Binaries built for different gpu architectures are not compatible.
So installing gcc-10-offload-amdgcn will just make gcc build binaries for 
amdgcn target which can't run on nvptx target.

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https://bugs.launchpad.net/bugs/1878760

Title:
  gcc-10 is selecting amdgcn target by default

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