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neural-network-pruning

Here are 10 public repositories matching this topic...

MingSun-Tse / ASSL

[NeurIPS'21 Spotlight] Aligned Structured Sparsity Learning for Efficient Image Super-Resolution (PyTorch)

pruning super-resolution model-compression filter-pruning neural-network-pruning

Updated Apr 5, 2022
Python

MingSun-Tse / Awesome-Pruning-at-Initialization

[IJCAI'22 Survey] Recent Advances on Neural Network Pruning at Initialization.

model-compression efficient-deep-learning neural-network-pruning pruning-at-initialization

Updated Oct 10, 2023

MingSun-Tse / Smile-Pruning

A generic code base for neural network pruning, especially for pruning at initialization.

model-compression efficient-deep-learning neural-network-pruning pruning-at-initialization

Updated Sep 3, 2022
Python

MingSun-Tse / SRP

[ICLR'22] PyTorch code for our paper "Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning"

pruning super-resolution model-compression neural-network-pruning

Updated Feb 18, 2023
Python

IlanPrice / DCTpS

Code for testing DCT plus Sparse (DCTpS) networks

deep-learning neural-network-compression sparse-neural-networks neural-network-pruning

Updated Jun 15, 2021
Python

snu-mllab / Efficient-CNN-Depth-Compression

Official PyTorch implementation of "Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming" (ICML'23)

compression cnn pruning model-compression neural-network-compression neural-network-pruning

Updated Jul 11, 2024
Python

Compressed-DNNs-Forget

lattice-ai / Compressed-DNNs-Forget

Minimal Reproducibility Study of (https://arxiv.org/abs/1911.05248). Experiments with Compression of Deep Neural Networks

deep-neural-networks sparsity deep-learning neural-network tensorflow pruning deeplearning celeba celeba-dataset tensorflow-lite tflite sparsity-optimization model-optimization neural-network-pruning tracker-misc

Updated Jun 4, 2021
Python

r-papso / torch-optimizer

PyTorch models optimization by neural network pruning

deep-learning optimization pytorch pruning model-compression neural-network-pruning

Updated Apr 17, 2022
Python

vi2enne / Neural-Network-Pruning

pruning audio-classification model-compression neural-network-compression sparsification model-optimization neural-network-pruning

Updated Sep 14, 2022
Python

GabrieleCuni / MachineLearning4IoT

Laboratories and group projects about Neural Networks altered by means of quantization and pruning techniques in order to deploy them on embedded hardware.

mqtt raspberry-pi iot microservices deep-learning neural-network embedded-systems rest-server neural-network-quantization neural-network-pruning

Updated Sep 2, 2021
Python

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