mlir

There are 17 repositories under mlir topic.

• Tencent / ncnn

  ncnn is a high-performance neural network inference framework optimized for the mobile platform

  inferencehigh-preformancesimdarm-neondeep-learningartificial-intelligenceandroidiosncnnvulkanneural-networkcaffemxnetpytorchonnxdarknettensorflowmlirkerasriscv
  Language:C++ 19172

• openxla / iree

  A retargetable MLIR-based machine learning compiler and runtime toolkit.

  mlirvulkantensorflowspirvcudajaxpytorch
  Language:C++ 2377

• llvm / circt

  Circuit IR Compilers and Tools

  circtllvmmlir
  Language:C++ 1511

• nod-ai / SHARK

  SHARK - High Performance Machine Learning Distribution

  amdapple-silicondeep-learningmachine-learningmlirnvidiapytorch
  Language:Python 1381
• torch-mlir

  llvm / torch-mlir

  The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.

  pytorchcompilermlir
  Language:C++ 1171

• zama-ai / concrete

  Concrete: TFHE Compiler that converts python programs into FHE equivalent

  fhetfhehomomorphic-encryptionhomomorphic-encryption-librarypaillierprivacygdprcryptographycompilercryptoencryptionllvmmlirpythonsecurity
  Language:C++ 1104

• alibaba / BladeDISC

  BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.

  compilerdeep-learningmachine-learningpytorchtensorflowinference-optimizationmlirneural-network
  Language:C++ 745

• j2kun / mlir-tutorial

  MLIR For Beginners tutorial

  compilersmlirtutorial
  Language:C++ 536

• MegEngine / MegCC

  MegCC是一个运行时超轻量，高效，移植简单的深度学习模型编译器

  armcompilerdeep-learninghigh-performancemachine-learningmlirmodel-compiler
  Language:C++ 458

• trailofbits / vast

  VAST is an experimental compiler pipeline designed for program analysis of C and C++. It provides a tower of IRs as MLIR dialects to choose the best fit representations for a program analysis or further program abstraction.

  clangmlirprogram-analysisccompiler-frontendcompilerscppintermediate-representation
  Language:C++ 334

• bytedance / byteir

  A model compilation solution for various hardware

  llmllvmmlirmlsysonnxpytorchtensorflow
  Language:MLIR 292

• raviqqe / melior

  The rustic MLIR bindings in Rust

  rustllvmmlir
  Language:Rust 245

• larq / compute-engine

  Highly optimized inference engine for Binarized Neural Networks

  larqbinarized-neural-networkstflitetensorflowmlirbnnraspberry-pikerasarmv8aarch64inferencesimdandroidaarch32armv7
  Language:C++ 239

• Xilinx / mlir-aie

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

  llvmmlir
  Language:MLIR 218

• JackonYang / paper-reading

  比做算法的懂工程落地，比做工程的懂算法模型。

  computer-architecturearxivchip-designllmmlirtvm
  Language:Jupyter Notebook 216

• hanchenye / scalehls

  A scalable High-Level Synthesis framework on MLIR

  hlsmlircompilerllvmfpga
  Language:MLIR 191

• spcl / pymlir

  Python interface for MLIR - the Multi-Level Intermediate Representation

  mlircompilerspythonllvm
  Language:Python 183

• lingo-db / lingo-db

  LingoDB: A new analytical database system that blurs the lines between databases and compilers.

  databasemlir
  Language:C++ 177

• google / heir

  A compiler for homomorphic encryption

  homomorphic-encryptionmlir
  Language:C++ 174

• ego / awesome-mojo

  Awesome Mojo🔥

  mojoawesomeawesome-mojopythoncompilerscppllvmmlirprogramming-languageartificial-intelligencebenchmarkmachine-learningperformancefuture-aifuture-technologieshardware-accelerationmojo-languagemojolangmojo-langhacktoberfest
  Language:Python 159

• beaver-lodge / beaver

  Beaver is a LLVM/MLIR Toolkit in Elixir and Zig.

  elixirgpumlircompilerzig
  Language:Elixir 135

• Pylir / Pylir

  An optimizing ahead-of-time Python Compiler

  compilerllvmmlir
  Language:C++ 127

• MLIR-China / mlir-playground

  Play with MLIR right in your browser

  browserclangcompilerllvmmlirplaygroundwebassembly
  Language:TypeScript 114
• LLVM-Guide

  mikeroyal / LLVM-Guide

  LLVM (Low Level Virtual Machine) Guide. Learn all about the compiler infrastructure, which is designed for compile-time, link-time, run-time, and "idle-time" optimization of programs. Originally implemented for C/C++ , though, has a variety of front-ends, including Java, Python, etc.

  llvmclangcompilerclang-formatclang-frontendclang-toolchaincompiler-designcompliersllvm-clangllvm-frontenddebuggerllvm-irruntime-systemruntime-verificationbuild-toolmlirllvm-passparallel-programmingassemblerebpf-programs
  Language:C++ 110

• iml130 / mlir-emitc

  Conversions to MLIR EmitC

  mlircode-generation
  Language:C++ 108

• kumasento / polymer

  Bridging polyhedral analysis tools to the MLIR framework

  mlirpolyhedral
  Language:C++ 97

• lambdaclass / cairo_native

  A compiler to convert Cairo's intermediate representation "Sierra" code to MLIR.

  cairomlirrust
  Language:Rust 97

• qir-alliance / qcor

  C++ compiler for heterogeneous quantum-classical computing built on Clang and XACC

  quantum-computingcompilersqirmlir
  Language:C++ 96

• PennyLaneAI / catalyst

  A JIT compiler for hybrid quantum programs in PennyLane

  jitmlirqirquantum-compilerautodiffautomatic-differentiationjaxllvmpythonquantumquantum-computingpennylane
  Language:Python 93

• google / mlir-hs

  Haskell bindings for MLIR

  mlirllvmhaskell
  Language:Haskell 89

• Lewuathe / mlir-hello

  MLIR Sample dialect

  mlirllvmdialect
  78

• spcl / open-earth-compiler

  development repository for the open earth compiler

  mlircompilerhigh-performance-computingstencilweatherclimate
  Language:MLIR 71

• jmgorius / mlir-standalone-template

  An out-of-tree MLIR dialect template.

  mlirllvmstandalone
  Language:CMake 69

• sifive / chisel-circt

  Library to compile Chisel circuits using LLVM/MLIR (CIRCT)

  chiselcirctmlirscala
  Language:Scala 68

• pmatos / nora

  An experimental Racket implementation using LLVM/MLIR

  racketmlirllvm-frontend
  Language:C++ 55

• opencompl / lean-mlir

  embedding MLIR in LEAN

  lean4mlirllvmcompilers
  Language:Lean 47