# composer.models.resnet#

Modules

 composer.models.resnet.model A ComposerClassifier wrapper around the torchvision implementations of the ResNet model family. composer.models.resnet.resnet_hparams YAHP interface for ComposerResNet.

The ResNet model family is a set of convolutional neural networks described in Deep Residual Learning for Image Recognition (He et al, 2015). ResNets can be used as the base for a variety of vision tasks. ImageNet ResNets are a subset of the ResNet family which were designed specifically for classification on the ImageNet dataset.

See the Model Card for more details.

Classes

 ComposerResNet A ComposerClassifier wrapper around the torchvision implementations of the ResNet model family.

Hparams

These classes are used with yahp for YAML-based configuration.

 ResNetHparams YAHP interface for ComposerResNet.