{
    "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": "e9af750a2bec0e8b3a11d3bf5c5aa883075e8a03",
            "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": 895.746048,
                "max_global_vram": 875.33568,
                "max_process_vram": 47202.03776,
                "max_reserved": 589.299712,
                "max_allocated": 533.571072
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.9125556640625,
                "mean": 7.9125556640625,
                "stdev": 0.0,
                "p50": 7.9125556640625,
                "p90": 7.9125556640625,
                "p95": 7.9125556640625,
                "p99": 7.9125556640625,
                "values": [
                    7.9125556640625
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1015.33696,
                "max_global_vram": 938.876928,
                "max_process_vram": 239770.095616,
                "max_reserved": 589.299712,
                "max_allocated": 439.456768
            },
            "latency": {
                "unit": "s",
                "count": 147,
                "total": 0.9988916025161744,
                "mean": 0.006795180969497784,
                "stdev": 0.0002668432046467819,
                "p50": 0.006688631057739257,
                "p90": 0.007176374530792237,
                "p95": 0.0074064381599426255,
                "p99": 0.007555644474029541,
                "values": [
                    0.007448150157928467,
                    0.0069265499114990236,
                    0.007208631038665771,
                    0.007219510078430176,
                    0.007176469802856445,
                    0.007195030212402344,
                    0.007141270160675049,
                    0.007151669979095459,
                    0.007147511005401611,
                    0.008381427764892578,
                    0.007167510032653809,
                    0.0067025508880615235,
                    0.006691511154174805,
                    0.006638551235198974,
                    0.0066763110160827635,
                    0.006695671081542969,
                    0.006666231155395508,
                    0.006622870922088623,
                    0.006642550945281983,
                    0.00662191104888916,
                    0.006677751064300537,
                    0.006688631057739257,
                    0.006637590885162354,
                    0.0066668701171875,
                    0.006735671043395996,
                    0.006643990993499756,
                    0.006641271114349365,
                    0.006663671016693115,
                    0.0066585512161254886,
                    0.006632630825042725,
                    0.006643990993499756,
                    0.006630230903625489,
                    0.006694070816040039,
                    0.006668631076812744,
                    0.006688630104064942,
                    0.0066596708297729495,
                    0.006708150863647461,
                    0.006664950847625733,
                    0.006679670810699463,
                    0.006660311222076416,
                    0.0066921510696411135,
                    0.006678551197052002,
                    0.006701751232147217,
                    0.006707830905914307,
                    0.006626871109008789,
                    0.006696791172027588,
                    0.006677111148834228,
                    0.006649110794067383,
                    0.006635671138763428,
                    0.006707190990447998,
                    0.006645750999450683,
                    0.0066971111297607425,
                    0.0066873512268066405,
                    0.006691670894622802,
                    0.006650870800018311,
                    0.00667503023147583,
                    0.006679670810699463,
                    0.006706070899963379,
                    0.006702230930328369,
                    0.006653430938720703,
                    0.006659831047058105,
                    0.006679350852966308,
                    0.0066518311500549316,
                    0.006704151153564453,
                    0.006694870948791504,
                    0.006648311138153076,
                    0.006702710151672364,
                    0.006708631038665772,
                    0.006680631160736084,
                    0.006716310977935791,
                    0.006707510948181152,
                    0.006705750942230224,
                    0.0066763110160827635,
                    0.006719029903411865,
                    0.006732951164245606,
                    0.006703190803527832,
                    0.006673591136932373,
                    0.006712790966033936,
                    0.006692471027374268,
                    0.006679030895233154,
                    0.006664310932159424,
                    0.0067239909172058104,
                    0.0066972699165344235,
                    0.00672783088684082,
                    0.006677111148834228,
                    0.006675031185150147,
                    0.00668687105178833,
                    0.0066761507987976075,
                    0.0066958308219909664,
                    0.006701430797576904,
                    0.006650391101837158,
                    0.006697589874267578,
                    0.006644791126251221,
                    0.006618391036987305,
                    0.006695671081542969,
                    0.006705750942230224,
                    0.0066407909393310545,
                    0.006703831195831299,
                    0.006672791004180908,
                    0.006692310810089111,
                    0.0066639909744262696,
                    0.006664949893951416,
                    0.006666551113128662,
                    0.006687671184539795,
                    0.006665431022644043,
                    0.006699191093444824,
                    0.0066995110511779785,
                    0.006682230949401856,
                    0.007309110164642334,
                    0.007487989902496338,
                    0.007496150016784668,
                    0.007470870018005371,
                    0.00750206995010376,
                    0.007525750160217285,
                    0.0075811100006103515,
                    0.007121270179748535,
                    0.007142069816589355,
                    0.007202710151672363,
                    0.007139350891113281,
                    0.007127510070800781,
                    0.007039509773254395,
                    0.007176311016082764,
                    0.007198231220245361,
                    0.007152629852294922,
                    0.006976950168609619,
                    0.007062390804290771,
                    0.006707030773162842,
                    0.006624471187591552,
                    0.006663831233978271,
                    0.006663190841674805,
                    0.006618230819702148,
                    0.006671669960021972,
                    0.00665359115600586,
                    0.00668031120300293,
                    0.006647671222686767,
                    0.006682071208953857,
                    0.006700631141662598,
                    0.006700310230255127,
                    0.006684950828552246,
                    0.006700311183929443,
                    0.006643830776214599,
                    0.0066499109268188476,
                    0.0069436697959899905,
                    0.0066670308113098145,
                    0.006675190925598144,
                    0.00662575101852417,
                    0.006619990825653076
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 147.16311522662917
            },
            "energy": null,
            "efficiency": null
        }
    }
}