Artificial Intelligence, Machine Learning, Parallel Computing, Diffusion Models, Content Generation.
greatly improving memory usage efficiency compared to classic data parallelism without sacrificing computational granularity and communication efficiency. Colossal-AI also incorporates Chunk-based memory management, which further improves the performance of ZeRO. Chunk-based memory management