Implementation of high-performance graph neural network distributed learning framework

• Main Author: Lee, Cheng Han
• Other Authors: Luo Siqiang
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/166564
• Institution: Nanyang Technological University

Graph Neural Network (GNN), which uses a neural network architecture to effectively learn information organized in graphs with nodes and edges, has been a popular topic in deep learning research in recent years. Generally, distributed deep learning uses multiple devices to collaboratively train a gl...