Abstract: While polyhedral compilers have shown success in implementing advanced code transformations, they still face challenges in selecting the ones that lead to the most profitable speedups. This ...
[2025/06] We released Mirage Persistent Kernel (MPK), a compiler and runtime that automatically transforms multi-GPU LLM inference into a high-performance megakernel. Mirage Persistent Kernel (MPK) is ...
May. 2nd, 2024: Vision Mamba (Vim) is accepted by ICML2024. 🎉 Conference page can be found here. Feb. 10th, 2024: We update Vim-tiny/small weights and training scripts. By placing the class token at ...
Over 90% of production toolchains now rely on open-source compilers, driven by flexibility, cost efficiency, and strong community ecosystems Compilers like Rust and Zig are gaining traction for memory ...
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