{
    "config": {
        "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+rocm6.1",
            "_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": "5",
            "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": 1082015.256576,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.15.0-101-generic-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]"
            ],
            "gpu_count": 8,
            "gpu_vram_mb": 549621596160,
            "optimum_benchmark_version": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.34.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1384.52992,
                "max_global_vram": 68702.69952,
                "max_process_vram": 0.0,
                "max_reserved": 589.299712,
                "max_allocated": 533.571072
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.78271337890625,
                "mean": 7.78271337890625,
                "stdev": 0.0,
                "p50": 7.78271337890625,
                "p90": 7.78271337890625,
                "p95": 7.78271337890625,
                "p99": 7.78271337890625,
                "values": [
                    7.78271337890625
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1483.915264,
                "max_global_vram": 68702.69952,
                "max_process_vram": 0.0,
                "max_reserved": 589.299712,
                "max_allocated": 439.456768
            },
            "latency": {
                "unit": "s",
                "count": 141,
                "total": 1.0035131211280817,
                "mean": 0.007117114334241717,
                "stdev": 0.006132152632993241,
                "p50": 0.006404458045959472,
                "p90": 0.007125734806060791,
                "p95": 0.0072428550720214846,
                "p99": 0.009323231697082511,
                "values": [
                    0.007172134876251221,
                    0.007125734806060791,
                    0.0069122958183288575,
                    0.006785096168518067,
                    0.006878376007080078,
                    0.0069551758766174315,
                    0.006874855995178223,
                    0.006847815990447998,
                    0.006824615955352783,
                    0.007013256072998047,
                    0.006778215885162354,
                    0.07949923706054687,
                    0.008470849990844726,
                    0.0066479768753051754,
                    0.006525577068328858,
                    0.006475817203521728,
                    0.006490696907043457,
                    0.009891486167907715,
                    0.006515817165374756,
                    0.006385256767272949,
                    0.006373578071594238,
                    0.00634893798828125,
                    0.006369417190551758,
                    0.006359498023986817,
                    0.00636909818649292,
                    0.0063556571006774904,
                    0.006355978012084961,
                    0.006361577987670898,
                    0.006334057807922363,
                    0.006352457046508789,
                    0.006358057975769043,
                    0.00638989782333374,
                    0.006404458045959472,
                    0.0063890981674194335,
                    0.006497897148132324,
                    0.00663133716583252,
                    0.00701933479309082,
                    0.007145414829254151,
                    0.0067956562042236325,
                    0.006753096103668213,
                    0.006720296859741211,
                    0.006755335807800293,
                    0.006757575988769532,
                    0.006700616836547851,
                    0.006603336811065673,
                    0.006715176105499268,
                    0.007065094947814941,
                    0.007182535171508789,
                    0.0072428550720214846,
                    0.007232294082641601,
                    0.0071254148483276365,
                    0.006965415954589844,
                    0.006965095043182373,
                    0.0064225378036499026,
                    0.006394217014312744,
                    0.006417418003082275,
                    0.0064057369232177735,
                    0.0063994979858398434,
                    0.006427657127380371,
                    0.0064318180084228516,
                    0.0063934168815612796,
                    0.006397898197174072,
                    0.006410216808319092,
                    0.006439658164978027,
                    0.006398696899414063,
                    0.006401097774505616,
                    0.006398696899414063,
                    0.006386857986450195,
                    0.0063871779441833495,
                    0.0063630170822143554,
                    0.00638765811920166,
                    0.006369738101959228,
                    0.00639389705657959,
                    0.006441418170928955,
                    0.006377257823944092,
                    0.0064319782257080075,
                    0.006457417011260986,
                    0.006408777236938477,
                    0.006415177822113037,
                    0.006447816848754883,
                    0.006436937808990478,
                    0.006392937183380127,
                    0.006400137901306152,
                    0.006474377155303955,
                    0.006397098064422607,
                    0.006359177112579346,
                    0.006371657848358154,
                    0.006383657932281494,
                    0.0063634967803955075,
                    0.006384297847747803,
                    0.006361416816711426,
                    0.006391337871551514,
                    0.006360618114471436,
                    0.006414697170257568,
                    0.006397418022155762,
                    0.006348618030548096,
                    0.0063940582275390625,
                    0.006380777835845947,
                    0.006365256786346436,
                    0.006403337955474853,
                    0.006373417854309082,
                    0.006371498107910156,
                    0.006387978076934814,
                    0.006360297203063965,
                    0.006398057937622071,
                    0.0063945379257202145,
                    0.006387817859649658,
                    0.00638381814956665,
                    0.0063678169250488284,
                    0.006362537860870362,
                    0.006390058040618897,
                    0.0064002971649169925,
                    0.006380938053131104,
                    0.00641789722442627,
                    0.006353898048400879,
                    0.006396777153015136,
                    0.006393097877502442,
                    0.00637293815612793,
                    0.006387496948242187,
                    0.0063817381858825685,
                    0.006383817195892334,
                    0.006395018100738526,
                    0.00642877721786499,
                    0.006404458045959472,
                    0.006379178047180176,
                    0.006414697170257568,
                    0.006395658016204834,
                    0.006390697002410889,
                    0.006409098148345947,
                    0.0064241371154785155,
                    0.007062534809112549,
                    0.007221415042877198,
                    0.007304934024810791,
                    0.007300135135650635,
                    0.006798215866088867,
                    0.007233254909515381,
                    0.007255174160003662,
                    0.007260294914245605,
                    0.0070631752014160155,
                    0.00674669599533081,
                    0.006724936008453369
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 140.50638405355105
            },
            "energy": null,
            "efficiency": null
        }
    }
}