Tutorials

This section contains helpful tutorials that assist users to become familiar with the Qualcomm® AI Engine Direct workflow, and to be able to interact with Qualcomm® AI Engine Direct API and tools to enable their deep learning based use-cases.

Getting Started

• Tutorial: Executing your model on your target device

• Using the Sample App: Compile and run an app that uses your model

• Writing Your Own Sample App Tutorial: Create your own C++ application

• Saver Tutorial: Save execution sequence with Saver and replay on a backend

Advanced

• QNN HTP Shared Buffer Tutorial

• Executing with DLCs

Custom Operators

• Executing a shallow model using custom op package

• Converting and executing a CNN model with custom operations

Windows

• Windows Hibernation Tutorial

• ARM64X Tutorial

• Windows HTP Library Loading Tutorial

• Windows Error Reporting

Migrating

• Migrating from Hexagon-nn to QNN

LoRA (Low Rank Adaptation)

• LoRA Introduction

• LoRA v2

• LoRA v3

  • LoRA v3 Optimizations