{
    "config": {
        "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "token-classification",
            "library": "transformers",
            "model_type": "deberta-v2",
            "model": "microsoft/deberta-v3-base",
            "processor": "microsoft/deberta-v3-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": 66697.25696,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.220-209.869.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": "4.44.0",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.0",
            "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": 751.153152,
                "max_global_vram": 1403.518976,
                "max_process_vram": 0.0,
                "max_reserved": 773.849088,
                "max_allocated": 736.603648
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.3885615234375,
                "mean": 7.3885615234375,
                "stdev": 0.0,
                "p50": 7.3885615234375,
                "p90": 7.3885615234375,
                "p95": 7.3885615234375,
                "p99": 7.3885615234375,
                "values": [
                    7.3885615234375
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 1.0886170055563583e-06,
                "ram": 5.806840762440054e-07,
                "gpu": 1.6422235360000897e-06,
                "total": 3.311524617800453e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1034.170368,
                "max_global_vram": 1434.976256,
                "max_process_vram": 0.0,
                "max_reserved": 794.820608,
                "max_allocated": 753.606656
            },
            "latency": {
                "unit": "s",
                "count": 74,
                "total": 1.0039135370254515,
                "mean": 0.01356639914899259,
                "stdev": 0.00027392056053119463,
                "p50": 0.013478911876678466,
                "p90": 0.013805977725982667,
                "p95": 0.014158540534973145,
                "p99": 0.014669895610809325,
                "values": [
                    0.014775296211242676,
                    0.014606335639953612,
                    0.014630911827087402,
                    0.01415782356262207,
                    0.013632512092590332,
                    0.013516799926757812,
                    0.013565952301025391,
                    0.0134717435836792,
                    0.013614080429077148,
                    0.013512703895568847,
                    0.01346560001373291,
                    0.013446144104003906,
                    0.013488127708435058,
                    0.013519871711730956,
                    0.01349836826324463,
                    0.013417535781860352,
                    0.013445119857788086,
                    0.013437919616699219,
                    0.013425663948059082,
                    0.013466624259948731,
                    0.013488127708435058,
                    0.013461503982543945,
                    0.01356390380859375,
                    0.013420543670654296,
                    0.013484031677246093,
                    0.013486144065856933,
                    0.013650943756103515,
                    0.013477888107299805,
                    0.013530112266540528,
                    0.013466624259948731,
                    0.013544447898864746,
                    0.01347379207611084,
                    0.013479935646057128,
                    0.013509632110595703,
                    0.013465632438659668,
                    0.013515775680541992,
                    0.01344819164276123,
                    0.013476863861083984,
                    0.013489151954650879,
                    0.013434880256652832,
                    0.013443072319030762,
                    0.01344819164276123,
                    0.01339084815979004,
                    0.013431808471679688,
                    0.013434880256652832,
                    0.013427712440490723,
                    0.013487104415893555,
                    0.013454336166381836,
                    0.013419584274291992,
                    0.0134901762008667,
                    0.013923328399658203,
                    0.013806591987609864,
                    0.013804544448852539,
                    0.014015487670898438,
                    0.013620223999023438,
                    0.01348198413848877,
                    0.013604864120483399,
                    0.013490240097045898,
                    0.013496319770812988,
                    0.013442048072814941,
                    0.013433856010437012,
                    0.013401087760925292,
                    0.013418496131896973,
                    0.01349120044708252,
                    0.01415987205505371,
                    0.013504511833190918,
                    0.013459456443786622,
                    0.013435903549194337,
                    0.013411328315734864,
                    0.013446175575256347,
                    0.013368351936340332,
                    0.013433856010437012,
                    0.013461503982543945,
                    0.013411328315734864
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 73.71152720906474
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.5260436858973856e-07,
                "ram": 8.332171882461302e-08,
                "gpu": 3.2982576243590593e-07,
                "total": 5.657518498502576e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 1767559.3995223853
            }
        }
    }
}