26551 Commits

Author SHA1 Message Date
Andrew Litteken
05b1a15f70 [IROutliner] Adapting to hoisted bitcasts in CodeExtractor
In commit 700d2417d8281ea56dfd7ac72d1a1473d03d2d59 the CodeExtractor
was updated so that bitcasts that have lifetime markers that beginning
outside of the region are deduplicated outside the region and are not
used as an output.  This caused a discrepancy in the IROutliner, where
in these cases there were arguments added to the aggregate function
that were not needed causing assertion errors.

The IROutliner queries the CodeExtractor twice to determine the inputs
and outputs, before and after `findAllocas` is called with the same
ValueSet for the outputs causing the duplication. This has been fixed
with a dummy ValueSet for the first call.

However, the additional bitcasts prevent us from using the same
similarity relationships that were previously defined by the
IR Similarity Analysis Pass. In these cases, we check whether the
initial version of the region being analyzed for outlining is still the
same as it was previously.  If it is not, i.e. because of the additional
bitcast instructions from the CodeExtractor, we discard the region.

Reviewers: yroux

Differential Revision: https://reviews.llvm.org/D94303
2021-01-13 11:10:37 -06:00
Nikita Popov
17863614da [InstCombine] Fold select -> and/or using impliesPoison
We can fold a ? b : false to a & b if is_poison(b) implies that
is_poison(a), at which point we're able to reuse all the usual fold
on ands. In particular, this covers the very common case of
icmp X, C && icmp X, C'. The same applies to ors.

This currently only has an effect if the
-instcombine-unsafe-select-transform=0 option is set.

Differential Revision: https://reviews.llvm.org/D94550
2021-01-13 17:45:40 +01:00
David Sherwood
4cd48535ec [NFC][InstructionCost] Use InstructionCost in Transforms/Scalar/RewriteStatepointsForGC.cpp
In places where we calculate costs using TTI.getXXXCost() interfaces
I have changed the code to use InstructionCost instead of unsigned.
The change is non functional since InstructionCost behaves in the
same way as an integer for valid costs. Currently the getXXXCost()
functions used in this file do not return invalid costs.

See this patch for the introduction of the type: https://reviews.llvm.org/D91174
See this thread for context: http://lists.llvm.org/pipermail/llvm-dev/2020-November/146408.html

Differential revision: https://reviews.llvm.org/D94484
2021-01-13 09:42:58 +00:00
Kazu Hirata
8a20e2b3d3 [llvm] Use Optional::getValueOr (NFC) 2021-01-12 21:43:50 -08:00
Kazu Hirata
12fc9ca3a4 [llvm] Remove redundant string initialization (NFC)
Identified with readability-redundant-string-init.
2021-01-12 21:43:46 -08:00
Yuanfang Chen
5c7dcd7aea [Coroutine] Update promise object's final layout index
promise is a header field but it is not guaranteed that it would be the third
field of the frame due to `performOptimizedStructLayout`.

Reviewed By: lxfind

Differential Revision: https://reviews.llvm.org/D94137
2021-01-12 17:44:02 -08:00
Luo, Yuanke
055644cc45 [X86][AMX] Prohibit pointer cast on load.
The load/store instruction will be transformed to amx intrinsics in the
pass of AMX type lowering. Prohibiting the pointer cast make that pass
happy.

Differential Revision: https://reviews.llvm.org/D94372
2021-01-13 09:39:19 +08:00
Hongtao Yu
175288a1af Add sample-profile-suffix-elision-policy attribute with -funique-internal-linkage-names.
Adding sample-profile-suffix-elision-policy attribute to functions whose linkage names are uniquefied so that their unique name suffix won't be trimmed when applying AutoFDO profiles.

Reviewed By: dblaikie

Differential Revision: https://reviews.llvm.org/D94455
2021-01-12 15:15:53 -08:00
modimo
2a49b7c64a [Inliner] Change inline remark format and update ReplayInlineAdvisor to use it
This change modifies the source location formatting from:
LineNumber.Discriminator
to:
LineNumber:ColumnNumber.Discriminator

The motivation here is to enhance location information for inline replay that currently exists for the SampleProfile inliner. This will be leveraged further in inline replay for the CGSCC inliner in the related diff.

The ReplayInlineAdvisor is also modified to read the new format and now takes into account the callee for greater accuracy.

