This is my final year project of Bachelor of Engineering. Its still incomplete though. I am trying to replicate the research paper "Deep Compression" by Song Han et. al. This paper received best paper award in ICLR 2016
☆77Sep 21, 2017Updated 8 years ago
Alternatives and similar repositories for Model-Compression
Users that are interested in Model-Compression are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- implementation of Iterative Pruning for Deep neural network [Han2015].☆40Jul 17, 2018Updated 7 years ago
- Caffe for Deep Compression☆239Nov 17, 2017Updated 8 years ago
- Implementation of "Iterative pruning" on TensorFlow☆160Apr 15, 2021Updated 5 years ago
- An experimental compression pipeline for TensorFlow.☆27Jan 22, 2016Updated 10 years ago
- deep learning model compression based on keras☆32Aug 10, 2018Updated 7 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Implementation of model compression with knowledge distilling method.☆342Jan 3, 2017Updated 9 years ago
- a list of awesome papers on deep model ompression and acceleration☆350Jun 19, 2021Updated 4 years ago
- model-compression-and-acceleration-4-DNN☆21Nov 29, 2018Updated 7 years ago
- Simple pruning example using Caffe☆32Oct 19, 2017Updated 8 years ago
- Deep Compression on AlexNet☆672Mar 5, 2022Updated 4 years ago
- Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626☆182Nov 10, 2022Updated 3 years ago
- Caffe for Sparse and Low-rank Deep Neural Networks☆382Mar 8, 2020Updated 6 years ago
- ☆34Feb 28, 2017Updated 9 years ago
- ☆403Mar 15, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Caffe re-implementation of dynamic network surgery.☆18Jun 15, 2018Updated 7 years ago
- Caffe implementation for dynamic network surgery.☆190Aug 15, 2017Updated 8 years ago
- A script to convert floating-point CNN models into generalized low-precision ShiftCNN representation☆57Jul 14, 2017Updated 8 years ago
- Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)☆1,089May 2, 2024Updated 2 years ago
- PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference☆885Jul 12, 2019Updated 6 years ago
- Tensorflow implementation of SqueezeNet.☆130Oct 18, 2018Updated 7 years ago
- A PyTorch implementation of the iterative pruning method described in Han et. al. (2015)☆40Dec 27, 2018Updated 7 years ago
- Tool to compress trained caffe weights☆106May 25, 2016Updated 10 years ago
- Network acceleration methods☆178Jun 19, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Model Compression CLI Tool for Keras.☆156May 9, 2019Updated 7 years ago
- Reducing the size of convolutional neural networks☆114Nov 28, 2017Updated 8 years ago
- collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning☆568Feb 3, 2024Updated 2 years ago
- Caffe implementation of accurate low-precision neural networks☆120Oct 25, 2018Updated 7 years ago
- ☆22Jan 29, 2018Updated 8 years ago
- Reproducibility challenge project for a candidate paper of ICLR2018: Incremental Learning through Deep Adaption☆14Dec 20, 2017Updated 8 years ago
- training ternary neural networks☆15Apr 18, 2017Updated 9 years ago
- ShuffleNet-V2 for both PyTorch and Caffe.☆504Aug 9, 2018Updated 7 years ago
- Remplementation of paper https://arxiv.org/abs/1705.08665☆30Dec 18, 2017Updated 8 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- This is a PyTorch implementation of the paper ReCoNet.☆17May 6, 2019Updated 7 years ago
- Mobile Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow☆30Jun 26, 2019Updated 6 years ago
- shufflenet for object detection☆24Aug 2, 2017Updated 8 years ago
- The quantization of CNN/LSTM☆11Mar 26, 2017Updated 9 years ago
- A python script that automatise the training of a CNN, compress it through tensorflow (or ristretto) plugin, and compares the performance…☆27Dec 8, 2022Updated 3 years ago
- Feature Pyramid Networks for Object Detection on caffe☆10Nov 8, 2017Updated 8 years ago
- A tensorflow implementation for SqueezeDet, a convolutional neural network for object detection.☆742Nov 22, 2022Updated 3 years ago