Thanks for the feedback!  We’ll get the docs updated and figure out why HelloWorld isn’t working on the emulator.
The ResNet model is not quantized and expected to be fairly slow.  We might just delete it from the demo app.
The quantized MobileNetV2 model is based on this tutorial: https://pytorch.org/tutorials/advanced/static_quantization_tutorial.html 30 .  The text model was prepared by https://nbviewer.jupyter.org/gist/dreiss/ee4ff1ed2e137326d13e96bb4f953061 6 .  The weights came from a trained PyText model.  We’ll look into getting these links included in the app or docs.