BerriAI / litellm
github.com·3d ago
Developer Tools
GitHub Trending·11d ago·5 min read
tile-ai / tilelang
TL;DR
Tile Language (tile-lang) is a new domain-specific language that simplifies the creation of high-performance GPU/CPU/NPU kernels, enhancing developer productivity while maintaining low-level optimization capabilities. Recent updates include support for Huawei Ascend 950 NPUs and an open-sourced Language Server Protocol implementation.
✦ Why It Matters
Explore tile-lang to enhance your kernel development for high-performance applications today.
Key Takeaways
- Utilize TileLang for efficient kernel development across multiple hardware platforms.
- Leverage the new LSP for improved coding and debugging experiences.
- Explore the latest benchmarks to understand performance capabilities.
- Stay updated with TileLang's evolving features and backend support.
How It Works
Tile-lang employs a Pythonic syntax to define high-performance kernels, which are then compiled using the TVM infrastructure. This allows developers to write code that is both easy to read and optimized for various hardware backends.
The language supports features like automatic scheduling and synchronization, which streamline the development process while ensuring that the resulting code is efficient.