Report on PyTorch Fully Sharded Data Parallel (FSDP): Architecture, Performance, and Practice
Executive Summary The exponential growth in the size of deep learning models has precipitated a significant challenge in high-performance computing: the “memory wall.” Traditional distributed training methods, particularly Distributed Data Read More …