2566 Commits

Author SHA1 Message Date
Florian Hahn
f68848015f
[VPlan] Manage Sentinel value for FindLastIV in VPlan. (#142291)
Similar to modeling the start value as operand, also model the sentinel
value as operand explicitly. This makes all require information for
code-gen available directly in VPlan.

PR: https://github.com/llvm/llvm-project/pull/142291
2025-06-13 19:17:01 +01:00
David Sherwood
541e5118ce
[LV] Use getFixedValue instead of getKnownMinValue when appropriate (#143526)
There are many places in VPlan and LoopVectorize where we use
getKnownMinValue to discover the number of elements in a vector. Where
we expect the vector to have a fixed length, I have used the stronger
getFixedValue call. I believe this is clearer and adds extra protection
in the form of an assert in getFixedValue that the vector is not
scalable.

While looking at VPFirstOrderRecurrencePHIRecipe::computeCost I also
took the liberty of simplifying the code.

In theory I believe this patch should be NFC, but I'm reluctant to add
that to the title in case we're just missing tests for some of the VPlan
changes. I built and ran the LLVM test suite when targeting neoverse-v1
and it seemed ok.
2025-06-13 11:43:50 +01:00
Florian Hahn
d65904675e
[LV] Move logic to create trip count check to helper (NFC).
Move the logic to create the iteration count check to a separate helper,
so it can be re-used by when creating the skeleton for epilogue
vectorization as well.
2025-06-12 21:35:56 +01:00
Hans Wennborg
0604dc199c Revert "[VPlan] Set branch weight metadata on middle term in VPlan (NFC) (#143035)"
This caused assertion failures:

  llvm/lib/Transforms/Vectorize/VPlan.h:4021:
  llvm::VPBasicBlock* llvm::VPlan::getMiddleBlock():
  Assertion `LoopRegion && "cannot call the function after vector loop region has been removed"' failed.

See comment on the PR.

> Manage branch weights for the BranchOnCond in the middle block in VPlan.
> This requires updating VPInstruction to inherit from VPIRMetadata, which
> in general makes sense as there are a number of opcodes that could take
> metadata.
>
> There are other branches (part of the skeleton) that also need branch
> weights adding.
>
> PR: https://github.com/llvm/llvm-project/pull/143035

This reverts commit db8d34db26e9ea92c08d6e813eca9cce40c48478.
2025-06-12 13:52:05 +02:00
Luke Lau
7ef77eb998
[LV] Support scalable interleave groups for factors 3,5,6 and 7 (#141865)
Currently the loop vectorizer can only vectorize interleave groups for
power-of-2 factors at scalable VFs by recursively interleaving
[de]interleave2 intrinsics.

However after https://github.com/llvm/llvm-project/pull/124825 and
#139893, we now have [de]interleave intrinsics for all factors up to 8,
which is enough to support all types of segmented loads and stores on
RISC-V.

Now that the interleaved access pass has been taught to lower these in
#139373 and #141512, this patch teaches the loop vectorizer to emit
these intrinsics for factors up to 8, which enables scalable
vectorization for non-power-of-2 factors.

As far as I'm aware, no in-tree target will vectorize a scalable
interelave group above factor 8 because the maximum interleave factor is
capped at 4 on AArch64 and 8 on RISC-V, and the
`-max-interleave-group-factor` CLI option defaults to 8, so the
recursive [de]interleaving code has been removed for now.

Factors of 3 with scalable VFs are also turned off in AArch64 since
there's no lowering for [de]interleave3 just yet either.
2025-06-12 11:09:09 +01:00
Florian Hahn
db8d34db26
[VPlan] Set branch weight metadata on middle term in VPlan (NFC) (#143035)
Manage branch weights for the BranchOnCond in the middle block in VPlan.
This requires updating VPInstruction to inherit from VPIRMetadata, which
in general makes sense as there are a number of opcodes that could take
metadata.

There are other branches (part of the skeleton) that also need branch
weights adding.

