TropComplique / trained-ternary-quantization
Reducing the size of convolutional neural networks
☆114Updated 7 years ago
Alternatives and similar repositories for trained-ternary-quantization:
Users that are interested in trained-ternary-quantization are comparing it to the libraries listed below
- Implementation for Trained Ternary Network.☆108Updated 8 years ago
- Code example for the ICLR 2018 oral paper☆151Updated 6 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
- Implementation of Ternary Weight Networks In Caffe☆63Updated 8 years ago
- ☆53Updated 6 years ago
- Binary Convolution Network for faster real-time processing in ASICs☆56Updated 6 years ago
- XNOR-Net, with binary gemm and binary conv2d kernels, support both CPU and GPU.☆85Updated 5 years ago
- A PyTorch implementation of "Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights"☆167Updated 5 years ago
- ☆213Updated 6 years ago
- Bi-Real Net: Enhancing the Performance of 1-bit CNNs With Improved Representational Capability and Advanced Training Algorithm. In ECCV 2…☆184Updated 3 years ago
- Mayo: Auto-generation of hardware-friendly deep neural networks. Dynamic Channel Pruning: Feature Boosting and Suppression.☆114Updated 5 years ago
- DNN quantization with outlier channel splitting☆112Updated 4 years ago
- LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks☆242Updated 2 years ago
- BMXNet 2: An Open-Source Binary Neural Network Implementation Based on MXNet☆231Updated 2 years ago
- implement of DoReFaNet with tensorflow based on cifar10 dataset☆29Updated 7 years ago
- Quantized Neural Networks - networks trained for inference at arbitrary low precision.☆146Updated 7 years ago
- Reproduction of WAGE in PyTorch.☆41Updated 6 years ago
- Keras implementations of BinaryNet and XNORNet☆55Updated 7 years ago
- Bi-Real-Net Model in Pytorch https://arxiv.org/abs/1808.00278 + pre-trained fp model weights☆17Updated 5 years ago
- Implementation of BinaryConnect on Pytorch☆39Updated 3 years ago
- A PyTorch implementation of the iterative pruning method described in Han et. al. (2015)☆40Updated 6 years ago
- BNN implementation in tensorflow☆166Updated 6 years ago
- Pytorch Implementation using Binary Weighs and activation.Accuracies are comparable .☆41Updated 5 years ago
- Caffe Implementation for Incremental network quantization☆191Updated 6 years ago
- Implementation for the paper "Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization"☆74Updated 5 years ago
- Codes for Binary Ensemble Neural Network: More Bits per Network or More Networks per Bit?☆31Updated 5 years ago
- Codes for Layer-wise Optimal Brain Surgeon☆77Updated 6 years ago
- BinaryNets in TensorFlow with XNOR GEMM op☆156Updated 7 years ago
- Prune DNN using Alternating Direction Method of Multipliers (ADMM)☆108Updated 4 years ago
- ProxQuant: Quantized Neural Networks via Proximal Operators☆29Updated 6 years ago