Show training progress for training neural networks in compiled state

Hello,

I am working on a project that combines various deeplearning functionalities into one user interface. This includes the training of image classification networks such as GoogLeNet or Resnet-15.

This has always worked wonderfully within the development environment, however now I wanted to create a compiled version for the release. When calling the function "TrainNetwork" I get the following error message:

"Error using trainNetwork (line 184)
Deployment of training progress plot not supported."

Can someone help me to fix this problem? Thanks :)

Answer 1

[Aman]

Hi Osman,

I understand you want to compile the model training along with the training progress in the GUI.

The error is coming because the deployment involving training progress is not supported. Instead of seeing the progress, you can have the final plot, and for that, you need to replace "training-progress" with "none" in the "Plots" argument of the "trainingOptions" function.

Please refer to the following link to learn about all the functionalities that are not supported in the deployed mode and about the "trainingOptions" function.

https://www.mathworks.com/help/deeplearning/ug/deploy-training-of-shallow-neural-networks.html

https://www.mathworks.com/help/deeplearning/ref/trainingoptions.html

Hope this helps!

Regards,

Aman Mehta