Loop Optimizations: Vectorization, Register Blocking, Roofline Model and Loop Tiling

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Compiler Design Module 165 : Blocking for Fully Permutable LoopsCompiler Design Module 165 : Blocking for Fully Permutable Loops
A very short intro to the Roofline modelA very short intro to the Roofline model
Episode 5.13 - Example of Loop TilingEpisode 5.13 - Example of Loop Tiling
C++ : Loop unrolling vs Loop tilingC++ : Loop unrolling vs Loop tiling
2023 EuroLLVM - Improving Vectorization for Loops with Control Flow2023 EuroLLVM - Improving Vectorization for Loops with Control Flow
2015 LLVM Developers’ Meeting: T. Grosser & J. Doerfert “Optimistic Loop Nest Optimizations..."2015 LLVM Developers’ Meeting: T. Grosser & J. Doerfert “Optimistic Loop Nest Optimizations..."
Performance Ninja -- Loop Tiling 1Performance Ninja -- Loop Tiling 1
Loop Tiling - HTTP 203Loop Tiling - HTTP 203