Testing:
ninja check-llvm

Reviewed By: mtrofin

Differential Revision: https://reviews.llvm.org/D94333
2021-01-12 13:43:48 -08:00
Nikita Popov
23390e7a13 [InstCombine] Handle logical and/or in assume optimization
assume(a && b) can be converted to assume(a); assume(b) even if
the condition is logical. Same for assume(!(a || b)).
2021-01-12 22:36:40 +01:00
Sanjay Patel
9e7895a868 [SLP] reduce code duplication while processing reductions; NFC 2021-01-12 16:03:57 -05:00
Sanjay Patel
92fb5c49e8 [SLP] rename variable to improve readability; NFC
The OperationData in the 2nd block (visiting the operands)
is completely independent of the 1st block.
2021-01-12 16:03:57 -05:00
Sanjay Patel
554be30a42 [SLP] reduce code duplication in processing reductions; NFC 2021-01-12 16:03:57 -05:00
Sanjay Patel
46507a96fc [SLP] reduce code duplication while matching reductions; NFC 2021-01-12 16:03:57 -05:00
Philip Reames
caafdf07bb [LV] Weaken spuriously strong assert in LoopVersioning
LoopVectorize uses some utilities on LoopVersioning, but doesn't actually use it for, you know, versioning.  As a result, the precondition LoopVersioning expects is too strong for this user.  At the moment, LoopVectorize supports any loop with a unique exit block, so check the same precondition here.

Really, the whole class structure here is a mess.  We should separate the actual versioning from the metadata updates, but that's a bigger problem.
2021-01-12 12:57:13 -08:00
Philip Reames
9f61fbd75a [LV] Relax assumption that LCSSA implies single entry
This relates to the ongoing effort to support vectorization of multiple exit loops (see D93317).

The previous code assumed that LCSSA phis were always single entry before the vectorizer ran. This was correct, but only because the vectorizer allowed only a single exiting edge. There's nothing in the definition of LCSSA which requires single entry phis.

A common case where this comes up is with a loop with multiple exiting blocks which all reach a common exit block. (e.g. see the test updates)

Differential Revision: https://reviews.llvm.org/D93725
2021-01-12 12:34:52 -08:00
Florian Hahn
6cd44b204c
[FunctionAttrs] Derive willreturn for fns with readonly & mustprogress`.
Similar to D94125, derive `willreturn` for functions that are `readonly` and
`mustprogress` in FunctionAttrs.

To quote the reasoning from D94125:

    Since D86233 we have `mustprogress` which, in combination with
    `readonly`, implies `willreturn`. The idea is that every side-effect
    has to be modeled as a "write". Consequently, `readonly` means there
    is no side-effect, and `mustprogress` guarantees that we cannot "loop"
    forever without side-effect.

Reviewed By: jdoerfert, nikic

Differential Revision: https://reviews.llvm.org/D94502
2021-01-12 20:02:34 +00:00
Dávid Bolvanský
0529946b5b [instCombine] Add (A ^ B) | ~(A | B) -> ~(A & B)
define i32 @src(i32 %x, i32 %y) {
%0:
  %xor = xor i32 %y, %x
  %or = or i32 %y, %x
  %neg = xor i32 %or, 4294967295
  %or1 = or i32 %xor, %neg
  ret i32 %or1
}
=>
define i32 @tgt(i32 %x, i32 %y) {
%0:
  %and = and i32 %x, %y
  %neg = xor i32 %and, 4294967295
  ret i32 %neg
}
Transformation seems to be correct!

https://alive2.llvm.org/ce/z/Cvca4a
2021-01-12 19:29:17 +01:00
Quentin Colombet
905623b64d [NFC][LICM] Minor improvements to debug output
Added a utility function in Value class to print block name and use
block labels for unnamed blocks.
Changed LICM to call this function in its debug output.

