4 Commits

Author SHA1 Message Date
Matthias Springer
5eee80ce5e [mlir][memref] Add runtime verification for memref::CastOp
Verify unranked -> ranked casts and casts of dynamic sizes/offset/strides to static ones.

Differential Revision: https://reviews.llvm.org/D138671
2023-01-06 14:38:56 +01:00
Adrian Kuegel
70423eedec [mlir][MemRef] Apply ClangTidy performance fix (NFC). 2023-01-02 08:41:31 +01:00
Kazu Hirata
02f4cfa33d [mlir] Fix a warning
This patch fixes:

  mlir/lib/Dialect/MemRef/Transforms/RuntimeOpVerification.cpp:33:12:
  error: variable 'foundDynamicDim' set but not used
  [-Werror,-Wunused-but-set-variable]
2022-12-21 16:15:09 -08:00
Matthias Springer
108b08f2a9 [mlir] Add RuntimeVerifiableOpInterface and transform
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
2022-12-21 10:57:14 +01:00