a3655de2c8
Previously, OpDSL did not support rank polymorphism, which required a separate implementation of linalg.fill. This revision extends OpDSL to support rank polymorphism for a limited class of operations that access only scalars and tensors of rank zero. At operation instantiation time, it scales these scalar computations to multi-dimensional pointwise computations by replacing the empty indexing maps with identity index maps. The revision does not change the DSL itself, instead it adapts the Python emitter and the YAML generator to generate different indexing maps and and iterators depending on the rank of the first output. Additionally, the revision introduces a `linalg.fill_tensor` operation that in a future revision shall replace the current handwritten `linalg.fill` operation. `linalg.fill_tensor` is thus only temporarily available and will be renamed to `linalg.fill`. Reviewed By: nicolasvasilache, stellaraccident Differential Revision: https://reviews.llvm.org/D119003 |
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| .. | ||
| Bindings | ||
| Dialects | ||
| includes/img | ||
| Rationale | ||
| Tools | ||
| Tutorials | ||
| BufferDeallocationInternals.md | ||
| Bufferization.md | ||
| Canonicalization.md | ||
| CAPI.md | ||
| CMakeLists.txt | ||
| DataLayout.md | ||
| DebugActions.md | ||
| DeclarativeRewrites.md | ||
| Diagnostics.md | ||
| DialectConversion.md | ||
| doxygen-mainpage.dox | ||
| doxygen.cfg.in | ||
| Interfaces.md | ||
| LangRef.md | ||
| OpDefinitions.md | ||
| Passes.md | ||
| PassManagement.md | ||
| PatternRewriter.md | ||
| Quantization.md | ||
| README.txt | ||
| ShapeInference.md | ||
| SPIRVToLLVMDialectConversion.md | ||
| SymbolsAndSymbolTables.md | ||
| TargetLLVMIR.md | ||
| Traits.md | ||
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