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 comentario

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

Iniciar sesión para comentar.

Respuestas (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!

Categorías

Más información sobre Deep Learning Toolbox en Centro de ayuda y File Exchange.

Productos

Versión

R2024a

Preguntada:

el 12 de Dic. de 2024

Respondida:

el 6 de En. de 2025

Community Treasure Hunt

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

Start Hunting!

Translated by