{
    "config": {
        "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+cu124",
            "_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": 773.12,
                "max_global_vram": 1403.518976,
                "max_process_vram": 0.0,
                "max_reserved": 773.849088,
                "max_allocated": 736.603648
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.36253564453125,
                "mean": 7.36253564453125,
                "stdev": 0.0,
                "p50": 7.36253564453125,
                "p90": 7.36253564453125,
                "p95": 7.36253564453125,
                "p99": 7.36253564453125,
                "values": [
                    7.36253564453125
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 1.0754594895841605e-06,
                "ram": 5.732178412276174e-07,
                "gpu": 0.0,
                "total": 1.6486773308117779e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1160.84736,
                "max_global_vram": 1434.976256,
                "max_process_vram": 0.0,
                "max_reserved": 794.820608,
                "max_allocated": 753.606656
            },
            "latency": {
                "unit": "s",
                "count": 70,
                "total": 1.0097878379821774,
                "mean": 0.014425540542602538,
                "stdev": 0.0007732916924862301,
                "p50": 0.01476095962524414,
                "p90": 0.015105740451812745,
                "p95": 0.015263743877410888,
                "p99": 0.016176445560455326,
                "values": [
                    0.01660108757019043,
                    0.015985664367675782,
                    0.014967871665954589,
                    0.014916607856750488,
                    0.014915583610534668,
                    0.015001600265502929,
                    0.014841856002807617,
                    0.015101951599121094,
                    0.015039487838745117,
                    0.01488486385345459,
                    0.015033344268798828,
                    0.01489401626586914,
                    0.014934016227722167,
                    0.014765055656433105,
                    0.014870528221130372,
                    0.014840831756591797,
                    0.014927871704101562,
                    0.014731264114379883,
                    0.014839712142944337,
                    0.015160320281982421,
                    0.015139840126037597,
                    0.014767104148864747,
                    0.014942208290100097,
                    0.015342592239379883,
                    0.015063039779663086,
                    0.014753791809082031,
                    0.015004672050476075,
                    0.014993408203125,
                    0.014756863594055175,
                    0.014690303802490234,
                    0.014809087753295898,
                    0.01528217601776123,
                    0.015241215705871582,
                    0.015047679901123047,
                    0.014864383697509765,
                    0.014880767822265625,
                    0.014708800315856934,
                    0.014651391983032227,
                    0.014767135620117187,
                    0.014462976455688477,
                    0.014701567649841308,
                    0.014755840301513673,
                    0.01488588809967041,
                    0.014856191635131836,
                    0.014531583786010742,
                    0.013788160324096679,
                    0.013472767829895019,
                    0.013526016235351563,
                    0.013396991729736327,
                    0.013373439788818359,
                    0.013476863861083984,
                    0.013364192008972167,
                    0.013415424346923829,
                    0.013452287673950195,
                    0.01347481632232666,
                    0.013492223739624023,
                    0.013468671798706054,
                    0.013442048072814941,
                    0.013475839614868163,
                    0.013365280151367188,
                    0.01330073642730713,
                    0.013347840309143067,
                    0.013334527969360351,
                    0.013332480430603028,
                    0.013339648246765137,
                    0.013362175941467285,
                    0.013422592163085938,
                    0.013507583618164062,
                    0.013610943794250489,
                    0.014090239524841308
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 69.32149246308853
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.665769153838689e-07,
                "ram": 9.092307769577581e-08,
                "gpu": 3.7156665527778475e-07,
                "total": 6.290666483574295e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 1589656.6804346142
            }
        }
    }
}