Compiler
Exocompilation for productive programming of hardware accelerators
You like pytorch? You like micrograd? You love tinygrad! ❤️
A model compilation solution for various hardware
A retargetable MLIR-based machine learning compiler and runtime toolkit.
An MLIR-based compiler framework bridges DSLs (domain-specific languages) to DSAs (domain-specific architectures).
The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.
A list of awesome compiler projects and papers for tensor computation and deep learning.
Development repository for the Triton language and compiler
Fast and memory-efficient exact attention
An open-source efficient deep learning framework/compiler, written in python.
A wrapper script to build whole-program LLVM bitcode files
NOVIA ontology toolset for discovery of unconventional inline accelerators
A lightweight JIT compiler based on MIR (Medium Internal Representation) and C11 JIT compiler and interpreter based on MIR
PROPELLER: Profile Guided Optimizing Large Scale LLVM-based Relinker
The docs of MoonBit programming language
An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.
Machine-Learning Accelerator System Exploration Tools
Heron: Automatically Constrained High-Performance Library Generation for Deep Learning Accelerators
Shared Middle-Layer for Triton Compilation
Mirage: Automatically Generating Fast GPU Kernels without Programming in Triton/CUDA