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The TF
build()
PR brought back an old issue where TF would latch onto the first concrete shape it saw, which would then become the model's save signature. We avoid it by hittingself._set_save_spec()
with flexible shapes ASAP when models are created.This PR also replaces a few more instances of
build()
withbuild_in_name_scope()
in our tests. This should hopefully fix the CI issues (cc @ydshieh)