facebookresearch / loop_toolLinks
A thin, highly portable toolkit for efficiently compiling dense loop-based computation.
☆149Updated 3 years ago
Alternatives and similar repositories for loop_tool
Users that are interested in loop_tool are comparing it to the libraries listed below
Sorting:
- Clover: Quantized 4-bit Linear Algebra Library☆114Updated 7 years ago
- ☆138Updated 2 years ago
- A tracing JIT compiler for PyTorch☆13Updated 4 years ago
- Hashed Lookup Table based Matrix Multiplication (halutmatmul) - Stella Nera accelerator☆215Updated 2 years 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 …☆107Updated last month
- A lightweight, Pythonic, frontend for MLIR☆81Updated 2 years ago
- ☆55Updated last year
- A pure, low-level tensor program representation enabling tensor program optimization via program rewriting. See the web demo at https://g…☆72Updated 8 months ago
- Instruction THroughput Estimator using MAchine Learning (ITHEMAL)☆152Updated 4 years ago
- ☆62Updated last month
- A Data-Centric Compiler for Machine Learning☆85Updated last month
- Python interface for MLIR - the Multi-Level Intermediate Representation☆272Updated last year
- Open source cross-platform compiler for compute-intensive loops used in AI algorithms, from Microsoft Research☆116Updated 2 years ago
- Declarative MLIR compilers in Python!☆36Updated 5 years ago
- MatMul Performance Benchmarks for a Single CPU Core comparing both hand engineered and codegen kernels.☆138Updated 2 years ago
- POC work on MLIR backend☆61Updated last year
- Re-implementation of the TASO compiler using equality saturation☆139Updated 4 years ago
- Algebraic enhancements for GEMM & AI accelerators☆287Updated 11 months ago
- Unified compiler/runtime for interfacing with PyTorch Dynamo.☆104Updated last month
- A toy compiler for NumPy array expressions that uses e-graphs and MLIR☆117Updated 5 months ago
- A description of Minotaur can be found in https://arxiv.org/abs/2306.00229.☆125Updated last month
- Better bindings for Python☆19Updated 3 years ago
- NeuroVectorizer is a framework that uses deep reinforcement learning (RL) to predict optimal vectorization compiler pragmas for for loops…☆98Updated 3 years ago
- In-place Parallel Super Scalar Samplesort (IPS⁴o)☆132Updated last year
- npcomp - An aspirational MLIR based numpy compiler☆51Updated 5 years ago
- A framework that helps implementing swizzle GPU kernels☆51Updated 5 years ago
- ☆41Updated last year
- ☆49Updated last year
- MLIR-based partitioning system☆164Updated last week
- The missing pieces (as far as boilerplate reduction goes) of the upstream MLIR python bindings.☆118Updated 3 months ago