General Framework
The general framework for loop vectorization is split into four stages:
- Prelude: Where the loop-independent variables are prepared to be used inside the loop. This normally involves moving them to vector registers with specific patterns that will be used in vector instructions. This is also the place to insert the run-time dependence check. If the check decides vectorization is not possible, branch to Cleanup.
- Loop(s): All vectorizes (or not) loops, separated by SCCs clusters in order of appearance in the original code.
- Postlude: Return all loop-independent variables, inductions and reductions.
- Cleanup: Implement plain (non-vectorized) loops for iterations at the end of a loop that are not a multiple of the vector size) or for when run-time checks prohibit vector processing.
Read more about this topic: Vectorization (parallel Computing)
Famous quotes containing the words general and/or framework:
“The general Mistake among us in the Educating of our Children, is, That in our Daughters we take Care of their Persons and neglect their Minds; in our Sons, we are so intent upon adorning their Minds, that we wholly neglect their Bodies.”
—Richard Steele (1672–1729)
“Seeing our common-sense conceptual framework for mental phenomena as a theory brings a simple and unifying organization to most of the major topics in the philosophy of mind.”
—Paul M. Churchland (b. 1942)