{
    "config": {
        "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.2.0.dev20231010+rocm5.7",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-classification",
            "library": "transformers",
            "model_type": "roberta",
            "model": "FacebookAI/roberta-base",
            "processor": "FacebookAI/roberta-base",
            "device": "cuda",
            "device_ids": "6",
            "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": "warn",
            "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": "0.34.2",
            "accelerate_commit": null,
            "diffusers_version": "0.30.3",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": "0.12.0",
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 955.55584,
                "max_global_vram": 68702.69952,
                "max_process_vram": 45204.0704,
                "max_reserved": 555.74528,
                "max_allocated": 499.374592
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 13.7415205078125,
                "mean": 13.7415205078125,
                "stdev": 0.0,
                "p50": 13.7415205078125,
                "p90": 13.7415205078125,
                "p95": 13.7415205078125,
                "p99": 13.7415205078125,
                "values": [
                    13.7415205078125
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1082.458112,
                "max_global_vram": 68702.69952,
                "max_process_vram": 231234.945024,
                "max_reserved": 555.74528,
                "max_allocated": 499.4432
            },
            "latency": {
                "unit": "s",
                "count": 127,
                "total": 0.9967490847110749,
                "mean": 0.007848417989850982,
                "stdev": 0.0008680064205980454,
                "p50": 0.007776010036468506,
                "p90": 0.007982057857513427,
                "p95": 0.008048506069183349,
                "p99": 0.011394948940277077,
                "values": [
                    0.007902568817138671,
                    0.007893128871917725,
                    0.007982729911804199,
                    0.008088810920715332,
                    0.008133130073547363,
                    0.008114890098571777,
                    0.00798160982131958,
                    0.007920650005340577,
                    0.008163689613342285,
                    0.007881289958953857,
                    0.007861770153045655,
                    0.007834410190582276,
                    0.007814410209655762,
                    0.00777216911315918,
                    0.007803689956665039,
                    0.007815529823303222,
                    0.007802249908447266,
                    0.007861130237579346,
                    0.007753609180450439,
                    0.007756330013275146,
                    0.0077548899650573735,
                    0.007737289905548095,
                    0.007762088775634766,
                    0.0077468900680542,
                    0.007733610153198242,
                    0.007769608974456787,
                    0.007773128986358643,
                    0.0077548899650573735,
                    0.007744009971618652,
                    0.007759368896484375,
                    0.0077145700454711915,
                    0.007752329826354981,
                    0.00775825023651123,
                    0.0077526488304138184,
                    0.00774960994720459,
                    0.0077433700561523435,
                    0.007759368896484375,
                    0.007745930194854736,
                    0.0077628898620605465,
                    0.007913449764251708,
                    0.007782730102539062,
                    0.007888168811798095,
                    0.014449459075927734,
                    0.00251792311668396,
                    0.0077905688285827635,
                    0.007786250114440918,
                    0.007819849967956543,
                    0.007814249992370605,
                    0.007806089878082276,
                    0.007782888889312744,
                    0.007828810214996339,
                    0.007847370147705078,
                    0.007807690143585205,
                    0.007840650081634521,
                    0.007811849117279053,
                    0.007845290184020996,
                    0.007801129817962647,
                    0.007791530132293701,
                    0.007813610076904298,
                    0.008053930282592773,
                    0.008035849571228028,
                    0.007990570068359374,
                    0.00795265007019043,
                    0.007996170043945313,
                    0.007909130096435547,
                    0.007941450119018555,
                    0.007873449802398682,
                    0.007991690158843994,
                    0.007934730052947998,
                    0.007919050216674805,
                    0.00786768913269043,
                    0.007846089839935302,
                    0.007847370147705078,
                    0.007787049770355225,
                    0.007819530010223388,
                    0.007786889076232911,
                    0.007708489894866943,
                    0.00767648983001709,
                    0.007702408790588379,
                    0.007725450038909912,
                    0.007743529796600342,
                    0.007693929195404053,
                    0.0077006502151489254,
                    0.007791369915008545,
                    0.007631689071655273,
                    0.007682409763336182,
                    0.007876649856567382,
                    0.007853129863739013,
                    0.007776010036468506,
                    0.007810888767242431,
                    0.0077292900085449215,
                    0.00770753002166748,
                    0.007674889087677002,
                    0.007687689781188965,
                    0.0077217698097229006,
                    0.0077544088363647465,
                    0.00772769021987915,
                    0.007719689846038818,
                    0.007686569213867188,
                    0.007706890106201172,
                    0.012530256271362304,
                    0.007810409069061279,
                    0.007699209213256836,
                    0.00798705005645752,
                    0.007858729839324952,
                    0.007757130146026611,
                    0.007963210105895997,
                    0.007639849185943603,
                    0.007602570056915284,
                    0.007695529937744141,
                    0.007760649204254151,
                    0.007766089916229248,
                    0.007700009822845459,
                    0.007706408977508545,
                    0.007666729927062989,
                    0.007688650131225586,
                    0.00762208890914917,
                    0.0076772899627685545,
                    0.0076718487739562986,
                    0.0076976089477539065,
                    0.007796009063720703,
                    0.0077713699340820315,
                    0.007747368812561035,
                    0.0076649699211120605,
                    0.007689770221710205,
                    0.007667529106140137,
                    0.007715849876403808
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 127.4142128124584
            },
            "energy": null,
            "efficiency": null
        }
    }
}