{
    "config": {
        "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.3.0+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-classification",
            "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": 66697.29792,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.215-203.850.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": "4.41.0",
            "transformers_commit": null,
            "accelerate_version": "0.30.1",
            "accelerate_commit": null,
            "diffusers_version": "0.27.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.3",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 902.111232,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 508.993536
            },
            "latency": {
                "unit": "s",
                "count": 146,
                "total": 1.0017545933723446,
                "mean": 0.00686133283131743,
                "stdev": 0.00022478749861737731,
                "p50": 0.006814208030700684,
                "p90": 0.007130112171173096,
                "p95": 0.007191807985305786,
                "p99": 0.007352694368362428,
                "values": [
                    0.007672832012176513,
                    0.007218175888061523,
                    0.00728985595703125,
                    0.007216127872467041,
                    0.007291903972625732,
                    0.007192575931549072,
                    0.007196735858917236,
                    0.007189504146575928,
                    0.0071157760620117185,
                    0.007012351989746094,
                    0.007064576148986816,
                    0.00707583999633789,
                    0.006959104061126709,
                    0.006980607986450196,
                    0.007048192024230957,
                    0.007105472087860107,
                    0.0071526398658752445,
                    0.007107583999633789,
                    0.007102464199066162,
                    0.007013376235961914,
                    0.007046144008636474,
                    0.007104512214660645,
                    0.00677785587310791,
                    0.006796288013458252,
                    0.007135231971740722,
                    0.007060480117797851,
                    0.007051263809204102,
                    0.007012351989746094,
                    0.007096320152282715,
                    0.007071743965148926,
                    0.006959104061126709,
                    0.006910975933074951,
                    0.007020607948303222,
                    0.007007232189178467,
                    0.006972415924072266,
                    0.007012351989746094,
                    0.007014400005340577,
                    0.007181312084197998,
                    0.007105535984039306,
                    0.006952896118164063,
                    0.007132160186767578,
                    0.007093247890472412,
                    0.0070830078125,
                    0.007094207763671875,
                    0.007032832145690918,
                    0.007035903930664063,
                    0.007079936027526855,
                    0.007020544052124023,
                    0.007028736114501953,
                    0.007003136157989502,
                    0.007073791980743408,
                    0.007121920108795166,
                    0.006647808074951172,
                    0.006618112087249756,
                    0.0066938881874084475,
                    0.0066447358131408694,
                    0.006815743923187256,
                    0.0070522880554199216,
                    0.007104512214660645,
                    0.007188479900360107,
                    0.007104512214660645,
                    0.007161856174468994,
                    0.007128064155578613,
                    0.007067647933959961,
                    0.0070594558715820314,
                    0.00695091199874878,
                    0.007021567821502686,
                    0.007000031948089599,
                    0.006882304191589355,
                    0.006806528091430664,
                    0.006814720153808594,
                    0.006947840213775635,
                    0.006847487926483154,
                    0.0066713600158691405,
                    0.006604800224304199,
                    0.006678463935852051,
                    0.0068986878395080565,
                    0.006803391933441162,
                    0.006855679988861084,
                    0.006763519763946534,
                    0.00684438419342041,
                    0.006896639823913574,
                    0.006989823818206787,
                    0.006709248065948486,
                    0.006723616123199463,
                    0.006727744102478028,
                    0.0067573761940002445,
                    0.006900735855102539,
                    0.0067010560035705566,
                    0.006597631931304931,
                    0.006689792156219483,
                    0.006614016056060791,
                    0.006612991809844971,
                    0.006622208118438721,
                    0.006813695907592773,
                    0.006635519981384277,
                    0.0066744318008422855,
                    0.006654975891113281,
                    0.0066119680404663084,
                    0.006602752208709717,
                    0.0066744318008422855,
                    0.00661411190032959,
                    0.006608895778656006,
                    0.006624256134033203,
                    0.0066109437942504885,
                    0.006649792194366455,
                    0.0066406397819519045,
                    0.006575104236602783,
                    0.006643712043762207,
                    0.006593535900115967,
                    0.006603775978088379,
                    0.006636544227600098,
                    0.006626304149627686,
                    0.006615039825439453,
                    0.0066979842185974124,
                    0.006609920024871826,
                    0.0066304001808166506,
                    0.006625279903411865,
                    0.006615039825439453,
                    0.0065771517753601075,
                    0.006608895778656006,
                    0.006617087841033936,
                    0.00661513614654541,
                    0.0066713919639587406,
                    0.006609920024871826,
                    0.006608895778656006,
                    0.006652927875518798,
                    0.006604800224304199,
                    0.006625279903411865,
                    0.006632448196411133,
                    0.00662937593460083,
                    0.006692863941192627,
                    0.006657023906707763,
                    0.0067420158386230465,
                    0.006618112087249756,
                    0.006669312000274658,
                    0.0066344962120056155,
                    0.006626304149627686,
                    0.006731776237487793,
                    0.006737919807434082,
                    0.006752255916595459,
                    0.007402431964874267,
                    0.006774784088134766,
                    0.006662144184112549,
                    0.006626304149627686,
                    0.006768671989440918
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 145.74427805566634
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.763260308607125e-08,
                "ram": 4.2437114301291705e-08,
                "gpu": 1.4099684482352923e-07,
                "total": 2.610665622108922e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3830440.7563010305
            }
        }
    }
}