Z7zuqer / model-compression-and-acceleration-4-DNNLinks
model-compression-and-acceleration-4-DNN
☆21Updated 6 years ago
Alternatives and similar repositories for model-compression-and-acceleration-4-DNN
Users that are interested in model-compression-and-acceleration-4-DNN are comparing it to the libraries listed below
Sorting:
- Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers https://arxiv.org/abs/1802.00124☆72Updated 6 years ago
- ☆88Updated 7 years ago
- Network acceleration methods☆177Updated 4 years ago
- Caffe implementation for dynamic network surgery.☆188Updated 8 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 8 years ago
- Path-Level Network Transformation for Efficient Architecture Search, in ICML 2018.☆112Updated 7 years ago
- Related Paper of Efficient Deep Neural Networks☆86Updated 4 years ago
- Training Low-bits DNNs with Stochastic Quantization☆74Updated 8 years ago
- ☆137Updated 7 years ago
- ☆45Updated 6 years ago
- Two-Step Quantization on AlexNet☆13Updated 7 years ago
- implementation of Iterative Pruning for Deep neural network [Han2015].☆40Updated 7 years ago
- Tensorflow codes for "Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers"☆30Updated 6 years ago
- This is a deep learning framework for cnn which using xnor method to accelerate calculating convolution layer on cpu.☆87Updated 8 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
- Some recent Quantizing techniques on PyTorch☆72Updated 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 7 years ago
- DSD model zoo. Better accuracy models from DSD training on Imagenet with same model architecture☆113Updated 6 years ago
- Hands-on Tutorial on Automated Deep Learning☆149Updated 5 years ago
- Caffe implementation of ICCV 2017 & TPAMI 2018 paper - ThiNet☆46Updated 7 years ago
- a list of awesome papers on deep model ompression and acceleration☆349Updated 4 years ago
- Caffe implementation of accurate low-precision neural networks☆118Updated 7 years ago
- caffe implementation of single level quantization☆19Updated 6 years ago
- Implementation for Trained Ternary Network.☆107Updated 8 years ago
- Implementation of "Iterative pruning" on TensorFlow☆160Updated 4 years ago
- Efficient forward propagation for BCNNs☆49Updated 8 years ago
- A Gluon implementation of Mnasnet☆59Updated 6 years ago
- MXNet Gluon Synchronized Batch Normalization Preview☆77Updated 7 years ago
- Dynamic Distribution Pruning for Efficient Network Architecture Search☆47Updated 6 years ago
- A script to convert floating-point CNN models into generalized low-precision ShiftCNN representation☆56Updated 8 years ago