[FakeTensor] Use the device of the meta tensor for fallback kernel (#80193)
Otherwise, I would run into issues such as fp16 not supported for Conv Cpu, or cudnn_rnn not implemented for cpu.
Pull Request resolved: https://github.com/pytorch/pytorch/pull/80193
Approved by: https://github.com/Chillee
