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Summary

  1. [mlir][Linalg] Revisit the Linalg on tensors abstraction (details)
Commit b7ae1d3d2b1b1d73374a0583150c452273318268 by ravishankarm
[mlir][Linalg] Revisit the Linalg on tensors abstraction

This revision drops init_tensor arguments from Linalg on tensors and instead uniformizes the output buffers and output tensors to be consistent.
This significantly simplifies the usage of Linalg on tensors and is a stepping stone for
its evolution towards a mixed tensor and shape abstraction discussed in https://llvm.discourse.group/t/linalg-and-shapes/2421/19.

Differential Revision: https://reviews.llvm.org/D93469
The file was modifiedmlir/test/Dialect/Linalg/bufferize.mlir
The file was modifiedmlir/docs/Dialects/Linalg.md
The file was modifiedmlir/test/Dialect/Linalg/roundtrip.mlir
The file was modifiedmlir/lib/Dialect/Linalg/Analysis/DependenceAnalysis.cpp
The file was modifiedmlir/test/Dialect/Linalg/invalid.mlir
The file was removedmlir/include/mlir/Dialect/Linalg/IR/LinalgTraits.h
The file was modifiedmlir/tools/mlir-linalg-ods-gen/mlir-linalg-ods-gen.cpp
The file was modifiedmlir/test/Dialect/Linalg/canonicalize-duplicate-inputs.mlir
The file was modifiedmlir/test/Dialect/Linalg/convert-elementwise-to-linalg.mlir
The file was modifiedmlir/test/Dialect/Linalg/sparse_parallel.mlir
The file was modifiedmlir/test/Dialect/Linalg/sparse_2d.mlir
The file was modifiedmlir/test/EDSC/builder-api-test.cpp
The file was modifiedmlir/test/Dialect/Linalg/sparse_1d.mlir
The file was modifiedmlir/test/Dialect/Linalg/fold-unit-trip-loops.mlir
The file was modifiedmlir/lib/Dialect/Linalg/Transforms/Sparsification.cpp
The file was modifiedmlir/test/Dialect/Linalg/sparse_3d.mlir
The file was modifiedmlir/lib/Dialect/Linalg/Transforms/DropUnitDims.cpp
The file was modifiedmlir/lib/Dialect/Linalg/Transforms/Interchange.cpp
The file was modifiedmlir/test/Dialect/Linalg/tile-and-distribute.mlir
The file was modifiedmlir/include/mlir/Dialect/Linalg/EDSC/Intrinsics.h
The file was modifiedmlir/lib/Dialect/Linalg/Transforms/Bufferize.cpp
The file was modifiedmlir/test/Dialect/Linalg/parallel-loops.mlir
The file was modifiedmlir/lib/Dialect/Linalg/Utils/Utils.cpp
The file was modifiedmlir/test/Dialect/Linalg/sparse_invalid.mlir
The file was modifiedmlir/lib/Dialect/Linalg/EDSC/Builders.cpp
The file was modifiedmlir/lib/Dialect/Linalg/Transforms/Fusion.cpp
The file was modifiedmlir/include/mlir/Dialect/Linalg/EDSC/Builders.h
The file was modifiedmlir/lib/Dialect/StandardOps/IR/Ops.cpp
The file was modifiedmlir/integration_test/Dialect/Linalg/CPU/test-tensor-matmul.mlir
The file was modifiedmlir/test/Dialect/Linalg/sparse_storage.mlir
The file was modifiedmlir/test/Dialect/Linalg/drop-unit-extent-dims.mlir
The file was modifiedmlir/test/Dialect/Linalg/reshape_linearization_fusion.mlir
The file was modifiedmlir/lib/Dialect/Linalg/Transforms/ElementwiseToLinalg.cpp
The file was modifiedmlir/include/mlir/Dialect/Linalg/IR/LinalgStructuredOps.td
The file was modifiedmlir/test/Dialect/Linalg/fusion-tensor.mlir
The file was modifiedmlir/include/mlir/Dialect/Linalg/Analysis/DependenceAnalysis.h
The file was modifiedmlir/lib/Dialect/Linalg/Transforms/Vectorization.cpp
The file was modifiedmlir/test/Dialect/Linalg/tile-tensors.mlir
The file was modifiedmlir/test/Dialect/Linalg/canonicalize.mlir
The file was modifiedmlir/test/mlir-linalg-ods-gen/test-linalg-ods-gen.tc
The file was modifiedmlir/test/Dialect/Linalg/reshape_fusion.mlir
The file was modifiedmlir/lib/Dialect/Linalg/Transforms/Generalization.cpp
The file was modifiedmlir/test/Dialect/Linalg/generalize-named-ops.mlir
The file was modifiedmlir/lib/Dialect/Linalg/Transforms/FusionOnTensors.cpp
The file was modifiedmlir/lib/Dialect/Linalg/Transforms/Promotion.cpp
The file was modifiedmlir/include/mlir/Dialect/Linalg/IR/LinalgStructuredOpsInterface.td
The file was modifiedmlir/lib/Dialect/Linalg/Transforms/Tiling.cpp
The file was modifiedmlir/include/mlir/IR/OpBase.td
The file was modifiedmlir/test/Dialect/Linalg/tile-and-fuse-tensors.mlir
The file was modifiedmlir/include/mlir/Dialect/Linalg/IR/LinalgOps.h
The file was modifiedmlir/lib/Dialect/Linalg/IR/LinalgOps.cpp
The file was modifiedmlir/lib/Dialect/Linalg/Transforms/Transforms.cpp