Are associations cached with MemoryStore?

Having trouble with MemoryStore cache. I store an object with association:

post = Post.find_by_id(id), :includes => :tags Post.cache.write(key, post)

When I retrieve this, the model is certainly there, but the SQL dump indicates the associations (tags) still loaded from the database. Anyone know how I can store and retrieve the associations?