Patch by Xiaoqing Wu <xiaoqing_wu@apple.com>

Differential Revision: https://reviews.llvm.org/D93577
2021-01-11 18:02:49 -08:00
Roman Lebedev
ec8a6c11db
[SimplifyCFGPass] iterativelySimplifyCFG(): support lazy DomTreeUpdater
This boils down to how we deal with early-increment iterator
over function's basic blocks: not only we need to early-increment,
after that we also need to skip all the blocks
that are scheduled for removal, as per DomTreeUpdater.
2021-01-12 02:09:47 +03:00
Roman Lebedev
81afeacd37
[SimplifyCFGPass] mergeEmptyReturnBlocks(): skip blocks scheduled for removal as per DomTreeUpdater
Thus supporting lazy DomTreeUpdater mode,
where the domtree updates (and thus block removals)
aren't applied immediately, but are delayed
until last possible moment.
2021-01-12 02:09:47 +03:00
Roman Lebedev
90a92f8b4d
[NFCI][Utils/Local] removeUnreachableBlocks(): cleanup support for lazy DomTreeUpdater
When DomTreeUpdater is in lazy update mode, the blocks
that were scheduled to be removed, won't be removed
until the updates are flushed, e.g. by asking
DomTreeUpdater for a up-to-date DomTree.

From the function's current code, it is pretty evident
that the support for the lazy mode is an afterthought,
see e.g. how we roll-back NumRemoved statistic..

So instead of considering all the unreachable blocks
as the blocks-to-be-removed, simply additionally skip
all the blocks that are already scheduled to be removed
2021-01-12 02:09:47 +03:00
Roman Lebedev
f9ba347706
[SimplifyCFG] FoldValueComparisonIntoPredecessors(): don't insert a DomTree edge if it already exists
When we are adding edges to the terminator and potentially turning it
into a switch (if it wasn't already), it is possible that the
case we're adding will share it's destination with one of the
preexisting cases, in which case there is no domtree edge to add.

Indeed, this change does not have a test coverage change.
This failure has been exposed in an existing test coverage
by a follow-up patch that switches to lazy domtreeupdater mode,
and removes domtree verification from
SimplifyCFGOpt::simplifyOnce()/SimplifyCFGOpt::run(),
IOW it does not appear feasible to add dedicated test coverage here.
2021-01-12 02:09:47 +03:00
Roman Lebedev
c0de0a1b72
[SimplifyCFG] SimplifyBranchOnICmpChain(): don't insert a DomTree edge that already exists
BB was already always branching to EdgeBB, there is no edge to add.

Indeed, this change does not have a test coverage change.
This failure has been exposed in an existing test coverage
by a follow-up patch that switches to lazy domtreeupdater mode,
and removes domtree verification from
SimplifyCFGOpt::simplifyOnce()/SimplifyCFGOpt::run(),
IOW it does not appear feasible to add dedicated test coverage here.
2021-01-12 02:09:46 +03:00
Roman Lebedev
c22bc5f1f8
[SimplifyCFG] SwitchToLookupTable(): don't insert a DomTree edge that already exists
SI is the terminator of BB, so the edge we are adding obviously already existed.

Indeed, this change does not have a test coverage change.
This failure has been exposed in an existing test coverage
by a follow-up patch that switches to lazy domtreeupdater mode,
and removes domtree verification from
SimplifyCFGOpt::simplifyOnce()/SimplifyCFGOpt::run(),
IOW it does not appear feasible to add dedicated test coverage here.
2021-01-12 02:09:46 +03:00
Hongtao Yu
32bcfcda4e Rename debug linkage name with -funique-internal-linkage-names
Functions that are renamed under -funique-internal-linkage-names have their debug linkage name updated as well.

Reviewed By: dblaikie

Differential Revision: https://reviews.llvm.org/D93747
2021-01-11 13:56:07 -08:00
Sanjay Patel
288f3fc5df [InstCombine] reduce icmp(ashr X, C1), C2 to sign-bit test
This is a more basic pattern that we should handle before trying to solve:
https://llvm.org/PR48640

There might be a better way to think about this because the pre-condition
that I came up with (number of sign bits in the compare constant) misses a
potential transform for each of ugt and ult as commented on in the test file.

Tried to model this is in Alive:
https://rise4fun.com/Alive/juX1
...but I couldn't get the ComputeNumSignBits() pre-condition to work as
expected, so replaced with leading 0/1 preconditions instead.

