llvm-propeller
Recompilation optimizer
An optimization tool for improving the performance of large-scale software recompilation using profiling and relinking techniques.
PROPELLER: Profile Guided Optimizing Large Scale LLVM-based Relinker
381 stars
16 watching
36 forks
Language: C++
last commit: 2 months ago
Linked from 1 awesome list
Related projects:
Repository | Description | Stars |
---|---|---|
| A package that provides tools for finding and improving the parameters of a mathematical model to optimize its performance | 196 |
| Automates model building and deployment process by optimizing hyperparameters and compressing models for edge computing. | 200 |
| This project presents an optimization technique for large-scale image models to reduce computational requirements while maintaining performance. | 106 |
| An open-source project providing hardware accelerated, batchable and differentiable optimizers in JAX for deep learning. | 941 |
| An optimization technique for large language models allowing them to run on limited hardware resources without significant performance loss. | 9 |
| A library of optimized GPU kernels for sparse matrix operations used in deep learning. | 248 |
| A flexible framework for LLM inference optimizations with support for multiple models and architectures | 771 |
| A Redux reducer library that optimizes state management by memoizing and linking dependencies between reducers. | 163 |
| An optimizer that automatically tunes momentum and learning rate using local quadratic approximation. | 287 |
| A tool that extracts and optimizes high-level code snippets into LLVM IR using MLIR for high-level synthesis | 37 |
| A collection of algorithms for hyperparameter optimization in machine learning models | 417 |
| A high-performance software optimization tool for removing unnecessary geometric data in 3D rendering pipelines | 35 |
| Improves utility-privacy tradeoff in federated learning by reprogramming models to balance data utility and user privacy. | 5 |
| A tool for optimizing large language models by collecting feedback and metrics to improve their performance over time | 1,245 |
| A Magento module that prevents unnecessary URL rewrites for products with category paths when the 'Use Categories Path for Product URLs' setting is disabled. | 59 |