This patch removes the single uncountable exit constraint, allowing
loops with multiple early exits, if the exits form a dominance chain and
all other constraints hold for all uncountable early exits.
While legality now accepts such loops, vectorization is not yet
supported. VPlan support will be added in a follow up:
https://github.com/llvm/llvm-project/pull/174864
PR: https://github.com/llvm/llvm-project/pull/176403
This patch enables the vectorization of the llvm.frexp intrinsic.
Following the suggestion in #112408, frexp is moved from
isTriviallyScalarizable to isTriviallyVectorizable.
Fixes#112408
In 531.deepsjeng_r from SPEC CPU 2017 there's a loop that we
unprofitably loop vectorize on RISC-V.
The loop looks something like:
```c
for (int i = 0; i < n; i++) {
if (x0[i] == a)
if (x1[i] == b)
if (x2[i] == c)
// do stuff...
}
```
Because it's so deeply nested the actual inner level of the loop rarely
gets executed. However we still deem it profitable to vectorize, which
due to the if-conversion means we now always execute the body.
This stems from the fact that `getPredBlockCostDivisor` currently
assumes that blocks have 50% chance of being executed as a heuristic.
We can fix this by using BlockFrequencyInfo, which gives a more accurate
estimate of the innermost block being executed 12.5% of the time. We can
then calculate the probability as `HeaderFrequency / BlockFrequency`.
Fixing the cost here gives a 7% speedup for 531.deepsjeng_r on RISC-V.
Whilst there's a lot of changes in the in-tree tests, this doesn't
affect llvm-test-suite or SPEC CPU 2017 that much:
- On armv9-a -flto -O3 there's 0.0%/0.2% more geomean loops vectorized
on llvm-test-suite/SPEC CPU 2017.
- On x86-64 -flto -O3 **with PGO** there's 0.9%/0% less geomean loops
vectorized on llvm-test-suite/SPEC CPU 2017.
Overall geomean compile time impact is 0.03% on stage1-ReleaseLTO:
https://llvm-compile-time-tracker.com/compare.php?from=9eee396c58d2e24beb93c460141170def328776d&to=32fbff48f965d03b51549fdf9bbc4ca06473b623&stat=instructions%3Au
While looking into fixing #158499, I found some other cases where the
messages emitted could be improved. This PR improves both the messages
printed to the debug output and the missed-optimization messages in
cases where:
- loop vectorization is explicitly disabled
- loop vectorization is implicitly disabled by disabling all loop
transformations
- loop vectorization is set to happen only where explicitly enabled
A branch that should currently be unreachable is also added. If the
related logic ever breaks (eg. due to changes to getForce() or the
ForceKind enum) this should alert devs and users. New test cases are
also added to verify that the correct messages (and only them) are
outputted.
---------
Co-authored-by: GYT <tiborgyri@gmail.com>
Co-authored-by: Florian Hahn <flo@fhahn.com>
Add support for vectorizing loops that select the index of the minimum
or maximum element. The patch implements vectorizing those patterns by
combining Min/Max and FindFirstIV reductions.
It extends matching Min/Max reductions to allow in-loop users that are
FindLastIV reductions. It records a flag indicating that the Min/Max
reduction is used by another reduction. The extra user is then check as
part of the new `handleMultiUseReductions` VPlan transformation.
It processes any reduction that has other reduction users. The reduction
using the min/max reduction currently must be a FindLastIV reduction,
which needs adjusting to compute the correct result:
1. We need to find the last IV for which the condition based on the
min/max reduction is true,
2. Compare the partial min/max reduction result to its final value and,
3. Select the lanes of the partial FindLastIV reductions which
correspond to the lanes matching the min/max reduction result.
Depends on https://github.com/llvm/llvm-project/pull/140451
PR: https://github.com/llvm/llvm-project/pull/141431
#158690 plans on passing BFI as a lazy lambda to avoid computing
BlockFrequencyInfo when not needed.
In preparation for that, this PR removes BFI and PSI from some
constructors that aren't used. It also consolidates the two calls to
llvm::shouldOptimizeForSize so that the result is computed once and
passed where needed.
This also renames OptForSize in LoopVectorizationLegality to clarify
that it's to prevent runtime SCEV checks, see
https://reviews.llvm.org/D68082
Update isNoWrap to only use the inbounds/nusw flags from GEPs that are
guaranteed to be dereferenced on every iteration. This fixes a case
where we incorrectly determine no dependence.
I think the issue is isolated to code that evaluates the resulting
AddRec at BTC, just using it to compute the distance between accesses
should still be fine; if the access does not execute in a given
iteration, there's no dependence in that iteration. But isolating the
code is not straight-forward, so be conservative for now. The practical
impact should be very minor (only one loop changed across a corpus with
27k modules from large C/C++ workloads.
