bemova / Deep-Compression-Compressing-Deep-Neural-Networks-with-Pruning-Trained-Quantization-and-HuffmanView on GitHub
It is a pytorch implementation of https://arxiv.org/abs/1510.00149 paper.
☆30Jun 28, 2018Updated 7 years ago
Alternatives and similar repositories for Deep-Compression-Compressing-Deep-Neural-Networks-with-Pruning-Trained-Quantization-and-Huffman
Users that are interested in Deep-Compression-Compressing-Deep-Neural-Networks-with-Pruning-Trained-Quantization-and-Huffman are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch implementation of 'Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding' by …☆427Feb 27, 2020Updated 6 years ago
- ☆10Feb 21, 2020Updated 6 years ago
- Compress neural network with pruning and quantization using TensorFlow.☆106Dec 19, 2018Updated 7 years ago
- Deep Compression: Compressing Deep Neural Networks With Pruning, Trained Quantization And Huffman Coding☆16Mar 7, 2019Updated 7 years ago
- ☆11Jul 25, 2018Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆18Sep 19, 2018Updated 7 years ago
- Implementation of FedAvg☆16May 21, 2022Updated 3 years ago
- Code for our paper "Prune and Replace NAS"☆17Jun 26, 2019Updated 6 years ago
- Simple python code to prune pytorch model☆22Feb 11, 2020Updated 6 years ago
- This project implemented an unoptimized simple convolutional neural network in ZYNQ's PL and realized data transmission through axidma dr…☆12Aug 5, 2018Updated 7 years ago
- Sparse CNN Accelerator targeting Intel FPGA☆14Aug 26, 2021Updated 4 years ago
- ☆17May 10, 2020Updated 5 years ago
- Implementation network trimming using pytorch☆15Apr 20, 2020Updated 5 years ago
- ☆405Mar 15, 2019Updated 7 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- PyTorch implementation of Towards Efficient Training for Neural Network Quantization☆16Jan 16, 2020Updated 6 years ago
- The open-souce code of FedFA: Federated Learning with Feature Anchors to Align Features and Classifiers for Heterogeneous Data, accepted …☆19Oct 21, 2023Updated 2 years ago
- Arrhythmia Detection Using Algorithm and Hardware Co-design for Neural Network Inference Accelerators☆16Jun 5, 2023Updated 2 years ago
- Knowledge distillation from Ensembles of Iterative pruning (BMVC 2020)☆25Aug 13, 2020Updated 5 years ago
- Quantize,Pytorch,Vgg16,MobileNet☆44Jan 29, 2021Updated 5 years ago
- Smooth Support Vector Machine Toolbox☆12Apr 18, 2017Updated 9 years ago
- Running Implicit ALS on Spark in Python.☆12Apr 11, 2018Updated 8 years ago
- A general method for training cost-sensitive robust classifier☆22May 29, 2019Updated 6 years ago
- DVC-P: Deep Video Compression with Perceptual Optimizations☆15Oct 18, 2021Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆20Jul 4, 2023Updated 2 years ago
- An official PyTorch implementation of the paper "Distance-aware Quantization", ICCV 2021.☆48Nov 1, 2024Updated last year
- Resize photo ID images using face recognition technology☆14Dec 7, 2020Updated 5 years ago
- skeleton variation encoder code in tensorflow☆12May 22, 2016Updated 9 years ago
- ready for AI grand challenge☆17May 11, 2022Updated 3 years ago
- Official code repo for NeurIPS 2020 paper "Improving Inference for Neural Image Compression"☆53Nov 9, 2023Updated 2 years ago
- A reproduction of PRUNING FILTERS FOR EFFICIENT CONVNETS☆28Jun 15, 2020Updated 5 years ago
- Optimizing Deep Convolutional Neural Network with Ternarized Weights and High Accuracy☆16Jan 27, 2019Updated 7 years ago
- ☆11May 31, 2023Updated 2 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.
- PyTorch implementation of Near-Lossless Post-Training Quantization of Deep Neural Networks via a Piecewise Linear Approximation☆23Feb 17, 2020Updated 6 years ago
- We propose a lossless compression algorithm based on the NTK matrix for DNN. The compressed network yields asymptotically the same NTK a…☆26Nov 23, 2023Updated 2 years ago
- Official Repository for "Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing" (ICML2021)☆10Oct 26, 2021Updated 4 years ago
- ☆19Apr 27, 2018Updated 7 years ago
- Official code implementation for "Neural Image Compression: Generalization, Robustness, and Spectral Biases" (NeurIPS 2023).☆21Feb 27, 2024Updated 2 years ago
- ☆19Apr 13, 2025Updated last year
- Code of creating *.h5 file, dealing with RGB input, etc.☆27Apr 1, 2021Updated 5 years ago