{
    "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_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": 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": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.43.3",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.8",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 719.822848,
                "max_global_vram": 1185.415168,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.37152
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.25087109375,
                "mean": 7.25087109375,
                "stdev": 0.0,
                "p50": 7.25087109375,
                "p90": 7.25087109375,
                "p95": 7.25087109375,
                "p99": 7.25087109375,
                "values": [
                    7.25087109375
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 9.133189916610719e-07,
                "ram": 4.66483206129548e-07,
                "gpu": 1.8394459159985777e-06,
                "total": 3.2192481137891975e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 919.617536,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 509.038592
            },
            "latency": {
                "unit": "s",
                "count": 143,
                "total": 0.9973944358825682,
                "mean": 0.006974786264913066,
                "stdev": 0.00027905181645499107,
                "p50": 0.006876095771789551,
                "p90": 0.007228415966033935,
                "p95": 0.007504281616210938,
                "p99": 0.007852769231796265,
                "values": [
                    0.007823359966278077,
                    0.007867392063140868,
                    0.007832575798034667,
                    0.007580480098724365,
                    0.00757862377166748,
                    0.0077844481468200685,
                    0.008472576141357421,
                    0.007263232231140137,
                    0.00687820816040039,
                    0.0068249602317810056,
                    0.006871039867401123,
                    0.006952960014343262,
                    0.006930431842803955,
                    0.006797311782836914,
                    0.006846464157104492,
                    0.006840320110321045,
                    0.006719488143920899,
                    0.006751232147216797,
                    0.0068280320167541505,
                    0.006773759841918945,
                    0.006903808116912841,
                    0.006762495994567871,
                    0.006894656181335449,
                    0.006916959762573242,
                    0.006776832103729248,
                    0.006751232147216797,
                    0.006747136116027832,
                    0.0067645440101623535,
                    0.006737919807434082,
                    0.00675219202041626,
                    0.006731776237487793,
                    0.006882304191589355,
                    0.006816768169403077,
                    0.0068884482383728025,
                    0.006843391895294189,
                    0.0068249602317810056,
                    0.0068321280479431154,
                    0.006797311782836914,
                    0.006939648151397705,
                    0.006937600135803222,
                    0.006793216228485107,
                    0.006804480075836182,
                    0.006737823963165283,
                    0.006767615795135498,
                    0.00675328016281128,
                    0.0068392958641052244,
                    0.006766592025756836,
                    0.006822912216186523,
                    0.006763519763946534,
                    0.006716415882110595,
                    0.006700032234191895,
                    0.006724639892578125,
                    0.00672870397567749,
                    0.006702079772949219,
                    0.006937600135803222,
                    0.006920191764831543,
                    0.006732800006866455,
                    0.006723584175109864,
                    0.006729728221893311,
                    0.00676966381072998,
                    0.006749184131622315,
                    0.0067645440101623535,
                    0.006749184131622315,
                    0.006749184131622315,
                    0.006717440128326416,
                    0.006751232147216797,
                    0.006761472225189209,
                    0.006876095771789551,
                    0.006952960014343262,
                    0.007024608135223389,
                    0.0069918718338012695,
                    0.0067983360290527345,
                    0.00681279993057251,
                    0.006812479972839356,
                    0.006796288013458252,
                    0.006907904148101806,
                    0.006860799789428711,
                    0.0067922878265380855,
                    0.0067983360290527345,
                    0.00679423999786377,
                    0.0068392958641052244,
                    0.00678384017944336,
                    0.006823935985565186,
                    0.006796288013458252,
                    0.006830143928527832,
                    0.006933504104614257,
                    0.007001088142395019,
                    0.006790143966674805,
                    0.006767615795135498,
                    0.006788095951080322,
                    0.006829055786132812,
                    0.006776800155639648,
                    0.0067717118263244626,
                    0.006895552158355713,
                    0.006707200050354004,
                    0.006711296081542969,
                    0.00673689603805542,
                    0.006711296081542969,
                    0.0067042880058288574,
                    0.007105535984039306,
                    0.007321599960327148,
                    0.007198719978332519,
                    0.00732041597366333,
                    0.0072202239036560055,
                    0.007171072006225586,
                    0.007178239822387696,
                    0.007154496192932129,
                    0.007211008071899414,
                    0.007113728046417236,
                    0.007138304233551026,
                    0.0071782078742980955,
                    0.007093152046203613,
                    0.007160831928253173,
                    0.00713318395614624,
                    0.007198719978332519,
                    0.007230463981628418,
                    0.007415808200836181,
                    0.007126048088073731,
                    0.007070720195770264,
                    0.007171072006225586,
                    0.007514111995697022,
                    0.00709222412109375,
                    0.0073348798751831056,
                    0.007104576110839844,
                    0.007104512214660645,
                    0.007187456130981445,
                    0.007088128089904785,
                    0.007085055828094483,
                    0.007086912155151367,
                    0.007117824077606201,
                    0.007215104103088379,
                    0.00721724796295166,
                    0.007090303897857666,
                    0.007041024208068848,
                    0.007079808235168457,
                    0.007098368167877197,
                    0.007361536026000977,
                    0.007132160186767578,
                    0.007088128089904785,
                    0.007180287837982178,
                    0.007150591850280762,
                    0.007192575931549072,
                    0.007107583999633789
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 143.37356902684445
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.289243884112545e-08,
                "ram": 4.531651757282128e-08,
                "gpu": 1.6240883233566334e-07,
                "total": 2.906177887496101e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3440945.5949084316
            }
        }
    }
}