Alternatives and similar repositories for mlir:

Users that are interested in mlir are comparing it to the libraries listed below

• pytorch / glow
  Compiler for Neural Network hardware accelerators
  ☆3,271Updated 10 months ago
• NervanaSystems / ngraph
  nGraph has moved to OpenVINO
  ☆1,350Updated 4 years ago
• tensorflow / runtime
  A performant and modular runtime for TensorFlow
  ☆759Updated last month
• facebookresearch / TensorComprehensions
  A domain specific language to express machine learning workloads.
  ☆1,756Updated last year
• iree-org / iree
  A retargetable MLIR-based machine learning compiler and runtime toolkit.
  ☆3,049Updated this week
• google / gemmlowp
  Low-precision matrix multiplication
  ☆1,792Updated last year
• tensor-compiler / taco
  The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs
  ☆1,287Updated 11 months ago
• dmlc / nnvm
  ☆1,658Updated 6 years ago
• google / XNNPACK
  High-efficiency floating-point neural network inference operators for mobile, server, and Web
  ☆1,982Updated this week
• jiazhihao / TASO
  The Tensor Algebra SuperOptimizer for Deep Learning
  ☆704Updated 2 years ago
• ONNC / onnc
  Open Neural Network Compiler
  ☆519Updated last year
• llvm / torch-mlir
  The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.
  ☆1,466Updated last week
• d2l-ai / d2l-tvm
  Dive into Deep Learning Compiler
  ☆647Updated 2 years ago
• microsoft / nnfusion
  A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.
  ☆979Updated 6 months ago
• facebookincubator / gloo
  Collective communications library with various primitives for multi-machine training.
  ☆1,277Updated this week
• pytorch / QNNPACK
  Quantized Neural Network PACKage - mobile-optimized implementation of quantized neural network operators
  ☆1,538Updated 5 years ago
• onnx / onnx-mlir
  Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure
  ☆830Updated this week
• tensorflow / mlir-hlo
  ☆408Updated last week
• pytorch / FBGEMM
  FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
  ☆1,274Updated this week
• Maratyszcza / NNPACK
  Acceleration package for neural networks on multi-core CPUs
  ☆1,684Updated 9 months ago
• dmlc / dlpack
  common in-memory tensor structure
  ☆959Updated last week
• halide / Halide
  a language for fast, portable data-parallel computation
  ☆6,008Updated this week
• uxlfoundation / oneDNN
  oneAPI Deep Neural Network Library (oneDNN)
  ☆3,747Updated this week
• facebookresearch / CompilerGym
  Reinforcement learning environments for compiler and program optimization tasks
  ☆936Updated 5 months ago
• google / souper
  A superoptimizer for LLVM IR
  ☆2,210Updated 6 months ago
• NervanaSystems / maxas
  Assembler for NVIDIA Maxwell architecture
  ☆981Updated 2 years ago
• apache / tvm
  Open deep learning compiler stack for cpu, gpu and specialized accelerators
  ☆12,112Updated this week
• inducer / loopy
  A code generator for array-based code on CPUs and GPUs
  ☆597Updated last week
• google / llvm-propeller
  PROPELLER: Profile Guided Optimizing Large Scale LLVM-based Relinker
  ☆403Updated this week
• mila-iqia / myia
  Myia prototyping
  ☆456Updated last year