vpm_run is a VIPLite-driven tool for rapid validation of NPU model files on the Allwinner T527 board side. vpm_run serves as a common model running environment to run any NBG model file that is...

This guide walks through the full ACUITY Toolkit workflow using MobileNetV2 (Keras format) as an example: parsing, quantizing, and compiling the model, generating project code, simulating with the ...

The ACUITY Toolkit runs inside a Docker container on an x86 PC. This guide covers installing Docker on Ubuntu and setting up the ACUITY environment for Allwinner T527 / A733 NPU development. 1. ...

The Allwinner T527 / A733 SoC is equipped with the Vivante VIP9000 series NPU. The Vivante Machine Learning SDK is a powerful toolkit that helps developers deploy and accelerate AI inference tasks ...

When you write #include <stdio.h>, you are pulling in years of infrastructure that most developers never think about. This post peels back the layers: what libc and glibc actually are, how co...

Modern C/C++ development benefits greatly from rich editor features: go-to-definition, auto-complete, inline diagnostics, and find-all-references. These features are powered by a language server ru...

Python Poetry: A Complete Guide for Users and Creators Poetry is a modern dependency management and packaging tool for Python that simplifies project setup, dependency management, and distribution...

Managing users, groups, and file permissions is fundamental to Linux system administration. This guide covers the essential commands and concepts you need to effectively manage user accounts and ac...

When using Raspberry Pi Imager to flash operating systems, you might encounter issues where the early serial console doesn’t work as expected. When you want to know its IP address but do not have a...

Anaconda for Python Anaconda is a powerful Python distribution that simplifies package management and deployment for data science, machine learning, and scientific computing. Conda is Anaconda’s p...