PR: https://github.com/llvm/llvm-project/pull/143035
2025-06-12 10:04:08 +01:00
Florian Hahn
5623b7f2d5
[LV] Use GeneratedRTChecks to check if safety checks were added (NFC).
Directly check via GeneratedRTChecks if any checks have been added,
instead of needing to go through ILV. This simplifies the code and
enables further refactoring in follow-up patches.
2025-06-11 21:08:36 +01:00
Stephen Tozer
aa8a1fa6f5
[DLCov][NFC] Annotate intentionally-blank DebugLocs in existing code (#136192)
Following the work in PR #107279, this patch applies the annotative
DebugLocs, which indicate that a particular instruction is intentionally
missing a location for a given reason, to existing sites in the compiler
where their conditions apply. This is NFC in ordinary LLVM builds (each
function `DebugLoc::getFoo()` is inlined as `DebugLoc()`), but marks the
instruction in coverage-tracking builds so that it will be ignored by
Debugify, allowing only real errors to be reported. From a developer
standpoint, it also communicates the intentionality and reason for a
missing DebugLoc.

Some notes for reviewers:

- The difference between `I->dropLocation()` and
`I->setDebugLoc(DebugLoc::getDropped())` is that the former _may_ decide
to keep some debug info alive, while the latter will always be empty; in
this patch, I always used the latter (even if the former could
technically be correct), because the former could result in some
(barely) different output, and I'd prefer to keep this patch purely NFC.
- I've generally documented the uses of `DebugLoc::getUnknown()`, with
the exception of the vectorizers - in summary, they are a huge cause of
dropped source locations, and I don't have the time or the domain
knowledge currently to solve that, so I've plastered it all over them as
a form of "fixme".
2025-06-11 17:42:10 +01:00
Florian Hahn
62b3e89afc
[LV] Remove unused LoopBypassBlocks from ILV (NFC).
After recent refactorings to move parts of skeleton creation
LoopBypassBlocks isn't used any more. Remove it.
2025-06-10 21:37:29 +01:00
Florian Hahn
4a6d31f4bf
[LV] Pass resume phi to fixReductionScalarResumeWhenVectorizing (NFC).
fixReductionScalarResumeWhenVectorizingEpilog updates the resume phis in
the scalar preheader. Instead of looking at all recipes in the middle
block and finding their resume-phi users we can iterate over all resume
phis in the scalar preheader directly.

This slightly simplifies the code and removes the need to look for the
resume phi.

Also slightly simplifies https://github.com/llvm/llvm-project/pull/141860.
2025-06-09 22:11:20 +01:00
Florian Hahn
f9b98e386e
[LV] Remove unused LoopMiddleBlock arg from fixReductionScalarRes (NFC)
The argument isn't used, remove it.
2025-06-09 21:47:03 +01:00
Florian Hahn
6108d50aed
[VPlan] Add ReductionStartVector VPInstruction. (#142290)
Add a new VPInstruction::ReductionStartVector opcode to create the start
values for wide reductions. This more accurately models the start value
creation in VPlan and simplifies VPReductionPHIRecipe::execute. Down the
line it also allows removing VPReductionPHIRecipe::RdxDesc.

PR: https://github.com/llvm/llvm-project/pull/142290
2025-06-09 20:59:12 +01:00
Florian Hahn
c2ea9404ab
[LV] Simplify finding EPResumeValue (NFC).
It should be sufficient to check that the resume phi has the correct
type, as the vector trip count as incoming value and starts at 0
otherwise. There is no need to find the middle block.
2025-06-09 19:37:33 +01:00
Ramkumar Ramachandra
6716d4eaa8
[LV] Prefer DenseMap::lookup over find (NFC) (#141809)
Apart from the stylistic improvement, lookup has the nice property of
returning a default-constructed object on failure-to-find, while find
returns the end iterator, which cannot be dereferenced.
2025-06-03 14:37:19 +01:00
Florian Hahn
5520ab3d50
[VPlan] Add ComputeAnyOfResult VPInstruction (NFC) (#141932)
Add a dedicated opcode for any-of reduction, similar to
https://github.com/llvm/llvm-project/pull/132689 and
https://github.com/llvm/llvm-project/pull/132690.

The patch also explictly adds the start value to not require
RecurrenceDescriptor during execute. It also allows freezing the start
value to make it poison-safe.

