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Add Warmup APIs #5

@elibol

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@elibol

Add compile_warmup (module level, generic pre-JIT) and execute_warmup (caller-provided per-kernel launch hooks for realistic shapes / data). It should not be too much more work to also persist JIT to disk. The storage abstraction should be a trait with an object store-like interface.

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