  Name: ugt
  Pre: countLeadingZeros(C2) <= C1 && countLeadingOnes(C2) <= C1
  %a = ashr %x, C1
  %r = icmp ugt i8 %a, C2
    =>
  %r = icmp slt i8 %x, 0

  Name: ult
  Pre: countLeadingZeros(C2) <= C1 && countLeadingOnes(C2) <= C1
  %a = ashr %x, C1
  %r = icmp ult i4 %a, C2
    =>
  %r = icmp sgt i4 %x, -1

Also approximated in Alive2:
https://alive2.llvm.org/ce/z/u5hCcz
https://alive2.llvm.org/ce/z/__szVL

Differential Revision: https://reviews.llvm.org/D94014
2021-01-11 15:53:39 -05:00
Sriraman Tallam
d8c6d24359 -funique-internal-linkage-names appends a hex md5hash suffix to the symbol name which is not demangler friendly, convert it to decimal.
Please see D93747 for more context which tries to make linkage names of internal
linkage functions to be the uniqueified names. This causes a problem with gdb
because breaking using the demangled function name will not work if the new
uniqueified name cannot be demangled. The problem is the generated suffix which
is a mix of integers and letters which do not demangle. The demangler accepts
either all numbers or all letters. This patch simply converts the hash to decimal.

There is no loss of uniqueness by doing this as the precision is maintained.
The symbol names get longer by a few characters though.

Differential Revision: https://reviews.llvm.org/D94154
2021-01-11 11:10:29 -08:00
Giorgis Georgakoudis
9751705512 [OpenMPOpt][WIP] Expand parallel region merging
The existing implementation of parallel region merging applies only to
consecutive parallel regions that have speculatable sequential
instructions in-between. This patch lifts this limitation to expand
merging with any sequential instructions in-between, except calls to
unmergable OpenMP runtime functions. In-between sequential instructions
in the merged region are sequentialized in a "master" region and any
output values are broadcasted to the following parallel regions and the
sequential region continuation of the merged region.

Reviewed By: jdoerfert

Differential Revision: https://reviews.llvm.org/D90909
2021-01-11 08:06:23 -08:00
Florian Hahn
eb0371e403 [VPlan] Unify value/recipe printing after VPDef transition.
This patch unifies the way recipes and VPValues are printed after the
transition to VPDef.

VPSlotTracker has been updated to iterate over all recipes and all
their defined values to number those. There is no need to number
values in Value2VPValue.

It also updates a few places that only used slot numbers for
VPInstruction. All recipes now can produce numbered VPValues.
2021-01-11 14:42:46 +00:00
Florian Hahn
a94497a342 [VPlan] Move initial quote emission from ::print to ::dumpBasicBlock.
This means there will be no stray " when printing individual recipes
using print()/dump() in a debugger, for example.
2021-01-11 12:22:15 +00:00
Bjorn Pettersson
675be65106 Require chained analyses in BasicAA and AAResults to be transitive
This patch fixes a bug that could result in miscompiles (at least
in an OOT target). The problem could be seen by adding checks that
the DominatorTree used in BasicAliasAnalysis and ValueTracking was
valid (e.g. by adding DT->verify() call before every DT dereference
and then running all tests in test/CodeGen).

Problem was that the LegacyPassManager calculated "last user"
incorrectly for passes such as the DominatorTree when not telling
the pass manager that there was a transitive dependency between
the different analyses. And then it could happen that an incorrect
dominator tree was used when doing alias analysis (which was a pretty
serious bug as the alias analysis result could be invalid).

Fixes: https://bugs.llvm.org/show_bug.cgi?id=48709

Reviewed By: nikic

Differential Revision: https://reviews.llvm.org/D94138
2021-01-11 11:50:07 +01:00
David Sherwood
40abeb11f4 [NFC][InstructionCost] Change LoopVectorizationCostModel::getInstructionCost to return InstructionCost
This patch is part of a series of patches that migrate integer
instruction costs to use InstructionCost. In the function
selectVectorizationFactor I have simply asserted that the cost
is valid and extracted the value as is. In future we expect
to encounter invalid costs, but we should filter out those
vectorization factors that lead to such invalid costs.

See this patch for the introduction of the type: https://reviews.llvm.org/D91174
See this thread for context: http://lists.llvm.org/pipermail/llvm-dev/2020-November/146408.html

Differential Revision: https://reviews.llvm.org/D92178
2021-01-11 09:22:37 +00:00
David Sherwood
b7ccaca537 [NFC] Remove min/max functions from InstructionCost
Removed the InstructionCost::min/max functions because it's
fine to use std::min/max instead.

