{
    "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 7643 48-Core Processor",
            "cpu_count": 96,
            "cpu_ram_mb": 1082028.982272,
            "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": "0.4.0",
            "optimum_benchmark_commit": "d662120356cf9cce87fb802aea1c49ce74710c29",
            "transformers_version": "4.43.3",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "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": 892.104704,
                "max_global_vram": 1334.153216,
                "max_process_vram": 41739.399168,
                "max_reserved": 773.849088,
                "max_allocated": 736.603648
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 6.84687646484375,
                "mean": 6.84687646484375,
                "stdev": 0.0,
                "p50": 6.84687646484375,
                "p90": 6.84687646484375,
                "p95": 6.84687646484375,
                "p99": 6.84687646484375,
                "values": [
                    6.84687646484375
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1036.98432,
                "max_global_vram": 2135.392256,
                "max_process_vram": 268029.763584,
                "max_reserved": 773.849088,
                "max_allocated": 745.086976
            },
            "latency": {
                "unit": "s",
                "count": 76,
                "total": 1.004804394721985,
                "mean": 0.013221110456868223,
                "stdev": 0.0014305468698743364,
                "p50": 0.012773332118988037,
                "p90": 0.014631819248199462,
                "p95": 0.01712046909332275,
                "p99": 0.01783823299407959,
                "values": [
                    0.013597174644470215,
                    0.013109972953796387,
                    0.012988052368164062,
                    0.012956691741943359,
                    0.01283701229095459,
                    0.012728852272033691,
                    0.012663731575012207,
                    0.012487250328063965,
                    0.012600690841674804,
                    0.019552080154418946,
                    0.012733331680297852,
                    0.014595739364624024,
                    0.01725143051147461,
                    0.017266950607299804,
                    0.01717302894592285,
                    0.017042787551879882,
                    0.01704486846923828,
                    0.017102949142456053,
                    0.014667899131774902,
                    0.012956531524658203,
                    0.012770292282104492,
                    0.0128922119140625,
                    0.012916051864624023,
                    0.01282341194152832,
                    0.012941332817077636,
                    0.012892051696777344,
                    0.012920533180236816,
                    0.012869651794433595,
                    0.012955733299255371,
                    0.013004532814025879,
                    0.012907571792602539,
                    0.012923892974853515,
                    0.012959572792053222,
                    0.012908053398132325,
                    0.012733490943908691,
                    0.012518771171569824,
                    0.012776371955871581,
                    0.012898773193359374,
                    0.012779091835021973,
                    0.012336050033569336,
                    0.012352049827575684,
                    0.01243109130859375,
                    0.012422450065612793,
                    0.01265061092376709,
                    0.012665170669555664,
                    0.012666291236877441,
                    0.012636691093444825,
                    0.012669330596923828,
                    0.012692212104797363,
                    0.01268965244293213,
                    0.012779252052307129,
                    0.012672531127929687,
                    0.012705012321472168,
                    0.012814452171325683,
                    0.012718771934509277,
                    0.01272533130645752,
                    0.01279989242553711,
                    0.012830772399902345,
                    0.012782611846923829,
                    0.012716370582580567,
                    0.012792692184448243,
                    0.012764211654663085,
                    0.012968852996826171,
                    0.012714451789855957,
                    0.012489330291748047,
                    0.01247173023223877,
                    0.012508851051330566,
                    0.012511731147766113,
                    0.012552050590515137,
                    0.012420530319213868,
                    0.012413649559020997,
                    0.012405328750610352,
                    0.012612852096557617,
                    0.012569491386413573,
                    0.01255333137512207,
                    0.012550291061401367
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 75.6366118611853
            },
            "energy": null,
            "efficiency": null
        }
    }
}