{
    "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": {},
            "hub_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": "e9af750a2bec0e8b3a11d3bf5c5aa883075e8a03",
            "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": 899.87072,
                "max_global_vram": 841.785344,
                "max_process_vram": 42104.737792,
                "max_reserved": 555.74528,
                "max_allocated": 499.37152
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.0325615234375,
                "mean": 7.0325615234375,
                "stdev": 0.0,
                "p50": 7.0325615234375,
                "p90": 7.0325615234375,
                "p95": 7.0325615234375,
                "p99": 7.0325615234375,
                "values": [
                    7.0325615234375
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1009.389568,
                "max_global_vram": 898.428928,
                "max_process_vram": 214793.351168,
                "max_reserved": 555.74528,
                "max_allocated": 499.5072
            },
            "latency": {
                "unit": "s",
                "count": 127,
                "total": 0.9961037473678588,
                "mean": 0.007843336593447709,
                "stdev": 0.00036051829983592426,
                "p50": 0.007658870220184326,
                "p90": 0.008347541618347167,
                "p95": 0.008775557804107666,
                "p99": 0.008858388900756835,
                "values": [
                    0.008858388900756835,
                    0.008842549324035644,
                    0.008858388900756835,
                    0.008854389190673828,
                    0.008787030220031739,
                    0.008748788833618164,
                    0.008826229095458984,
                    0.008950228691101075,
                    0.008711669921875,
                    0.008270230293273926,
                    0.008200149536132812,
                    0.008278389930725098,
                    0.008163829803466797,
                    0.008065750122070312,
                    0.008024470329284668,
                    0.008069589614868164,
                    0.008047989845275879,
                    0.008025911331176758,
                    0.008093429565429687,
                    0.008157910346984864,
                    0.008267350196838379,
                    0.008023349761962891,
                    0.008223830223083496,
                    0.00833998966217041,
                    0.00819791030883789,
                    0.008078869819641113,
                    0.007909749984741211,
                    0.007734391212463379,
                    0.007583990097045899,
                    0.007784310817718506,
                    0.007827509880065918,
                    0.007691831111907959,
                    0.007835670948028565,
                    0.0076145510673522945,
                    0.007657910823822021,
                    0.0076548709869384765,
                    0.007615190029144287,
                    0.00761375093460083,
                    0.007598871231079101,
                    0.007608469963073731,
                    0.0075551910400390625,
                    0.00759951114654541,
                    0.007617430210113525,
                    0.007590391159057617,
                    0.007631511211395264,
                    0.007733270168304444,
                    0.007789111137390137,
                    0.0075833511352539065,
                    0.0075969500541687015,
                    0.007610870838165283,
                    0.007620631217956543,
                    0.007664309978485107,
                    0.00772559118270874,
                    0.007575671195983887,
                    0.007538550853729248,
                    0.007558070182800293,
                    0.007586551189422607,
                    0.007646551132202148,
                    0.0076188712120056155,
                    0.007621749877929688,
                    0.007660790920257569,
                    0.007642870903015137,
                    0.007601429939270019,
                    0.0076291108131408695,
                    0.007577431201934814,
                    0.007603031158447265,
                    0.007619670867919922,
                    0.007630230903625489,
                    0.007673271179199219,
                    0.007649270057678223,
                    0.007678871154785156,
                    0.007652791023254395,
                    0.007624949932098389,
                    0.0076550312042236324,
                    0.007667671203613282,
                    0.007658870220184326,
                    0.007638710975646973,
                    0.00765631103515625,
                    0.007668950080871582,
                    0.007631190776824951,
                    0.007667830944061279,
                    0.007684790134429932,
                    0.0076977510452270505,
                    0.007681270122528076,
                    0.00764431095123291,
                    0.00766671085357666,
                    0.007683350086212158,
                    0.008291669845581055,
                    0.00859535026550293,
                    0.008511029243469238,
                    0.008525589942932128,
                    0.008358869552612305,
                    0.007961430072784425,
                    0.007964149951934814,
                    0.008074391365051269,
                    0.008064631462097169,
                    0.007974709987640381,
                    0.00789999008178711,
                    0.007592630863189697,
                    0.007630870819091797,
                    0.0076329498291015626,
                    0.0076548709869384765,
                    0.0076761507987976076,
                    0.007681910037994385,
                    0.0075747108459472655,
                    0.007678230762481689,
                    0.0076476697921752925,
                    0.0076055908203125,
                    0.007603510856628418,
                    0.007572950839996338,
                    0.007590869903564453,
                    0.007609751224517822,
                    0.007616470813751221,
                    0.0076519899368286135,
                    0.00762575101852417,
                    0.007633750915527344,
                    0.00758863115310669,
                    0.007612949848175049,
                    0.007676630973815918,
                    0.0076382308006286625,
                    0.007662230014801026,
                    0.007637269973754883,
                    0.007612471103668213,
                    0.007612790107727051,
                    0.0076316709518432614,
                    0.007585111141204834,
                    0.007635029792785644
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 127.49675958512299
            },
            "energy": null,
            "efficiency": null
        }
    }
}