ai-pipe

A lightweight pipeline framework based on DAG model.

The pipeline module framework supports DAG-based logic construction, enabling the direct creation of pipelines through configuration files once computing nodes are defined and registered. Plans include supporting additional platforms in the future.

Features ✨

• Easy to use: Simple API for inference.
• High decoupling and scalability: Standardized interface design and new node registration process.

Env 🛠️

• CMake 3.15+
• GCC 11+

Build 🚀

git clone https://github.com/sinterwong/ai-pipe.git --recurse-submodules
cd ai-pipe
mkdir build
cd build
cmake ..
make -j$(nproc)

Project Structure 🏗️

ai-pipe/
├── assets/
├── benchmarks/
├── cmake/
├── doc/
├── examples/
├── scripts/
├── src/
├── tests/
└── README.md

Roadmap 🗺️

• Design and implement native pipeline module
• Build CI
• Implement pipeline builder in examples
• Support Execution Engine registration mechanism
• Implement an engine with a frame-skipping type backpressure mechanism