PR: https://github.com/llvm/llvm-project/pull/141932
2025-06-03 14:33:53 +01:00
Luke Lau
ddfeecf4c5
[VPlan] Convert to concrete recipes before dissolving loop regions. NFCI (#141999)
After updating #118638 on tip of tree, expanding
VPWidenIntOrFpInductionRecipes fails because it needs the loop region to
get the latch to insert the increment into:

VPBasicBlock *ExitingBB =
Plan->getVectorLoopRegion()->getExitingBasicBlock();
Builder.setInsertPoint(ExitingBB,
ExitingBB->getTerminator()->getIterator());
    auto *Next = Builder.createNaryOp(AddOp, {Prev, Inc}, Flags,
WidenIVR->getDebugLoc(), "vec.ind.next");

However after #117506, the region is dissolved so it doesn't work.

This shuffles the dissolveLoopRegions steps to be after
convertToConcreteRecipes so we can use the region when expanding
VPWidenIntOrFpInductionRecipes
2025-06-03 12:05:13 +01:00
Florian Hahn
11713e86b0
[LV] Move VPlan-based calculateRegisterUsage to VPlanAnalysis (NFC). (#135673)
Move VPlan-based calculateRegisterUsage from LoopVectorize
to VPlanAnalysis.cpp. It is a VPlan-based analysis and this helps
to reduce the size of LoopVectorize.

PR: https://github.com/llvm/llvm-project/pull/135673
2025-06-02 17:40:50 +01:00
Florian Hahn
0f00a96fed
[VPlan] Simplify branch on False in VPlan transform (NFC). (#140409)
Simplify branch on false, starting with the branch from the middle block
to the scalar preheader. Initially this helps simplifying the initial
VPlan construction.

Depends on https://github.com/llvm/llvm-project/pull/140405.

PR: https://github.com/llvm/llvm-project/pull/140409
2025-05-31 20:32:45 +01:00
Jon Roelofs
798058fca5
[Remarks] Remove an upcast footgun. NFC (#142191)
CodeRegion's were previously passed as Value*, but then immediately
upcast to BasicBlock. Let's keep the type information around until the
use cases for non-BasicBlock code regions actually materialize.
2025-05-31 11:07:54 -07:00
Florian Hahn
10bd4cd9cd
[VPlan] Remove ResumePhi opcode, use regular PHI instead (NFC). (#140405)
Use regular VPPhi instead of a separate opcode for resume phis. This
removes an unneeded specialized opcode and unifies the code
(verification, printing, updating when CFG is changed).

Depends on https://github.com/llvm/llvm-project/pull/140132.

PR: https://github.com/llvm/llvm-project/pull/140405
2025-05-30 12:50:08 +01:00
Florian Hahn
417e43ad43
[LV] Set PhiTy once in adjustRecipesForReductions (NFC). 2025-05-30 08:33:15 +01:00
Ramkumar Ramachandra
663aea2601
[LV] Clean up unused template args of min/max (NFC) (#141778) 2025-05-29 09:57:22 +02:00
Elvis Wang
332fe08f1d
[VPlan] Implement VPlan-based cost model for VPReduction, VPExtendedReduction and VPMulAccumulateReduction. (#113903)
This patch implement the VPlan-based cost model for VPReduction,
VPExtendedReduction and VPMulAccumulateReduction.

With this patch, we can calculate the reduction cost by the VPlan-based
cost model so remove the reduction costs in `precomputeCost()`.

Ref: Original instruction based implementation:
https://reviews.llvm.org/D93476
2025-05-29 11:15:16 +08:00
Florian Hahn
440a8adb86
[VPlan] Use VPIRFlags to manage FMFs for ComputeReductionResult (NFC).
Manage fast-math flags using VPIRFlags from VPInstruciton, in inline
with other VPInstructions. With this change, we now print the correctly
flags for ComputeReductionResult, other than that NFC.
2025-05-28 20:54:58 +01:00
Florian Hahn
ad58ea3ba8
[VPlan] Bail out before construction VPlan0 if MinVF > MaxVF.
This reduces the cases where we need to create initial VPlans
unnecessarily after 567b3172da2d52f5df70a37f3de06b7000b25968.

buildVPlansWithVPRecipes is called with MinVF > MaxVF if the target does
not support scalable vectors.

Recovers some of the compile-time impact
http://llvm-compile-time-tracker.com/compare.php?from=3033f202f6707937cd28c2473479db134993f96f&to=1a0b9e5834f7fd4abf058864e656f8e26b7a26ff&stat=instructions:u
2025-05-27 21:19:11 +01:00
Florian Hahn
d56deea1e4
[VPlan] Connect Entry to scalar preheader during initial construction. (#140132)
Update initial construction to connect the Plan's entry to the scalar
preheader during initial construction. This moves a small part of the
 skeleton creation out of ILV and will also enable replacing
 VPInstruction::ResumePhi with regular VPPhi recipes.

