OpenVINO Graph Rewrite Pass¶
ov::pass::GraphRewrite serves for running multiple matcher passes on
ov::Model in a single graph traversal. Example:
// Two matcher passes will run simultaneously in a single graph traversal ov::pass::GraphRewrite pass; pass.add_matcher<ov::pass::DecomposeDivideMatcher>(); pass.add_matcher<ov::pass::ReluReluFusionMatcher>(); pass.run_on_model(f);
In addition, GraphRewrite handles nodes that were registered by MatcherPasses during their execution. This nodes will be added to the beginning of the sequence with nodes for pattern matching.
ov::pass::Manager temporary GraphRewrite is used to execute single MatcherPass.
GraphRewrite has two algorithms for MatcherPasses execution. First algorithm is straightforward. It applies each MatcherPass in registration order to current node.
But it is not really efficient when you have a lot of registered passes. So first of all GraphRewrite checks that all MatcherPass patterns has type-based root node (it means that type of this node is not hidden into predicate). And then creates map from registered MatcherPasses. That helps to avoid additional cost of applying each MatcherPass for each node.
GraphRewrite execution algorithm cannot be set manually and depends only on root nodes registered inside MatcherPasses.