Artificial Intelligence, Machine Learning, Parallel Computing, Diffusion Models, Content Generation.
Graph Tracing Colossal-AI is the first auto-parallelism system that uses static graph analysis based on the PyTorch framework. Obtaining a static execution plan for PyTorch, a dynamic graph framework, has long been an area of research in the field of machine learning systems. Colossal-AI’s parallel