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Support more ops in dot hoisting #14

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@acollins3 acollins3 commented Sep 5, 2024

Add support for hoisting dot layouts through arith.truncf, arith.trunci and math ops.

Note: I have some test cases (written as triton python examples) but wasn't sure whether you'd want these included in the PR. I am seeing a lot of test failures when running the triton tests on llvm-head with the openxla specific changes.

@gflegar gflegar requested a review from Moerafaat September 20, 2024 16:21
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Moerafaat commented Sep 23, 2024

The diff here includes changes that are made from exporting patches that we maintain. It's very hard to review the actual changes at the moment. Can you please rebase on top of the latest commit in llvm-head? Currently it is this one 3596dc5

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chsigg commented Sep 23, 2024

Maybe best if you create PRs against the main branch. That way it will be easier to upstream.

@acollins3 acollins3 force-pushed the acollins/dot-hoisting branch from 4ea1cf5 to 1a7940c Compare September 24, 2024 14:54
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acollins3 commented Sep 24, 2024

I've rebased the changes on the latest llvm-head branch. Rebasing onto main wasn't really possible, as these changes build on what is in llvm-head.

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Moerafaat commented Sep 25, 2024

The ops that are filtered in this code probably didn't work for a reason. A while back we added Select Op as it also faced problems when propagating the dot_op layout to the mask. I would expect that removing the Trunc Ops would require fixes to make them work. Did this "just work" after removing the condition?

Ofc we will need test cases that cover this. Particularly lit tests showing the propagation when the Hoisting pattern activates. We also need to see that the tests lower correctly to LLVM. This might require an e2e test (or if it is already covered by an existing test we would require you to highlight that test/s).

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Moerafaat commented Sep 25, 2024

Ops, seems that updates we have to maintain the Triton integration will cause PR diffs to break because of force-updates. We might need to figure out a better way to handle this as we didn't intend for this repo to accept incoming PRs. Apologies for this, but you will need to rebase again :\

@acollins3 acollins3 force-pushed the acollins/dot-hoisting branch from 1a7940c to 8727650 Compare October 17, 2024 08:24
@Moerafaat Moerafaat force-pushed the llvm-head branch 2 times, most recently from da8895b to c8f89a6 Compare October 30, 2024 09:27
@gflegar gflegar force-pushed the llvm-head branch 2 times, most recently from 7558fc1 to e14db45 Compare December 5, 2024 17:06
@chsigg chsigg force-pushed the llvm-head branch 2 times, most recently from 3d006d1 to 202c92f Compare January 21, 2025 10:17
@khasanovaa khasanovaa force-pushed the llvm-head branch 3 times, most recently from 40c9572 to f90a333 Compare February 6, 2025 10:00
@khasanovaa khasanovaa force-pushed the llvm-head branch 2 times, most recently from 95221f9 to aedc018 Compare February 6, 2025 16:04
@chsigg chsigg force-pushed the llvm-head branch 4 times, most recently from 8a371e2 to 4038c4a Compare February 25, 2025 10:54
gflegar added a commit that referenced this pull request Aug 12, 2025
@gflegar
[Hopper][WS] Fix use-after-free due to iterator invalidation (triton-…
f33bcbd 
…lang#7796)

