MMS Examples

The following are examples on how to create and serve model archives with MMS.

• Gluon Models

  • AlexNet - train a custom Gluon model, use model archiver, then serve the model archive with MMS
  • Character CNN - download a pre-trained model that classifies product reviews, use model archiver, then serve the model archive with MMS

• Symbolic Models

  • Image Classification with SqueezeNet - download a pre-trained computer vision model, use model archiver, then serve the model archive with MMS
  • LSTM with PTB - download a pre-trained LSTM model that generates text, use model archiver, then serve the model archive with MMS

• How to setup metrics collection with AWS CloudWatch

• DenseNet PyTorch