Data Dependence Graph Basics

Authored by bmahjour on Sep 17 2019, 11:55 AM.


Data Dependence Graph Basics

This is the first patch in a series of patches that will implement data dependence graph in LLVM. Many of the ideas used in this implementation are based on the following paper:
D. J. Kuck, R. H. Kuhn, D. A. Padua, B. Leasure, and M. Wolfe (1981). DEPENDENCE GRAPHS AND COMPILER OPTIMIZATIONS.
This patch contains support for a basic DDGs containing only atomic nodes (one node for each instruction). The edges are two fold: def-use edges and memory-dependence edges.
The implementation takes a list of basic-blocks and only considers dependencies among instructions in those basic blocks. Any dependencies coming into or going out of instructions that do not belong to those basic blocks are ignored.

The algorithm for building the graph involves the following steps in order:

  1. For each instruction in the range of basic blocks to consider, create an atomic node in the resulting graph.
  2. For each node in the graph establish def-use edges to/from other nodes in the graph.
  3. For each pair of nodes containing memory instruction(s) create memory edges between them. This part of the algorithm goes through the instructions in lexicographical order and creates edges in reverse order if the sink of the dependence occurs before the source of it.

Authored By: bmahjour

Reviewer: Meinersbur, fhahn, myhsu, xtian, dmgreen, kbarton, jdoerfert

Reviewed By: Meinersbur, fhahn, myhsu

Subscribers: ychen, arphaman, simoll, a.elovikov, mgorny, hiraditya, jfb, wuzish, llvm-commits, jsji, Whitney, etiotto

Tag: #llvm

Differential Revision: https://reviews.llvm.org/D65350

llvm-svn: 372162


bmahjourSep 17 2019, 11:55 AM
Differential Revision
D65350: [DDG] Data Dependence Graph Basics
rG6fce46a5f137: [docs][Bugpoint] Revert 5584ead50 a5aa3353
Reverted By
rG6476d7cf0b2b: Revert "Data Dependence Graph Basics"