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Search results for pytorch sparsity
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sparsity
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9 search results found
Sparseml
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1,910
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
Nncf
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725
Neural Network Compression Framework for enhanced OpenVINO™ inference
Network Slimming
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499
Network Slimming (Pytorch) (ICCV 2017)
Deep Compression
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173
Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626
Selecsls Pytorch
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165
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 includes code for pruning the model based on implicit sparsity emerging from adaptive gradient descent methods, as detailed in the CVPR 2019 paper "On implicit filter level sparsity in Convolutional Neural Networks".
Torchprune
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130
A research library for pytorch-based neural network pruning, compression, and more.
Mmdetection
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81
OpenVINO Training Extensions Object Detection
Sconce
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14
Model Compression Made Easy
Deltarnn
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12
Latest PyTorch Implementation of DeltaGRU & DeltaLSTM that Exploits Temporal Sparsity in Sequential Data
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