Resume phis need 2 incoming values to start with, the second being the
bypass value from the scalar ph (and used to replicate the incoming
value for other bypass blocks). Adding the extra edge ensures we
incoming values for resume phis match the incoming blocks.

PR: https://github.com/llvm/llvm-project/pull/140132
2025-05-27 16:07:56 +01:00
Florian Hahn
567b3172da
[VPlan] Construct initial once and pass clones to tryToBuildVPlan (NFC). (#141363)
Update to only build an initial, plain-CFG VPlan once, and then
transform & optimize clones.

This requires changes to ::clone() for VPInstruction and
VPWidenPHIRecipe to allow for proper cloning of the recipes in the
initial VPlan.

PR: https://github.com/llvm/llvm-project/pull/141363
2025-05-26 13:42:47 +01:00
Florian Hahn
dcef154b5c
[VPlan] Replace VPRegionBlock with explicit CFG before execute (NFCI). (#117506)
Building on top of https://github.com/llvm/llvm-project/pull/114305,
replace VPRegionBlocks with explicit CFG before executing.

This brings the final VPlan closer to the IR that is generated and
helps to simplify codegen.

It will also enable further simplifications of phi handling during
execution and transformations that do not have to preserve the 
canonical IV required by loop regions. This for example could include
replacing the canonical IV with an EVL based phi while completely
removing the original canonical IV.

PR: https://github.com/llvm/llvm-project/pull/117506
2025-05-24 19:17:16 +01:00
Florian Hahn
a9b2998e31
[VPlan] Skip cost assert if VPlan converted to single-scalar recipes.
Check if a VPlan transform converted recipes to single-scalar
VPReplicateRecipes (after 07c085af3efcd67503232f99a1652efc6e54c1a9). If
that's the case, the legacy cost model incorrectly overestimates the cost.

Fixes https://github.com/llvm/llvm-project/issues/141237.
2025-05-24 11:09:27 +01:00
Florian Hahn
95ba5508e5
Reapply "[VPlan] Move predication to VPlanTransform (NFC). (#128420)"
This reverts commit 793bb6b257fa4d9f4af169a4366cab3da01f2e1f.

The recommitted version contains a fix to make sure only the original
phis are processed in convertPhisToBlends nu collecting them in a vector
first. This fixes a crash when no mask is needed, because there is only
a single incoming value.

Original message:
This patch moves the logic to predicate and linearize a VPlan to a
dedicated VPlan transform. It mostly ports the existing logic directly.

There are a number of follow-ups planned in the near future to
further improve on the implementation:
* Edge and block masks are cached in VPPredicator, but the block masks
are still made available to VPRecipeBuilder, so they can be accessed
during recipe construction. As a follow-up, this should be replaced by
adding mask operands to all VPInstructions that need them and use that
during recipe construction.
* The mask caching in a map also means that this map needs updating each
time a new recipe replaces a VPInstruction; this would also be handled
by adding mask operands.

PR: https://github.com/llvm/llvm-project/pull/128420
2025-05-22 08:16:15 +01:00
Florian Hahn
793bb6b257
Revert "[VPlan] Move predication to VPlanTransform (NFC). (#128420)"
This reverts commit b263c08e1a0b54a871915930aa9a1a6ba205b099.

Looks like this triggers a crash in one of the Fortran tests. Reverting
while I investigate
    https://lab.llvm.org/buildbot/#/builders/41/builds/6825
2025-05-21 19:24:21 +01:00
Kazu Hirata
a28d753e96 [Vectorize] Fix a warning
This patch fixes:

  llvm/lib/Transforms/Vectorize/LoopVectorize.cpp:8564:20: error:
  unused variable 'LoopRegionOf' [-Werror,-Wunused-variable]
2025-05-21 08:03:16 -07:00
Florian Hahn
b263c08e1a
[VPlan] Move predication to VPlanTransform (NFC). (#128420)
This patch moves the logic to predicate and linearize a VPlan to a
dedicated VPlan transform. It mostly ports the existing logic directly.

