    0.005560319900512695,
                    0.005553152084350586,
                    0.005574656009674072,
                    0.0054917120933532714,
                    0.005573631763458252,
                    0.005544960021972656,
                    0.005553152084350586,
                    0.005617663860321045,
                    0.0056852478981018065,
                    0.005705728054046631,
                    0.005389311790466309,
                    0.00538316822052002,
                    0.005351424217224121,
                    0.005371903896331787,
                    0.005337088108062744,
                    0.00531660795211792,
                    0.0053637118339538575,
                    0.0052971520423889164,
                    0.005192704200744629,
                    0.005292031764984131,
                    0.005321728229522705,
                    0.005361663818359375,
                    0.005212160110473632,
                    0.005082111835479736,
                    0.004994048118591309,
                    0.005094399929046631,
                    0.005258240222930908,
                    0.005187583923339844,
                    0.004973567962646484,
                    0.0050094079971313476,
                    0.004932608127593994,
                    0.004955135822296143,
                    0.005014527797698975,
                    0.004983808040618896,
                    0.005362720012664795,
                    0.005455872058868408,
                    0.005326848030090332,
                    0.005371903896331787,
                    0.0054568958282470706,
                    0.005527552127838135,
                    0.0063836159706115725,
                    0.0060999679565429685,
                    0.006096896171569824,
                    0.006095871925354004,
                    0.006162432193756104,
                    0.006209536075592041,
                    0.005377024173736572,
                    0.005283840179443359,
                    0.0052367358207702636,
                    0.006184959888458252,
                    0.005496831893920898,
                    0.0053606400489807126,
                    0.005255167961120606,
                    0.005187583923339844,
                    0.005230591773986816,
                    0.005355519771575928,
                    0.005202943801879883,
                    0.005391359806060791,
                    0.005254144191741943,
                    0.005323775768280029,
                    0.005393407821655274,
                    0.005243904113769531,
                    0.0053002238273620605,
                    0.0052705278396606445,
                    0.005298175811767578,
                    0.0053002238273620605,
                    0.005279744148254394,
                    0.005245952129364013,
                    0.0052971520423889164,
                    0.005232639789581299,
                    0.005312511920928955,
                    0.005281792163848877,
                    0.005305344104766845,
                    0.005278719902038574,
                    0.005454847812652588,
                    0.0053002238273620605,
                    0.005318655967712403,
                    0.00526643180847168,
                    0.005351424217224121,
                    0.005273600101470947,
                    0.005264383792877197,
                    0.005283840179443359,
                    0.005256192207336426,
                    0.005275648117065429,
                    0.005237760066986084,
                    0.005299200057983398,
                    0.005249023914337158,
                    0.0052408318519592285,
                    0.005272575855255127,
                    0.005253119945526123,
                    0.005242879867553711,
                    0.005273600101470947,
                    0.005239808082580567,
                    0.005250048160552978,
                    0.00522649621963501,
                    0.005310463905334473,
                    0.005298175811767578,
                    0.00537395191192627,
                    0.005255167961120606,
                    0.005259263992309571,
                    0.005235712051391602,
                    0.005292031764984131,
                    0.005286911964416504,
                    0.005234687805175781,
                    0.00530841588973999,
                    0.005258240222930908,
                    0.005302271842956543,
                    0.005259263992309571,
                    0.0052930560111999515,
                    0.005234687805175781
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 185.85391009491204
            },
            "energy": {
                "unit": "kWh",
                "cpu": 6.195187861858696e-08,
                "ram": 3.387142891747352e-08,
                "gpu": 1.2740750933333048e-07,
                "total": 2.2323081686939095e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 4479668.237674752
            }
        }
    }
}