An MLIR-based toolchain for AMD AI Engine-enabled devices.

A model compilation solution for various hardware

A scalable High-Level Synthesis framework on MLIR

development repository for the open earth compiler

HIR high-level synthesis compiler

An MLIR .sublime-syntax grammar

Quicksort sorting algorithm in MLIR.

The MLIR Programming language IDE submodule for SNU Programming Tools (2D Mode)

Heapsort sorting algorithm in MLIR.

A repository for showcasing my knowledge of the MLIR programming language, and continuing to learn the language.

Design space exploration tool for SODA (MLIR-HLS) optimizing neural network hardware accelerators. Uses both exhaustive search and decision trees to automate loop/memory optimizations for efficient hardware designs. Supports convolution and fully connected layers with performance or energy-oriented options.

MLIR (Multi-Level Intermediate Representation) provides a flexible and extensible framework for building reusable and modular compiler components. This repository contains an MLIR pass, which is an analysis applied to MLIR code.

Task 1: Write MLIR function for matrix-matrix multiplication. Task 2: Lower to MLIR Affine dialect, apply loop-unroll. Task 3: Generate LLVM IR. Task 4: Introduce custom vecVec operation. Task 5: Perform vector-vector multiplication, lower to LLVM IR.

A compiler module that lifts SIMD intrinsics (e.g. AVX) into architecture-independent MLIR representations, enabling automatic transformation and execution on GPU targets.