Differential Revision: https://reviews.llvm.org/D94301
2021-01-11 09:00:12 +00:00
Serguei Katkov
7f69860243 [LoopUnroll] Fix a crash
Loop peeling as a last step triggers loop simplification and this
can change the loop structure. As a result all cashed values like
latch branch becomes invalid.

Patch re-structure the code to take into account the possible
changes caused by peeling.

Reviewers: dmgreen, Meinersbur, etiotto, fhahn, efriedma, bmahjour
Reviewed By: Meinersbur, fhahn
Subscribers: llvm-commits
Differential Revision: https://reviews.llvm.org/D93686
2021-01-11 10:19:26 +07:00
Philip Reames
4739dd67e7 [LoopDeletion] Break backedge of outermost loops when known not taken
This is a resubmit of dd6bb367 (which was reverted due to stage2 build failures in 7c63aac), with the additional restriction added to the transform to only consider outer most loops.

As shown in the added test case, ensuring LCSSA is up to date when deleting an inner loop is tricky as we may actually need to remove blocks from any outer loops, thus changing the exit block set.   For the moment, just avoid transforming this case.  I plan to return to this case in a follow up patch and see if we can do better.

Original commit message follows...

The basic idea is that if SCEV can prove the backedge isn't taken, we can go ahead and get rid of the backedge (and thus the loop) while leaving the rest of the control in place. This nicely handles cases with dispatch between multiple exits and internal side effects.

Differential Revision: https://reviews.llvm.org/D93906
2021-01-10 16:02:33 -08:00
Roman Lebedev
8e8d214c4a
[NFCI][SimplifyCFG] Prefer to add Insert edges before Delete edges into DomTreeUpdater, if reasonable
This has a measurable impact on the number of DomTree recalculations.
While this doesn't handle all the cases,
it deals with the most obvious ones.
2021-01-11 00:30:44 +03:00
Sanjay Patel
3f09c77d33 [SLP] fix typo in assert
This snuck into 0aa75fb12faa , but I didn't catch it locally.
2021-01-10 13:15:04 -05:00
Sanjay Patel
0aa75fb12f [SLP] put verifyFunction call behind EXPENSIVE_CHECKS
A severe compile-time slowdown from this call is noted in:
https://llvm.org/PR48689
My naive fix was to put it under LLVM_DEBUG ( 267ff79 ),
but that's not limiting in the way we want.
This is a quick fix (or we could just remove the call completely
and rely on some later pass to discover potentially wrong IR?).
A bigger/better fix would be to improve/limit verifyFunction()
as noted in:
https://llvm.org/PR47712

Differential Revision: https://reviews.llvm.org/D94328
2021-01-10 12:32:21 -05:00
Florian Hahn
c701f85c45
[STLExtras] Use return type from operator* of the wrapped iter.
Currently make_early_inc_range cannot be used with iterators with
operator* implementations that do not return a reference.

Most notably in the LLVM codebase, this means the User iterator ranges
cannot be used with make_early_inc_range, which slightly simplifies
iterating over ranges while elements are removed.

Instead of directly using BaseT::reference as return type of operator*,
this patch uses decltype to get the actual return type of the operator*
implementation in WrappedIteratorT.

This patch also updates a few places to use make use of
make_early_inc_range.

Reviewed By: dblaikie

Differential Revision: https://reviews.llvm.org/D93992
2021-01-10 14:41:13 +00:00
Florian Hahn
d98fc62ae6 [SimplifyCFG] Keep !dgb metadata of moved instruction, if they match.
Currently SimplifyCFG drops the debug locations of 'bonus' instructions.
Such instructions are moved before the first branch. The reason for the
current behavior is that this could lead to surprising debug stepping,
if the block that's folded is dead.

In case the first branch and the instructions to be folded have the same
debug location, this shouldn't be an issue and we can keep the debug
location.

