Big Plots With Subplots Via Parallel (nodisplay mode)

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I am trying to create plots while running in parallel using a Mac or Linux machine. These plots look great when done in normal mode using the native display manager. However when I run in parallel I cannot coax the plot quality out. I have tried various formats including PDF and the results are the same; each of my four subplots are very small - essentiall lines.
Here is the figure declaration: figure('position', [ 100 100 700 1200], 'renderer','painters','PaperPositionMode','auto', 'visible', 'off')

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