Rename variable horovod_num_processes in ReturnnTrainingJob and ReturnnRasrTrainingJob

[christophmluscher]

The jobs got extended to enable multi-GPU usage for the torch backend (see #444 and #445). The horovod_num_processes variable name is now incorrect. This change needs to be done carefully since this is a potentially hash-breaking change.
Analog to distributed_launch_command rename horovod_num_processes to distributed_num_processes?

@albertz @Judyxujj @JackTemaki comments?

[albertz]

Yes, this makes sense.

distributed_num_processes is a good name.

However, I currently don't have a good idea how to do this without breaking setups. Do you?

[albertz]

Ok, we could maybe define a custom _sis_hash for the ReturnnTrainingJob, and there use exactly the old name (horovod_num_processes), and then in __init__, we can do any handling we want for kwargs, so supporting both the new name and the old name. I think sth like this would work.