{
    "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": 66697.293824,
            "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": "4.42.4",
            "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": 707.641344,
                "max_global_vram": 1403.518976,
                "max_process_vram": 0.0,
                "max_reserved": 773.849088,
                "max_allocated": 736.603648
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.16627783203125,
                "mean": 7.16627783203125,
                "stdev": 0.0,
                "p50": 7.16627783203125,
                "p90": 7.16627783203125,
                "p95": 7.16627783203125,
                "p99": 7.16627783203125,
                "values": [
                    7.16627783203125
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 1.1168107390403748e-06,
                "ram": 5.655328275802654e-07,
                "gpu": 1.8872237320007035e-06,
                "total": 3.569567298621344e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 989.96224,
                "max_global_vram": 1434.976256,
                "max_process_vram": 0.0,
                "max_reserved": 794.820608,
                "max_allocated": 753.606656
            },
            "latency": {
                "unit": "s",
                "count": 73,
                "total": 1.0082632656097414,
                "mean": 0.013811825556297825,
                "stdev": 0.00048790214848681233,
                "p50": 0.013806591987609864,
                "p90": 0.014389043235778809,
                "p95": 0.01467406711578369,
                "p99": 0.015160833168029787,
                "values": [
                    0.01543887996673584,
                    0.015052703857421875,
                    0.014528512001037597,
                    0.014107647895812989,
                    0.014039039611816406,
                    0.013768704414367675,
                    0.013430784225463867,
                    0.013544447898864746,
                    0.013689855575561523,
                    0.01463593578338623,
                    0.014034943580627441,
                    0.014133248329162598,
                    0.014160896301269531,
                    0.014126015663146972,
                    0.014010496139526367,
                    0.014049280166625976,
                    0.013882368087768555,
                    0.013806591987609864,
                    0.013847488403320313,
                    0.014010368347167968,
                    0.014259327888488769,
                    0.014355456352233887,
                    0.013979647636413574,
                    0.014132224082946777,
                    0.013966336250305175,
                    0.014144512176513671,
                    0.013825023651123047,
                    0.013709312438964843,
                    0.013558783531188966,
                    0.013431808471679688,
                    0.013518848419189454,
                    0.013515775680541992,
                    0.014402560234069824,
                    0.014397439956665039,
                    0.014145536422729492,
                    0.013969408035278321,
                    0.014070783615112305,
                    0.013955072402954101,
                    0.01380352020263672,
                    0.013807616233825683,
                    0.013598560333251953,
                    0.013692928314208984,
                    0.013938719749450684,
                    0.013920255661010742,
                    0.01416710376739502,
                    0.014731264114379883,
                    0.014142463684082032,
                    0.013929471969604493,
                    0.014932991981506348,
                    0.013585408210754395,
                    0.013387776374816895,
                    0.013458432197570801,
                    0.01344921588897705,
                    0.013446175575256347,
                    0.013558783531188966,
                    0.013385727882385253,
                    0.013378560066223144,
                    0.01344102382659912,
                    0.013377535820007324,
                    0.013434880256652832,
                    0.013510656356811524,
                    0.013436927795410156,
                    0.013433856010437012,
                    0.013430784225463867,
                    0.013381631851196289,
                    0.01337548828125,
                    0.013439999580383302,
                    0.01338368034362793,
                    0.012963871955871582,
                    0.01293830394744873,
                    0.012937215805053711,
                    0.01291158390045166,
                    0.01291478443145752
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 72.40172531313405
            },
            "energy": {
                "unit": "kWh",
                "cpu": 1.5868635310067072e-07,
                "ram": 8.675627466978616e-08,
                "gpu": 3.4968176122668336e-07,
                "total": 5.951243889971403e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 1680320.9858112624
            }
        }
    }
}