Artificial Intelligence, Machine Learning, Parallel Computing, Diffusion Models, Content Generation.
of Colossal-AI compared to PyTorch DTensor: Colossal-AI’s device-mesh uses cluster performance metrics and profiling results to estimate the time consumption of different communication operators. This helps Colossal-AI optimize communication between nodes and improve overall system efficiency.