A PyTorch implementation of the iterative pruning method described in Han et. al. (2015)
☆40Dec 27, 2018Updated 7 years ago
Alternatives and similar repositories for PyTorch-Deep-Compression
Users that are interested in PyTorch-Deep-Compression are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626☆182Nov 10, 2022Updated 3 years ago
- PyTorch implementation of 'Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding' by …☆429Feb 27, 2020Updated 6 years ago
- implementation of Iterative Pruning for Deep neural network [Han2015].☆40Jul 17, 2018Updated 7 years ago
- A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)☆158Jul 10, 2024Updated last year
- PyTorch implementations of neural network models for keyword spotting☆11Oct 19, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This is a PyTorch implementation of the Scalpel. Node pruning for five benchmark networks and SIMD-aware weight pruning for LeNet-300-100…☆41Nov 7, 2018Updated 7 years ago
- This is my final year project of Bachelor of Engineering. Its still incomplete though. I am trying to replicate the research paper "Deep …☆77Sep 21, 2017Updated 8 years ago
- Caffe for Deep Compression☆239Nov 17, 2017Updated 8 years ago
- Deep Neural Network Compression based on Student-Teacher Network☆14Jul 6, 2023Updated 2 years ago
- ☆14Feb 7, 2020Updated 6 years ago
- Pruning methods for pytorch with an optimizer-like interface☆15Apr 14, 2020Updated 6 years ago
- pyTorch variational autoencoder, with explainations☆11May 31, 2017Updated 9 years ago
- Adaptive gradient sparsification for efficient federated learning: an online learning approach☆18Oct 31, 2020Updated 5 years ago
- LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks☆245Aug 30, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Atomo: Communication-efficient Learning via Atomic Sparsification☆29Dec 9, 2018Updated 7 years ago
- ☆11Jul 24, 2018Updated 7 years ago
- SNIP: SINGLE-SHOT NETWORK PRUNING BASED ON CONNECTION SENSITIVITY☆115Jun 26, 2019Updated 7 years ago
- ☆22Apr 6, 2021Updated 5 years ago
- PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference☆885Jul 12, 2019Updated 6 years ago
- A tool to visualize feature spaces commonly used in object detection.☆17Oct 23, 2014Updated 11 years ago
- Paper notes☆12Apr 27, 2018Updated 8 years ago
- Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"☆336Jul 25, 2024Updated last year
- Programs with word vectors, RNN, NLP stuff, etc☆17Feb 28, 2017Updated 9 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- PyTorch Implementation of Weights Pruning☆185Jan 24, 2018Updated 8 years ago
- Caffe Implementation for Incremental network quantization☆190Jul 29, 2018Updated 7 years ago
- caffe pro☆19Feb 9, 2022Updated 4 years ago
- Prunable nn layers for pytorch.☆48Aug 3, 2018Updated 7 years ago
- Repository containing pruned models and related information☆38Mar 17, 2021Updated 5 years ago
- Compress neural network with pruning and quantization using TensorFlow.☆106Dec 19, 2018Updated 7 years ago
- MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.☆352Jul 5, 2020Updated 5 years ago
- Learning to share: simultaneous parameter tying and sparsification in deep learning☆13Aug 21, 2018Updated 7 years ago
- [ICLR 2020] Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks☆141Nov 5, 2020Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code for the paper: Network Decoupling: From Regular to Depthwise Separable Convolutions☆13Dec 9, 2018Updated 7 years ago
- Unofficial implementation of the Res2Net module in pytorch☆11Apr 8, 2019Updated 7 years ago
- We implement an efficient mechanism for compressing large networks by {\em tensorizing\/} network layers: i.e. mapping layers on to high-…☆11Jul 10, 2018Updated 7 years ago
- ☆13Apr 16, 2018Updated 8 years ago
- Blending two images photorealistically using graphcuts☆11Dec 8, 2022Updated 3 years ago
- A Signal Propagation Perspective for Pruning Neural Networks at Initialization☆14Jun 23, 2020Updated 6 years ago
- Fork of the differential privacy module of TF/models/research☆14Oct 9, 2019Updated 6 years ago