{
    "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": 1082015.236096,
            "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": "3b109cf557e2496fe3c954817385781e6dc5cad1",
            "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,
            "llama_cpp_version": null,
            "llama_cpp_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 902.172672,
                "max_global_vram": 841.773056,
                "max_process_vram": 41144.705024,
                "max_reserved": 555.74528,
                "max_allocated": 499.37152
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.36642626953125,
                "mean": 7.36642626953125,
                "stdev": 0.0,
                "p50": 7.36642626953125,
                "p90": 7.36642626953125,
                "p95": 7.36642626953125,
                "p99": 7.36642626953125,
                "values": [
                    7.36642626953125
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1011.679232,
                "max_global_vram": 898.277376,
                "max_process_vram": 228065.742848,
                "max_reserved": 555.74528,
                "max_allocated": 499.5072
            },
            "latency": {
                "unit": "s",
                "count": 116,
                "total": 0.9999365901947016,
                "mean": 0.008620143018919847,
                "stdev": 0.00031828930142495723,
                "p50": 0.008475310802459717,
                "p90": 0.00907194709777832,
                "p95": 0.009315266132354736,
                "p99": 0.009549840593338013,
                "values": [
                    0.00911994743347168,
                    0.009412425994873047,
                    0.00955610466003418,
                    0.009514344215393067,
                    0.009420584678649903,
                    0.009320425987243652,
                    0.009294825553894043,
                    0.009313546180725097,
                    0.009093067169189454,
                    0.008958348274230957,
                    0.008838829040527343,
                    0.008832267761230469,
                    0.008798829078674316,
                    0.008915947914123536,
                    0.008948107719421387,
                    0.008946348190307617,
                    0.008826668739318849,
                    0.00871674919128418,
                    0.00878762912750244,
                    0.008858187675476074,
                    0.009050827026367187,
                    0.009164266586303711,
                    0.009008587837219239,
                    0.008909387588500977,
                    0.008929548263549804,
                    0.008873228073120118,
                    0.00884010887145996,
                    0.008824909210205078,
                    0.010207779884338379,
                    0.008865388870239257,
                    0.00841051197052002,
                    0.008385231971740723,
                    0.008460110664367675,
                    0.008446990966796875,
                    0.008430191040039062,
                    0.00844459056854248,
                    0.008500110626220704,
                    0.008443950653076172,
                    0.008435951232910157,
                    0.008455631256103515,
                    0.008504751205444337,
                    0.008502510070800781,
                    0.00847195053100586,
                    0.008463150024414062,
                    0.008411471366882323,
                    0.008420591354370116,
                    0.008483631134033203,
                    0.008435471534729004,
                    0.008435791015625,
                    0.008465070724487305,
                    0.008506190299987794,
                    0.008496590614318848,
                    0.008398192405700684,
                    0.008476430892944337,
                    0.008463951110839843,
                    0.008511469841003419,
                    0.008459470748901366,
                    0.008500430107116699,
                    0.008446030616760254,
                    0.008445711135864257,
                    0.008476110458374023,
                    0.008458511352539062,
                    0.00842699146270752,
                    0.008415310859680177,
                    0.008436111450195313,
                    0.008449710845947266,
                    0.008489871025085449,
                    0.008457711219787598,
                    0.008469870567321777,
                    0.008466509819030762,
                    0.008469551086425782,
                    0.008435311317443848,
                    0.008460749626159668,
                    0.008467150688171386,
                    0.008472750663757325,
                    0.008479150772094726,
                    0.008442030906677247,
                    0.008362991333007812,
                    0.008539629936218261,
                    0.008438191413879394,
                    0.008494670867919923,
                    0.008478350639343261,
                    0.00848155117034912,
                    0.008491471290588378,
                    0.00847451114654541,
                    0.008445871353149415,
                    0.008491950988769531,
                    0.008466350555419921,
                    0.008447630882263184,
                    0.008454991340637206,
                    0.008378352165222168,
                    0.008361230850219727,
                    0.008411311149597167,
                    0.008373870849609374,
                    0.008374191284179688,
                    0.008440911293029785,
                    0.0084260311126709,
                    0.008381550788879394,
                    0.008430830955505371,
                    0.008391310691833496,
                    0.0084391508102417,
                    0.008446511268615722,
                    0.008502511024475098,
                    0.009098346710205079,
                    0.008362351417541504,
                    0.008438191413879394,
                    0.008491790771484375,
                    0.008527791023254395,
                    0.008483470916748047,
                    0.008479470252990723,
                    0.00845786952972412,
                    0.008569230079650879,
                    0.008472110748291016,
                    0.008484270095825195,
                    0.008505551338195801,
                    0.00850747013092041
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 116.00735600385731
            },
            "energy": null,
            "efficiency": null
        }
    }
}