BertMoons / Comparing-CNN-Architectures
A regularly updated comparison of CNN architectures in terms of accuracy, operations and model size
☆45Updated 6 years ago
Alternatives and similar repositories for Comparing-CNN-Architectures:
Users that are interested in Comparing-CNN-Architectures are comparing it to the libraries listed below
- Keras implementations of BinaryNet and XNORNet☆55Updated 7 years ago
- ☆14Updated 5 years ago
- Implementation for Trained Ternary Network.☆108Updated 8 years ago
- ☆62Updated 7 years ago
- Binary Neural Network on IceStick FPGA.☆52Updated 6 years ago
- Quantized Neural Networks - networks trained for inference at arbitrary low precision.☆146Updated 7 years ago
- BinaryNets in TensorFlow with XNOR GEMM op☆156Updated 7 years ago
- Implementation of Ternary Weight Networks In Caffe☆63Updated 8 years ago
- This is a PyTorch implementation of the Scalpel. Node pruning for five benchmark networks and SIMD-aware weight pruning for LeNet-300-100…☆41Updated 6 years ago
- Caffe implementation of accurate low-precision neural networks☆117Updated 6 years ago
- Training Low-bits DNNs with Stochastic Quantization☆73Updated 7 years ago
- A script to convert floating-point CNN models into generalized low-precision ShiftCNN representation☆56Updated 7 years ago
- This repository represents training examples for the CVPR 2018 paper "SYQ:Learning Symmetric Quantization For Efficient Deep Neural Netwo…☆31Updated 5 years ago
- code submitted to DAC2018(http://www.cse.cuhk.edu.hk/~byu/2018-DAC-HDC/index.html)☆14Updated 6 years ago
- Training neural networks with 8-bit computations☆28Updated 9 years ago
- Repository containing pruned models and related information☆37Updated 4 years ago
- Graph Transforms to Quantize and Retrain Deep Neural Nets in TensorFlow☆168Updated 5 years ago
- BNN implementation in tensorflow☆167Updated 6 years ago
- training ternary neural networks☆13Updated 8 years ago
- PyTorch implementation of Wide Residual Networks with 1-bit weights by McDonnell (ICLR 2018)☆124Updated 6 years ago
- ☆46Updated 5 years ago
- Codes for Binary Ensemble Neural Network: More Bits per Network or More Networks per Bit?☆31Updated 5 years ago
- Training wide residual networks for deployment using a single bit for each weight - Official Code Repository for ICLR 2018 Published Pape…☆36Updated 4 years ago
- ☆47Updated 5 years ago
- LCNN: Lookup-based Convolutional Neural Network☆52Updated 7 years ago
- Pretrained VGG16 neural net in C language☆50Updated 3 years ago
- Ternary Weights and Activations☆24Updated 6 years ago
- Simple pruning example using Caffe☆33Updated 7 years ago
- ☆13Updated 8 years ago
- ☆20Updated 7 years ago