onnxruntime/docs/execution-providers/community-maintained/ArmNN-ExecutionProvider.md
Faith Xu 3681048474
[Docs] Update performance sections (#15071)
### Description
Staged: https://faxu.github.io/onnxruntime/docs/performance/

Main changes:
- Restructure performance section to break into sub-categories
- Move CUDA specific perf tuning tips to [CUDA EP
page](https://faxu.github.io/onnxruntime/docs/execution-providers/CUDA-ExecutionProvider.html#performance-tuning)
- Update [Transformer optimizer
page](https://faxu.github.io/onnxruntime/docs/performance/transformers-optimization.html)
to remove version-specific content... will be supported along with
https://github.com/microsoft/onnxruntime/pull/14964
- Fix links to point to new pages
2023-03-17 15:39:22 -07:00

36 lines
1.2 KiB
Markdown

---
title: Arm - Arm NN
description: Instructions to execute ONNX Runtime with Arm NN on Armv8 cores
grand_parent: Execution Providers
parent: Community-maintained
nav_order: 2
redirect_from: /docs/reference/execution-providers/ArmNN-ExecutionProvider
---
# ArmNN Execution Provider
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## Contents
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* TOC placeholder
{:toc}
Accelerate performance of ONNX model workloads across Armv8 cores with the ArmNN execution provider. [ArmNN](https://github.com/ARM-software/armnn) is an open source inference engine maintained by Arm and Linaro companies.
## Build
For build instructions, please see the [BUILD page](../../build/eps.md#armnn).
## Usage
### C/C++
To use ArmNN as execution provider for inferencing, please register it as below.
```
Ort::Env env = Ort::Env{ORT_LOGGING_LEVEL_ERROR, "Default"};
Ort::SessionOptions so;
bool enable_cpu_mem_arena = true;
Ort::ThrowOnError(OrtSessionOptionsAppendExecutionProvider_ArmNN(so, enable_cpu_mem_arena));
```
The C API details are [here](../../get-started/with-c.md).
## Performance Tuning
When/if using [onnxruntime_perf_test](https://github.com/microsoft/onnxruntime/tree/main/onnxruntime/test/perftest), use the flag -e armnn