facebookresearch / loop_tool
A thin, highly portable toolkit for efficiently compiling dense loop-based computation.
☆148Updated 2 years ago
Alternatives and similar repositories for loop_tool:
Users that are interested in loop_tool are comparing it to the libraries listed below
- ☆131Updated last year
- Clover: Quantized 4-bit Linear Algebra Library☆112Updated 6 years ago
- MatMul Performance Benchmarks for a Single CPU Core comparing both hand engineered and codegen kernels.☆127Updated last year
- The missing pieces (as far as boilerplate reduction goes) of the upstream MLIR python bindings.☆79Updated this week
- A pure, low-level tensor program representation enabling tensor program optimization via program rewriting. See the web demo at https://g…☆71Updated 8 months ago
- Nod.ai 🦈 version of 👻 . You probably want to start at https://github.com/nod-ai/shark for the product and the upstream IREE repository …☆106Updated last month
- Re-implementation of the TASO compiler using equality saturation☆123Updated 3 years ago
- Open source cross-platform compiler for compute-intensive loops used in AI algorithms, from Microsoft Research☆109Updated last year
- A tracing JIT compiler for PyTorch☆12Updated 3 years ago
- MLIR-based partitioning system☆62Updated this week
- A Data-Centric Compiler for Machine Learning☆82Updated last year
- ☆51Updated 6 months ago
- Training neural networks in TensorFlow 2.0 with 5x less memory☆130Updated 2 years ago
- A lightweight, Pythonic, frontend for MLIR☆80Updated last year
- Declarative MLIR compilers in Python!☆33Updated 4 years ago
- Conversions to MLIR EmitC☆126Updated 2 months ago
- ☆48Updated 11 months ago
- A description of Minotaur can be found in https://arxiv.org/abs/2306.00229.☆100Updated 6 months ago
- POC work on MLIR backend☆53Updated 5 months ago
- IREE's PyTorch Frontend, based on Torch Dynamo.☆71Updated this week
- Instruction THroughput Estimator using MAchine Learning (ITHEMAL)☆145Updated 3 years ago
- Hashed Lookup Table based Matrix Multiplication (halutmatmul) - Stella Nera accelerator☆208Updated last year
- Intel® Extension for MLIR. A staging ground for MLIR dialects and tools for Intel devices using the MLIR toolchain.☆130Updated this week
- An experimental ahead of time compiler for Relay.☆50Updated 4 years ago
- Python interface for MLIR - the Multi-Level Intermediate Representation☆240Updated 2 months ago
- npcomp - An aspirational MLIR based numpy compiler☆51Updated 4 years ago
- Unified compiler/runtime for interfacing with PyTorch Dynamo.☆100Updated this week
- ☆23Updated last year
- MLIRX is now defunct. Please see PolyBlocks - https://docs.polymagelabs.com☆38Updated last year
- An experimental CPU backend for Triton (https//github.com/openai/triton)☆38Updated 9 months ago