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
  ☆3,326Updated last year
• NervanaSystems / ngraph
  nGraph has moved to OpenVINO
  ☆1,346Updated 5 years ago
• tensorflow / runtime
  A performant and modular runtime for TensorFlow
  ☆753Updated 5 months ago
• facebookresearch / TensorComprehensions
  A domain specific language to express machine learning workloads.
  ☆1,765Updated 2 years ago
• tensor-compiler / taco
  The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs
  ☆1,348Updated 9 months ago
• iree-org / iree
  A retargetable MLIR-based machine learning compiler and runtime toolkit.
  ☆3,591Updated this week
• jiazhihao / TASO
  The Tensor Algebra SuperOptimizer for Deep Learning
  ☆740Updated 3 years ago
• google / gemmlowp
  Low-precision matrix multiplication
  ☆1,832Updated 2 years ago
• llvm / torch-mlir
  The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.
  ☆1,742Updated this week
• onnx / onnx-mlir
  Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure
  ☆973Updated this week
• pytorch / FBGEMM
  FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
  ☆1,525Updated this week
• dmlc / nnvm
  ☆1,655Updated 7 years ago
• google / XNNPACK
  High-efficiency floating-point neural network inference operators for mobile, server, and Web
  ☆2,245Updated this week
• google / ml-compiler-opt
  Infrastructure for Machine Learning Guided Optimization (MLGO) in LLVM.
  ☆754Updated this week
• pytorch / QNNPACK
  Quantized Neural Network PACKage - mobile-optimized implementation of quantized neural network operators
  ☆1,550Updated 6 years ago
• tensorflow / mlir-hlo
  ☆422Updated last month
• d2l-ai / d2l-tvm
  Dive into Deep Learning Compiler
  ☆645Updated 3 years ago
• uxlfoundation / oneDNN
  oneAPI Deep Neural Network Library (oneDNN)
  ☆3,960Updated this week
• mlcommons / training
  Reference implementations of MLPerf® training benchmarks
  ☆1,739Updated last month
• facebookresearch / CompilerGym
  Reinforcement learning environments for compiler and program optimization tasks
  ☆992Updated this week
• ONNC / onnc
  Open Neural Network Compiler
  ☆530Updated 2 years ago
• microsoft / nnfusion
  A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.
  ☆1,006Updated last year
• baidu-research / DeepBench
  Benchmarking Deep Learning operations on different hardware
  ☆1,103Updated 4 years ago
• openxla / stablehlo
  Backward compatible ML compute opset inspired by HLO/MHLO
  ☆601Updated 3 weeks ago
• dmlc / dlpack
  common in-memory tensor structure
  ☆1,161Updated last week
• halide / Halide
  a language for fast, portable data-parallel computation
  ☆6,565Updated this week
• mila-iqia / myia
  Myia prototyping
  ☆461Updated 2 years ago
• inducer / loopy
  A code generator for array-based code on CPUs and GPUs
  ☆624Updated last week
• pytorch / gloo
  Collective communications library with various primitives for multi-machine training.
  ☆1,391Updated 3 weeks ago
• zdevito / ATen
  ATen: A TENsor library for C++11
  ☆714Updated 6 years ago