isha-garg / Deep_Compression
Recreated deep compression's pruning, quantization and huffman encoding pipeline
☆9Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for Deep_Compression
- Binary Convolution Network for faster real-time processing in ASICs☆54Updated 6 years ago
- Training Low-bits DNNs with Stochastic Quantization☆73Updated 7 years ago
- ☆87Updated 6 years ago
- ☆33Updated 7 years ago
- Two-Step Quantization on AlexNet☆13Updated 6 years ago
- implement of DoReFaNet with tensorflow based on cifar10 dataset☆29Updated 7 years ago
- This repository represents training examples for the CVPR 2018 paper "SYQ:Learning Symmetric Quantization For Efficient Deep Neural Netwo…☆32Updated 5 years ago
- Reproducibility challenge project for a candidate paper of ICLR2018: Incremental Learning through Deep Adaption☆14Updated 6 years ago
- ☆134Updated 6 years ago
- deep learning model compression based on keras☆32Updated 6 years ago
- Implementation for Trained Ternary Network.☆108Updated 7 years ago
- Tensorflow codes for "Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers"☆30Updated 5 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
- Implement Towards Effective Low-bitwidth Convolutional Neural Networks☆42Updated 6 years ago
- Related Paper of Efficient Deep Neural Networks☆86Updated 3 years ago
- PyTorch implementation of "Single-Path NAS: Device-Aware Efficient ConvNet Design"☆36Updated 2 years ago
- Dynamic Distribution Pruning for Efficient Network Architecture Search☆48Updated 5 years ago
- Class Project for 18663 - Implementation of FBNet (Hardware-Aware DNAS)☆33Updated 5 years ago
- Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers https://arxiv.org/abs/1802.00124☆71Updated 5 years ago
- implementation of Iterative Pruning for Deep neural network [Han2015].☆40Updated 6 years ago
- Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression☆47Updated last year
- ☆45Updated 5 years ago
- Implementation of Data-free Knowledge Distillation for Deep Neural Networks (on arxiv!)☆79Updated 6 years ago
- Codes for AAAI2019 paper: Deep Neural Network Quantization via Layer-Wise Optimization using Limited Training Data☆41Updated 5 years ago
- Reducing the size of convolutional neural networks☆112Updated 6 years ago
- Some recent Quantizing techniques on PyTorch☆71Updated 5 years ago
- This is th code to FAT method with links to quantized tflite models. (CC BY-NC-ND)☆19Updated 5 years ago
- ☆38Updated 6 years ago
- A pyCaffe implementaion of the 2017 ICLR's "Pruning Filters for Efficient ConvNets" publication☆43Updated 6 years ago