ShenghaiRong / awesome-model-compression-and-acceleration-1Links
a list of awesome papers on deep model ompression and acceleration
☆10Updated 7 years ago
Alternatives and similar repositories for awesome-model-compression-and-acceleration-1
Users that are interested in awesome-model-compression-and-acceleration-1 are comparing it to the libraries listed below
Sorting:
- Path-Level Network Transformation for Efficient Architecture Search, in ICML 2018.☆112Updated 7 years ago
- Mayo: Auto-generation of hardware-friendly deep neural networks. Dynamic Channel Pruning: Feature Boosting and Suppression.☆112Updated 5 years ago
- Example for applying Gaussian and Laplace clipping on activations of CNN.☆34Updated 6 years ago
- Binary Convolution Network for faster real-time processing in ASICs☆57Updated 7 years ago
- model-compression-and-acceleration-4-DNN☆21Updated 6 years ago
- Reducing the size of convolutional neural networks☆112Updated 7 years ago
- A PyTorch implementation of NASBench☆52Updated 2 years ago
- Some recent Quantizing techniques on PyTorch☆72Updated 6 years ago
- This repository represents training examples for the CVPR 2018 paper "SYQ:Learning Symmetric Quantization For Efficient Deep Neural Netwo…☆31Updated 6 years ago
- ☆20Updated 7 years ago
- Codes for AAAI2019 paper: Deep Neural Network Quantization via Layer-Wise Optimization using Limited Training Data☆41Updated 6 years ago
- A PyTorch implementation of "Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights"☆167Updated 5 years ago
- Class Project for 18663 - Implementation of FBNet (Hardware-Aware DNAS)☆34Updated 5 years ago
- ☆28Updated 5 years ago
- ☆52Updated 6 years ago
- Codes for Accepted Paper : "MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization" in NeurIPS 2019☆54Updated 5 years ago
- Tensorflow codes for "Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers"☆30Updated 6 years ago
- All about acceleration and compression of Deep Neural Networks☆33Updated 5 years ago
- Prune DNN using Alternating Direction Method of Multipliers (ADMM)☆109Updated 5 years ago
- ☆46Updated 6 years ago
- implement of DoReFaNet with tensorflow based on cifar10 dataset☆28Updated 7 years ago
- ☆47Updated 5 years ago
- ☆57Updated 4 years ago
- LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks☆242Updated 3 years ago
- ☆55Updated 6 years ago
- Code for paper "Energy-Constrained Compression for Deep Neural Networks via Weighted Sparse Projection and Layer Input Masking"☆18Updated 6 years ago
- ☆214Updated 6 years ago
- implementation of Iterative Pruning for Deep neural network [Han2015].☆40Updated 7 years ago
- Implementation for Trained Ternary Network.☆107Updated 8 years ago
- Code example for the ICLR 2018 oral paper☆152Updated 7 years ago