Export training-progress plots

Question

Matthew Miller 2024-9-19

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此问题的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/2154050-export-training-progress-plots

回答： Matthew Miller 2024-9-26

I am using Matlab on a remote system. I use the -nodesktop flag and interact via command line.

I use trainnet to train deep learning networks. I would like to save and export the training-progress plots for viewing on a local system. Is this possible and if so, how do I do it?

Thank you.

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Answer 1

Shubham 2024-9-22

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https://ww2.mathworks.cn/matlabcentral/answers/2154050-export-training-progress-plots#answer_1520635

编辑：Shubham 2024-9-22

在 MATLAB Online 中打开

Hey Matthew,

For exporting the training-progress plots generated on a remote MATLAB machine, you can do the following:

Save the plots using MATLAB on the remote machine itself. You may find the plot and save it programmatically. To get a better idea, have a look at the below mentioned code snippet from this MATLAB Answer post: https://www.mathworks.com/matlabcentral/answers/831163-save-finalized-training-progress-plots-using-outputfcn

        currentfig = findall(groot, 'Tag', 'NNET_CNN_TRAININGPLOT_UIFIGURE');
        savefig(currentfig,'test.fig');        

Alternatively, use a custom plot function in the "trainingOptions", or save the plot manually as specified in the following documentation: https://www.mathworks.com/help/deeplearning/ref/trainingoptions.html#bvniuj4
For exporting a copy of the file to your local system, you can transfer the file using scp commad. For instance,the following command would transfer the plot figure to your local system:

scp username@remote_host:/path/to/training_progress.png /local/path/