| Issue |
128331
|
| Summary |
[MLIR]`-tosa-to-linalg-pipeline` triggers Assertion Failure `sourceTy.hasStaticShape() && "Dynamic broadcasting shapes not supported!"'
|
| Labels |
mlir
|
| Assignees |
|
| Reporter |
xisang0
|
Test on commit: https://github.com/llvm/llvm-project/commit/dca2ed31278c444f839e3e04fde0c21b62451d4a
steps to reproduce:
```
mlir-opt test.mlir -tosa-to-linalg-pipeline
```
test case:
```
module {
func.func @combined_example(%input3: tensor<?x?xf32>,%weight: tensor<?x?xf32>, %bias: tensor<?xf32>) -> (tensor<?x?xf32>) {
%fully_connected_output = "tosa.fully_connected"(%input3, %weight, %bias) : (tensor<?x?xf32>, tensor<?x?xf32>, tensor<?xf32>) -> tensor<?x?xf32>
return %fully_connected_output : tensor<?x?xf32>
}
}
```
crash trace:
```
mlir-opt: /home/workdir/llvm-project-19/mlir/lib/Conversion/TosaToLinalg/TosaToLinalgNamed.cpp:107: AffineMap getBroadcastingMap(PatternRewriter &, Value, Value): Assertion `sourceTy.hasStaticShape() && "Dynamic broadcasting shapes not supported!"' failed.
PLEASE submit a bug report to https://github.com/llvm/llvm-project/issues/ and include the crash backtrace.
Stack dump:
0. Program arguments: ./mlir-opt /home/workdir/test.mlir -tosa-to-linalg-pipeline
#0 0x00005db39578c258 llvm::sys::PrintStackTrace(llvm::raw_ostream&, int) (./mlir-opt+0x10b5258)
#1 0x00005db395789d7e llvm::sys::RunSignalHandlers() (./mlir-opt+0x10b2d7e)
#2 0x00005db39578cc68 SignalHandler(int) Signals.cpp:0:0
#3 0x00007bc23a215520 (/lib/x86_64-linux-gnu/libc.so.6+0x42520)
#4 0x00007bc23a2699fc pthread_kill (/lib/x86_64-linux-gnu/libc.so.6+0x969fc)
#5 0x00007bc23a215476 gsignal (/lib/x86_64-linux-gnu/libc.so.6+0x42476)
#6 0x00007bc23a1fb7f3 abort (/lib/x86_64-linux-gnu/libc.so.6+0x287f3)
#7 0x00007bc23a1fb71b (/lib/x86_64-linux-gnu/libc.so.6+0x2871b)
#8 0x00007bc23a20ce96 (/lib/x86_64-linux-gnu/libc.so.6+0x39e96)
#9 0x00005db39854947b getBroadcastingMap(mlir::PatternRewriter&, mlir::Value, mlir::Value) TosaToLinalgNamed.cpp:0:0
#10 0x00005db3985484a4 linalgBroadcastAndMaybeExtSI(mlir::PatternRewriter&, mlir::Location, mlir::Value, mlir::Value) TosaToLinalgNamed.cpp:0:0
#11 0x00005db398556d0b (anonymous namespace)::FullyConnectedConverter::matchAndRewrite(mlir::tosa::FullyConnectedOp, mlir::tosa::FullyConnectedOpAdaptor, mlir::ConversionPatternRewriter&) const TosaToLinalgNamed.cpp:0:0
#12 0x00005db39855729b mlir::OpConversionPattern<mlir::tosa::FullyConnectedOp>::matchAndRewrite(mlir::tosa::FullyConnectedOp, mlir::tosa::FullyConnectedOpGenericAdaptor<llvm::ArrayRef<mlir::ValueRange>>, mlir::ConversionPatternRewriter&) const (./mlir-opt+0x3e8029b)
#13 0x00005db3985564ba mlir::OpConversionPattern<mlir::tosa::FullyConnectedOp>::matchAndRewrite(mlir::Operation*, llvm::ArrayRef<mlir::ValueRange>, mlir::ConversionPatternRewriter&) const (./mlir-opt+0x3e7f4ba)
#14 0x00005db398bdf851 mlir::ConversionPattern::matchAndRewrite(mlir::Operation*, mlir::PatternRewriter&) const (./mlir-opt+0x4508851)
