{
    "config": {
        "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "multiple-choice",
            "library": "transformers",
            "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,
            "latency": true,
            "memory": true,
            "energy": true,
            "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 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.293824,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "NVIDIA A10G"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 24146608128,
            "optimum_benchmark_version": "0.2.1",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.42.3",
            "transformers_commit": null,
            "accelerate_version": "0.31.0",
            "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": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 909.504512,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 509.039104
            },
            "latency": {
                "unit": "s",
                "count": 121,
                "total": 1.0010809640884404,
                "mean": 0.008273396397425123,
                "stdev": 0.00027431784007465757,
                "p50": 0.008194047927856446,
                "p90": 0.008596480369567871,
                "p95": 0.008722432136535644,
                "p99": 0.008997094535827636,
                "values": [
                    0.009010208129882813,
                    0.008686592102050781,
                    0.00882585620880127,
                    0.008722432136535644,
                    0.008713215827941894,
                    0.008771583557128907,
                    0.00860364818572998,
                    0.008573023796081543,
                    0.008509440422058106,
                    0.00851353645324707,
                    0.008418304443359375,
                    0.008434687614440918,
                    0.008473600387573242,
                    0.008466431617736817,
                    0.008437760353088379,
                    0.008111104011535645,
                    0.008163328170776368,
                    0.008571904182434082,
                    0.008473600387573242,
                    0.008453120231628418,
                    0.008500224113464355,
                    0.008456192016601562,
                    0.008476672172546386,
                    0.008944640159606934,
                    0.008536064147949218,
                    0.00842240047454834,
                    0.008445952415466309,
                    0.008424448013305665,
                    0.008508416175842285,
                    0.008769536018371582,
                    0.008567808151245117,
                    0.008481792449951172,
                    0.008577024459838867,
                    0.008463359832763672,
                    0.00842240047454834,
                    0.008454143524169922,
                    0.008372223854064942,
                    0.008415231704711914,
                    0.00850432014465332,
                    0.008130559921264649,
                    0.00851046371459961,
                    0.008418304443359375,
                    0.008398847579956055,
                    0.008425472259521484,
                    0.009136128425598144,
                    0.008674304008483886,
                    0.008576000213623047,
                    0.00851251220703125,
                    0.008476672172546386,
                    0.008399871826171875,
                    0.008455167770385743,
                    0.008383551597595214,
                    0.008385536193847656,
                    0.008217599868774414,
                    0.008382464408874512,
                    0.008216575622558593,
                    0.00808140754699707,
                    0.008079360008239746,
                    0.00809267234802246,
                    0.008324095726013184,
                    0.008416255950927735,
                    0.008398847579956055,
                    0.008651776313781738,
                    0.008455167770385743,
                    0.00840294361114502,
                    0.008194047927856446,
                    0.008158207893371582,
                    0.00808448028564453,
                    0.008133631706237793,
                    0.008057855606079101,
                    0.00800870418548584,
                    0.008017919540405273,
                    0.00800972843170166,
                    0.008037376403808593,
                    0.007996416091918946,
                    0.00801478385925293,
                    0.008060895919799804,
                    0.008023039817810058,
                    0.008023039817810058,
                    0.00800051212310791,
                    0.008068096160888672,
                    0.008011775970458984,
                    0.00799948787689209,
                    0.008004608154296875,
                    0.007981056213378907,
                    0.00799232006072998,
                    0.007970816135406494,
                    0.00796569585800171,
                    0.007996416091918946,
                    0.008047616004943848,
                    0.008018943786621094,
                    0.007996416091918946,
                    0.008012800216674805,
                    0.008033280372619628,
                    0.007996416091918946,
                    0.007986176013946533,
                    0.007968768119812012,
                    0.007979008197784423,
                    0.008596480369567871,
                    0.00808243179321289,
                    0.008054783821105957,
                    0.008111136436462402,
                    0.008017919540405273,
                    0.007987199783325195,
                    0.007976960182189942,
                    0.008006655693054199,
                    0.008002559661865234,
                    0.007976960182189942,
                    0.008003583908081055,
                    0.008054783821105957,
                    0.008003583908081055,
                    0.007977983951568603,
                    0.007974912166595459,
                    0.008003583908081055,
                    0.008054783821105957,
                    0.008010751724243164,
                    0.008023039817810058,
                    0.008013824462890624,
                    0.008011775970458984,
                    0.00800972843170166,
                    0.007996416091918946
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 120.86934457911671
            },
            "energy": {
                "unit": "kWh",
                "cpu": 9.53343735800849e-08,
                "ram": 5.2119606589921357e-08,
                "gpu": 1.6682680012800045e-07,
                "total": 3.1428078029800673e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3181868.13413083
            }
        }
    }
}