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 8 years ago
- A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)☆158Jul 10, 2024Updated 2 years ago
- PyTorch implementations of neural network models for keyword spotting☆11Oct 19, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 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☆238Nov 17, 2017Updated 8 years ago
- [Re-implementation] Generalized Intersection Over Union: A Metric and a Loss for Bounding Box Regression (CVPR2019)☆15Sep 7, 2019Updated 7 years ago
- ☆14Feb 7, 2020Updated 6 years ago
- pyTorch variational autoencoder, with explainations☆11May 31, 2017Updated 9 years ago
- LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks☆245Aug 30, 2022Updated 4 years ago
- Atomo: Communication-efficient Learning via Atomic Sparsification☆29Dec 9, 2018Updated 7 years ago
- SNIP: SINGLE-SHOT NETWORK PRUNING BASED ON CONNECTION SENSITIVITY☆115Jun 26, 2019Updated 7 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- SGD with compressed gradients and error-feedback: https://arxiv.org/abs/1901.09847☆30Jul 25, 2024Updated 2 years ago
- Federated Learning framework extending the nnUNet☆16Nov 6, 2025Updated 10 months ago
- PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference☆884Jul 12, 2019Updated 7 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
- PyTorch Implementation of Weights Pruning☆185Jan 24, 2018Updated 8 years ago
- Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"☆335Jul 25, 2024Updated 2 years ago
- Programs with word vectors, RNN, NLP stuff, etc☆17Feb 28, 2017Updated 9 years ago
- Prunable nn layers for pytorch.☆48Aug 3, 2018Updated 8 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Caffe Implementation for Incremental network quantization☆190Jul 29, 2018Updated 8 years ago
- caffe pro☆19Feb 9, 2022Updated 4 years ago
- ☆12Oct 8, 2017Updated 8 years ago
- Repository containing pruned models and related information☆38Mar 17, 2021Updated 5 years ago
- MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.☆351Jul 5, 2020Updated 6 years ago
- Pytorch implementation of the paper "SNIP: Single-shot Network Pruning based on Connection Sensitivity" by Lee et al.☆110Apr 23, 2019Updated 7 years ago
- Code for the paper: Network Decoupling: From Regular to Depthwise Separable Convolutions☆13Dec 9, 2018Updated 7 years ago
- [ICLR 2020] Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks☆141Nov 5, 2020Updated 5 years ago
- Unofficial implementation of the Res2Net module in pytorch☆11Apr 8, 2019Updated 7 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.
- ☆13Sep 24, 2023Updated 2 years ago
- An alfred Synology workflow build with Synology Python API☆18Feb 16, 2023Updated 3 years ago
- ☆12Nov 29, 2017Updated 8 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 8 years ago
- Blending two images photorealistically using graphcuts☆11Dec 8, 2022Updated 3 years ago
- Caffe for Sparse and Low-rank Deep Neural Networks☆381Mar 8, 2020Updated 6 years ago
- Record experiment data easily☆14Aug 13, 2022Updated 4 years ago