There are a number of follow-ups planned in the near future to
further improve on the implementation:
* Edge and block masks are cached in VPPredicator, but the block masks
are still made available to VPRecipeBuilder, so they can be accessed
during recipe construction. As a follow-up, this should be replaced by
adding mask operands to all VPInstructions that need them and use that
during recipe construction.
* The mask caching in a map also means that this map needs updating each
time a new recipe replaces a VPInstruction; this would also be handled
by adding mask operands.


PR: https://github.com/llvm/llvm-project/pull/128420
2025-05-21 15:47:33 +01:00
Sam Tebbs
70501ed2f0
[LoopVectorizer] Prune VFs based on plan register pressure (#132190)
This PR moves the register usage checking to after the plans are
created, so that any recipes that optimise register usage (such as
partial reductions) can be properly costed and not have their VF pruned
unnecessarily.

Depends on https://github.com/llvm/llvm-project/pull/137746
2025-05-19 13:27:17 +01:00
Florian Hahn
e81fab6847
[VPlan] Verify final VPlan, just before execution. (NFC)
Add additional verifier call just before execution, to make sure the
final VPlan is valid.

Note that this currently requires disabling a small number of checks
when running late.
2025-05-17 17:53:06 +01:00
Elvis Wang
664c937b43
[VPlan] Implement VPExtendedReduction, VPMulAccumulateReductionRecipe and corresponding vplan transformations. (#137746)
This patch introduce two new recipes.

* VPExtendedReductionRecipe
  - cast + reduction.

* VPMulAccumulateReductionRecipe
  - (cast) + mul + reduction.

This patch also implements the transformation that match following
patterns via vplan and converts to abstract recipes for better cost
estimation.

* VPExtendedReduction
  - reduce(cast(...))

* VPMulAccumulateReductionRecipe
  - reduce.add(mul(...))
  - reduce.add(mul(ext(...), ext(...))
  - reduce.add(ext(mul(ext(...), ext(...))))

The converted abstract recipes will be lower to the concrete recipes
(widen-cast + widen-mul + reduction) just before recipe execution.

Note that this patch still relies on legacy cost model the calculate the
cost for these patters.
Will enable vplan-based cost decision in #113903.

Split from #113903.
2025-05-16 10:25:38 +08:00
George Chaltas
c4f7ab1d2e
[LV] Initialize IR block pointers in ILV. (NFC) (#139807)
Setting unitialized pointers to nullptr in InnerLoopVectorizer()
constructor. These were noticed during a review of the code. Seems like
a good idea to clean them up.
2025-05-15 09:18:45 +01:00
Florian Hahn
7a9fd62278
[VPlan] Use VPlan operand order for VPBlendRecipes. (#139475)
Don't use the order of incoming values of IR phis when creating 
VPBlendRecipes. Instead, simply use the incoming operands and
blocks from the VPWidenPHIRecipe.

Note that this changes the order of the incoming operands/masks for some
blends.

PR: https://github.com/llvm/llvm-project/pull/139475
2025-05-14 14:56:35 +01:00
Florian Hahn
98683b0a48
[VPlan] Construct VPBlendRecipe from VPWidenPHIRecipe (NFC).
Update VPRecipeBuilder to construct VPBlendRecipe from VPWidenPHIRecipe,
starting to thread recipes through the builder instead of the
underlying IR instruction up-front.

Landing first part of approved
https://github.com/llvm/llvm-project/pull/139475 separately as NFC as
suggested.
2025-05-14 11:17:26 +01:00
Florian Hahn
8767d55ff3
[VPlan] Consistently use VPlanTransforms::runPass if possible (NFC).
Update some more transforms to use ::runPass.
2025-05-13 20:50:27 +01:00
Ramkumar Ramachandra
4f0be9414c
[LV] Improve code in selectInterleaveCount (NFC) (#128002)
Use the fact that getSmallBestKnownTC returns an exact trip count, if
possible, and falls back to returning an estimate, to factor some code
in selectInterleaveCount.
2025-05-12 17:20:10 +01:00
Florian Hahn
2f55123cbb
[VPlan] Handle early exit before forming regions. (NFC) (#138393)
Move early-exit handling up front to original VPlan construction, before
introducing early exits.

This builds on https://github.com/llvm/llvm-project/pull/137709, which
adds exiting edges to the original VPlan, instead of adding exit blocks
later.

