[Matrix] Add optimization remarks for matrix expression.
Generate remarks for matrix operations in a function. To generate remarks for matrix expressions, the following approach is used: 1. Collect leafs of matrix expressions (done in RemarkGenerator::getExpressionLeafs). Leafs are lowered matrix instructions without other matrix users (like stores). 2. For each leaf, create a remark containing a linearizied version of the matrix expression. The following improvements will be submitted as follow-ups: * Summarize number of vector instructions generated for each expression. * Account for shared sub-expressions. * Propagate matrix remarks up the inlining chain. The information provided by the matrix remarks helps users to spot cases where matrix expression got split up, e.g. due to inlining not happening. The remarks allow users to address those issues, ensuring best performance. Reviewers: anemet, Gerolf, thegameg, hfinkel, andrew.w.kaylor, LuoYuanke Reviewed By: anemet Differential Revision: https://reviews.llvm.org/D72453
Loading
Please sign in to comment