Tools · MarkTechPost ·
Designing High-Performance GPU Kernels with TileLang: Tensor-Core GEMM, Fused Softmax, FlashAttention, and Autotuning
A tutorial introduces TileLang, a Python-based domain-specific language for developing optimized GPU kernels. It demonstrates tensor-core GEMM, fused softmax, FlashAttention, and autotuning while the compiler manages thread mapping, memory layouts, and CUDA instruction generation.