{
    "config": {
        "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+cu124",
            "_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": {},
            "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": 66697.261056,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.223-211.872.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": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.1",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 788.094976,
                "max_global_vram": 1185.415168,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.374592
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.36675830078125,
                "mean": 7.36675830078125,
                "stdev": 0.0,
                "p50": 7.36675830078125,
                "p90": 7.36675830078125,
                "p95": 7.36675830078125,
                "p99": 7.36675830078125,
                "values": [
                    7.36675830078125
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 1.0444786305551112e-06,
                "ram": 5.549852247196009e-07,
                "gpu": 1.6608346619997882e-06,
                "total": 3.2602985172745005e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1077.788672,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 508.993024
            },
            "latency": {
                "unit": "s",
                "count": 144,
                "total": 0.999279549598694,
                "mean": 0.006939441316657595,
                "stdev": 0.0002996732517814694,
                "p50": 0.006962687969207763,
                "p90": 0.0071639039516448975,
                "p95": 0.007403212738037109,
                "p99": 0.008090234937667846,
                "values": [
                    0.007349247932434082,
                    0.007412735939025879,
                    0.007259136199951172,
                    0.007319551944732666,
                    0.006958079814910889,
                    0.006967296123504638,
                    0.0068884482383728025,
                    0.006797311782836914,
                    0.006816768169403077,
                    0.006762495994567871,
                    0.006812672138214112,
                    0.006773759841918945,
                    0.006789120197296142,
                    0.006754303932189941,
                    0.006738944053649902,
                    0.007069695949554444,
                    0.007097343921661377,
                    0.007166975975036621,
                    0.007087103843688965,
                    0.007108607769012451,
                    0.007168000221252442,
                    0.00708403205871582,
                    0.007106560230255127,
                    0.007088128089904785,
                    0.007196671962738037,
                    0.007153664112091064,
                    0.007135231971740722,
                    0.007155712127685547,
                    0.007068672180175781,
                    0.00709119987487793,
                    0.007101439952850342,
                    0.007053311824798584,
                    0.007111680030822754,
                    0.007069695949554444,
                    0.007065631866455078,
                    0.006998015880584717,
                    0.007097343921661377,
                    0.007061535835266113,
                    0.007021567821502686,
                    0.007129087924957276,
                    0.007128064155578613,
                    0.007117824077606201,
                    0.007144447803497315,
                    0.007245823860168457,
                    0.0076605439186096195,
                    0.008051712036132813,
                    0.008119296073913575,
                    0.007071775913238525,
                    0.007128064155578613,
                    0.007142399787902832,
                    0.00704204797744751,
                    0.007062528133392334,
                    0.007074816226959229,
                    0.007014400005340577,
                    0.0067051520347595215,
                    0.007045119762420654,
                    0.00703385591506958,
                    0.00704307222366333,
                    0.006782944202423096,
                    0.00698367977142334,
                    0.007071743965148926,
                    0.007015423774719238,
                    0.006951935768127441,
                    0.007030784130096435,
                    0.007014400005340577,
                    0.007010303974151612,
                    0.007037951946258545,
                    0.007156735897064209,
                    0.007139328002929687,
                    0.007117824077606201,
                    0.00709222412109375,
                    0.007049215793609619,
                    0.007096320152282715,
                    0.007076863765716553,
                    0.007002111911773682,
                    0.006987775802612305,
                    0.007074816226959229,
                    0.0069539198875427245,
                    0.006930431842803955,
                    0.006833151817321777,
                    0.00678604793548584,
                    0.006986752033233643,
                    0.006937600135803222,
                    0.006732800006866455,
                    0.006670335769653321,
                    0.006684671878814697,
                    0.007514111995697022,
                    0.008032256126403809,
                    0.008121343612670898,
                    0.007475200176239013,
                    0.007023615837097168,
                    0.007067647933959961,
                    0.007154687881469727,
                    0.006918144226074219,
                    0.006722559928894043,
                    0.0067051520347595215,
                    0.006653984069824218,
                    0.0066447358131408694,
                    0.0066641921997070315,
                    0.00667849588394165,
                    0.006628352165222168,
                    0.006688767910003662,
                    0.006669312000274658,
                    0.006640575885772705,
                    0.006667232036590576,
                    0.006666240215301514,
                    0.006617087841033936,
                    0.006691840171813965,
                    0.00669593620300293,
                    0.006660096168518067,
                    0.006676479816436768,
                    0.006659071922302246,
                    0.006642687797546387,
                    0.006752255916595459,
                    0.006665152072906494,
                    0.006606847763061524,
                    0.0066713600158691405,
                    0.006651904106140137,
                    0.006623231887817383,
                    0.006663167953491211,
                    0.006659071922302246,
                    0.006618112087249756,
                    0.006653984069824218,
                    0.0066457920074462894,
                    0.00662937593460083,
                    0.006651904106140137,
                    0.006651904106140137,
                    0.006633471965789795,
                    0.006646783828735352,
                    0.0066826238632202144,
                    0.006612991809844971,
                    0.006658048152923584,
                    0.006648831844329834,
                    0.006624256134033203,
                    0.006650879859924317,
                    0.006684671878814697,
                    0.006609920024871826,
                    0.006667263984680176,
                    0.006956031799316406,
                    0.006609920024871826,
                    0.006650879859924317,
                    0.006662176132202148,
                    0.00659660816192627,
                    0.0066344962120056155
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 144.1038196547
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.882663841979526e-08,
                "ram": 4.309779360162522e-08,
                "gpu": 1.3968186303310986e-07,
                "total": 2.616062950545303e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3822537.9851488504
            }
        }
    }
}