I can see in the Drupal taxonomy api taxonomy_get_tree() which returns an array of term objects, however, the vocabulary ID is a required object. I thought also about taxonomy_term_load_multiple, but an array of IDs is necessary to populate it.
How can I get all the objects regardless of vocabulary affiliation? More or less what I am looking for is taxonomy_get_tree('all').
Each term object contains the [vid] it's associated with. I need to be able to loop through each object and determine the vocabulary it's associated with rather than the other way around.