Make platform-specific encapsulation of constants

[gth828r]

To improve portability, we should introduce a mechanism to inspect the underlying hardware (e.g. GPU, TPU, CPU-only) and set values based on that. We can create a factory pattern to return a set of pre-defined constants for hardware we recognize, as well as a default to use for non-CPU hardware which we do not recognize.