{
    "config": {
        "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-classification",
            "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": 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": "0.3.1",
            "optimum_benchmark_commit": null,
            "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": 717.672448,
                "max_global_vram": 1185.415168,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.376128
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.15167333984375,
                "mean": 7.15167333984375,
                "stdev": 0.0,
                "p50": 7.15167333984375,
                "p90": 7.15167333984375,
                "p95": 7.15167333984375,
                "p99": 7.15167333984375,
                "values": [
                    7.15167333984375
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 1.0320921738942465e-06,
                "ram": 5.5000261951335e-07,
                "gpu": 1.8322236879997691e-06,
                "total": 3.4143184814073653e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 910.82752,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 508.993024
            },
            "latency": {
                "unit": "s",
                "count": 156,
                "total": 0.9960938873291012,
                "mean": 0.006385217226468599,
                "stdev": 0.000380500022035836,
                "p50": 0.006383104085922241,
                "p90": 0.00658739185333252,
                "p95": 0.00695091199874878,
                "p99": 0.00796595187187193,
                "values": [
                    0.008993791580200196,
                    0.008836095809936523,
                    0.0072540159225463864,
                    0.007035967826843262,
                    0.0069632000923156735,
                    0.006946815967559815,
                    0.007031807899475098,
                    0.0070522880554199216,
                    0.007240767955780029,
                    0.006368256092071533,
                    0.0061224961280822755,
                    0.006104063987731933,
                    0.006107168197631836,
                    0.006078464031219482,
                    0.00607539176940918,
                    0.0060661759376525876,
                    0.006056960105895996,
                    0.0060928001403808595,
                    0.006069248199462891,
                    0.006093823909759521,
                    0.006087679862976075,
                    0.006053952217102051,
                    0.005986303806304932,
                    0.005992447853088379,
                    0.005979135990142822,
                    0.005967872142791748,
                    0.0059770879745483394,
                    0.005958655834197998,
                    0.005980160236358643,
                    0.005976064205169678,
                    0.006210495948791504,
                    0.006504447937011719,
                    0.006499328136444092,
                    0.0064481601715087895,
                    0.006470623970031738,
                    0.006467584133148193,
                    0.006461440086364746,
                    0.006497280120849609,
                    0.0064644479751586915,
                    0.006487040042877197,
                    0.006470655918121338,
                    0.0064849920272827145,
                    0.0065136637687683106,
                    0.006470623970031738,
                    0.006509503841400146,
                    0.006519807815551758,
                    0.006507455825805664,
                    0.0065136637687683106,
                    0.00652288007736206,
                    0.0064880638122558594,
                    0.006481919765472412,
                    0.006491136074066162,
                    0.006508543968200684,
                    0.006495232105255127,
                    0.006551551818847656,
                    0.006734784126281738,
                    0.006716415882110595,
                    0.006512639999389648,
                    0.006529024124145508,
                    0.006623231887817383,
                    0.006790143966674805,
                    0.006252543926239014,
                    0.006072319984436035,
                    0.006111231803894043,
                    0.006108160018920898,
                    0.006074368000030517,
                    0.006136832237243653,
                    0.0060928001403808595,
                    0.0061296639442443845,
                    0.006089727878570556,
                    0.006118400096893311,
                    0.006093823909759521,
                    0.006135871887207031,
                    0.006073344230651856,
                    0.006112256050109863,
                    0.006065152168273926,
                    0.006096896171569824,
                    0.006113279819488526,
                    0.006093823909759521,
                    0.006072319984436035,
                    0.006097919940948486,
                    0.006107135772705078,
                    0.00608460807800293,
                    0.00613478422164917,
                    0.0060702719688415525,
                    0.006100992202758789,
                    0.006050816059112549,
                    0.006104063987731933,
                    0.006078464031219482,
                    0.0065454401969909665,
                    0.006363135814666748,
                    0.006376383781433105,
                    0.006387712001800537,
                    0.006348800182342529,
                    0.006423552036285401,
                    0.006355008125305176,
                    0.006371327877044678,
                    0.00611737585067749,
                    0.006081535816192627,
                    0.006127615928649902,
                    0.006079487800598145,
                    0.006462463855743408,
                    0.00638259220123291,
                    0.006397952079772949,
                    0.0064204797744750975,
                    0.006369279861450195,
                    0.006497280120849609,
                    0.006416384220123291,
                    0.006360064029693604,
                    0.006449151992797852,
                    0.006471712112426758,
                    0.006781951904296875,
                    0.006525951862335205,
                    0.0067758078575134275,
                    0.006636544227600098,
                    0.006503424167633057,
                    0.006368256092071533,
                    0.006440959930419922,
                    0.006456319808959961,
                    0.006354944229125976,
                    0.0063836159706115725,
                    0.006403071880340576,
                    0.006429696083068847,
                    0.006449151992797852,
                    0.006404096126556396,
                    0.00634876823425293,
                    0.00637440013885498,
                    0.006411263942718506,
                    0.0064174079895019534,
                    0.006370304107666015,
                    0.006396927833557129,
                    0.006334464073181153,
                    0.006387712001800537,
                    0.006377471923828125,
                    0.006391808032989502,
                    0.00638976001739502,
                    0.006404096126556396,
                    0.006404096126556396,
                    0.006397952079772949,
                    0.006351871967315674,
                    0.006392831802368164,
                    0.0064880638122558594,
                    0.006398943901062012,
                    0.006425600051879882,
                    0.006364160060882569,
                    0.00638156795501709,
                    0.006391808032989502,
                    0.0063591041564941405,
                    0.006377471923828125,
                    0.006357952117919922,
                    0.0063569917678833006,
                    0.006391808032989502,
                    0.006342656135559082,
                    0.006445055961608887,
                    0.006404096126556396,
                    0.006371327877044678
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 156.61174311418984
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.429982328580485e-08,
                "ram": 4.06214174150783e-08,
                "gpu": 1.5013206455000041e-07,
                "total": 2.6505330525088357e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3772825.9945804486
            }
        }
    }
}