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Memory usage optimization

Jean-Baptiste Bayle requested to merge memory-usage-optimization-implementation into master

Optimization of the peak memory usage by

  • Discarding quantities when they are not needed anymore (writing them to file if needed)
  • Using multiple parallel writing processes to handle quicker writing, then merging intermediary files to a single final file

Optimization of runtime by

  • Identifying independent branches and adding option to run them in parallel processes (not working on most platforms)

Reformatting of many files using Black.

Edited by Jean-Baptiste Bayle

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