{
    "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_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": 66697.285632,
            "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": 707.616768,
                "max_global_vram": 1403.518976,
                "max_process_vram": 0.0,
                "max_reserved": 773.849088,
                "max_allocated": 736.603648
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.14146728515625,
                "mean": 7.14146728515625,
                "stdev": 0.0,
                "p50": 7.14146728515625,
                "p90": 7.14146728515625,
                "p95": 7.14146728515625,
                "p99": 7.14146728515625,
                "values": [
                    7.14146728515625
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 1.0722320940759448e-06,
                "ram": 5.718222833516506e-07,
                "gpu": 1.6747235619986311e-06,
                "total": 3.3187779394262266e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 989.958144,
                "max_global_vram": 1434.976256,
                "max_process_vram": 0.0,
                "max_reserved": 794.820608,
                "max_allocated": 753.606656
            },
            "latency": {
                "unit": "s",
                "count": 73,
                "total": 1.0003013772964475,
                "mean": 0.013702758593102025,
                "stdev": 0.0003356957409998815,
                "p50": 0.01355059242248535,
                "p90": 0.014180761528015137,
                "p95": 0.0143071231842041,
                "p99": 0.014734663391113281,
                "values": [
                    0.014951423645019531,
                    0.014416895866394042,
                    0.014153727531433105,
                    0.013728768348693847,
                    0.01355059242248535,
                    0.013402112007141113,
                    0.01337548828125,
                    0.01343283176422119,
                    0.013869024276733399,
                    0.013463552474975587,
                    0.01344819164276123,
                    0.013509632110595703,
                    0.013541376113891602,
                    0.01349120044708252,
                    0.013447168350219727,
                    0.013443072319030762,
                    0.0133253755569458,
                    0.013322239875793456,
                    0.013383647918701173,
                    0.013370368003845215,
                    0.01363865566253662,
                    0.013859840393066406,
                    0.013466624259948731,
                    0.013424639701843261,
                    0.013514752388000489,
                    0.013466624259948731,
                    0.013268992424011231,
                    0.013431808471679688,
                    0.014005248069763183,
                    0.014054304122924804,
                    0.013991935729980469,
                    0.014024703979492188,
                    0.014385151863098144,
                    0.014650367736816406,
                    0.014197759628295899,
                    0.014104576110839843,
                    0.014114815711975098,
                    0.014020607948303223,
                    0.013949952125549316,
                    0.013992863655090332,
                    0.013773887634277344,
                    0.013833215713500976,
                    0.014011391639709473,
                    0.014187520027160644,
                    0.014255104064941406,
                    0.013804544448852539,
                    0.013557760238647461,
                    0.013619199752807617,
                    0.013574144363403321,
                    0.013567008018493653,
                    0.013578240394592284,
                    0.013517824172973633,
                    0.013480959892272949,
                    0.013558783531188966,
                    0.013495295524597169,
                    0.013512703895568847,
                    0.013514752388000489,
                    0.013496288299560547,
                    0.013508607864379883,
                    0.013509632110595703,
                    0.013531200408935547,
                    0.013558815956115723,
                    0.013520895957946777,
                    0.013575103759765625,
                    0.014226431846618653,
                    0.01358847999572754,
                    0.013521856307983398,
                    0.013549568176269532,
                    0.013513728141784668,
                    0.013575167655944824,
                    0.013536255836486816,
                    0.01351574420928955,
                    0.013540351867675781
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 72.9780060858257
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.5419006003617896e-07,
                "ram": 8.421966173799163e-08,
                "gpu": 3.4364385355845287e-07,
                "total": 5.820535753326235e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 1718054.9048745804
            }
        }
    }
}