{
    "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",
            "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": "0.2.0",
            "optimum_benchmark_commit": "6422f8f56820540ec4876445962a50a44754b92e",
            "transformers_version": "4.40.2",
            "transformers_commit": null,
            "accelerate_version": "0.30.1",
            "accelerate_commit": null,
            "diffusers_version": "0.27.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.3",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 999.501824,
                "max_global_vram": 930.553856,
                "max_process_vram": 228963.36896,
                "max_reserved": 589.299712,
                "max_allocated": 439.700992
            },
            "latency": {
                "unit": "s",
                "count": 131,
                "total": 0.9993402862548826,
                "mean": 0.0076285518034723875,
                "stdev": 0.0004296629559832714,
                "p50": 0.007525410175323486,
                "p90": 0.00806348705291748,
                "p95": 0.008087487697601318,
                "p99": 0.008134350872039795,
                "values": [
                    0.008035167694091797,
                    0.00768812894821167,
                    0.007636929035186767,
                    0.0073361310958862305,
                    0.007447329044342041,
                    0.007611010074615478,
                    0.007477408885955811,
                    0.0075105299949646,
                    0.007510369777679444,
                    0.007526848793029785,
                    0.007479169845581055,
                    0.007425089836120605,
                    0.007353731155395508,
                    0.007312129974365234,
                    0.00725261116027832,
                    0.007253570079803467,
                    0.0073287711143493655,
                    0.007331490039825439,
                    0.007206050872802734,
                    0.007185891151428223,
                    0.007224451065063477,
                    0.007200450897216797,
                    0.007244610786437988,
                    0.007210210800170898,
                    0.007260290145874024,
                    0.007229890823364258,
                    0.0071673312187194825,
                    0.00718061113357544,
                    0.007251330852508545,
                    0.007389410018920899,
                    0.007422369956970215,
                    0.007479489803314209,
                    0.0075044498443603514,
                    0.007474208831787109,
                    0.007422370910644531,
                    0.007427010059356689,
                    0.0074140501022338864,
                    0.007448770046234131,
                    0.007376450061798096,
                    0.007573888778686523,
                    0.007244450092315674,
                    0.01073483657836914,
                    0.007630208969116211,
                    0.0076447691917419435,
                    0.007581729888916016,
                    0.007555169105529785,
                    0.007787649154663086,
                    0.007760128021240234,
                    0.008073887825012206,
                    0.007491169929504394,
                    0.007632608890533447,
                    0.008094687461853028,
                    0.008047167778015136,
                    0.008033567428588868,
                    0.008092767715454101,
                    0.008049567222595215,
                    0.008066368103027344,
                    0.008027967453002929,
                    0.008117886543273925,
                    0.008086048126220702,
                    0.0080580472946167,
                    0.0081079683303833,
                    0.008055807113647461,
                    0.00807084846496582,
                    0.008051966667175293,
                    0.008041248321533204,
                    0.008019166946411133,
                    0.008033087730407715,
                    0.008082047462463379,
                    0.008078847885131836,
                    0.008055006980895996,
                    0.008088927268981933,
                    0.008063008308410644,
                    0.008015487670898437,
                    0.00806348705291748,
                    0.008045248031616211,
                    0.008043967247009277,
                    0.008041567802429199,
                    0.008034047126770019,
                    0.007984928131103516,
                    0.00798956823348999,
                    0.008141407012939453,
                    0.00800540828704834,
                    0.008047327041625977,
                    0.007808128833770752,
                    0.007764448165893554,
                    0.008037407875061036,
                    0.007620449066162109,
                    0.007628609180450439,
                    0.00751757001876831,
                    0.007390850067138672,
                    0.007435009956359863,
                    0.007433569908142089,
                    0.0074689297676086425,
                    0.007491489887237549,
                    0.007193251132965088,
                    0.0072583708763122555,
                    0.007185251235961914,
                    0.007204130172729493,
                    0.0072034912109375,
                    0.0072052512168884275,
                    0.007235970973968506,
                    0.007210210800170898,
                    0.007221090793609619,
                    0.007174850940704346,
                    0.007245410919189453,
                    0.007176130771636963,
                    0.007140611171722412,
                    0.007159972190856933,
                    0.007164451122283935,
                    0.007173891067504883,
                    0.007225410938262939,
                    0.007401889801025391,
                    0.008014686584472656,
                    0.008057567596435547,
                    0.007921567916870117,
                    0.007491330146789551,
                    0.008000126838684082,
                    0.007864608764648437,
                    0.007556128978729248,
                    0.007535809993743896,
                    0.007529408931732178,
                    0.0075154900550842285,
                    0.007434050083160401,
                    0.007525410175323486,
                    0.00753036880493164,
                    0.00759404993057251,
                    0.007599648952484131,
                    0.007632928848266602,
                    0.007233251094818116,
                    0.007146689891815185
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 131.08647955235972
            },
            "energy": null,
            "efficiency": null
        }
    }
}