{
    "config": {
        "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+rocm6.1",
            "_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": 1082015.256576,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.15.0-101-generic-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]",
                "Advanced Micro Devices, Inc. [AMD/ATI]"
            ],
            "gpu_count": 8,
            "gpu_vram_mb": 549621596160,
            "optimum_benchmark_version": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1376.935936,
                "max_global_vram": 11.333632,
                "max_process_vram": 0.0,
                "max_reserved": 773.849088,
                "max_allocated": 736.603648
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.04602099609375,
                "mean": 8.04602099609375,
                "stdev": 0.0,
                "p50": 8.04602099609375,
                "p90": 8.04602099609375,
                "p95": 8.04602099609375,
                "p99": 8.04602099609375,
                "values": [
                    8.04602099609375
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1540.653056,
                "max_global_vram": 11.313152,
                "max_process_vram": 0.0,
                "max_reserved": 773.849088,
                "max_allocated": 745.086976
            },
            "latency": {
                "unit": "s",
                "count": 68,
                "total": 1.005648921966553,
                "mean": 0.014788954734802247,
                "stdev": 0.0007473823736333777,
                "p50": 0.014745392799377442,
                "p90": 0.015748045158386233,
                "p95": 0.015766453838348387,
                "p99": 0.01646942302703857,
                "values": [
                    0.015278031349182129,
                    0.015224751472473144,
                    0.014995152473449708,
                    0.014487632751464844,
                    0.014219313621520997,
                    0.014051955223083496,
                    0.014010675430297851,
                    0.014007314682006836,
                    0.014077393531799317,
                    0.014122835159301758,
                    0.014146674156188964,
                    0.014320754051208496,
                    0.014101874351501465,
                    0.014465554237365723,
                    0.0144146728515625,
                    0.017609384536743163,
                    0.014571952819824218,
                    0.01547914981842041,
                    0.015137070655822754,
                    0.015683629989624023,
                    0.015383469581604003,
                    0.01574250888824463,
                    0.01569579029083252,
                    0.015263151168823243,
                    0.01454891300201416,
                    0.01443851375579834,
                    0.014557712554931641,
                    0.014162673950195312,
                    0.01521803092956543,
                    0.01574026870727539,
                    0.015243310928344727,
                    0.014748592376708985,
                    0.01484331226348877,
                    0.014987152099609375,
                    0.014995471000671386,
                    0.01575866985321045,
                    0.015907949447631835,
                    0.014546833038330077,
                    0.01496827220916748,
                    0.014825391769409179,
                    0.014806511878967286,
                    0.015327951431274415,
                    0.01574746894836426,
                    0.015783948898315428,
                    0.01564554977416992,
                    0.01576010990142822,
                    0.0157493896484375,
                    0.015631149291992188,
                    0.014874192237854003,
                    0.014050994873046875,
                    0.013953234672546387,
                    0.013890034675598144,
                    0.013945075035095214,
                    0.013833074569702149,
                    0.013930034637451173,
                    0.013854836463928223,
                    0.0139522762298584,
                    0.01387691593170166,
                    0.01384603500366211,
                    0.013853235244750977,
                    0.013887954711914062,
                    0.013864755630493164,
                    0.015186511993408203,
                    0.015769869804382323,
                    0.014703792572021484,
                    0.0147861909866333,
                    0.014742193222045898,
                    0.014413872718811034
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 67.61803101924036
            },
            "energy": null,
            "efficiency": null
        }
    }
}