Batch Renormalization
Pytorch implementation of Batch Renormalization, introduced in https://arxiv.org/abs/1702.03275.
Installation
Requires Python 3.7. To install the latest version of this package, run
pip install git+https://github.com/ludvb/batchrenorm@master
Usage
import torch
from batchrenorm import BatchRenorm2d
# Create batch renormalization layer
br = BatchRenorm2d(3)
# Create some example data with dimensions N x C x H x W
x = torch.randn(1, 3, 10, 10)
# Batch renormalize the data
x = br(x)