How to make prediction using CNN regression model?

Hello.
I'm trying to make a cnn regression model.
It this answer, I want to analysis 'predicted data vs observer data R Squares' graph.
So in attached file, I want to predict the accuracy of observed (%) data with values from 100nm to 600nm. it is maybe sequence to sequence method.
How can I make a cnn regression model.
help me plz.

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Links pertaining to the following MATLAB Documentation will be helpful in implementing and creating CNN Models.
Details on CNN Model built specifically for regression can be found on the following llink
https://www.mathworks.com/help/deeplearning/ug/train-a-convolutional-neural-network-for-regression.html

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