[Mlir-commits] [mlir] [MLIR][Linalg][Docs] Add forms to Linalg rationale docs (PR #156859)

[Andrzej Warzyński]

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@@ -506,6 +506,65 @@ potential by introducing lower-level IR ops and *smaller* Linalg ops.
 This gradually reduces the potential, all the way to Loops + VectorOps
 and LLVMIR.
 
+### Interchangeability of Forms<a name="forms"></a>
+
+Linalg's various forms (named, generic) also carry information, and that
+information should be preserved as much as possible during the progressive
+lowering. A `matmul` operation is a special case of a `contract` operation,
+which in turn is a special case of `generic` operation. Transformations on
+the more special forms should not be converted to the more generic ones
+unnecessarily, in the same way that they should not be broken down into
+loops + arithmetic if they can still be represented as a Linalg op.
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banach-space wrote:

Shouldn't this paragraph come _after_ "Generic", "Category", "Named" are defined?

https://github.com/llvm/llvm-project/pull/156859