vikranth94 / Model-Compression
Model Pruning and Quantization using Tensorflow
☆30Updated 5 years ago
Alternatives and similar repositories for Model-Compression:
Users that are interested in Model-Compression are comparing it to the libraries listed below
- Simple pruning example using Caffe☆33Updated 7 years ago
- A script to convert floating-point CNN models into generalized low-precision ShiftCNN representation☆56Updated 7 years ago
- Prunable nn layers for pytorch.☆48Updated 6 years ago
- Convert MobileNetV3Small defined and pre-trained in PyTorch to a TFLite quantized model☆74Updated last year
- SqueezeNet Generator☆32Updated 6 years ago
- PyTorch 1.0 inference in C++ on Windows10 platforms☆89Updated 6 years ago
- Related Paper of Efficient Deep Neural Networks☆86Updated 3 years ago
- A Gluon implementation of Mnasnet☆59Updated 6 years ago
- Tensorflow codes for "Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers"☆30Updated 5 years ago
- An improved version of SqueezeNet networks https://github.com/DeepScale/SqueezeNet☆37Updated 7 years ago
- ☆58Updated 6 years ago
- This is a really simple compression of Caffe Model☆24Updated 7 years ago
- Mobilenet model converted from tensorflow☆49Updated 6 years ago
- A Caffe2 implementation of ShuffleNet V2.☆25Updated 6 years ago
- I demonstrate how to compress a neural network using pruning in tensorflow.☆78Updated 7 years ago
- ☆109Updated 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 …☆75Updated 7 years ago
- Training neural networks with 8-bit computations☆29Updated 8 years ago
- An implementation of Channel Pruning on face recognition algorithm Sphereface.☆46Updated 4 years ago
- A PyTorch implementation of MNASNET☆46Updated 6 years ago
- Faster R-CNN that supports channel pruning, etc.☆15Updated 2 years ago
- Evaluating efficiency of several types of convolutions☆30Updated 7 years ago
- ☆63Updated 6 years ago
- Efficient forward propagation for BCNNs☆50Updated 7 years ago
- Caffe Computation Graph Optimization.☆29Updated 5 years ago
- ☆13Updated 7 years ago
- PyTorch implementation of Wide Residual Networks with 1-bit weights by McDonnell (ICLR 2018)☆124Updated 6 years ago