sparsification topic

List sparsification repositories

deepsparse

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Sparsity-aware deep learning inference runtime for CPUs

sparseml

2.0k
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141
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Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

torchprune

162
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23
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A research library for pytorch-based neural network pruning, compression, and more.

Repository to track the progress in model compression and acceleration

cplxmodule

130
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27
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Complex-valued neural networks for pytorch and Variational Dropout for real and complex layers.

CRATE

1.2k
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Code for CRATE (Coding RAte reduction TransformEr).