vikranth94 / Model-CompressionLinks
Model Pruning and Quantization using Tensorflow
☆30Updated 6 years ago
Alternatives and similar repositories for Model-Compression
Users that are interested in Model-Compression are comparing it to the libraries listed below
Sorting:
- A script to convert floating-point CNN models into generalized low-precision ShiftCNN representation☆56Updated 7 years ago
- SqueezeNet Generator☆31Updated 7 years ago
- Simple pruning example using Caffe☆33Updated 7 years ago
- TensorFlow ImageNet - Training and SOTA checkpoints☆52Updated 7 years ago
- Related Paper of Efficient Deep Neural Networks☆86Updated 4 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
- ☆62Updated 7 years ago
- Convert MobileNetV3Small defined and pre-trained in PyTorch to a TFLite quantized model☆74Updated 2 years ago
- An improved version of SqueezeNet networks https://github.com/DeepScale/SqueezeNet☆37Updated 8 years ago
- Model Compression Based on Geoffery Hinton's Logit Regression Method in Keras applied to MNIST 16x compression over 0.95 percent accuracy…☆61Updated 5 years ago
- Mobilenet model converted from tensorflow☆48Updated 6 years ago
- Evaluating efficiency of several types of convolutions☆30Updated 8 years ago
- A Caffe2 implementation of ShuffleNet V2.☆25Updated 6 years ago
- PyTorch implementation of Wide Residual Networks with 1-bit weights by McDonnell (ICLR 2018)☆126Updated 6 years ago
- PyTorch 1.0 inference in C++ on Windows10 platforms☆89Updated 6 years ago
- Code for https://arxiv.org/abs/1810.04622☆141Updated 5 years ago
- Prunable nn layers for pytorch.☆48Updated 6 years ago
- This is a really simple compression of Caffe Model☆24Updated 8 years ago
- This is th code to FAT method with links to quantized tflite models. (CC BY-NC-ND)☆19Updated 6 years ago
- ☆57Updated 7 years ago
- Keras Implementation of MixNets: Mixed Depthwise Convolutions☆40Updated 5 years ago
- A Gluon implementation of Mnasnet☆59Updated 6 years ago
- ☆110Updated 6 years ago
- Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers https://arxiv.org/abs/1802.00124☆72Updated 6 years ago
- ☆23Updated 9 years ago
- SimpNet Paper Files (Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet)☆67Updated 6 years ago
- Attention-Based Guided Structured Sparsity of Deep Neural Networks☆29Updated 5 years ago
- Faster R-CNN that supports channel pruning, etc.☆15Updated 3 years ago
- Converting a pretrained pytorch model to tensorflow☆94Updated 8 years ago
- TensorFlow implementation of PNASNet-5 on ImageNet☆101Updated 6 years ago