RFR: 8315361: C2 SuperWord: refactor out loop analysis into shared auto-vectorization facility VLoopAnalyzer [v7]
Emanuel Peter
epeter at openjdk.org
Tue Jan 9 11:47:29 UTC 2024
On Tue, 9 Jan 2024 11:43:40 GMT, Emanuel Peter <epeter at openjdk.org> wrote:
>> This is a refactoring of `SuperWord`.
>>
>> **Goals**
>>
>> 1. Clean up `SuperWord`: disentangle different components, make them more **modular**.
>> 2. Make the loop analysis parts a **shared facility**, not just for SuperWord but also the post-loop-vectorizer ([JDK-8308994](https://bugs.openjdk.org/browse/JDK-8308994)).
>> 3. It is also a necessary step on my bigger plans for improvement with the C2 Auto-Vectorizer ([see my blog post](https://eme64.github.io/blog/2023/11/03/C2-AutoVectorizer-Improvement-Ideas.html)).
>> 4. Improve tracing in the auto-vectorization by making it more systematic.
>>
>> **Summary**
>>
>> - I wrote a summary of how C2 auto-vectorization with SuperWord works (please read!):
>> https://github.com/openjdk/jdk/blob/95fd361e60fc66eb91edad321662e508b2d1bdde/src/hotspot/share/opto/superword.hpp#L32-L177
>> - I moved many `Superword` components out to `VLoop` and its subclass `VLoopAnalyzer`. The idea is that any vectorizer can use these facilities in the future. They are therefore made more modular, which should hopefully make future changes easier. These components are:
>> - Checking the pre-conditions for vectorization (e.g. no unwanted ctrl-flow).
>> - `VLoop::check_preconditions_helper` replaces code from old `SuperWord::transform_loop`.
>> - Running all submodules of `VLoopAnalyzer`: `VLoopAnalyzer::analyze_helper`. Replaces analysis part of `SuperWord::SLP_extract`.
>> - Finding and marking reductions -> `VLoopReductions`
>> - Detecting memory slices -> `VLoopMemorySlices`
>> - Analyzing the body -> `VLoopBody` (renamed `in_bb` -> `in_body`)
>> - Determining vector element types, and functions to determine the `vector_width` of a node -> `VLoopTypes`
>> - Constructing the dependence graph -> `VLoopDependenceGraph`. Replaces old `DepGraph` with all its components.
>> - New: CompileCommand option `TraceAutovectorization`
>> - Run with `-XX:CompileCommand=traceAutovectorization,*::*,help` to get a usage description.
>> - Replaced all printing with flags `TraceSuperWord` (and `Verbose`) and of `VectorizeDebug`.
>> - The advantage of a CompileCommand is that tracing can be applied selectively for only a limited set of java classes / methods.
>> - It uses tags, which are more readable than the `VectorizeDebug` bit-flags. These tags can be used for all parts of the vectorizer, but one can also target SuperWord specifically.
>> - I systematically added tracing at every point where vectorization (partially) fails (use tag `SW_R...
>
> Emanuel Peter has updated the pull request incrementally with one additional commit since the last revision:
>
> product guard for TraceSuperWordLoopUnrollAnalysis tracing
@fg1417 @chhagedorn I merged in my other SuperWord change (AlignVector fix), and addressed the previous comments.
Would you mind reviewing (again)?
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PR Comment: https://git.openjdk.org/jdk/pull/16620#issuecomment-1882920281
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