{
    "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": {},
            "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": "86b6a9427e8d0887933fcf9a8a5c8388c89fa339",
            "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": 898.10944,
                "max_global_vram": 3161.94816,
                "max_process_vram": 48725.323776,
                "max_reserved": 589.299712,
                "max_allocated": 533.571072
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.1772109375,
                "mean": 8.1772109375,
                "stdev": 0.0,
                "p50": 8.1772109375,
                "p90": 8.1772109375,
                "p95": 8.1772109375,
                "p99": 8.1772109375,
                "values": [
                    8.1772109375
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1017.761792,
                "max_global_vram": 3225.489408,
                "max_process_vram": 231726.77632,
                "max_reserved": 589.299712,
                "max_allocated": 439.456768
            },
            "latency": {
                "unit": "s",
                "count": 131,
                "total": 1.0021910676956172,
                "mean": 0.007650313493859678,
                "stdev": 0.00037438076464489244,
                "p50": 0.007623662948608398,
                "p90": 0.007943342208862305,
                "p95": 0.008055582523345947,
                "p99": 0.009084812259674065,
                "values": [
                    0.008018861770629883,
                    0.0080734224319458,
                    0.007671184062957763,
                    0.007588304042816162,
                    0.007485103130340576,
                    0.007623662948608398,
                    0.0074612641334533695,
                    0.007351664066314698,
                    0.00726366376876831,
                    0.007238383769989014,
                    0.007445103168487549,
                    0.007310383796691895,
                    0.007608462810516357,
                    0.007462384223937989,
                    0.007333744049072266,
                    0.007639663219451904,
                    0.007581102848052979,
                    0.007655982971191406,
                    0.0074428639411926265,
                    0.007419342994689941,
                    0.0071939039230346676,
                    0.007318064212799073,
                    0.007191184043884277,
                    0.007243663787841797,
                    0.007438223838806152,
                    0.00734830379486084,
                    0.007460143089294434,
                    0.009306859970092774,
                    0.008088301658630372,
                    0.007845423221588134,
                    0.007860942840576172,
                    0.007850543022155761,
                    0.007870862007141113,
                    0.00787358283996582,
                    0.007917582035064697,
                    0.007438704013824463,
                    0.007285103797912597,
                    0.007293424129486084,
                    0.007304304122924805,
                    0.007166384220123291,
                    0.007183504104614258,
                    0.007313744068145752,
                    0.007181104183197022,
                    0.0074159841537475586,
                    0.007186863899230957,
                    0.007181903839111328,
                    0.007251984119415284,
                    0.007163983821868896,
                    0.0074545440673828125,
                    0.007598863124847412,
                    0.007370704174041748,
                    0.007171184062957764,
                    0.0073211040496826175,
                    0.007561422824859619,
                    0.007728302955627441,
                    0.0073033437728881835,
                    0.007744462966918946,
                    0.007435983180999756,
                    0.007236464023590088,
                    0.007499824047088623,
                    0.00742814302444458,
                    0.007256144046783447,
                    0.007265583992004394,
                    0.007467184066772461,
                    0.007850381851196289,
                    0.007910223007202148,
                    0.007884462833404542,
                    0.007884461879730225,
                    0.007930062770843505,
                    0.007851982116699218,
                    0.007949583053588867,
                    0.007943342208862305,
                    0.007890862941741943,
                    0.00789614200592041,
                    0.007861262798309326,
                    0.007924142837524415,
                    0.00782734203338623,
                    0.007847183227539063,
                    0.007880622863769532,
                    0.007879342079162598,
                    0.007902062892913819,
                    0.007862061977386474,
                    0.007913582801818848,
                    0.007916461944580079,
                    0.007888463020324707,
                    0.007863342761993408,
                    0.007878702163696289,
                    0.007842382907867432,
                    0.007931023120880128,
                    0.00787982177734375,
                    0.00790526294708252,
                    0.007993422031402587,
                    0.007890062808990479,
                    0.007899181842803955,
                    0.007941263198852539,
                    0.007857583045959472,
                    0.007173103809356689,
                    0.007493264198303222,
                    0.007219344139099121,
                    0.007356304168701172,
                    0.0073257431983947754,
                    0.007853743076324462,
                    0.007863022804260255,
                    0.007882701873779296,
                    0.00735214376449585,
                    0.007346864223480225,
                    0.008121421813964844,
                    0.007383344173431397,
                    0.0076033430099487305,
                    0.00742382287979126,
                    0.007283664226531982,
                    0.007225423812866211,
                    0.007238863945007324,
                    0.0075969438552856445,
                    0.007455663204193115,
                    0.0072214241027832035,
                    0.007330383777618408,
                    0.007853103160858155,
                    0.007810543060302735,
                    0.00790766191482544,
                    0.007870382785797119,
                    0.007886861801147461,
                    0.007839982986450195,
                    0.007869583129882812,
                    0.008075982093811036,
                    0.008566700935363769,
                    0.009643338203430175,
                    0.008037742614746093,
                    0.007853742122650147,
                    0.007982382774353028,
                    0.007974061012268066
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 130.71359765879185
            },
            "energy": null,
            "efficiency": null
        }
    }
}