Problem when implementing trained TensorFlow Model in Simulink using the TensorFlow Model Predict block.

I have previously trained a TensorFlow model in python and I'm looking to implement it into Simulink, which I thought was supposed to be straight forward. However I ran into the following error where it says the output from the predict block is producing variable size signal (they are supposed to be all 1 by 1 float 32)
I don't understand what the problem may be. I have set the maximum Matlab dim size to 1s as the following.
Any Ideas what the problem might be?

1 Comment

Hi @Bevan Bintang, can you please provide the model and the trained model file so that I can look into the issue in detail

Sign in to comment.

Answers (1)

It seems there might be a configuration issue between the 'Output_Port_1' of the bus selector and the 'Input_port_1' of the 'Moment_aft' subsystem. This could be due to the 'Tensorflow Model Predict' block generating a variable-size output, which the subsystem might not support or be configured to handle.
As @Gayathri suggested, to help resolve the issue, it would be beneficial if you could provide the necessary files.
Hope this helps!

Categories

Products

Release

R2024a

Asked:

on 12 Dec 2024

Answered:

on 6 Jan 2025

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!