tile-ai/tilelang — Domain-specific language designed to streamline the development of high-performa

8,009 stars | 808 forks | Python

Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels

What it does

Tile Language (tile-lang) is a domain-specific language designed to simplify the creation of high-performance GPU/CPU/NPU kernels. It leverages a Pythonic syntax and builds upon TVM, allowing developers to focus on productivity while still achieving low-level optimizations for cutting-edge performance. This is particularly valuable for accelerating AI workloads like GEMM, FlashAttention, and more.

Why it matters: Unlock peak performance for your AI models! 🚀 Tile Language simplifies kernel development with a Pythonic DSL & powerful optimizations. #TileLang

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