ex4sperans / pruning_with_tensorflowLinks
I demonstrate how to compress a neural network using pruning in tensorflow.
☆78Updated 8 years ago
Alternatives and similar repositories for pruning_with_tensorflow
Users that are interested in pruning_with_tensorflow are comparing it to the libraries listed below
Sorting:
- A Basic Tutorial to learning Caffe with Python, including two examples for classification and detection, and codes to train, test, prune …☆140Updated 8 years ago
- A lightweight convolutional neural network☆148Updated 7 years ago
- Tensorflow quantization (float32-->int8) inference test☆76Updated 7 years ago
- ShuffleNet Implementation in TensorFlow☆383Updated 7 years ago
- implementation of Iterative Pruning for Deep neural network [Han2015].☆40Updated 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 8 years ago
- a list of awesome papers on deep model ompression and acceleration☆349Updated 4 years ago
- Implementation of "Iterative pruning" on TensorFlow☆160Updated 4 years ago
- Caffe for Deep Compression☆239Updated 8 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☆148Updated 7 years ago
- Network acceleration methods☆178Updated 4 years ago
- ResNet-20/32/44/56/110 on CIFAR-10 with Caffe☆172Updated last year
- Caffe Implementation for Incremental network quantization☆191Updated 7 years ago
- ☆64Updated 7 years ago
- Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers https://arxiv.org/abs/1802.00124☆72Updated 7 years ago
- A pyCaffe implementaion of the 2017 ICLR's "Pruning Filters for Efficient ConvNets" publication☆43Updated 7 years ago
- Implementation of model compression with knowledge distilling method.☆342Updated 8 years ago
- Base to channel pruned to ResNet18 model☆147Updated 3 years ago
- A Tensorflow implementation of MobileNet V2☆151Updated 6 years ago
- deep learning model compression based on keras☆32Updated 7 years ago
- Neural Network Tools: Converter and Analyzer. For caffe, pytorch, draknet and so on.☆357Updated 4 years ago
- train resnet on imagenet from scratch with caffe☆113Updated last year
- Merge Batch Norm caffe☆64Updated 7 years ago
- Tool to compress trained caffe weights☆106Updated 9 years ago
- Code and Pretrained model for IGCV3☆189Updated 7 years ago
- [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices☆168Updated 4 years ago
- Simple pruning example using Caffe☆33Updated 8 years ago
- Caffe implementation for dynamic network surgery.☆188Updated 8 years ago
- KnowledgeDistillation Layer (Caffe implementation)☆88Updated 8 years ago
- Tensorflow code for training different architectures(DenseNet, ResNet, AlexNet, GoogLeNet, VGG, NiN) on ImageNet dataset + Multi-GPU supp…☆170Updated 7 years ago