{
    "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": "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": "0.3.0",
            "optimum_benchmark_commit": "19eeac52e408e408898ac1fac3d9abefced0131b",
            "transformers_version": "4.42.3",
            "transformers_commit": null,
            "accelerate_version": "0.31.0",
            "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": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1009.115136,
                "max_global_vram": 938.913792,
                "max_process_vram": 189746.147328,
                "max_reserved": 589.299712,
                "max_allocated": 439.700992
            },
            "latency": {
                "unit": "s",
                "count": 143,
                "total": 1.0055894441604616,
                "mean": 0.007032094015108121,
                "stdev": 0.0004320315270645075,
                "p50": 0.006870532035827636,
                "p90": 0.007548480987548828,
                "p95": 0.007593921184539795,
                "p99": 0.008427927036285402,
                "values": [
                    0.00835628604888916,
                    0.00847980499267578,
                    0.008112767219543456,
                    0.007213570117950439,
                    0.006965091228485107,
                    0.0069260520935058596,
                    0.006947330951690674,
                    0.006922690868377685,
                    0.006910531997680664,
                    0.006859331130981445,
                    0.00686541223526001,
                    0.006882370948791504,
                    0.006867012023925781,
                    0.006870532035827636,
                    0.006884131908416748,
                    0.006855011940002442,
                    0.006914210796356201,
                    0.00686381196975708,
                    0.006883971214294434,
                    0.006881571769714355,
                    0.0068412508964538574,
                    0.006837411880493164,
                    0.006916612148284912,
                    0.006909410953521728,
                    0.006877572059631348,
                    0.006927971839904785,
                    0.006854052066802978,
                    0.006886692047119141,
                    0.006838051795959472,
                    0.0068241310119628905,
                    0.0067374129295349125,
                    0.006735971927642822,
                    0.0069476509094238284,
                    0.006764132022857666,
                    0.0067206130027771,
                    0.006806050777435303,
                    0.0068527722358703615,
                    0.0068961319923400875,
                    0.006791172027587891,
                    0.006815970897674561,
                    0.006869411945343017,
                    0.006844932079315185,
                    0.006872130870819092,
                    0.006845091819763184,
                    0.00995547866821289,
                    0.007272930145263672,
                    0.006743331909179687,
                    0.006871012210845948,
                    0.006686532020568848,
                    0.007109890937805176,
                    0.007157410144805908,
                    0.007253089904785156,
                    0.007507328987121582,
                    0.0075487689971923825,
                    0.00754732894897461,
                    0.007567169189453125,
                    0.0075404481887817384,
                    0.007538528919219971,
                    0.007516448974609375,
                    0.007537408828735352,
                    0.007453089237213135,
                    0.007104290962219238,
                    0.006953890800476074,
                    0.006962050914764404,
                    0.006857411861419678,
                    0.0072071700096130375,
                    0.007353250026702881,
                    0.0075126090049743655,
                    0.0075554890632629395,
                    0.007554209232330323,
                    0.007508928775787353,
                    0.007529569149017334,
                    0.007573887825012207,
                    0.0076001291275024415,
                    0.007554688930511475,
                    0.007544289112091065,
                    0.007521088123321533,
                    0.007019811153411866,
                    0.0071654109954833985,
                    0.007137889862060547,
                    0.006723331928253174,
                    0.006716932773590088,
                    0.006677251815795898,
                    0.006728611946105957,
                    0.006672452926635742,
                    0.006736452102661133,
                    0.007377728939056396,
                    0.006767171859741211,
                    0.006711651802062988,
                    0.00713853120803833,
                    0.00669517183303833,
                    0.006713891983032226,
                    0.006947651863098144,
                    0.0066655721664428715,
                    0.006702211856842041,
                    0.00669517183303833,
                    0.007669248104095459,
                    0.007612129211425781,
                    0.007594209194183349,
                    0.007591329097747803,
                    0.00738012981414795,
                    0.007125730037689209,
                    0.007206049919128418,
                    0.007288770198822021,
                    0.007225729942321777,
                    0.00723484992980957,
                    0.0071391711235046385,
                    0.007293570041656494,
                    0.006986851215362549,
                    0.006723651885986328,
                    0.006740771770477295,
                    0.006706851959228516,
                    0.006721092224121094,
                    0.006712772846221924,
                    0.006741732120513916,
                    0.006748931884765625,
                    0.006772932052612305,
                    0.006757091999053955,
                    0.006799811840057373,
                    0.006755651950836182,
                    0.006731172084808349,
                    0.006758212089538574,
                    0.006754851818084716,
                    0.006755971908569336,
                    0.006784451961517334,
                    0.006739171981811523,
                    0.006778371810913086,
                    0.006754851818084716,
                    0.006706212043762207,
                    0.0067092528343200685,
                    0.006721732139587403,
                    0.006687972068786621,
                    0.00669389295578003,
                    0.006677251815795898,
                    0.006722852230072022,
                    0.006699652194976807,
                    0.006689892768859863,
                    0.006708131790161133,
                    0.00669949197769165,
                    0.006665412902832031,
                    0.0066942119598388675,
                    0.0067218918800354,
                    0.006839331150054932
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 142.20515224221225
            },
            "energy": null,
            "efficiency": null
        }
    }
}