Static op verification cannot detect cases where an op is valid at compile time but may be invalid at runtime. An example of such an op is `memref::ExpandShapeOp`. Invalid at compile time: `memref.expand_shape %m [[0, 1]] : memref<11xf32> into memref<2x5xf32>` Valid at compile time (because we do not know any better): `memref.expand_shape %m [[0, 1]] : memref<?xf32> into memref<?x5xf32>`. This op may or may not be valid at runtime depending on the runtime shape of `%m`. Invalid runtime ops such as the one above are hard to debug because they can crash the program execution at a seemingly unrelated position or (even worse) compute an invalid result without crashing. This revision adds a new op interface `RuntimeVerifiableOpInterface` that can be implemented by ops that provide additional runtime verification. Such runtime verification can be computationally expensive, so it is only generated on an opt-in basis by running `-generate-runtime-verification`. A simple runtime verifier for `memref::ExpandShapeOp` is provided as an example. Differential Revision: https://reviews.llvm.org/D138576
33 lines
626 B
CMake
33 lines
626 B
CMake
add_mlir_dialect_library(MLIRMemRefTransforms
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ComposeSubView.cpp
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ExpandOps.cpp
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ExpandStridedMetadata.cpp
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EmulateWideInt.cpp
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FoldMemRefAliasOps.cpp
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MultiBuffer.cpp
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NormalizeMemRefs.cpp
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ResolveShapedTypeResultDims.cpp
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RuntimeOpVerification.cpp
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ADDITIONAL_HEADER_DIRS
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${MLIR_MAIN_INCLUDE_DIR}/mlir/Dialect/MemRef
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DEPENDS
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MLIRMemRefPassIncGen
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LINK_LIBS PUBLIC
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MLIRAffineDialect
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MLIRAffineUtils
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MLIRArithDialect
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MLIRArithTransforms
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MLIRFuncDialect
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MLIRInferTypeOpInterface
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MLIRLoopLikeInterface
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MLIRMemRefDialect
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MLIRPass
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MLIRTensorDialect
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MLIRTransforms
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MLIRVectorDialect
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)
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