Wide ResNet

The Wide ResNet model is based on the Wide Residual Networks paper.

Model builders

The following model builders can be used to instantiate a Wide ResNet model, with or without pre-trained weights. All the model builders internally rely on the torchvision.models.resnet.ResNet base class. Please refer to the source code for more details about this class.

wide_resnet50_2(*[, weights, progress])

Wide ResNet-50-2 model from Wide Residual Networks.

wide_resnet101_2(*[, weights, progress])

Wide ResNet-101-2 model from Wide Residual Networks.


Access comprehensive developer documentation for PyTorch

View Docs


Get in-depth tutorials for beginners and advanced developers

View Tutorials


Find development resources and get your questions answered

View Resources