Getting a crash internally when running `09-persistent-matmul.py`
tutorial, and ASAN reports the following:

```
==7854==ERROR: AddressSanitizer: heap-use-after-free on address 0x7c884c02e800 at pc 0x557f344112d9 bp 0x7b35908a1840 sp 0x7b35908a1838
READ of size 8 at 0x7c884c02e800 thread T1128
    #0 0x557f344112d8 in getNextOperandUsingThisValue third_party/llvm/llvm-project/mlir/include/mlir/IR/UseDefLists.h:43:58
    #1 0x557f344112d8 in operator++ third_party/llvm/llvm-project/mlir/include/mlir/IR/UseDefLists.h:322:39
    #2 0x557f344112d8 in mlir::ResultRange::UseIterator::operator++() third_party/llvm/llvm-project/mlir/lib/IR/OperationSupport.cpp:613:5
    #3 0x557f2ab70625 in mlir::lowerTokenOperations(mlir::Operation*, int, int) third_party/triton/third_party/nvidia/hopper/lib/Transforms/WarpSpecialization/WSLowerToken.cpp:269:27
    #4 0x557f2ab70de8 in mlir::doTokenLowering(mlir::triton::FuncOp&, unsigned int) third_party/triton/third_party/nvidia/hopper/lib/Transforms/WarpSpecialization/WSLowerToken.cpp:321:3
    #5 0x557f2ab2d018 in mlir::NVGPUWarpSpecializationPass::runOnFuncOp(mlir::triton::FuncOp) third_party/triton/third_party/nvidia/hopper/lib/Transforms/WarpSpecialization.cpp:99:5
    #6 0x557f2ab2c5d6 in operator() third_party/triton/third_party/nvidia/hopper/lib/Transforms/WarpSpecialization.cpp:108:55
    #7 0x557f2ab2c5d6 in operator() third_party/llvm/llvm-project/mlir/include/mlir/IR/Visitors.h:304:7
    #8 0x557f2ab2c5d6 in void llvm::function_ref<void (mlir::Operation*)>::callback_fn<std::__u::enable_if<!llvm::is_one_of<mlir::triton::FuncOp, mlir::Operation*, mlir::Region*, mlir::Block*>::value && std::is_same<void, void>::value, void>::type mlir::detail::walk<(mlir::WalkOrder)1, mlir::ForwardIterator, mlir::NVGPUWarpSpecializationPass::runOnOperation()::'lambda'(mlir::triton::FuncOp), mlir::triton::FuncOp, void>(mlir::Operation*, mlir::NVGPUWarpSpecializationPass::runOnOperation()::'lambda'(mlir::triton::FuncOp)&&)::'lambda'(mlir::Operation*)>(long, mlir::Operation*) third_party/llvm/llvm-project/llvm/include/llvm/ADT/STLFunctionalExtras.h:46:12
    #9 0x557f2820ce45 in operator() third_party/llvm/llvm-project/llvm/include/llvm/ADT/STLFunctionalExtras.h:69:12
    #10 0x557f2820ce45 in void mlir::detail::walk<mlir::ForwardIterator>(mlir::Operation*, llvm::function_ref<void (mlir::Operation*)>, mlir::WalkOrder) third_party/llvm/llvm-project/mlir/include/mlir/IR/Visitors.h:152:5
    #11 0x557f2820ce2c in void mlir::detail::walk<mlir::ForwardIterator>(mlir::Operation*, llvm::function_ref<void (mlir::Operation*)>, mlir::WalkOrder) third_party/llvm/llvm-project/mlir/include/mlir/IR/Visitors.h:147:9
    #12 0x557f2ab2c0c9 in walk<(mlir::WalkOrder)1, mlir::ForwardIterator, (lambda at third_party/triton/third_party/nvidia/hopper/lib/Transforms/WarpSpecialization.cpp:108:26), mlir::triton::FuncOp, void> third_party/llvm/llvm-project/mlir/include/mlir/IR/Visitors.h:306:10
    #13 0x557f2ab2c0c9 in walk<(mlir::WalkOrder)1, mlir::ForwardIterator, (lambda at third_party/triton/third_party/nvidia/hopper/lib/Transforms/WarpSpecialization.cpp:108:26), void> third_party/llvm/llvm-project/mlir/include/mlir/IR/Operation.h:798:12
    #14 0x557f2ab2c0c9 in mlir::NVGPUWarpSpecializationPass::runOnOperation() third_party/triton/third_party/nvidia/hopper/lib/Transforms/WarpSpecialization.cpp:108:21
...
```

The problem seems to be that we are iterating through uses, and then
removing some of them inside the loop, which invalidates the iterator.
chsigg pushed a commit that referenced this pull request Aug 26, 2025
@khasanovaa @ThomasRaoux
[TritonNvidiaGPU] Fix memory leak in TritonNvidiaGPU/Transforms/Inter…
28eb9fb 
…leaveTMem.cpp (triton-lang#7924)

`TritonNvidiaGPU/interleave_tmem.mlir` fails under address sanitizer. 

