Mirage Persistent Kernel: Compiling and Running Tensor Programs for Mega-Kernelization
Analysis
This research explores a novel compiler and runtime system, the Mirage Persistent Kernel, designed to optimize tensor programs through mega-kernelization. The system's potential impact lies in significantly improving the performance of computationally intensive AI workloads.
Key Takeaways
- •Mirage Persistent Kernel focuses on mega-kernelizing tensor programs.
- •The system includes both a compiler and a runtime component.
- •The core goal is to enhance the performance of AI workloads.
Reference
“The article is sourced from ArXiv, suggesting it's a peer-reviewed research paper.”