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unstructured-pruning

Here are 8 public repositories matching this topic...

ghimiredhikura / Awasome-Pruning

Awasome Papers and Resources in Deep Neural Network Pruning with Source Code.

awesome pytorch pruning structured-pruning unstructured-pruning

Updated Aug 30, 2024

yashbhalgat / QualcommAI-MicroNet-submission-MixNet

3rd place solution for NeurIPS 2019 MicroNet challenge

competition quantization mixnet model-pruning model-compression neurips-2019 micronet-challenge unstructured-pruning quantization-aware-training

Updated Nov 8, 2019
Python

StijnVerdenius / SNIP-it

This repository is the official implementation of the paper Pruning via Iterative Ranking of Sensitivity Statistics and implements novel pruning / compression algorithms for deep learning / neural networks. Amongst others it implements structured pruning before training, its actual parameter shrinking and unstructured before/during training.

science machine-learning computer-vision deep-learning artificial-intelligence neural-networks pruning publication speedup science-research model-compression structured-pruning unstructured-pruning structured-pruning-before-training

Updated May 22, 2023
Python

lehduong / kesi

Knowledge distillation from Ensembles of Iterative pruning (BMVC 2020)

deep-learning pytorch convolutional-neural-networks network-pruning weight-pruning image-net filter-pruning structured-pruning unstructured-pruning iterative-pruning

Updated Aug 13, 2020
Jupyter Notebook

georgeretsi / SparsityLoss

(Unstructured) Weight Pruning via Adaptive Sparsity Loss

machine-learning deep-learning pytorch weight-pruning sparsification unstructured-pruning

Updated Sep 28, 2022
Python

yashbhalgat / QualcommAI-MicroNet-submission-EfficientNet

Submission name: QualcommAI-EfficientNet. MicroNet Challenge (NeurIPS 2019) submission - Qualcomm AI Research

competition pytorch quantization mixnet model-pruning model-compression neurips-2019 efficientnet micronet-challenge unstructured-pruning quantization-aware-training

Updated Dec 19, 2019
Python

espn-neurips2020 / ESPN

ESPN: Extreme Sparse Pruned Network

neural-network-compression unstructured-pruning

Updated Dec 8, 2022
Python

unknown-yuser / LotteryTicketHypothesis

The repository contains an implementation to try experiments of Lottery Ticket Hypothesis

machine-learning deep-learning chainer pruning lottery-ticket-hypothesis unstructured-pruning

Updated Jul 16, 2022
Python

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