The `ConstantIntOp` operations were created without attachment to any
block in http://github.com/triton-lang/triton/pull/7622, which caused a
memory leak. This change addresses the problem by adding an insertion
point.

<details open>
  <summary>Full log</summary>

=================================================================
==3831==ERROR: LeakSanitizer: detected memory leaks

Direct leak of 576 byte(s) in 6 object(s) allocated from:
#0 0x55c3eca39164 in malloc
[third_party/llvm/llvm-project/compiler-rt/lib/asan/asan_malloc_linux.cpp:67](https://cs.corp.google.com/piper///depot/google3/third_party/llvm/llvm-project/compiler-rt/lib/asan/asan_malloc_linux.cpp?l=67&ws=tap-presubmit-server/421956858&snapshot=2):3
#1 0x55c3f176afb3 in mlir::Operation::create(mlir::Location,
mlir::OperationName, mlir::TypeRange, mlir::ValueRange,
mlir::DictionaryAttr, mlir::OpaqueProperties, mlir::BlockRange, unsigned
int)
[third_party/llvm/llvm-project/mlir/lib/IR/Operation.cpp:113](https://cs.corp.google.com/piper///depot/google3/third_party/llvm/llvm-project/mlir/lib/IR/Operation.cpp?l=113&ws=tap-presubmit-server/421956858&snapshot=2):46
#2 0x55c3f176a90c in create
[third_party/llvm/llvm-project/mlir/lib/IR/Operation.cpp:74](https://cs.corp.google.com/piper///depot/google3/third_party/llvm/llvm-project/mlir/lib/IR/Operation.cpp?l=74&ws=tap-presubmit-server/421956858&snapshot=2):10
#3 0x55c3f176a90c in mlir::Operation::create(mlir::Location,
mlir::OperationName, mlir::TypeRange, mlir::ValueRange,
mlir::NamedAttrList&&, mlir::OpaqueProperties, mlir::BlockRange,
mlir::RegionRange)
[third_party/llvm/llvm-project/mlir/lib/IR/Operation.cpp:57](https://cs.corp.google.com/piper///depot/google3/third_party/llvm/llvm-project/mlir/lib/IR/Operation.cpp?l=57&ws=tap-presubmit-server/421956858&snapshot=2):7
#4 0x55c3f176a61b in mlir::Operation::create(mlir::OperationState
const&)
[third_party/llvm/llvm-project/mlir/lib/IR/Operation.cpp:35](https://cs.corp.google.com/piper///depot/google3/third_party/llvm/llvm-project/mlir/lib/IR/Operation.cpp?l=35&ws=tap-presubmit-server/421956858&snapshot=2):7
#5 0x55c3f1678a78 in mlir::OpBuilder::create(mlir::OperationState
const&)
[third_party/llvm/llvm-project/mlir/lib/IR/Builders.cpp:453](https://cs.corp.google.com/piper///depot/google3/third_party/llvm/llvm-project/mlir/lib/IR/Builders.cpp?l=453&ws=tap-presubmit-server/421956858&snapshot=2):17
#6 0x55c3ecf3668f in mlir::arith::ConstantIntOp
mlir::OpBuilder::create<mlir::arith::ConstantIntOp, int,
int>(mlir::Location, int&&, int&&)
[third_party/llvm/llvm-project/mlir/include/mlir/IR/Builders.h:507](https://cs.corp.google.com/piper///depot/google3/third_party/llvm/llvm-project/mlir/include/mlir/IR/Builders.h?l=507&ws=tap-presubmit-server/421956858&snapshot=2):16
#7 0x55c3eefa690a in findBufferAccessMemdescSubview
[third_party/triton/lib/Dialect/TritonNvidiaGPU/Transforms/InterleaveTMem.cpp:75](https://cs.corp.google.com/piper///depot/google3/third_party/triton/lib/Dialect/TritonNvidiaGPU/Transforms/InterleaveTMem.cpp?l=75&ws=tap-presubmit-server/421956858&snapshot=2):33
