AojunZhou / Incremental-Network-Quantization
Caffe Implementation for Incremental network quantization
☆192Updated 6 years ago
Alternatives and similar repositories for Incremental-Network-Quantization:
Users that are interested in Incremental-Network-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
- caffe model of ICCV'17 paper - ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression https://arxiv.org/abs/1707.06342☆146Updated 6 years ago
- Caffe implementation for dynamic network surgery.☆186Updated 7 years ago
- Caffe implementation of accurate low-precision neural networks☆117Updated 6 years ago
- Implementation of Ternary Weight Networks In Caffe☆63Updated 8 years ago
- BinaryNets in TensorFlow with XNOR GEMM op☆156Updated 7 years ago
- Efficient Sparse-Winograd Convolutional Neural Networks (ICLR 2018)☆190Updated 5 years ago
- Caffe for Deep Compression☆238Updated 7 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
- Ristretto: Caffe-based approximation of convolutional neural networks.☆290Updated 5 years ago
- LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks☆242Updated 2 years ago
- Training Low-bits DNNs with Stochastic Quantization☆73Updated 7 years ago
- Incremental Network Quantization, Kmeans quantization, Iterative Pruning, Dynamic Network Surgery☆33Updated 7 years ago
- ☆213Updated 6 years ago
- implementation of Iterative Pruning for Deep neural network [Han2015].☆40Updated 6 years ago
- ☆67Updated 5 years ago
- implement of DoReFaNet with tensorflow based on cifar10 dataset☆29Updated 7 years ago
- Binary Weight Network and XNOR Network.☆63Updated 8 years ago
- A pyCaffe implementaion of the 2017 ICLR's "Pruning Filters for Efficient ConvNets" publication☆43Updated 6 years ago
- An efficient framework for convolutional neural networks☆276Updated last year
- A script to convert floating-point CNN models into generalized low-precision ShiftCNN representation☆56Updated 7 years ago
- Implementation of "Iterative pruning" on TensorFlow☆160Updated 3 years ago
- Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers https://arxiv.org/abs/1802.00124☆71Updated 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 4 years ago
- Binary Convolution Network for faster real-time processing in ASICs☆56Updated 6 years ago
- Quantized Neural Networks - networks trained for inference at arbitrary low precision.☆146Updated 7 years ago
- ☆46Updated 5 years ago
- Caffe for Sparse Convolutional Neural Network☆238Updated 2 years ago
- Caffe implementation of ICCV 2017 & TPAMI 2018 paper - ThiNet☆46Updated 6 years ago