wenwei202 / iss-rnns
Sparse Recurrent Neural Networks -- Pruning Connections and Hidden Sizes (TensorFlow)
☆74Updated 4 years ago
Alternatives and similar repositories for iss-rnns:
Users that are interested in iss-rnns are comparing it to the libraries listed below
- Quantize weights and activations in Recurrent Neural Networks.☆94Updated 6 years ago
- Implementation of ICLR 2017 paper "Loss-aware Binarization of Deep Networks"☆18Updated 6 years ago
- Recurrent Neural Networks With Limited Numerical Precision☆11Updated 7 years ago
- Implementation of ICLR 2018 paper "Loss-aware Weight Quantization of Deep Networks"☆26Updated 5 years ago
- Implementation for Trained Ternary Network.☆108Updated 8 years ago
- Binarized Dense and Conv2D layers for Keras☆17Updated 7 years ago
- Implementation of Ternary Weight Networks In Caffe☆63Updated 8 years ago
- Training deep neural networks with low precision multiplications☆63Updated 9 years ago
- ☆47Updated 5 years ago
- Low-rank convolutional neural networks☆97Updated 9 years ago
- Stochastic Adaptive Neural Architecture Search☆65Updated 6 years ago
- Training Low-bits DNNs with Stochastic Quantization☆73Updated 7 years ago
- Implementation of "Iterative pruning" on TensorFlow☆160Updated 3 years ago
- Training wide residual networks for deployment using a single bit for each weight - Official Code Repository for ICLR 2018 Published Pape…☆36Updated 4 years ago
- A tutorial on 'Soft weight-sharing for Neural Network compression' published at ICLR2017☆145Updated 8 years ago
- Reducing the size of convolutional neural networks☆113Updated 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
- model-compression-and-acceleration-4-DNN☆21Updated 6 years ago
- This is my final year project of Bachelor of Engineering. Its still incomplete though. I am trying to replicate the research paper "Deep …☆76Updated 7 years ago
- BNN implementation in tensorflow☆166Updated 6 years ago
- ☆38Updated 8 years ago
- Binary Convolution Network for faster real-time processing in ASICs☆56Updated 6 years ago
- Source code for ``Neural Networks with Few Multiplications'' published at ICLR 2016☆81Updated 8 years ago
- LCNN: Lookup-based Convolutional Neural Network☆52Updated 7 years ago
- Caffe Implementation for Incremental network quantization☆192Updated 6 years ago
- Caffe implementation for dynamic network surgery.☆186Updated 7 years ago
- Implementation of NeurIPS 2019 paper "Normalization Helps Training of Quantized LSTM"☆31Updated 8 months ago
- Faster Deep Neural Networks☆36Updated 7 years ago
- Training RNNs as Fast as CNNs (Simple Recurrent Unit)☆30Updated 7 years ago
- ☆23Updated 8 years ago