{
    "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,
            "memory": true,
            "latency": 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": "bc977b19adf337e8eb02985f3cceb35e1a783a1c",
            "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": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 896.499712,
                "max_global_vram": 875.327488,
                "max_process_vram": 45499.53536,
                "max_reserved": 589.299712,
                "max_allocated": 533.57312
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.1266611328125,
                "mean": 7.1266611328125,
                "stdev": 0.0,
                "p50": 7.1266611328125,
                "p90": 7.1266611328125,
                "p95": 7.1266611328125,
                "p99": 7.1266611328125,
                "values": [
                    7.1266611328125
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1016.127488,
                "max_global_vram": 938.868736,
                "max_process_vram": 235990.704128,
                "max_reserved": 589.299712,
                "max_allocated": 439.456768
            },
            "latency": {
                "unit": "s",
                "count": 135,
                "total": 1.0036660089492797,
                "mean": 0.007434563029253926,
                "stdev": 0.00047333287760387756,
                "p50": 0.007356478214263916,
                "p90": 0.0080413423538208,
                "p95": 0.008193646621704102,
                "p99": 0.008399758148193359,
                "values": [
                    0.007959358215332031,
                    0.007980157852172851,
                    0.0083017578125,
                    0.008344318389892578,
                    0.00842831802368164,
                    0.008300798416137695,
                    0.008264318466186523,
                    0.008163358688354492,
                    0.008135678291320801,
                    0.008102237701416016,
                    0.008332158088684082,
                    0.008033918380737306,
                    0.008011837959289551,
                    0.007968798160552978,
                    0.007942718982696533,
                    0.008004158020019532,
                    0.007972958087921143,
                    0.00801615810394287,
                    0.008024638175964355,
                    0.007969758033752442,
                    0.008001917839050294,
                    0.007939198970794677,
                    0.007916798114776611,
                    0.008031997680664062,
                    0.008041598320007325,
                    0.008018238067626953,
                    0.008042238235473632,
                    0.008005277633666992,
                    0.00808799934387207,
                    0.008040958404541016,
                    0.009259677886962891,
                    0.008106557846069336,
                    0.00781807804107666,
                    0.007839677810668945,
                    0.007895358085632324,
                    0.007891677856445312,
                    0.007795198917388916,
                    0.007904478073120117,
                    0.007614078044891358,
                    0.007412958145141602,
                    0.007420798778533935,
                    0.007398397922515869,
                    0.007348477840423584,
                    0.007024959087371826,
                    0.006989277839660644,
                    0.007013117790222168,
                    0.006954558849334717,
                    0.006986557960510254,
                    0.00698655891418457,
                    0.006937757968902588,
                    0.007009597778320312,
                    0.007771678924560547,
                    0.007790398120880127,
                    0.007790078163146972,
                    0.007295837879180908,
                    0.0073915190696716305,
                    0.007335998058319092,
                    0.0073550381660461425,
                    0.007477437973022461,
                    0.007459198951721192,
                    0.007359198093414307,
                    0.007353278160095214,
                    0.00743695878982544,
                    0.007237597942352295,
                    0.006983997821807861,
                    0.0069951992034912105,
                    0.007058077812194824,
                    0.006998558044433594,
                    0.006961759090423584,
                    0.007011037826538086,
                    0.006947518825531006,
                    0.007017278194427491,
                    0.006985757827758789,
                    0.006946878910064697,
                    0.006998717784881592,
                    0.006970879077911377,
                    0.006925757884979248,
                    0.0069763178825378415,
                    0.007016318798065186,
                    0.006933917999267578,
                    0.007030398845672608,
                    0.006949118137359619,
                    0.006981118202209473,
                    0.007001119136810303,
                    0.006956957817077637,
                    0.007018077850341797,
                    0.007015678882598877,
                    0.006993278026580811,
                    0.007017599105834961,
                    0.007017598152160644,
                    0.007028478145599365,
                    0.006958078861236572,
                    0.006943357944488525,
                    0.0069839987754821775,
                    0.007023677825927734,
                    0.006965598106384277,
                    0.00706895923614502,
                    0.007170718193054199,
                    0.007030077934265137,
                    0.0072012791633605956,
                    0.0074044780731201175,
                    0.0078399977684021,
                    0.007817438125610351,
                    0.007442399024963379,
                    0.007356478214263916,
                    0.007329917907714843,
                    0.00738447904586792,
                    0.0074833579063415525,
                    0.007388957977294922,
                    0.007725758075714111,
                    0.007621119022369385,
                    0.007385278224945068,
                    0.007309597969055176,
                    0.007403998851776123,
                    0.007441758155822754,
                    0.007454078197479248,
                    0.007464797973632813,
                    0.007448799133300781,
                    0.007412477970123291,
                    0.007376957893371582,
                    0.007329759120941162,
                    0.00699055814743042,
                    0.007029598236083985,
                    0.006953118801116943,
                    0.006975197792053222,
                    0.007016958236694336,
                    0.006989599227905274,
                    0.006965918064117432,
                    0.006956159114837646,
                    0.006948637962341309,
                    0.006965278148651123,
                    0.006935359001159668,
                    0.006993597984313965,
                    0.007004478931427002,
                    0.006990877151489258
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 134.50689651364112
            },
            "energy": null,
            "efficiency": null
        }
    }
}