#15 0x00005db39ac1ff4a void llvm::function_ref<void ()>::callback_fn<mlir::PatternApplicator::matchAndRewrite(mlir::Operation*, mlir::PatternRewriter&, llvm::function_ref<bool (mlir::Pattern const&)>, llvm::function_ref<void (mlir::Pattern const&)>, llvm::function_ref<llvm::LogicalResult (mlir::Pattern const&)>)::$_0>(long) PatternApplicator.cpp:0:0
#16 0x00005db39ac1cb8f mlir::PatternApplicator::matchAndRewrite(mlir::Operation*, mlir::PatternRewriter&, llvm::function_ref<bool (mlir::Pattern const&)>, llvm::function_ref<void (mlir::Pattern const&)>, llvm::function_ref<llvm::LogicalResult (mlir::Pattern const&)>) (./mlir-opt+0x6545b8f)
#17 0x00005db398be08cd (anonymous namespace)::OperationLegalizer::legalize(mlir::Operation*, mlir::ConversionPatternRewriter&) DialectConversion.cpp:0:0
#18 0x00005db398bdf967 mlir::OperationConverter::convert(mlir::ConversionPatternRewriter&, mlir::Operation*) (./mlir-opt+0x4508967)
#19 0x00005db398be0b0f mlir::OperationConverter::convertOperations(llvm::ArrayRef<mlir::Operation*>) (./mlir-opt+0x4509b0f)
#20 0x00005db398be70de mlir::applyFullConversion(mlir::Operation*, mlir::ConversionTarget const&, mlir::FrozenRewritePatternSet const&, mlir::ConversionConfig) (./mlir-opt+0x45100de)
#21 0x00005db3984f53a8 (anonymous namespace)::TosaToLinalgNamed::runOnOperation() TosaToLinalgNamedPass.cpp:0:0
#22 0x00005db398b81bcf mlir::detail::OpToOpPassAdaptor::run(mlir::Pass*, mlir::Operation*, mlir::AnalysisManager, bool, unsigned int) (./mlir-opt+0x44aabcf)
#23 0x00005db398b82352 mlir::detail::OpToOpPassAdaptor::runPipeline(mlir::OpPassManager&, mlir::Operation*, mlir::AnalysisManager, bool, unsigned int, mlir::PassInstrumentor*, mlir::PassInstrumentation::PipelineParentInfo const*) (./mlir-opt+0x44ab352)
#24 0x00005db398b87a0e auto void mlir::parallelForEach<__gnu_cxx::__normal_iterator<mlir::detail::OpToOpPassAdaptor::runOnOperationAsyncImpl(bool)::OpPMInfo*, std::vector<mlir::detail::OpToOpPassAdaptor::runOnOperationAsyncImpl(bool)::OpPMInfo, std::allocator<mlir::detail::OpToOpPassAdaptor::runOnOperationAsyncImpl(bool)::OpPMInfo>>>, mlir::detail::OpToOpPassAdaptor::runOnOperationAsyncImpl(bool)::$_0>(mlir::MLIRContext*, __gnu_cxx::__normal_iterator<mlir::detail::OpToOpPassAdaptor::runOnOperationAsyncImpl(bool)::OpPMInfo*, std::vector<mlir::detail::OpToOpPassAdaptor::runOnOperationAsyncImpl(bool)::OpPMInfo, std::allocator<mlir::detail::OpToOpPassAdaptor::runOnOperationAsyncImpl(bool)::OpPMInfo>>>, __gnu_cxx::__normal_iterator<mlir::detail::OpToOpPassAdaptor::runOnOperationAsyncImpl(bool)::OpPMInfo*, std::vector<mlir::detail::OpToOpPassAdaptor::runOnOperationAsyncImpl(bool)::OpPMInfo, std::allocator<mlir::detail::OpToOpPassAdaptor::runOnOperationAsyncImpl(bool)::OpPMInfo>>>, mlir::detail::OpToOpPassAdaptor::runOnOperationAsyncImpl(bool)::$_0&&)::'lambda'(__gnu_cxx::__normal_iterator<mlir::detail::OpToOpPassAdaptor::runOnOperationAsyncImpl(bool)::OpPMInfo*, std::vector<mlir::detail::OpToOpPassAdaptor::runOnOperationAsyncImpl(bool)::OpPMInfo, std::allocator<mlir::detail::OpToOpPassAdaptor::runOnOperationAsyncImpl(bool)::OpPMInfo>>>&&)::operator()<mlir::detail::OpToOpPassAdaptor::runOnOperationAsyncImpl(bool)::OpPMInfo&>(__gnu_cxx::__normal_iterator<mlir::detail::OpToOpPassAdaptor::runOnOperationAsyncImpl(bool)::OpPMInfo*, std::vector<mlir::detail::OpToOpPassAdaptor::runOnOperationAsyncImpl(bool)::OpPMInfo, std::allocator<mlir::detail::OpToOpPassAdaptor::runOnOperationAsyncImpl(bool)::OpPMInfo>>>&&) const Pass.cpp:0:0
#25 0x00005db398b83b5b mlir::detail::OpToOpPassAdaptor::runOnOperationAsyncImpl(bool) (./mlir-opt+0x44acb5b)
#26 0x00005db398b81d29 mlir::detail::OpToOpPassAdaptor::run(mlir::Pass*, mlir::Operation*, mlir::AnalysisManager, bool, unsigned int) (./mlir-opt+0x44aad29)
#27 0x00005db398b82352 mlir::detail::OpToOpPassAdaptor::runPipeline(mlir::OpPassManager&, mlir::Operation*, mlir::AnalysisManager, bool, unsigned int, mlir::PassInstrumentor*, mlir::PassInstrumentation::PipelineParentInfo const*) (./mlir-opt+0x44ab352)
#28 0x00005db398b84ade mlir::PassManager::run(mlir::Operation*) (./mlir-opt+0x44adade)
#29 0x00005db398b7d62b performActions(llvm::raw_ostream&, std::shared_ptr<llvm::SourceMgr> const&, mlir::MLIRContext*, mlir::MlirOptMainConfig const&) MlirOptMain.cpp:0:0
#30 0x00005db398b7d283 llvm::LogicalResult llvm::function_ref<llvm::LogicalResult (std::unique_ptr<llvm::MemoryBuffer, std::default_delete<llvm::MemoryBuffer>>, llvm::raw_ostream&)>::callback_fn<mlir::MlirOptMain(llvm::raw_ostream&, std::unique_ptr<llvm::MemoryBuffer, std::default_delete<llvm::MemoryBuffer>>, mlir::DialectRegistry&, mlir::MlirOptMainConfig const&)::$_0>(long, std::unique_ptr<llvm::MemoryBuffer, std::default_delete<llvm::MemoryBuffer>>, llvm::raw_ostream&) MlirOptMain.cpp:0:0
#31 0x00005db398c269e5 mlir::splitAndProcessBuffer(std::unique_ptr<llvm::MemoryBuffer, std::default_delete<llvm::MemoryBuffer>>, llvm::function_ref<llvm::LogicalResult (std::unique_ptr<llvm::MemoryBuffer, std::default_delete<llvm::MemoryBuffer>>, llvm::raw_ostream&)>, llvm::raw_ostream&, llvm::StringRef, llvm::StringRef) (./mlir-opt+0x454f9e5)
#32 0x00005db398b76ee2 mlir::MlirOptMain(llvm::raw_ostream&, std::unique_ptr<llvm::MemoryBuffer, std::default_delete<llvm::MemoryBuffer>>, mlir::DialectRegistry&, mlir::MlirOptMainConfig const&) (./mlir-opt+0x449fee2)
#33 0x00005db398b77193 mlir::MlirOptMain(int, char**, llvm::StringRef, llvm::StringRef, mlir::DialectRegistry&) (./mlir-opt+0x44a0193)
#34 0x00005db398b773a2 mlir::MlirOptMain(int, char**, llvm::StringRef, mlir::DialectRegistry&) (./mlir-opt+0x44a03a2)
#35 0x00005db39576b477 main (./mlir-opt+0x1094477)
#36 0x00007bc23a1fcd90 (/lib/x86_64-linux-gnu/libc.so.6+0x29d90)
#37 0x00007bc23a1fce40 __libc_start_main (/lib/x86_64-linux-gnu/libc.so.6+0x29e40)
#38 0x00005db39576afe5 _start (./mlir-opt+0x1093fe5)
Aborted (core dumped)
```
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