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transform-dialect

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joepothiboot / nano-dsp-mlir

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Small MLIR compiler: a dsp tensor dialect lowered to linalg, then tiled and vectorized by Transform-dialect schedules derived from a target model (NEON, AVX2). Includes int8 qmatmul, SIMD Mojo kernels and a C++ oracle, all tested bit-exact.

mojo compiler cpp dsl dsp neon llvm tiling image-processing simd compilers avx2 tensor vectorization quantization loop-optimization linalg mlir hardware-optimization transform-dialect
  • Updated Oct 15, 2026
  • C++

Saikiran4255 / mlir-lowering-bench

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How much of a kernel’s performance is decided by the MLIR pass pipeline before LLVM sees it? One linalg.matmul, 14 lowering pipelines, identical back-end flags, every result verified against a reference.

benchmarking llvm simd compilers code-generation performance-analysis vectorization llvm-clang loop-tiling linalg matmul mlir mlir-lang performance-analysis-and-simulation mlir-llvm linalg-cholesky-from-scratch reproducible-benchmarks transform-dialect affine-dialect
  • Updated Oct 18, 2026
  • Python

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