# ist-daslab/spdy

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20 stars · 4 forks · Python

## Links

- GitHub: https://github.com/IST-DASLab/spdy
- Homepage: https://arxiv.org/abs/2201.13096
- awesome-repositories: https://awesome-repositories.com/repository/ist-daslab-spdy.md

## Description

This repository contains reference implementations of all methods introduced in our ICML 2022 paper: SPDY: Accurate Pruning with Speedup Guarantees. This includes the DP algorithm for efficiently solving constrained layer-wise compression problems (see dpsolve() in spdy.py), the reparametrized…

## Tags

### Part of an Awesome List

- [Weight Pruning](https://awesome-repositories.com/f/awesome-lists/ai/weight-pruning.md) — Accurate weight pruning with speedup guarantees.