group-convolution

There are 11 repositories under group-convolution topic.

  • 666DZY666/micronet

    micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape

    Language:Python2.2k40110478

  • QUVA-Lab/e2cnn

    E(2)-Equivariant CNNs Library for Pytorch

    Language:Python599185774

  • MG2033/ShuffleNet

    ShuffleNet Implementation in TensorFlow

    Language:Python3841716124

  • dwromero/wavelet_networks

    Code repository of the paper "Wavelet Networks: Scale-Translation Equivariant Learning From Raw Time-Series, TMLR" https://arxiv.org/abs/2006.05259

    Language:Jupyter Notebook801015

  • d-li14/dgconv.pytorch

    PyTorch implementation of Dynamic Grouping Convolution and Groupable ConvNet with pre-trained G-ResNeXt models

    Language:Python69547

  • dwromero/att_gconvs

    Code repository for the paper "Attentive Group Equivariant Convolutional Neural Networks" published at ICML 2020. https://arxiv.org/abs/2002.03830

    Language:Python48303

  • Daniil-Osokin/fully-learnable-group-convolution.pytorch

    Implementation of "Fully Learnable Group Convolution for Acceleration of Deep Neural Networks", CVPR'19

    Language:Python335610

  • neel-dey/tf2-GrouPy

    Tensorflow 2 port of Group Equivariant Convolutional Neural Networks

    Language:Python8112

  • neel-dey/tf2-keras-gcnn

    Tensorflow 2 / tf.keras port of keras-gcnn.

    Language:Python8301

  • kumasento/gconv-prune

    Code repository for paper "Efficient Structured Pruning and Architecture Searching for Group Convolution" https://arxiv.org/abs/1811.09341

    Language:Python7302

  • livenletdie/pytorch-mobilenet

    PyTorch Implementation of Mobilenet Variants including support for residual connections, group convolutions and squeeze-excite blocks

    Language:Python0200