LAKSA

Welcome to the documentation. This project provides MLIR-based dialects implementing LAKSA.

Installation

• About the project
• Related projects
• Development Environment (Nix)
• Build on Ubuntu 24.04 (no Nix)
• Run in Docker
• Gurobi license
• Installing
  • The Python package
• Run the tests
• Build the documentation
• Compiling a design
• Running a design on the board

MLIR Dialects

• ‘dfg’ Dialect
  • Operations
  • Types
  • Enums
• ‘emithls’ Dialect
  • Operations
  • Types
  • Enums

Passes

• LAKSA Conversion Passes
  • -convert-affine-to-emithls
  • -convert-arith-to-emithls
  • -convert-dfg-to-emithls
  • -convert-func-to-dfg
  • -convert-index-to-emithls
  • -convert-linalg-to-laksa-loops
  • -convert-memref-pad-to-laksa-loops
  • -convert-reshaped-copy-to-loops
• DFG Passes
  • -dfg-channel-fanout-expansion
  • -dfg-collapse-unit-dims
  • -dfg-inline-embed-region
  • -dfg-io-normalization
  • -dfg-operator-to-process
• Emit HLS Passes
  • -emithls-add-io-functions
  • -emithls-fold-expression
  • -emithls-fuse-operator
  • -emithls-insert-includes
  • -emithls-loop-fusion
  • -emithls-merge-cast-chain
  • -emithls-pragma-dse
  • -emithls-pragma-insertion
  • -emithls-resolve-helpers
• Func Ext Passes
  • -func-outline-computation-leaf
• Linalg Ext Passes
  • -linalg-map-to-generic
  • -linalg-scalarize-splat-dense
  • -linalg-soft-transpose

C++ API

• C++ API Reference
  • laksa