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In MikTex, the memory size can be increased permanently by this way:

1, For Windows, Open a command Window and enter:

initexmf --edit-config-file=latex 

For Ubuntu, try this: gedit .miktex/texmfs/config/miktex/config/latex.ini

2. In the file opened (it may be empty), add:

   main_memory=12000000

3. Save the file and quite. Then in the command window, enter

   initexmf --dump=latex

Then repeat the above steps for pdflatex. If the error persists, try increasing the main-memory value. For lualatex,the memory allocation is dynamic, hence the aforementioned steps are unnecessary, but if the compilation fails for lualatex, try for it as well