sun254 / awesome-model-compression-and-acceleration
a list of awesome papers on deep model ompression and acceleration
☆351Updated 3 years ago
Alternatives and similar repositories for awesome-model-compression-and-acceleration
Users that are interested in awesome-model-compression-and-acceleration are comparing it to the libraries listed below
Sorting:
- Network acceleration methods☆177Updated 3 years ago
- Papers for deep neural network compression and acceleration☆397Updated 3 years ago
- Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"☆333Updated 9 months ago
- [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices☆167Updated 4 years ago
- ☆668Updated 3 years ago
- Implementation of model compression with knowledge distilling method.☆343Updated 8 years ago
- MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.☆355Updated 4 years ago
- A PyTorch implementation of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.☆273Updated 6 years ago
- Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks☆380Updated 5 years ago
- papers about model compression☆166Updated 2 years ago
- Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours☆395Updated 4 years ago
- Caffe for Deep Compression☆239Updated 7 years ago
- Caffe implementation for dynamic network surgery.☆186Updated 7 years ago
- Caffe for Sparse and Low-rank Deep Neural Networks☆379Updated 5 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
- Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)☆1,082Updated last year
- ☆213Updated 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
- Code for the NuerIPS'19 paper "Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks"☆196Updated 5 years ago
- Caffe Implementation for Incremental network quantization☆192Updated 6 years ago
- Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626☆176Updated 2 years ago
- Label Refinery: Improving ImageNet Classification through Label Progression☆278Updated 6 years ago
- Hands-on Tutorial on Automated Deep Learning☆149Updated 4 years ago
- ResNet-20/32/44/56/110 on CIFAR-10 with Caffe☆167Updated last year
- Implementation of "Iterative pruning" on TensorFlow☆160Updated 4 years ago
- Code and Pretrained model for IGCV3☆189Updated 6 years ago
- Code for “Discrimination-aware-Channel-Pruning-for-Deep-Neural-Networks”☆183Updated 4 years ago
- Neural Network Tools: Converter and Analyzer. For caffe, pytorch, draknet and so on.☆355Updated 4 years ago
- Knowledge distillation methods implemented with Tensorflow (now there are 11 (+1) methods, and will be added more.)☆264Updated 5 years ago
- LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks☆241Updated 2 years ago