Fixes https://github.com/llvm/llvm-project/issues/160912.
PR: https://github.com/llvm/llvm-project/pull/161445
Currently we cannot vectorize loops with latch blocks terminated by a
switch. In the future this could be handled by materializing appropriate
compares.
Fixes https://github.com/llvm/llvm-project/issues/156894.
This adds initial support to LoopVectorizationLegality to analyze loops
with side effects (particularly stores to memory) and an uncountable
exit. This patch alone doesn't enable any new transformations, but
does give clearer reasons for rejecting vectorization for such a loop.
The intent is for a loop like the following to pass the specific checks,
and only be rejected at the end until the transformation code is
committed:
```
// Assume a is marked restrict
// Assume b is known to be large enough to access up to b[N-1]
for (int i = 0; i < N; ++) {
a[i]++;
if (b[i] > threshold)
break;
}
```
This patch splits out the legality checks from PR #151300, following the
landing of PR #128593.
It is a step toward supporting vectorization of early-exit loops that
contain potentially faulting loads.
In this commit, an early-exit loop is considered legal for vectorization
if it satisfies the following criteria:
1. it is a read-only loop.
2. all potentially faulting loads are unit-stride, which is the only
type currently supported by vp.load.ff.
If ExtraAnalysis is requested, emit all remarks caused by unvectorizable instructions - instead of only the first.
This is in line with how other places handle DoExtraAnalysis and it can be quite helpful to get info about all instructions in a loop that prevent vectorization.
Add additional checks before marking pointers safe to load
speculatively. If some computations feeding the pointer may trigger UB,
we cannot load the pointer speculatively, because we cannot compute the
address speculatively. The UB triggering instructions will be
predicated, but if the predicated block does not execute the result is
poison.
Similarly, we also cannot load the pointer speculatively if it may be
poison. The patch also checks if any of the operands defined outside the
loop may be poison when entering the loop. We *don't* need to check if
any operation inside the loop may produce poison due to flags, as those
will be dropped if needed.
There are some types of instructions inside the loop that can produce
poison independent of flags. Currently loads are also checked, not sure
if there's a convenient API to check for all such operands.
Fixes https://github.com/llvm/llvm-project/issues/142957.
PR: https://github.com/llvm/llvm-project/pull/143204
Seeing how we can't generate any debug intrinsics any more: delete a
variety of codepaths where they're handled. For the most part these are
plain deletions, in others I've tweaked comments to remain coherent, or
added a type to (what was) type-generic-lambdas.
This isn't all the DbgInfoIntrinsic call sites but it's most of the
simple scenarios.
Co-authored-by: Nikita Popov <github@npopov.com>
This patch moves the check for a single latch exit from computeMaxVF()
to LoopVectorizationLegality::canFoldTailByMasking(), as it duplicates
the logic when foldTailByMasking() returns false.
It also updates the NoScalarEpilogueNeeded logic to return false for
loops that are neither single-latch-exit nor early-exit. This avoids
applying tail-folding in unsupported cases and prevents triggering
assertions during analysis.
As the name of the function suggests, convertPointerToIntegerType should
return an IntegerType instead of a Type, and should only ever be called
with integer or ptr type. Fix the callers getWiderType, and
addInductionPhi to narrow the type of WidestIndTy to IntegerType,
stripping unclear casts. While at it, rename convertPointerToIntegerType
and getWiderType for clarity.
This patch adds initial support for vectorizing literal struct return
values. Currently, this is limited to the case where the struct is
homogeneous (all elements have the same type) and not packed. The users
of the call also must all be `extractvalue` instructions.
The intended use case for this is vectorizing intrinsics such as:
```
declare { float, float } @llvm.sincos.f32(float %x)
```
Mapping them to structure-returning library calls such as:
```
declare { <4 x float>, <4 x float> } @Sleef_sincosf4_u10advsimd(<4 x float>)
```
Or their widened form (such as `@llvm.sincos.v4f32` in this case).
Implementing this required two main changes:
1. Supporting widening `extractvalue`
2. Adding support for vectorized struct types in LV
* This is mostly limited to parts of the cost model and scalarization
Since the supported use case is narrow, the required changes are
relatively small.
I've removed the HasUncountableEarlyExit variable, since we can
already determine whether or not a loop has an early exit by seeing
if we found an uncountable exit.
I have also deleted the old UncountableExitingBlocks and
UncountableExitBlocks lists and replaced them with a single
uncountable edge. This means we don't need to worry about keeping the
list entries in sync and makes it clear which exiting block
corresponds to which exit block.
