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Search results for pytorch sparsification

sparsification x

6 search results found

Sparseml ⭐ 1,910

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

Torchprune ⭐ 130

A research library for pytorch-based neural network pruning, compression, and more.

Cplxmodule ⭐ 92

Complex-valued neural networks for pytorch and Variational Dropout for real and complex layers.

Model Compression And Acceleration Progress ⭐ 50

Repository to track the progress in model compression and acceleration

Feather is a module that enables effective sparsification of neural networks during training. This repository accompanies the paper "Feather: An Elegant Solution to Effective DNN Sparsification" (BMVC2023).

Sparsityloss ⭐ 6

(Unstructured) Weight Pruning via Adaptive Sparsity Loss

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