{
    "config": {
        "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.2.2+rocm5.7",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "multiple-choice",
            "library": "transformers",
            "model_type": "roberta",
            "model": "FacebookAI/roberta-base",
            "processor": "FacebookAI/roberta-base",
            "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": 1082015.256576,
            "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]"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 68702699520,
            "optimum_benchmark_version": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.1",
            "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": 905.58464,
                "max_global_vram": 841.764864,
                "max_process_vram": 44807.573504,
                "max_reserved": 555.74528,
                "max_allocated": 499.37152
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.1981728515625,
                "mean": 7.1981728515625,
                "stdev": 0.0,
                "p50": 7.1981728515625,
                "p90": 7.1981728515625,
                "p95": 7.1981728515625,
                "p99": 7.1981728515625,
                "values": [
                    7.1981728515625
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1015.414784,
                "max_global_vram": 898.269184,
                "max_process_vram": 218894.667776,
                "max_reserved": 555.74528,
                "max_allocated": 499.5072
            },
            "latency": {
                "unit": "s",
                "count": 125,
                "total": 0.9963846902847285,
                "mean": 0.007971077522277832,
                "stdev": 0.0007331559968759307,
                "p50": 0.007840778827667236,
                "p90": 0.008722056388854982,
                "p95": 0.00900333595275879,
                "p99": 0.009678912391662601,
                "values": [
                    0.008753096580505371,
                    0.008942537307739258,
                    0.009018535614013673,
                    0.009047016143798828,
                    0.00908973503112793,
                    0.009133416175842285,
                    0.009071334838867188,
                    0.009851174354553223,
                    0.00875389575958252,
                    0.008851016044616699,
                    0.008799016952514649,
                    0.008846055984497071,
                    0.008675496101379394,
                    0.00845213794708252,
                    0.008345577239990234,
                    0.008319977760314942,
                    0.008330376625061035,
                    0.008364458084106446,
                    0.00835085678100586,
                    0.00847997760772705,
                    0.00836589813232422,
                    0.008303977966308594,
                    0.008316938400268554,
                    0.008310697555541991,
                    0.008345577239990234,
                    0.008294537544250488,
                    0.008319658279418945,
                    0.00830253791809082,
                    0.008283978462219238,
                    0.008259178161621094,
                    0.008320937156677246,
                    0.008278377532958984,
                    0.007942698955535888,
                    0.008075018882751465,
                    0.008315977096557617,
                    0.008304298400878906,
                    0.008298057556152344,
                    0.008298856735229492,
                    0.00833421802520752,
                    0.008318697929382324,
                    0.00783117914199829,
                    0.007840778827667236,
                    0.007843499183654784,
                    0.007860138893127441,
                    0.00790685796737671,
                    0.0077487797737121585,
                    0.007526059150695801,
                    0.0074809398651123045,
                    0.007532299995422364,
                    0.0075518198013305666,
                    0.0075018987655639646,
                    0.007574540138244629,
                    0.007522220134735107,
                    0.0073225398063659665,
                    0.007338860034942627,
                    0.007332780838012695,
                    0.007328781127929687,
                    0.007329100131988525,
                    0.007349100112915039,
                    0.00734749984741211,
                    0.007346701145172119,
                    0.007363979816436768,
                    0.007343180179595947,
                    0.007353579998016358,
                    0.00728718090057373,
                    0.0075513401031494145,
                    0.007344620227813721,
                    0.007328620910644531,
                    0.007329740047454834,
                    0.007349899768829346,
                    0.00729725980758667,
                    0.007347980976104737,
                    0.0073580598831176755,
                    0.007381740093231201,
                    0.007370059967041016,
                    0.00741726016998291,
                    0.013565724372863769,
                    0.006860140800476074,
                    0.007444139957427979,
                    0.007424620151519776,
                    0.007429259777069092,
                    0.007548460006713867,
                    0.007392139911651612,
                    0.007597899913787841,
                    0.007853418827056884,
                    0.007895978927612304,
                    0.007876139163970947,
                    0.00805965805053711,
                    0.008069578170776368,
                    0.008212298393249511,
                    0.00815181827545166,
                    0.008466697692871094,
                    0.008303017616271972,
                    0.008314698219299317,
                    0.008339177131652832,
                    0.008228938102722167,
                    0.008234857559204101,
                    0.007965578079223632,
                    0.007995338916778564,
                    0.0077575788497924805,
                    0.00777341890335083,
                    0.00776957893371582,
                    0.008112937927246093,
                    0.00833309841156006,
                    0.008306378364562989,
                    0.007726058959960937,
                    0.007640140056610107,
                    0.007686379909515381,
                    0.0076103792190551755,
                    0.0077166190147399906,
                    0.007756619930267334,
                    0.00777966022491455,
                    0.007792298793792725,
                    0.007614058971405029,
                    0.007431980133056641,
                    0.007464300155639649,
                    0.007458380222320557,
                    0.007469580173492431,
                    0.007443339824676514,
                    0.007457419872283936,
                    0.007420939922332764,
                    0.007431340217590332,
                    0.007448619842529297,
                    0.007426061153411865,
                    0.007421259880065918
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 125.45355345060524
            },
            "energy": null,
            "efficiency": null
        }
    }
}