pruning topic

List pruning repositories

pytorch-pruning

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PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference

SelecSLS-Pytorch

338
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44
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Reference ImageNet implementation of SelecSLS CNN architecture proposed in the SIGGRAPH 2020 paper "XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera". The repository also inclu...

autorestic

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66
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Config driven, easy backup cli for restic.

keras-surgeon

407
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107
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Pruning and other network surgery for trained Keras models.

how-to-train-your-neural-net

63
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22
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Deep learning research implemented on notebooks using PyTorch.

mmrazor

1.4k
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218
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OpenMMLab Model Compression Toolbox and Benchmark.

fasterai

236
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FasterAI: Prune and Distill your models with FastAI and PyTorch

fasterai1

35
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3
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FasterAI: A repository for making smaller and faster models with the FastAI library.

Adventures-in-TensorFlow-Lite

168
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This repository contains notebooks that show the usage of TensorFlow Lite for quantizing deep neural networks.

model-optimization

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A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.