{
    "config": {
        "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "token-classification",
            "library": "transformers",
            "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": {},
            "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": 66697.293824,
            "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": "4.42.3",
            "transformers_commit": null,
            "accelerate_version": "0.31.0",
            "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": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 976.224256,
                "max_global_vram": 1434.976256,
                "max_process_vram": 0.0,
                "max_reserved": 794.820608,
                "max_allocated": 753.607168
            },
            "latency": {
                "unit": "s",
                "count": 71,
                "total": 1.001165760040283,
                "mean": 0.014100926197750469,
                "stdev": 0.000267251572196526,
                "p50": 0.014013440132141113,
                "p90": 0.01439948844909668,
                "p95": 0.014635488033294678,
                "p99": 0.01502689266204834,
                "values": [
                    0.014916607856750488,
                    0.01518387222290039,
                    0.01495961570739746,
                    0.014659520149230956,
                    0.014053376197814941,
                    0.013930496215820312,
                    0.013848575592041015,
                    0.014267359733581543,
                    0.013974528312683105,
                    0.014062591552734375,
                    0.014181376457214356,
                    0.014131168365478515,
                    0.01395199966430664,
                    0.01396735954284668,
                    0.013813759803771973,
                    0.013964287757873535,
                    0.013919232368469238,
                    0.014219264030456542,
                    0.014170111656188965,
                    0.013969408035278321,
                    0.0140830717086792,
                    0.013917183876037598,
                    0.01397043228149414,
                    0.014099488258361817,
                    0.014004223823547364,
                    0.013883392333984374,
                    0.0140830717086792,
                    0.01426636791229248,
                    0.014097408294677734,
                    0.013918208122253419,
                    0.014027775764465332,
                    0.013814784049987794,
                    0.013974528312683105,
                    0.013682687759399414,
                    0.013612031936645508,
                    0.013897727966308594,
                    0.014492735862731934,
                    0.014599167823791503,
                    0.01439948844909668,
                    0.014337023735046387,
                    0.014611455917358398,
                    0.01420691204071045,
                    0.014005248069763183,
                    0.014009344100952148,
                    0.013970368385314942,
                    0.014000063896179199,
                    0.013976608276367188,
                    0.014021632194519042,
                    0.013973504066467286,
                    0.014011391639709473,
                    0.014137344360351562,
                    0.014309375762939454,
                    0.014163968086242675,
                    0.014029824256896972,
                    0.01397760009765625,
                    0.014000127792358399,
                    0.014062591552734375,
                    0.01408614444732666,
                    0.014045184135437011,
                    0.014013440132141113,
                    0.014045184135437011,
                    0.013997119903564453,
                    0.014011391639709473,
                    0.013993984222412109,
                    0.014017536163330077,
                    0.014003199577331543,
                    0.014013440132141113,
                    0.013990912437438965,
                    0.014178367614746093,
                    0.01397555160522461,
                    0.014021632194519042
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 70.9173274135376
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.6926591151943416e-07,
                "ram": 9.238919925099359e-08,
                "gpu": 3.5110356726760633e-07,
                "total": 6.127586780380341e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 1631963.8315068134
            }
        }
    }
}