Topic: "group-convolution"
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: Python - Size: 6.61 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 2,246 - Forks: 476
QUVA-Lab/e2cnn
E(2)-Equivariant CNNs Library for Pytorch
Language: Python - Size: 30.8 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 582 - Forks: 74
MG2033/ShuffleNet
ShuffleNet Implementation in TensorFlow
Language: Python - Size: 191 KB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 383 - Forks: 125
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 Notebook - Size: 87.3 MB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 82 - Forks: 5
d-li14/dgconv.pytorch
PyTorch implementation of Dynamic Grouping Convolution and Groupable ConvNet with pre-trained G-ResNeXt models
Language: Python - Size: 458 KB - Last synced at: 25 days ago - Pushed at: almost 5 years ago - Stars: 69 - Forks: 7
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: Python - Size: 5.91 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 42 - Forks: 3
Daniil-Osokin/fully-learnable-group-convolution.pytorch
Implementation of "Fully Learnable Group Convolution for Acceleration of Deep Neural Networks", CVPR'19
Language: Python - Size: 383 KB - Last synced at: 15 days ago - Pushed at: about 5 years ago - Stars: 33 - Forks: 10
kumasento/gconv-prune
Code repository for paper "Efficient Structured Pruning and Architecture Searching for Group Convolution" https://arxiv.org/abs/1811.09341
Language: Python - Size: 2.29 MB - Last synced at: 20 days ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 2
neel-dey/tf2-keras-gcnn Fork of basveeling/keras-gcnn
Tensorflow 2 / tf.keras port of keras-gcnn.
Language: Python - Size: 484 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 6 - Forks: 1
neel-dey/tf2-GrouPy Fork of tscohen/GrouPy
Tensorflow 2 port of Group Equivariant Convolutional Neural Networks
Language: Python - Size: 140 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 1
livenletdie/pytorch-mobilenet Fork of StevenLOL/pytorch-mobilenet
PyTorch Implementation of Mobilenet Variants including support for residual connections, group convolutions and squeeze-excite blocks
Language: Python - Size: 15.6 KB - Last synced at: 6 months ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0
