An official collection of code in different frameworks that reproduces experiments in "Group Normalization"
APACHE-2.0 License
A collection of verified code in different frameworks, that reproduces several experiment results in the paper:
Object Detection with Mask R-CNN, in Caffe2, with models. Official models for the paper.
ImageNet Classification with ResNet-50, in TensorFlow, with models. Exactly reproduce.
ImageNet Classification with ResNet-50, in PyTorch, with models. 0.1% different result due to fewer augmentations.
ImageNet Classification with VGG-16, in TensorFlow. Exactly reproduce.
Object Detection with Mask R-CNN, in TensorFlow, with models. Slighly better results due to different implementation of Mask R-CNN framework.
Object Detection with Mask R-CNN, in PyTorch, with models. Slighly better results due to different implementation of Mask R-CNN framework.
torch.nn.GroupNorm
.brew.spatial_gn
.