CAS-CLab / quantized-cnn
An efficient framework for convolutional neural networks
☆275Updated last year
Alternatives and similar repositories for quantized-cnn:
Users that are interested in quantized-cnn are comparing it to the libraries listed below
- Ristretto: Caffe-based approximation of convolutional neural networks.☆291Updated 5 years ago
- ☆402Updated 5 years ago
- BinaryNets in TensorFlow with XNOR GEMM op☆155Updated 7 years ago
- Caffe implementation of accurate low-precision neural networks☆117Updated 6 years ago
- Caffe implementation for dynamic network surgery.☆186Updated 7 years ago
- Caffe for Sparse and Low-rank Deep Neural Networks☆378Updated 4 years ago
- Caffe for Sparse Convolutional Neural Network☆238Updated 2 years ago
- Implementation of "Iterative pruning" on TensorFlow☆160Updated 3 years ago
- Caffe Implementation for Incremental network quantization☆190Updated 6 years ago
- (New version is out: https://github.com/hpi-xnor/BMXNet-v2) BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet☆350Updated 5 years ago
- Binary Weight Network and XNOR Network.☆63Updated 8 years ago
- This is a deep learning framework for cnn which using xnor method to accelerate calculating convolution layer on cpu.☆88Updated 8 years ago
- Tool to compress trained caffe weights☆106Updated 8 years ago
- Implementation for Trained Ternary Network.☆108Updated 8 years ago
- Caffe for Deep Compression☆238Updated 7 years ago
- This is re-implementation of "ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices"☆158Updated 6 years ago
- mobilenet-mxnet☆145Updated 6 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☆146Updated 6 years ago
- residual-SqueezeNet☆155Updated 5 years ago
- Efficient Sparse-Winograd Convolutional Neural Networks (ICLR 2018)☆190Updated 5 years ago
- Implementation of Ternary Weight Networks In Caffe☆63Updated 8 years ago
- Training Low-bits DNNs with Stochastic Quantization☆73Updated 7 years ago
- Caffe for YOLO☆230Updated 8 years ago
- ResNet-18 Caffemodel @ilsvrc12 shrt 256 with Top-1 69% Top-5 89%☆191Updated 5 years ago
- ResNet-20/32/44/56/110 on CIFAR-10 with Caffe☆167Updated 10 months ago
- Caffe Protofiles for MSRA ResNet: train prototxt☆215Updated 7 years ago
- Caffe for YOLOv2 & YOLO9000☆166Updated 6 years ago
- train resnet on imagenet from scratch with caffe☆114Updated 10 months ago
- A personal depthwise convolution layer implementation on caffe by liuhao.(only GPU)☆525Updated 3 years ago
- This is a fast caffe implementation of ShuffleNet.☆449Updated 6 years ago