Alternatives and similar repositories for torch-mlir:

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

• onnx / onnx-mlir
  Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure
  ☆775Updated this week
• openxla / stablehlo
  Backward compatible ML compute opset inspired by HLO/MHLO
  ☆415Updated this week
• tensorflow / mlir-hlo
  ☆400Updated this week
• iree-org / iree
  A retargetable MLIR-based machine learning compiler and runtime toolkit.
  ☆2,866Updated this week
• microsoft / nnfusion
  A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.
  ☆968Updated 2 months ago
• hidet-org / hidet
  An open-source efficient deep learning framework/compiler, written in python.
  ☆656Updated 2 weeks ago
• pytorch / FBGEMM
  FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
  ☆1,213Updated this week
• j2kun / mlir-tutorial
  MLIR For Beginners tutorial
  ☆837Updated 2 months ago
• jiazhihao / TASO
  The Tensor Algebra SuperOptimizer for Deep Learning
  ☆693Updated last year
• openxla / xla
  A machine learning compiler for GPUs, CPUs, and ML accelerators
  ☆2,740Updated this week
• buddy-compiler / buddy-mlir
  An MLIR-based compiler framework bridges DSLs (domain-specific languages) to DSAs (domain-specific architectures).
  ☆528Updated this week
• bytedance / byteir
  A model compilation solution for various hardware
  ☆379Updated this week
• pytorch / torchdynamo
  A Python-level JIT compiler designed to make unmodified PyTorch programs faster.
  ☆1,014Updated 7 months ago
• cloudcores / CuAssembler
  An unofficial cuda assembler, for all generations of SASS, hopefully ：）
  ☆406Updated last year
• alibaba / BladeDISC
  BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.
  ☆821Updated 2 weeks ago
• microsoft / triton-shared
  Shared Middle-Layer for Triton Compilation
  ☆197Updated this week
• facebookresearch / CompilerGym
  Reinforcement learning environments for compiler and program optimization tasks
  ☆916Updated last month
• siboehm / SGEMM_CUDA
  Fast CUDA matrix multiplication from scratch
  ☆513Updated 11 months ago
• llvm / Polygeist
  C/C++ frontend for MLIR. Also features polyhedral optimizations, parallel optimizations, and more!
  ☆491Updated 2 months ago
• dmlc / dlpack
  common in-memory tensor structure
  ☆911Updated 2 months ago
• tpoisonooo / how-to-optimize-gemm
  row-major matmul optimization
  ☆594Updated last year
• ROCm / composable_kernel
  Composable Kernel: Performance Portable Programming Model for Machine Learning Tensor Operators
  ☆321Updated this week
• NVIDIA / cudnn-frontend
  cudnn_frontend provides a c++ wrapper for the cudnn backend API and samples on how to use it
  ☆458Updated last month
• NVIDIA / TransformerEngine
  A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs…
  ☆2,000Updated this week
• tlc-pack / relax
  ☆196Updated last year
• onnx / optimizer
  Actively maintained ONNX Optimizer
  ☆650Updated 8 months ago
• NVIDIA / nvbench
  CUDA Kernel Benchmarking Library
  ☆526Updated last week
• NVIDIA / cccl
  CUDA Core Compute Libraries
  ☆1,319Updated this week
• yzhaiustc / Optimizing-SGEMM-on-NVIDIA-Turing-GPUs
  Optimizing SGEMM kernel functions on NVIDIA GPUs to a close-to-cuBLAS performance.
  ☆285Updated 3 years ago
• google / ml-compiler-opt
  Infrastructure for Machine Learning Guided Optimization (MLGO) in LLVM.
  ☆635Updated last week