{
    "config": {
        "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased",
        "backend": {
            "name": "pytorch",
            "version": "2.2.2+rocm5.7",
            "_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": {},
            "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": false,
            "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 7763 64-Core Processor",
            "cpu_count": 128,
            "cpu_ram_mb": 1082015.236096,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "Advanced Micro Devices, Inc. [AMD/ATI]"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 68702699520,
            "optimum_benchmark_version": "0.3.1",
            "optimum_benchmark_commit": "2a33a472f309c43b5bd16946ef9cec843d02f70a",
            "transformers_version": "4.42.4",
            "transformers_commit": null,
            "accelerate_version": "0.32.1",
            "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": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1015.353344,
                "max_global_vram": 938.901504,
                "max_process_vram": 228172.26752,
                "max_reserved": 589.299712,
                "max_allocated": 439.700992
            },
            "latency": {
                "unit": "s",
                "count": 148,
                "total": 1.0015666913986205,
                "mean": 0.006767342509450139,
                "stdev": 0.0004623637648779849,
                "p50": 0.006515748500823974,
                "p90": 0.007351458978652955,
                "p95": 0.007488370037078858,
                "p99": 0.007827749691009522,
                "values": [
                    0.007886705875396728,
                    0.007716145992279053,
                    0.007566386222839355,
                    0.007761267185211182,
                    0.007690066814422607,
                    0.007638865947723388,
                    0.007345907211303711,
                    0.007348146915435791,
                    0.007299827098846435,
                    0.00730014705657959,
                    0.007359187126159668,
                    0.007270866870880127,
                    0.007513906002044678,
                    0.007193747043609619,
                    0.00716350793838501,
                    0.0071412668228149415,
                    0.007104466915130616,
                    0.007278546810150146,
                    0.007092947006225586,
                    0.00706574821472168,
                    0.007176307201385498,
                    0.007172946929931641,
                    0.007154547214508057,
                    0.007107347965240479,
                    0.007136147022247314,
                    0.00706702709197998,
                    0.007164147853851319,
                    0.007098066806793213,
                    0.007040787220001221,
                    0.00717982816696167,
                    0.010218701362609862,
                    0.006891987800598145,
                    0.006510387897491455,
                    0.0064449491500854494,
                    0.006442708015441894,
                    0.006459188938140869,
                    0.006433268070220947,
                    0.0064235091209411625,
                    0.006456947803497314,
                    0.006469268798828125,
                    0.006443027973175049,
                    0.006428149223327637,
                    0.006457427978515625,
                    0.006440948963165283,
                    0.006441748142242432,
                    0.006443189144134521,
                    0.006475508213043213,
                    0.006543188095092773,
                    0.006519989013671875,
                    0.0064780678749084475,
                    0.006506548881530762,
                    0.006472308158874512,
                    0.006527187824249267,
                    0.006479029178619385,
                    0.006703988075256347,
                    0.006492467880249023,
                    0.006480628967285156,
                    0.006476468086242676,
                    0.006488469123840332,
                    0.006458067893981933,
                    0.00649102783203125,
                    0.0064590291976928714,
                    0.006488627910614013,
                    0.006564949035644531,
                    0.00650734806060791,
                    0.006500627994537354,
                    0.00650830888748169,
                    0.006519028186798096,
                    0.006586068153381348,
                    0.006523348808288574,
                    0.006491347789764405,
                    0.006469748973846436,
                    0.006534547805786133,
                    0.006734707832336426,
                    0.006692307949066162,
                    0.006541428089141846,
                    0.006489268779754639,
                    0.006489428043365478,
                    0.0064833488464355465,
                    0.006505427837371826,
                    0.0064878277778625485,
                    0.006465748786926269,
                    0.006489587783813477,
                    0.006483829021453858,
                    0.007003346920013428,
                    0.006621267795562744,
                    0.006677749156951904,
                    0.006680947780609131,
                    0.006499988079071045,
                    0.00648446798324585,
                    0.0064755091667175295,
                    0.006464948177337646,
                    0.006502068996429443,
                    0.006626388072967529,
                    0.006650867938995361,
                    0.006493587970733642,
                    0.00650830888748169,
                    0.00648878812789917,
                    0.006479989051818848,
                    0.006483667850494384,
                    0.006510387897491455,
                    0.006462228775024414,
                    0.006636948108673096,
                    0.006438868999481201,
                    0.006483667850494384,
                    0.006477108001708984,
                    0.00649246883392334,
                    0.0064566278457641605,
                    0.00648910903930664,
                    0.0064945478439331055,
                    0.006497108936309814,
                    0.0064891080856323245,
                    0.006487028121948242,
                    0.00696478796005249,
                    0.007411986827850342,
                    0.007369586944580078,
                    0.007440946102142334,
                    0.007363827228546143,
                    0.007364147186279297,
                    0.0073639869689941405,
                    0.006677748203277588,
                    0.006932308197021484,
                    0.0068990268707275395,
                    0.00686270809173584,
                    0.00687310791015625,
                    0.006943986892700195,
                    0.006978707790374756,
                    0.00676942777633667,
                    0.00688942813873291,
                    0.006931827068328857,
                    0.006869907855987549,
                    0.006770708084106445,
                    0.006688787937164307,
                    0.006468468189239502,
                    0.006465589046478272,
                    0.006458868026733398,
                    0.0067527880668640135,
                    0.006593908786773682,
                    0.006466547966003418,
                    0.00646910810470581,
                    0.006461588859558105,
                    0.006499028205871582,
                    0.006469429016113281,
                    0.006472628116607666,
                    0.006512468814849854,
                    0.0064655871391296384,
                    0.006473429203033447,
                    0.00656414794921875
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 147.7684923740105
            },
            "energy": null,
            "efficiency": null
        }
    }
}