Currently we emit early-exit related debug messages/remarks even when
there is a single exit. Update to only check isVectorizableEarlyExitLoop
if there isn't a single exit block.
PR: https://github.com/llvm/llvm-project/pull/121994
This is a split-off from #109833 and only adds code relating to checking
if a struct-returning call can be vectorized.
This initial patch only allows the case where all users of the struct
return are `extractvalue` operations that can be widened.
```
%call = tail call { float, float } @foo(float %in_val)
%extract_a = extractvalue { float, float } %call, 0
%extract_b = extractvalue { float, float } %call, 1
```
Note: The tests require the VFABI changes from #119000 to pass.
- update `VectorUtils:isVectorIntrinsicWithScalarOpAtArg` to use TTI for
all uses, to allow specifiction of target specific intrinsics
- add TTI to the `isVectorIntrinsicWithStructReturnOverloadAtField` api
- update TTI api to provide `isTargetIntrinsicWith...` functions and
consistently name them
- move `isTriviallyScalarizable` to VectorUtils
- update all uses of the api and provide the TTI parameter
Resolves#117030
A more lightweight variant of
https://github.com/llvm/llvm-project/pull/109193,
which dispatches to multiple exit blocks via the middle blocks.
The patch also introduces a bit of required scaffolding to enable
early-exit vectorization, including an option. At the moment, early-exit
vectorization doesn't come with legality checks, and is only used if the
option is provided and the loop has metadata forcing vectorization. This
is only intended to be used for testing during bring-up, with @david-arm
enabling auto early-exit vectorization plugging in the changes from
https://github.com/llvm/llvm-project/pull/88385.
PR: https://github.com/llvm/llvm-project/pull/112138
* Rename Speculative -> Uncountable and update tests.
* Add comments explaining why it's safe to ignore the predicates when
building up a list of exiting blocks.
* Reshuffle some code to do (hopefully) cheaper checks first.
Currently if a loop contains loads that we can prove at compile time
are dereferenceable when certain conditions are satisfied the function
isDereferenceableAndAlignedInLoop will still return false because
getSmallConstantMaxTripCount will return 0 when SCEV predicates
are required. This patch changes getSmallConstantMaxTripCount to take
an optional Predicates pointer argument so that we can permit
functions such as isDereferenceableAndAlignedInLoop to consider more
cases.
This patch is split off from PR #88385 and concerns only the code
related to the legality of vectorising early exit loops. It is the first
step in adding support for vectorisation of a simple class of loops that
typically involves searching for something, i.e.
for (int i = 0; i < n; i++) {
if (p[i] == val)
return i;
}
return n;
or
for (int i = 0; i < n; i++) {
if (p1[i] != p2[i])
return i;
}
return n;
In this initial commit LoopVectorizationLegality will only consider
early exit loops legal for vectorising if they follow these criteria:
1. There are no stores in the loop.
2. The loop must have only one early exit like those shown in the above
example. I have referred to such exits as speculative early exits, to
distinguish from existing support for early exits where the
exit-not-taken count is known exactly at compile time.
3. The early exit block dominates the latch block.
4. The latch block must have an exact exit count.
5. There are no loads after the early exit block.
6. The loop must not contain reductions or recurrences. I don't see
anything fundamental blocking vectorisation of such loops, but I just
haven't done the work to support them yet.
7. We must be able to prove at compile-time that loops will not contain
faulting loads.
Tests have been added here:
Transforms/LoopVectorize/AArch64/simple_early_exit.ll
The code makes assumptions later on the operations and their inputs
being scalar in the loops that are processed, so we should make sure
this is the case in the legalizer.
Successful vectorization message is emitted even
after "Result" is false. "Result" = false indicates failure of one of
the legality check and thus
successful message should not be printed.
Update createEdgeMask to created masks where the terminator in Src is a
switch. We need to handle 2 separate cases:
1. Dst is not the default desintation. Dst is reached if any of the
cases with destination == Dst are taken. Join the conditions for each
case where destination == Dst using a logical OR.
2. Dst is the default destination. Dst is reached if none of the cases
with destination != Dst are taken. Join the conditions for each case
where the destination is != Dst using a logical OR and negate it.
Edge masks are created for every destination of cases and/or
default when requesting a mask where the source is a switch.
Fixes https://github.com/llvm/llvm-project/issues/48188.
PR: https://github.com/llvm/llvm-project/pull/99808
This patch implements limited loop vectorization support for the 'all-in-one' histogram intrinsic. The feature is disabled by default, and when enabled will only vectorize if there are no other users of values in the gather-modify-scatter sequence.
