Custom tape allocator support

[vchuravy]

Capturing an offline discussion with @wsmoses

Stage 1:

• allow frontend to register a custom allocation function for tapes
  • Needs some thought on CUDA device
  • Address space might differ from normal malloc, the goal is to turn tapes into full Julia objects.
• Frontend should also be able to provide a custom free or indicate that a free is not needed.

Stage 2:

• Besides the tape size, also provide a runtime layout descriptor. This is needed for GC support so that Enzyme.jl can find sub-tapes and Julia objects stored on the tape.
• We might need support for emitting write barriers, e.g. when we store a Julia object to the tape we will have to insert a call to an intrinsic

[tgymnich]

We should also have allocators with different alignments for leaf node vector mode.