nowgood / QuantizeCNNModel
Implement Towards Effective Low-bitwidth Convolutional Neural Networks
☆41Updated 6 years ago
Alternatives and similar repositories for QuantizeCNNModel
Users that are interested in QuantizeCNNModel are comparing it to the libraries listed below
Sorting:
- ☆46Updated 5 years ago
- Two-Step Quantization on AlexNet☆13Updated 6 years ago
- Global Sparse Momentum SGD for pruning very deep neural networks☆44Updated 2 years ago
- ☆56Updated 4 years ago
- ☆120Updated 4 years ago
- Codes of Centripetal SGD☆63Updated 2 years ago
- source code of the paper: Robust Quantization: One Model to Rule Them All☆40Updated 2 years ago
- Code for IJCAI2019 paper☆46Updated 5 years ago
- Class Project for 18663 - Implementation of FBNet (Hardware-Aware DNAS)☆34Updated 5 years ago
- Codes for Accepted Paper : "MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization" in NeurIPS 2019☆54Updated 5 years ago
- Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression☆49Updated last year
- ☆35Updated 5 years ago
- Some recent Quantizing techniques on PyTorch☆72Updated 5 years ago
- Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers https://arxiv.org/abs/1802.00124☆72Updated 6 years ago
- Pytorch implementation for FAT: learning low-bitwidth parametric representation via frequency-aware transformation☆27Updated 4 years ago
- This repository represents training examples for the CVPR 2018 paper "SYQ:Learning Symmetric Quantization For Efficient Deep Neural Netwo…☆31Updated 5 years ago
- Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression. CVPR2020.☆64Updated 3 years ago
- Binary Convolution Network for faster real-time processing in ASICs☆56Updated 6 years ago
- Codes of Approximated Oracle Filter Pruning☆32Updated 2 years ago
- ☆46Updated 5 years ago
- Codes for AAAI2019 paper: Deep Neural Network Quantization via Layer-Wise Optimization using Limited Training Data☆41Updated 6 years ago
- PyTorch implementation of EdMIPS: https://arxiv.org/pdf/2004.05795.pdf☆59Updated 4 years ago
- Example for applying Gaussian and Laplace clipping on activations of CNN.☆34Updated 6 years ago
- Caffe implementation of ICCV 2017 & TPAMI 2018 paper - ThiNet☆46Updated 6 years ago
- ☆45Updated 5 years ago
- ☆87Updated 6 years ago
- CNN channel pruning, LeGR, MorphNet, AMC. Codebase for paper "LeGR: Filter Pruning via Learned Global Ranking"☆114Updated 5 years ago
- Caffe implementation of Optimal-Ternary-Weights-Approximation in "Two-Step Quantization for Low-bit Neural Networks" (CVPR2018).☆14Updated 6 years ago
- implement of DoReFaNet with tensorflow based on cifar10 dataset☆29Updated 7 years ago
- [ICCV 2019] Harmonious Bottleneck on Two Orthogonal Dimensions, surpassing MobileNetV2☆102Updated 5 years ago