#8 0x55c3eefa690a in mlir::triton::nvidia_gpu::(anonymous
namespace)::findBufferAccess(mlir::Value)
[third_party/triton/lib/Dialect/TritonNvidiaGPU/Transforms/InterleaveTMem.cpp:151](https://cs.corp.google.com/piper///depot/google3/third_party/triton/lib/Dialect/TritonNvidiaGPU/Transforms/InterleaveTMem.cpp?l=151&ws=tap-presubmit-server/421956858&snapshot=2):12
#9 0x55c3eefa70e7 in mlir::triton::nvidia_gpu::(anonymous
namespace)::findBufferAccess(mlir::Value)
[third_party/triton/lib/Dialect/TritonNvidiaGPU/Transforms/InterleaveTMem.cpp:156](https://cs.corp.google.com/piper///depot/google3/third_party/triton/lib/Dialect/TritonNvidiaGPU/Transforms/InterleaveTMem.cpp?l=156&ws=tap-presubmit-server/421956858&snapshot=2):34
#10 0x55c3eefa4c0c in tmemMayAlias
[third_party/triton/lib/Dialect/TritonNvidiaGPU/Transforms/InterleaveTMem.cpp:173](https://cs.corp.google.com/piper///depot/google3/third_party/triton/lib/Dialect/TritonNvidiaGPU/Transforms/InterleaveTMem.cpp?l=173&ws=tap-presubmit-server/421956858&snapshot=2):28
#11 0x55c3eefa4c0c in sinkOps
[third_party/triton/lib/Dialect/TritonNvidiaGPU/Transforms/InterleaveTMem.cpp:227](https://cs.corp.google.com/piper///depot/google3/third_party/triton/lib/Dialect/TritonNvidiaGPU/Transforms/InterleaveTMem.cpp?l=227&ws=tap-presubmit-server/421956858&snapshot=2):36
#12 0x55c3eefa4c0c in trySinkOp
[third_party/triton/lib/Dialect/TritonNvidiaGPU/Transforms/InterleaveTMem.cpp:253](https://cs.corp.google.com/piper///depot/google3/third_party/triton/lib/Dialect/TritonNvidiaGPU/Transforms/InterleaveTMem.cpp?l=253&ws=tap-presubmit-server/421956858&snapshot=2):10
#13 0x55c3eefa4c0c in
mlir::triton::nvidia_gpu::TritonNvidiaGPUInterleaveTMemPass::runOnOperation()
[third_party/triton/lib/Dialect/TritonNvidiaGPU/Transforms/InterleaveTMem.cpp:275](https://cs.corp.google.com/piper///depot/google3/third_party/triton/lib/Dialect/TritonNvidiaGPU/Transforms/InterleaveTMem.cpp?l=275&ws=tap-presubmit-server/421956858&snapshot=2):14
#14 0x55c3f1560ad1 in operator()
[third_party/llvm/llvm-project/mlir/lib/Pass/Pass.cpp:553](https://cs.corp.google.com/piper///depot/google3/third_party/llvm/llvm-project/mlir/lib/Pass/Pass.cpp?l=553&ws=tap-presubmit-server/421956858&snapshot=2):17
#15 0x55c3f1560ad1 in void llvm::function_ref<void
()>::callback_fn<mlir::detail::OpToOpPassAdaptor::run(mlir::Pass*,
mlir::Operation*, mlir::AnalysisManager, bool, unsigned int)::$_1>(long)
[third_party/llvm/llvm-project/llvm/include/llvm/ADT/STLFunctionalExtras.h:46](https://cs.corp.google.com/piper///depot/google3/third_party/llvm/llvm-project/llvm/include/llvm/ADT/STLFunctionalExtras.h?l=46&ws=tap-presubmit-server/421956858&snapshot=2):12
#16 0x55c3f1559920 in operator()
[third_party/llvm/llvm-project/llvm/include/llvm/ADT/STLFunctionalExtras.h:69](https://cs.corp.google.com/piper///depot/google3/third_party/llvm/llvm-project/llvm/include/llvm/ADT/STLFunctionalExtras.h?l=69&ws=tap-presubmit-server/421956858&snapshot=2):12
