[llvm-dev] [Proposal][RFC] Epilog loop vectorization
Hal Finkel via llvm-dev
llvm-dev at lists.llvm.org
Thu Feb 23 14:13:52 PST 2017
On 02/22/2017 11:52 AM, Adam Nemet via llvm-dev wrote:
> Hi Ashutosh,
>> On Feb 22, 2017, at 1:57 AM, Nema, Ashutosh via llvm-dev
>> <llvm-dev at lists.llvm.org <mailto:llvm-dev at lists.llvm.org>> wrote:
>> This is a proposal about epilog loop vectorization.
>> Currently Loop Vectorizer inserts an epilogue loop for handling loops
>> that don’t have known iteration counts.
>> The Loop Vectorizer supports loops with an unknown trip count,
>> unknown trip count may not be a multiple of the vector width, and the
>> vectorizer has to execute the last few iterations as scalar code. It
>> keeps a scalar copy of the loop for the remaining iterations.
>> Loop with the large width has a high possibility of executing many
>> scalar iterations.
>> i.e. i8 data type with 256bits target register can vectorize with
>> vector width 32, with that maximum trip count possibility for
>> scalar(epilog) loop is 31, which is significant & worth vectorizing.
>> Large vector factor has following challenges:
>> 1)Possibility of remainder iteration is substantial.
>> 2)Actual trip count at runtime is substantial but not meeting minimum
>> trip count to execute vector loop.
>> These challenges can be addressed by mask instructions, but these
>> instructions are limited and may not be available to all targets.
>> By epilog vectorization our aim to vectorize epilog loop where
>> original loop is vectorized with large vector factor and has a high
>> possibility of executing scalar iterations.
>> This require following changes:
>> 1)Costing: Preserve all profitable vector factor.
>> 2)Transform: Create an additional vector loop with next profitable
>> vector factor.
> Is this something that you propose to be on by default for wide VPU
> architectures without masking support? I.e. how widely is this
> applicable? If not then perhaps a better strategy would be to just
> annotate the remainder loop with some metadata to limit the
> vectorization factor and just rerun the vectorizer.
Why would this solution (annotating the remainder loop to limit
vectorization and rerunning the vectorization process) not be preferred
One issue that might be relevant here are runtime aliasing checks, which
are probably going to be redundant, or partially redundant, between the
different vectorized versions. Will we be able to do any necessary
cleanup after the fact? Moreover, we often don't hoist (unswitch) these
checks out of inner loops (perhaps because they're inside the trip-count
checks?); I wonder if the proposed block structure will make this
situation better or worse (or have no overall effect).
>> Please refer attached file (BlockLayout.png) for the details about
>> transformed block layout.
>> Patch is available at:https://reviews.llvm.org/D30247
>> LLVM Developers mailing list
>> llvm-dev at lists.llvm.org <mailto:llvm-dev at lists.llvm.org>
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Lead, Compiler Technology and Programming Languages
Leadership Computing Facility
Argonne National Laboratory
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