Reviewed By: vsk

Differential Revision: https://reviews.llvm.org/D93662
2021-01-09 19:15:16 +00:00
Kazu Hirata
6a6e382161 [llvm] Drop unnecessary make_range (NFC) 2021-01-09 09:25:00 -08:00
Kazu Hirata
4d92ab1669 [Transforms] Use llvm::find_if (NFC) 2021-01-09 09:24:58 -08:00
Kazu Hirata
9a7c03b800 [SCEV] Remove unused getOrInsertCanonicalInductionVariable (NFC)
The last use was removed on Mar 22, 2012 in commit
f47d0af5515bee47dfd000363740fe347bb6cd18.
2021-01-09 09:24:56 -08:00
Florian Hahn
65f578fc0e [VPlan] Keep start value of VPWidenPHIRecipe as VPValue.
Similar to D92129, update VPWidenPHIRecipe  to manage the start value as
VPValue. This allows adjusting the start value as a VPlan transform,
which will be used in a follow-up patch to support reductions during
epilogue vectorization.

Reviewed By: gilr

Differential Revision: https://reviews.llvm.org/D93975
2021-01-09 16:34:15 +00:00
Kazu Hirata
f62b93b9a2 [SCEV] Remove unused getExactExistingExpansion (NFC)
The last use was removed on Sep 4, 2018 in commit
2cbba5633753552a984572c8b9a5997e5c96496d.
2021-01-08 18:39:57 -08:00
Kazu Hirata
b7c5e0b02c [Target, Transforms] Use *Set::contains (NFC) 2021-01-08 18:39:54 -08:00
Arthur Eubanks
756dd70766 [NewPM] Run ObjC ARC passes
Match the legacy PM in running various ObjC ARC passes.

This requires making some module passes into function passes. These were
initially ported as module passes since they add function declarations
(e.g. https://reviews.llvm.org/D86178), but that's still up for debate
and other passes do so.

Reviewed By: ahatanak

Differential Revision: https://reviews.llvm.org/D93743
2021-01-08 15:47:11 -08:00
Florian Hahn
c493e9216b [VPlan] Move reduction start value creation to widenPHIRecipe.
This was suggested to prepare for D93975.

By moving the start value creation to widenPHInstruction, we set the
stage to manage the start value directly in VPWidenPHIRecipe, which be
used subsequently to set the 'resume' value for reductions during
epilogue vectorization.

It also moves RdxDesc to the recipe, so we do not have to rely on Legal
to look it up later.

Reviewed By: gilr

Differential Revision: https://reviews.llvm.org/D94175
2021-01-08 17:49:43 +00:00
Alexander Belyaev
bcbdeafa9c Revert "[SLP]Need shrink the load vector after reordering."
This reverts commit 4284afdf9432f7d756f56b0ab21d69191adefa8d.

This changes computed values in fused_batchnorm_test_cpu.

Not equal to tolerance rtol=1e-06, atol=0.001
Mismatched value: a is different from b.
not close where = (array([0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
       1, 1]), array([1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
       1, 1]), array([0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1,
       1, 1]), array([0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3, 4, 5, 0, 1, 2, 3,
       4, 5]))
not close lhs = [-0.6636615  -0.9804948  -1.148275   -0.68193716 -0.8572368  -0.65046215
 -0.6993756  -1.2244141  -1.0938729  -0.50369143 -0.51830524 -0.738452
 -0.7214286  -0.48115745 -0.9380924  -0.9341769  -0.5916775  -1.2896856
 -0.7264182  -0.9746917  -0.783249   -0.7659018  -0.86214024 -0.47784212]
not close rhs = [ 0.44102234  0.12418899 -0.04359123  0.42274666  0.24744703  0.45422167
  0.40530816 -0.11973029  0.01081094  0.6009924   0.5863786   0.3662318
  0.38325527  0.62352633  0.1665914   0.1705069   0.5130063  -0.18500176
  0.37826565  0.12999213  0.3214348   0.338782    0.24254355  0.62684166]
not close dif = [1.1046839 1.1046838 1.1046838 1.1046839 1.1046839 1.1046839 1.1046838
 1.1046839 1.1046839 1.1046839 1.1046839 1.1046839 1.1046839 1.1046838
 1.1046839 1.1046839 1.1046839 1.1046839 1.1046839 1.1046839 1.1046839
 1.1046839 1.1046838 1.1046838]
not close tol = [0.00100044 0.00100012 0.00100004 0.00100042 0.00100025 0.00100045
 0.00100041 0.00100012 0.00100001 0.0010006  0.00100059 0.00100037
 0.00100038 0.00100062 0.00100017 0.00100017 0.00100051 0.00100019
 0.00100038 0.00100013 0.00100032 0.00100034 0.00100024 0.00100063]
2021-01-08 14:42:26 +01:00