#17 0x55c3f1559920 in executeAction<mlir::PassExecutionAction,
mlir::Pass &>
[third_party/llvm/llvm-project/mlir/include/mlir/IR/MLIRContext.h:280](https://cs.corp.google.com/piper///depot/google3/third_party/llvm/llvm-project/mlir/include/mlir/IR/MLIRContext.h?l=280&ws=tap-presubmit-server/421956858&snapshot=2):7
#18 0x55c3f1559920 in mlir::detail::OpToOpPassAdaptor::run(mlir::Pass*,
mlir::Operation*, mlir::AnalysisManager, bool, unsigned int)
[third_party/llvm/llvm-project/mlir/lib/Pass/Pass.cpp:547](https://cs.corp.google.com/piper///depot/google3/third_party/llvm/llvm-project/mlir/lib/Pass/Pass.cpp?l=547&ws=tap-presubmit-server/421956858&snapshot=2):21
#19 0x55c3f155d46f in runPipeline
[third_party/llvm/llvm-project/mlir/lib/Pass/Pass.cpp:619](https://cs.corp.google.com/piper///depot/google3/third_party/llvm/llvm-project/mlir/lib/Pass/Pass.cpp?l=619&ws=tap-presubmit-server/421956858&snapshot=2):16
#20 0x55c3f155d46f in mlir::PassManager::runPasses(mlir::Operation*,
mlir::AnalysisManager)
[third_party/llvm/llvm-project/mlir/lib/Pass/Pass.cpp:933](https://cs.corp.google.com/piper///depot/google3/third_party/llvm/llvm-project/mlir/lib/Pass/Pass.cpp?l=933&ws=tap-presubmit-server/421956858&snapshot=2):10
#21 0x55c3f155d15b in mlir::PassManager::run(mlir::Operation*)
[third_party/llvm/llvm-project/mlir/lib/Pass/Pass.cpp:913](https://cs.corp.google.com/piper///depot/google3/third_party/llvm/llvm-project/mlir/lib/Pass/Pass.cpp?l=913&ws=tap-presubmit-server/421956858&snapshot=2):60
#22 0x55c3ed0a8b20 in performActions(llvm::raw_ostream&,
std::__u::shared_ptr<llvm::SourceMgr> const&, mlir::MLIRContext*,
mlir::MlirOptMainConfig const&)
[third_party/llvm/llvm-project/mlir/lib/Tools/mlir-opt/MlirOptMain.cpp:477](https://cs.corp.google.com/piper///depot/google3/third_party/llvm/llvm-project/mlir/lib/Tools/mlir-opt/MlirOptMain.cpp?l=477&ws=tap-presubmit-server/421956858&snapshot=2):17
#23 0x55c3ed0a8363 in processBuffer
[third_party/llvm/llvm-project/mlir/lib/Tools/mlir-opt/MlirOptMain.cpp:553](https://cs.corp.google.com/piper///depot/google3/third_party/llvm/llvm-project/mlir/lib/Tools/mlir-opt/MlirOptMain.cpp?l=553&ws=tap-presubmit-server/421956858&snapshot=2):12
#24 0x55c3ed0a8363 in operator()
[third_party/llvm/llvm-project/mlir/lib/Tools/mlir-opt/MlirOptMain.cpp:642](https://cs.corp.google.com/piper///depot/google3/third_party/llvm/llvm-project/mlir/lib/Tools/mlir-opt/MlirOptMain.cpp?l=642&ws=tap-presubmit-server/421956858&snapshot=2):12
#25 0x55c3ed0a8363 in llvm::LogicalResult
llvm::function_ref<llvm::LogicalResult
(std::__u::unique_ptr<llvm::MemoryBuffer,
std::__u::default_delete<llvm::MemoryBuffer>>, llvm::MemoryBufferRef
const&,
llvm::raw_ostream&)>::callback_fn<mlir::MlirOptMain(llvm::raw_ostream&,
std::__u::unique_ptr<llvm::MemoryBuffer,
std::__u::default_delete<llvm::MemoryBuffer>>, mlir::DialectRegistry&,
mlir::MlirOptMainConfig const&)::$_0>(long,
std::__u::unique_ptr<llvm::MemoryBuffer,
std::__u::default_delete<llvm::MemoryBuffer>>, llvm::MemoryBufferRef
