{
    "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": "61123f7169ae188508e9e8c5ca6b9a54a00965ed",
            "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": 897.949696,
                "max_global_vram": 875.343872,
                "max_process_vram": 43013.287936,
                "max_reserved": 589.299712,
                "max_allocated": 533.571072
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.02949267578125,
                "mean": 7.02949267578125,
                "stdev": 0.0,
                "p50": 7.02949267578125,
                "p90": 7.02949267578125,
                "p95": 7.02949267578125,
                "p99": 7.02949267578125,
                "values": [
                    7.02949267578125
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1017.786368,
                "max_global_vram": 938.274816,
                "max_process_vram": 214614.269952,
                "max_reserved": 589.299712,
                "max_allocated": 439.456768
            },
            "latency": {
                "unit": "s",
                "count": 142,
                "total": 1.00402489900589,
                "mean": 0.007070597880323167,
                "stdev": 0.0004431524195257361,
                "p50": 0.00681925892829895,
                "p90": 0.007622025060653687,
                "p95": 0.007641712236404419,
                "p99": 0.007836592025756836,
                "values": [
                    0.0075745368003845214,
                    0.007429256916046143,
                    0.00735677719116211,
                    0.007485257148742676,
                    0.007797895908355713,
                    0.007806856155395508,
                    0.007857255935668946,
                    0.007404137134552002,
                    0.0072831778526306155,
                    0.0067628598213195805,
                    0.00688765811920166,
                    0.006759978771209717,
                    0.006721419811248779,
                    0.006715979099273682,
                    0.0066866989135742185,
                    0.006678860187530517,
                    0.0068286190032958985,
                    0.006640618801116944,
                    0.006645579814910888,
                    0.0067129387855529785,
                    0.006715339183807373,
                    0.006701259136199951,
                    0.00664877986907959,
                    0.006677419185638428,
                    0.0066798200607299804,
                    0.006668138980865479,
                    0.006660459995269775,
                    0.006751179218292236,
                    0.006823178768157959,
                    0.006922537803649902,
                    0.007089898109436035,
                    0.006910697937011719,
                    0.0068329391479492185,
                    0.006821418762207031,
                    0.006807659149169922,
                    0.006817578792572021,
                    0.006809258937835693,
                    0.0067950191497802735,
                    0.0067807788848876956,
                    0.009708290100097655,
                    0.007628456115722656,
                    0.007532617092132568,
                    0.007513576984405517,
                    0.007539017200469971,
                    0.007576935768127442,
                    0.007632136821746826,
                    0.007595975875854492,
                    0.007558056831359863,
                    0.007613575935363769,
                    0.007611017227172851,
                    0.007563177108764648,
                    0.007620296001434326,
                    0.007545416831970215,
                    0.007647655963897705,
                    0.007586057186126709,
                    0.007622695922851562,
                    0.007623177051544189,
                    0.007618535995483398,
                    0.007604136943817139,
                    0.007648136138916016,
                    0.007622217178344727,
                    0.0076162958145141605,
                    0.007569577217102051,
                    0.007575655937194824,
                    0.007575976848602295,
                    0.007598536968231201,
                    0.007629735946655274,
                    0.0076422162055969235,
                    0.007576137065887451,
                    0.007664616107940674,
                    0.00675901985168457,
                    0.006822379112243653,
                    0.006754219055175781,
                    0.00680557918548584,
                    0.006783178806304932,
                    0.006784139156341552,
                    0.00676141881942749,
                    0.006935338973999023,
                    0.006815339088439941,
                    0.006773098945617676,
                    0.006800939083099365,
                    0.006820939064025879,
                    0.006731499195098877,
                    0.006753418922424316,
                    0.006701738834381104,
                    0.006723499774932861,
                    0.006736938953399658,
                    0.006727818965911865,
                    0.006755019187927246,
                    0.006768619060516358,
                    0.006740139007568359,
                    0.006764619827270508,
                    0.006685099124908447,
                    0.006703498840332031,
                    0.006747018814086914,
                    0.006735019207000733,
                    0.006693419933319092,
                    0.006778378963470459,
                    0.006697898864746094,
                    0.006759338855743409,
                    0.006710858821868897,
                    0.006773099899291992,
                    0.006703339099884033,
                    0.006777578830718994,
                    0.0067055788040161135,
                    0.006763339042663574,
                    0.0072982177734375,
                    0.006729898929595947,
                    0.006711019039154053,
                    0.006742219924926757,
                    0.007350856781005859,
                    0.007584456920623779,
                    0.00752813720703125,
                    0.007574216842651367,
                    0.007509417057037353,
                    0.007629576206207275,
                    0.007303658008575439,
                    0.007011497974395752,
                    0.007065258026123047,
                    0.0071289381980896,
                    0.006997738838195801,
                    0.00711533784866333,
                    0.007081737995147705,
                    0.007173577785491944,
                    0.007212777137756348,
                    0.006783178806304932,
                    0.006710060119628906,
                    0.006781259059906006,
                    0.006739819049835205,
                    0.006733098983764649,
                    0.006674059867858887,
                    0.006785258769989013,
                    0.00671901798248291,
                    0.006966698169708252,
                    0.006920138835906983,
                    0.0069514989852905275,
                    0.006996938228607178,
                    0.00677117919921875,
                    0.0066889400482177735,
                    0.006751499176025391,
                    0.00670029878616333,
                    0.006741418838500977
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 141.43075549281474
            },
            "energy": null,
            "efficiency": null
        }
    }
}