checkpointing: make code aware of changed GPU device on resume #71
Description
I just noticed that resuming from a checkpoint with the current code will assume tht it is running on the same GPU (number) as before. E.g. if the process started on GPU #0, after resume it will assume it is still running on GPU #0. However if you work on a cluster and your resume command goes through eh queuing system, then the process may well run on GPU#1,2,3 etc. after resume.
Fix: Provide the GPU number as an additional argument to the resume function.