{
    "config": {
        "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base",
        "backend": {
            "name": "pytorch",
            "version": "2.2.2+rocm5.7",
            "_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": false,
            "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 7763 64-Core Processor",
            "cpu_count": 128,
            "cpu_ram_mb": 1082015.236096,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "Advanced Micro Devices, Inc. [AMD/ATI]"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 68702699520,
            "optimum_benchmark_version": "0.3.1",
            "optimum_benchmark_commit": "35e06a8a39b8c67a2e53b499c65346db81ed78be",
            "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": 891.981824,
                "max_global_vram": 3346.497536,
                "max_process_vram": 43124.379648,
                "max_reserved": 773.849088,
                "max_allocated": 736.603648
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.37137109375,
                "mean": 7.37137109375,
                "stdev": 0.0,
                "p50": 7.37137109375,
                "p90": 7.37137109375,
                "p95": 7.37137109375,
                "p99": 7.37137109375,
                "values": [
                    7.37137109375
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1036.754944,
                "max_global_vram": 3409.420288,
                "max_process_vram": 280243.802112,
                "max_reserved": 773.849088,
                "max_allocated": 745.086976
            },
            "latency": {
                "unit": "s",
                "count": 72,
                "total": 1.0078922395706178,
                "mean": 0.01399850332736969,
                "stdev": 0.0007726656571210562,
                "p50": 0.013890772819519042,
                "p90": 0.014727058887481688,
                "p95": 0.0150066659450531,
                "p99": 0.01687113628387452,
                "values": [
                    0.014674691200256348,
                    0.014720291137695312,
                    0.014313411712646485,
                    0.014285091400146485,
                    0.014141251564025879,
                    0.014307491302490235,
                    0.013677573204040528,
                    0.013825093269348145,
                    0.014257250785827636,
                    0.013877893447875976,
                    0.013642533302307129,
                    0.014308932304382325,
                    0.013724452018737792,
                    0.014278371810913086,
                    0.014149891853332519,
                    0.016421567916870116,
                    0.014379011154174805,
                    0.017971803665161133,
                    0.015184769630432129,
                    0.014820771217346191,
                    0.014720290184020997,
                    0.015079970359802247,
                    0.014771651268005372,
                    0.014325250625610351,
                    0.014352452278137208,
                    0.014019012451171875,
                    0.013833251953125,
                    0.014727810859680175,
                    0.014312931060791016,
                    0.014021092414855958,
                    0.014253891944885255,
                    0.01342925262451172,
                    0.013129094123840331,
                    0.013331012725830078,
                    0.013723333358764649,
                    0.013194053649902344,
                    0.013377412796020508,
                    0.013164454460144043,
                    0.01390365219116211,
                    0.013327493667602539,
                    0.01330029296875,
                    0.01315037441253662,
                    0.013145414352416993,
                    0.013713091850280761,
                    0.013657732963562012,
                    0.013157573699951172,
                    0.013148934364318847,
                    0.013611332893371582,
                    0.013170052528381347,
                    0.013213574409484863,
                    0.013678052902221679,
                    0.013561893463134765,
                    0.01494668960571289,
                    0.014341252326965332,
                    0.01405149269104004,
                    0.014526692390441895,
                    0.014382051467895509,
                    0.014092931747436524,
                    0.013994372367858887,
                    0.01429709243774414,
                    0.014222691535949707,
                    0.014024771690368653,
                    0.01360157299041748,
                    0.01357485294342041,
                    0.013323174476623536,
                    0.013509734153747559,
                    0.013678531646728515,
                    0.013645893096923828,
                    0.01354141330718994,
                    0.01318621253967285,
                    0.013259973526000977,
                    0.013223012924194337
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 71.43620832984432
            },
            "energy": null,
            "efficiency": null
        }
    }
}