batchnorm topic
Fastai-Deep-Learning-From-the-Foundations-TWiML-Study-Group
Review materials for the TWiML Study Group. Contains annotated versions of the original Jupyter noteboooks (look for names like *_jcat.ipynb ), slide decks from weekly Zoom meetups, etc.
pytorch-sync-batchnorm-example
How to use Cross Replica / Synchronized Batchnorm in Pytorch
Fixup
A Re-implementation of Fixed-update Initialization
PyTorch-Encoding
A CV toolkit for my papers.
MXNet-Gluon-SyncBN
MXNet Gluon Synchronized Batch Normalization Preview
batchnorm-pruning
Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers https://arxiv.org/abs/1802.00124
Neural-Networks-and-Deep-Learning
Deep learning projects including applications (face recognition, neural style transfer, autonomous driving, sign language reading, music generation, translation, speech recognition and NLP) and theori...
CS231n
My solutions for Assignments of CS231n: Convolutional Neural Networks for Visual Recognition
SDPoint
Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks
Synchronized-BatchNorm-PyTorch
Synchronized BatchNorm in PyTorch 1.0