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Draft: 3 new greedy

Raphaël Attias requested to merge 3-new-greedy into master
  1. Added tqdm (loading bar) in run.py and readme.md, it will appear iff the logger is set to WARNING
  2. Added decentralized greedy swap .py, and a bash script to try it out
  3. In convergence.py, added a --dpi arg to increase the pixel density of figures
  4. In Final distribution.py, now the default label is the directory instead of _, just like convergence.py
  5. Greedy swap, added a argument --swap-type, which can be either random or min.
  6. Fix an issue with symmetric relative entropy
  7. Started implementation of d_sdg with cuda, does not change anything yet if no CUDA is available.

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