fix: lift mutated buffers owned by a submodule

[shoumikhin]

The problem

A mutated buffer that belongs to a submodule is never lifted. The rewrite skips it with a
warning and carries on:

lift_mutated_buffers: get_attr target inner.cache not found on gm; skipping

The buffer is there. The lookup is what fails. A get_attr target is fully qualified, so a
buffer owned by a submodule arrives as inner.cache, and neither hasattr nor getattr
walks a dotted path:

hasattr(module, "inner.cache") # Falsemodule.get_buffer("inner.cache") # the tensor

So only a buffer owned directly by the top-level module resolves. Any model that keeps state
inside its layers, which is the usual way to write one, is skipped.

The fix

Use get_buffer, which resolves through the submodules:

try:
buffer_tensor=gm.get_buffer(buffer_name)
exceptAttributeError:
logger.warning(
"lift_mutated_buffers: get_attr target %s not found on gm; skipping",
buffer_name,
)
continue

The warning is kept for a target that genuinely does not exist, so a real problem is still
reported. Nothing changes for a top-level buffer.

Testing

Added test_nested_buffer_lifted, which is the same shape as the existing
test_single_buffer_lifted but with the buffer one level down. It asserts the buffer is
lifted, the qualified name is preserved as inner.cache, the flattened placeholder is
buf_inner_cache, the rebuilt forward accepts it, and no trailing copy_ remains.

The test fails on the current code with exactly the warning above, and passes with the fix:

without the fix: 1 failed
with the fix: 8 passed

Worth noting why the existing tests do not catch this: all of them use a buffer owned by
the top-level module, so the name has no dots and getattr happens to work.

[lanluo-nvidia]

lgtm