MindStudio Ops Generator

✨Latest News

🔹 [2026.02.10]: msOpGen adapts to new Ascend C operator projects.
🔹 [2025.12.31]: MindStudio Ops Generator is fully open-sourced.

ℹ️ Overview

MindStudio Ops Generator (msOpGen) is a tool for automatically generating operator projects. It supports quick construction of various types of projects, allowing users to focus on the core logic and algorithm implementation of operators. This eliminates time-consuming, repetitive tasks such as build and configuration, thereby significantly improving development efficiency.

⚙️ Features

Currently, the following functions are supported:

Function	Description
Operator project creation	Guides users to create a standard Ascend custom operator project step by step.
Operator implementation framework generation	Automatically generates the operator development framework code on the host and kernel, and supports step-by-step implementation of operator functions.
Operator project build and deployment	Builds and generates a custom operator installation package (*.run) for deployment to Ascend devices in one-click mode after the development is completed.

🚀 Quick Start

For details, see msOpGen Quick Start.

📦 Installation Guide

For details about the environment dependencies and installation methods of msOpGen, see msOpGen Installation Guide.

📘 User Guide

For details about how to use the tool, see msOpGen User Guide.

💡 Typical Cases

msOpGen provides some typical cases to help users understand and get familiar with the tool. For details, see msOpGen Typical Cases.

❓ FAQ

For common questions and solutions, see msOpGen FAQ.

🌌 Intelligent Search

To improve documentation browsing efficiency, we provide multiple search methods:
🔹 AI Q&A (DeepWiki): Natural language Q&A to quickly understand project architecture and module relationships.
🔹 AI Q&A (ZRead): Better Chinese Q&A experience with precise feature and detail location.
🔹 Exact Search (ReadTheDocs): Full-text keyword search for APIs, parameters, and error messages.

🛠️ Contribution Guide

You are welcome to contribute to the project. For details, see Contribution Guide.

⚖️ Related Notes

🔹 Release Notes 🔹 License Notice 🔹 Security Statement 🔹 Disclaimer

🤝 Suggestions and Communication

You are welcome to contribute to the community. If you have any questions or suggestions, please submit Issues. We will reply as soon as possible. Thank you for your support.

Instant Chat (WeChat Group)	Official Updates (WeChat Account)	In-Depth Support (Assistant / Forum)
Scan to join the tech group	Scan to follow the official account	Scan to join the group and follow the official account for the fastest access to the MindStudio user and developer community: Quick Q&A: Discuss technical issues with community members in real time Stay Updated: Get version releases and feature updates first Knowledge Sharing: Exchange best practices and hands-on experience with fellow developers More support channels: 👉 Ascend Assistant: 👉 Ascend Forum:

🙏 Acknowledgements

This tool is jointly developed by the following Huawei departments:
🔹 Ascend Computing MindStudio Development Department
🔹 Ascend Computing Ecosystem Enablement Department
🔹 Huawei Cloud AI Compute Service
🔹 Compiler Technologies Lab, 2012 L abs 🔹 Markov Lab, 2012 Labs
Thank you to everyone in the community for your PRs. We warmly welcome your contributions.