OPR

A C++ library for efficient vector and matrix operations with multi-backend support, enabling users to create custom computational tasks.

Table of Contents

• Features
• Installation
• Examples
• Visualization
• Contact

Features TODO List

• Vector operators
• Sub-graph inside graph
• CUDA + CPU backends support
• Graph visualization
• Matrix operators
• OpenGL/OpenCL/Vulkan backends
• Examples crafting complex tasks
• Visualize all sub-graph inside master graph
• Documentation and user guide

Installation

Prerequisites

• C++17 or later
• CMake version 3.5 or later
• Ninja
• A compatible C++ compiler (e.g., GCC, Clang, MSVC)

Installation Steps

# Clone the repository
git clone https://github.com/kiennt63/opr.git

# Navigate to the project directory
cd opr

# Build the project
./scripts/build.sh

Examples

• Example code available in examples directory
• Binaries can be found in build/debug/bin

# Run cuda example
./scripts/run_example.sh

Graph Visualize

• We use graphviz to visualize the computation graph

Prerequisites

• Graphviz need to be installed

sudo apt-get install graphviz

Visualization Steps

• Generate a dot file:

graph->gen_dot("output/graph.dot");

• Generate graph visualization image from the dot file

dot -Tpng output/graph.dot -o output/graph.png

Contact

If you have any questions, suggestions, or issues, feel free to reach out:

• Kien T. Nguyen
• Email: kiennt603@gmail.com
• LinkedIn: Kien T. Nguyen
• GitHub: kiennt63

We appreciate your feedback and contributions to the project!