Attributes must be of the same bit depth. If 16-bit float is used to save disk space, then you need to cast them back to 32-bit float after loading the caches. Otherwise, problems may arise. For example, object merge branches with 16- and 32-bit attributes in some cases can break all attributes on the geometry.