dongyp13 / Stochastic-QuantizationLinks
Training Low-bits DNNs with Stochastic Quantization
☆74Updated 8 years ago
Alternatives and similar repositories for Stochastic-Quantization
Users that are interested in Stochastic-Quantization are comparing it to the libraries listed below
Sorting:
- A script to convert floating-point CNN models into generalized low-precision ShiftCNN representation☆56Updated 8 years ago
- Implementation for Trained Ternary Network.☆107Updated 8 years ago
- Related Paper of Efficient Deep Neural Networks☆86Updated 4 years ago
- Caffe implementation of accurate low-precision neural networks☆117Updated 6 years ago
- This is a deep learning framework for cnn which using xnor method to accelerate calculating convolution layer on cpu.☆88Updated 8 years ago
- Implementation of Ternary Weight Networks In Caffe☆63Updated 8 years ago
- Efficient forward propagation for BCNNs☆50Updated 8 years ago
- Binary Weight Network and XNOR Network.☆63Updated 9 years ago
- Caffe implementation for dynamic network surgery.☆187Updated 8 years ago
- BinaryNets in TensorFlow with XNOR GEMM op☆156Updated 8 years ago
- XNOR-Net, CUDNN5 supported version of XNOR-Net-caffe: https://github.com/loswensiana/BWN-XNOR-caffe☆30Updated 7 years ago
- Caffe Implementation for Incremental network quantization☆192Updated 7 years ago
- Simple pruning example using Caffe☆33Updated 7 years ago
- ☆62Updated 7 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
- An efficient framework for convolutional neural networks☆277Updated last year
- Ristretto: Caffe-based approximation of convolutional neural networks.☆30Updated 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
- caffe model of ICCV'17 paper - ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression https://arxiv.org/abs/1707.06342☆147Updated 6 years ago
- ☆23Updated 9 years ago
- Low-rank convolutional neural networks☆97Updated 9 years ago
- ☆47Updated 5 years ago
- Caffe re-implementation of ShuffleNet☆106Updated 7 years ago
- Incremental Network Quantization, Kmeans quantization, Iterative Pruning, Dynamic Network Surgery☆33Updated 7 years ago
- Caffe for Sparse Convolutional Neural Network☆238Updated 2 years ago
- Training deep neural networks with low precision multiplications☆64Updated 10 years ago
- An experimental compression pipeline for TensorFlow.☆27Updated 9 years ago
- This is a really simple compression of Caffe Model☆24Updated 8 years ago
- Quantized Neural Network on Caffe2☆23Updated 5 years ago
- Implementation of "Iterative pruning" on TensorFlow☆160Updated 4 years ago