This retains the exit conditions early, and means we can handle early
exits before forming regions, without the reliance on VPRecipeBuilder.

Once we retain all exits initially, handling early exits before region
construction ensures the regions are valid; otherwise we would leave
edges exiting the region from elsewhere than the latch.

Removing the reliance on VPRecipeBuilder removes the dependence on
mapping IR BBs to VPBBs and unblocks predication as VPlan transform:
https://github.com/llvm/llvm-project/pull/128420.

Depends on https://github.com/llvm/llvm-project/pull/137709 (included in
PR).

PR: https://github.com/llvm/llvm-project/pull/138393
2025-05-12 12:53:20 +01:00
Mel Chen
688bccb290
[TTI][LV] Simplify the prototype of preferPredicatedReductionSelect. nfc (#139265) 2025-05-12 17:24:37 +08:00
Florian Hahn
7500cead4e
[VPlan] Flatten the CFG separately after creating wide recipes (NFC).
Move flattening of the CFG out of the loop that creates the wide
recipes. This simplifies the already large loop and prepares for moving
flattening to a separate transform.
2025-05-11 21:30:01 +01:00
Florian Hahn
2acecfe653
[VPlan] Use VPBBs to look up masks for newly created recipes (NFC).
Update recipe construction to use VPBBs to look up masks, in preparation
for https://github.com/llvm/llvm-project/pull/128420.
2025-05-11 13:04:33 +01:00
Florian Hahn
cfde685e22
[VPlan] Sink VPB2IRBB lookups to VPRecipeBuilder (NFC).
This allows migrating some more code to be based on VPBBs in
VPRecipeBuilder, in preparation for
https://github.com/llvm/llvm-project/pull/128420.
2025-05-10 22:00:58 +01:00
Florian Hahn
8c6c525a6b
[LV] Don't consider FORs as profitable to scalarize.
Fixed-order recurrence phis cannot be scalarized, they will always be
widened at the moment. Make sure they are not incorrectly considered
profitable to scalarize, similar to 41c1a7be3f1a2556e.

Fixes https://github.com/llvm/llvm-project/issues/139060.
Fixes https://github.com/llvm/llvm-project/issues/139065.
2025-05-09 20:29:22 +01:00
Florian Hahn
e854c381c6
[VPlan] Manage noalias/alias_scope metadata in VPlan. (#136450)
Use VPIRMetadata added in
https://github.com/llvm/llvm-project/pull/135272
to also manage no-alias metadata added by versioning.

Note that this means we have to build the no-alias metadata up-front
once. If it is not used, it will be discarded automatically.

This also fixes a case where incorrect metadata was added to wide
loads/stores that got converted from an interleave group.

Compile-time impact is neutral:

https://llvm-compile-time-tracker.com/compare.php?from=38bf1af41c5425a552a53feb13c71d82873f1c18&to=2fd7844cfdf5ec0f1c2ce0b9b3ae0763245b6922&stat=instructions:u
2025-05-09 11:19:12 +01:00
Luke Lau
1484f82cbc
[VPlan] Add VPInstruction::StepVector and use it in VPWidenIntOrFpInductionRecipe (#129508)
Split off from #118638, this adds VPInstruction::StepVector, which
generates integer step vectors (0,1,2,...,VF). This is a step towards
eventually modelling all the separate parts of
VPWidenIntOrFpInductionRecipe in VPlan.

This is then used by VPWidenIntOrFpInductionRecipe, where we materialize
it just before unrolling so the operands stay in a fixed position.

The need for a separate operand in VPWidenIntOrFpInductionRecipe, as
well as the need to update it in
optimizeVectorInductionWidthForTCAndVFUF, should be removed with #118638
when everything is expanded in convertToConcreteRecipes.
2025-05-08 18:47:44 +08:00
Min-Yih Hsu
e0537c0768
[LV][EVL] Attach a new metadata on EVL vectorized loops (#131000)
This patch attaches a new metadata, `llvm.loop.isvectorized.withevl`, on
loops vectorized with explicit vector length. This will help other
optimizations down in the pipeline that focus on EVL-vectorized loop

This approach is much safer than, said IR pattern matching to figure out
if a loop is EVL-vectorized or not.
2025-05-06 10:06:37 -07:00