Welcome to OptML! This repository is designed for those new to MLIR and machine learning-based optimizations. As a compiler enthusiast, I wanted to create a platform for hobbyists like myself to experiment with and benchmark new optimizations on real ML models in an out-of-tree manner.
☆20Sep 16, 2024Updated last year
Alternatives and similar repositories for OptML
Users that are interested in OptML are comparing it to the libraries listed below
Sorting:
- ASTER 💫 : Assembly Tooling and Representations☆24Updated this week
- MLIR based Tiny Graph Compiler [dev-stage]☆20Nov 22, 2024Updated last year
- Retargetable ML compilers for the twenty-first century!☆13Apr 22, 2025Updated 10 months ago
- Cuda matrix computation library that is specified for small matrix operation (3x3, 4x4, 1x3, 1x4, etc.). Including buffer☆18Mar 8, 2024Updated 2 years ago
- Yaksa: High-performance Noncontiguous Data Management☆16Oct 1, 2025Updated 5 months ago
- gups mirror☆11Oct 25, 2015Updated 10 years ago
- Generate SQL from TableGen code - This is part of the tutorial "How to write a TableGen backend" in 2021 LLVM Developers' Meeting.☆34Feb 18, 2023Updated 3 years ago
- Vstream - Video Analytics pipeline with Hardware based accelerations (dev - stage)☆10Feb 2, 2024Updated 2 years ago
- LD linker script grammar for tree-sitter☆11Nov 19, 2023Updated 2 years ago
- Parse objdump files using tree-sitter☆13Nov 22, 2023Updated 2 years ago
- Preview markdown files in yazi with mdcat☆10Apr 24, 2025Updated 10 months ago
- Arithmetic multiplier benchmarks☆12Nov 13, 2017Updated 8 years ago
- csv grammar for tree-sitter☆11Nov 13, 2025Updated 4 months ago
- TOML grammar for tree-sitter☆15Jul 10, 2025Updated 8 months ago
- Parallel Graph Input Output☆18Jul 18, 2023Updated 2 years ago
- ☆15Updated this week
- Website for CS 265☆33Dec 27, 2024Updated last year
- IREE compiler and runtime for Snitch☆14Oct 9, 2025Updated 5 months ago
- ARIES: An Agile MLIR-Based Compilation Flow for Reconfigurable Devices with AI Engines (FPGA 2025 Best Paper Nominee)☆60Mar 8, 2026Updated 2 weeks ago
- Header-only C++20 wrapper for MPI 4.0.☆47Jan 29, 2026Updated last month
- NeRF (Neural Radiance Field) TensorFlow v2 Keras Re-Implementation☆11Dec 15, 2022Updated 3 years ago
- Chapel HyperGraph Library (CHGL) - HPC-class Hypergraphs in Chapel☆33Oct 29, 2020Updated 5 years ago
- ☆20Sep 28, 2024Updated last year
- Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.☆15Aug 31, 2023Updated 2 years ago
- ☆17Mar 13, 2026Updated last week
- Driving Snax with MLIR☆20Updated this week
- Marvelous RISC-V Operating System, by donaldsebleung☆22Oct 15, 2022Updated 3 years ago
- C/C++ Guide☆22Jan 3, 2022Updated 4 years ago
- Dumps all resources from a PE file (EXE, DLL, ...)☆11Jan 13, 2019Updated 7 years ago
- C++ demo of deep neural networks (MLP, CNN)☆33Dec 28, 2023Updated 2 years ago
- SST Macro Element Library☆36Nov 5, 2025Updated 4 months ago
- Program in English! LLM-enabled programming framework☆20Updated this week
- ☆43Jun 3, 2024Updated last year
- Fork of Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.githu…☆15Jun 6, 2025Updated 9 months ago
- ☆14Sep 27, 2021Updated 4 years ago
- Multiplying... backward?☆14Jul 22, 2020Updated 5 years ago
- Pure haskell encoding of MLIR for printing, parsing, and mutating MLIR within haskell☆17Oct 30, 2020Updated 5 years ago
- Shows CPUID features and instruction encodings used by x86/x64 binaries☆18Jan 2, 2026Updated 2 months ago
- CPrune: Compiler-Informed Model Pruning for Efficient Target-Aware DNN Execution☆17Jun 25, 2023Updated 2 years ago