Decomposition did not take padding into account when decomposing into fully
connected operation.
Reviewed By: NatashaKnk
Differential Revision: https://reviews.llvm.org/D139500
Moved to using helper lambdas to avoid code repetition. IR needed to be reordered to
accommodate which should be the only changes to the existing tests.
This changes the quantized test to target `i48` types to guarantee types are extended
correctly when necessary.
Reviewed By: jpienaar
Differential Revision: https://reviews.llvm.org/D136500
[RFC: EnumAttr for iterator types in Linalg](https://discourse.llvm.org/t/rfc-enumattr-for-iterator-types-in-linalg/64535)
This affect touches and probably breaks most of the code that creates `linalg.generic`. A fix would be to replace calls to `getParallelIteratorTypeName/getReductionIteratorTypeName` with `mlir::utils::IteratorType::parallel/reduction` and types from `StringRef` to `mlir::utils::IteratorType`.
Due to limitations of tablegen, shared C++ definition of IteratorType enum lives in StructuredOpsUtils.td, but each dialect should have it's own EnumAttr wrapper. To avoid conflict, all enums in a dialect are put into a separate file with a separate tablegen rule.
Test dialect td files are refactored a bit.
Printed format of `linalg.generic` temporarily remains unchanged to avoid breaking code and tests in the same change.
Differential Revision: https://reviews.llvm.org/D137658
now that `arith` dialect has maxf/minf use it instead of cmp/select.
Also refactor clamp helpers to make them simlper.
Reviewed By: rsuderman
Differential Revision: https://reviews.llvm.org/D131426
Dynamic batch for rescale, gather, max_pool, avg_pool, conv2D and depthwise_conv2D. Split helper functions into a separate header file.
Reviewed By: rsuderman
Differential Revision: https://reviews.llvm.org/D117031
