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Improve Documentation for Pytorch Parallel training

Sebastian Döbel requested to merge pr_ddp into preview
  • removes docu for Horovod since it is more or less a dead framework
  • improves docu for Pytorch native multi GPU methods
  • add example how to set up environment for Pytorch DDP

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