const&, llvm::raw_ostream&)
[third_party/llvm/llvm-project/llvm/include/llvm/ADT/STLFunctionalExtras.h:46](https://cs.corp.google.com/piper///depot/google3/third_party/llvm/llvm-project/llvm/include/llvm/ADT/STLFunctionalExtras.h?l=46&ws=tap-presubmit-server/421956858&snapshot=2):12
triton-lang#26 0x55c3f17bd34f in operator()
[third_party/llvm/llvm-project/llvm/include/llvm/ADT/STLFunctionalExtras.h:69](https://cs.corp.google.com/piper///depot/google3/third_party/llvm/llvm-project/llvm/include/llvm/ADT/STLFunctionalExtras.h?l=69&ws=tap-presubmit-server/421956858&snapshot=2):12
triton-lang#27 0x55c3f17bd34f in
mlir::splitAndProcessBuffer(std::__u::unique_ptr<llvm::MemoryBuffer,
std::__u::default_delete<llvm::MemoryBuffer>>,
llvm::function_ref<llvm::LogicalResult
(std::__u::unique_ptr<llvm::MemoryBuffer,
std::__u::default_delete<llvm::MemoryBuffer>>, llvm::MemoryBufferRef
const&, llvm::raw_ostream&)>, llvm::raw_ostream&, llvm::StringRef,
llvm::StringRef)
[third_party/llvm/llvm-project/mlir/lib/Support/ToolUtilities.cpp:30](https://cs.corp.google.com/piper///depot/google3/third_party/llvm/llvm-project/mlir/lib/Support/ToolUtilities.cpp?l=30&ws=tap-presubmit-server/421956858&snapshot=2):12
triton-lang#28 0x55c3ed09d0c6 in mlir::MlirOptMain(llvm::raw_ostream&,
std::__u::unique_ptr<llvm::MemoryBuffer,
std::__u::default_delete<llvm::MemoryBuffer>>, mlir::DialectRegistry&,
mlir::MlirOptMainConfig const&)
[third_party/llvm/llvm-project/mlir/lib/Tools/mlir-opt/MlirOptMain.cpp:647](https://cs.corp.google.com/piper///depot/google3/third_party/llvm/llvm-project/mlir/lib/Tools/mlir-opt/MlirOptMain.cpp?l=647&ws=tap-presubmit-server/421956858&snapshot=2):26
triton-lang#29 0x55c3ed09d67f in mlir::MlirOptMain(int, char**, llvm::StringRef,
llvm::StringRef, mlir::DialectRegistry&)
[third_party/llvm/llvm-project/mlir/lib/Tools/mlir-opt/MlirOptMain.cpp:693](https://cs.corp.google.com/piper///depot/google3/third_party/llvm/llvm-project/mlir/lib/Tools/mlir-opt/MlirOptMain.cpp?l=693&ws=tap-presubmit-server/421956858&snapshot=2):14
triton-lang#30 0x55c3ed09dc59 in mlir::MlirOptMain(int, char**, llvm::StringRef,
mlir::DialectRegistry&)
[third_party/llvm/llvm-project/mlir/lib/Tools/mlir-opt/MlirOptMain.cpp:709](https://cs.corp.google.com/piper///depot/google3/third_party/llvm/llvm-project/mlir/lib/Tools/mlir-opt/MlirOptMain.cpp?l=709&ws=tap-presubmit-server/421956858&snapshot=2):10
triton-lang#31 0x55c3eca74a70 in main
[third_party/triton/bin/triton-opt.cpp:14](https://cs.corp.google.com/piper///depot/google3/third_party/triton/bin/triton-opt.cpp?l=14&ws=tap-presubmit-server/421956858&snapshot=2):33
triton-lang#32 0x7f1fd58613d3 in __libc_start_main
(/usr/grte/v5/lib64/libc.so.6+0x613d3) (BuildId:
9a996398ce14a94560b0c642eb4f6e94)
triton-lang#33 0x55c3ec995aa9 in _start
/usr/grte/v5/debug-src/src/csu/../sysdeps/x86_64/start.S:120

</details>

---------

Co-authored-by: Thomas Raoux <[email protected]>
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@acollins3 @Moerafaat @chsigg @vwbaker