[Mlir-commits] [mlir] [mlir][vector] Add deinterleave operation to vector dialect (PR #92409)

Benjamin Maxwell llvmlistbot at llvm.org
Fri May 17 08:37:23 PDT 2024


================
@@ -543,6 +543,82 @@ def Vector_InterleaveOp :
   }];
 }
 
+class ResultIsHalfSourceVectorType<string result> : TypesMatchWith<
+  "type of 'input' is double the width of results",
+  "input", result,
+  [{
+    [&]() -> ::mlir::VectorType {
+      auto vectorType = ::llvm::cast<mlir::VectorType>($_self);
+      ::mlir::VectorType::Builder builder(vectorType);
+      auto lastDim = vectorType.getRank() - 1;
+      auto newDimSize = vectorType.getDimSize(lastDim) / 2;;
+      if (newDimSize <= 0)
+         return vectorType; // (invalid input type)
+      return builder.setDim(lastDim, newDimSize);
+    }()
+  }]
+>;
+
+def Vector_DeinterleaveOp :
+  Vector_Op<"deinterleave", [Pure,
+    PredOpTrait<"trailing dimension of input vector must be an even number",
+    CPred<[{
+      [&](){
+        auto srcVec = getSourceVectorType();
+        return srcVec.getDimSize(srcVec.getRank() - 1) % 2 == 0;
+      }()
+    }]>>,
+    ResultIsHalfSourceVectorType<"res1">,
+    ResultIsHalfSourceVectorType<"res2">,
+    AllTypesMatch<["res1", "res2"]>
+    ]> {
+      let summary = "constructs two vectors by deinterleaving an input vector";
+      let description = [{
+        The deinterleave operation constructs two vectors from a single input
+        vector. The first result vector contains the elements from even lanes
+        of the input, and the second contains elements from odd lanes. This is
+        the inverse of a 'vector.interleave' operation.
+
+        Each output's trailing dimension is half of the size of the input
+        vector's trailing dimension. This operation requires the input vector
+        to have a rank > 0 and an even number of elements in its trailing
+        dimension.
+
+        The operation supports scalable vectors.
+
+        Example:
+        ```mlir
+        %0 = vector.deinterleave %a
+                   : vector<[4]xi32>     ; yields vector<[2]xi32>, vector<[2]xi32>
+        %1 = vector.deinterleave %b
+                   : vector<8xi8>        ; yields vector<4xi8>, vector<4xi8>
+        %2 = vector.deinterleave %c
+                   : vector<2x8xf32>     ; yields vector<2x4xf32>, vector<2x4xf32>
+        %3 = vector.deinterleave %d
+                   : vector<2x4x[6]xf64> ; yields vector<2x4x[3]xf64>, vector<2x4x[3]xf64>
----------------
MacDue wrote:

The docs should show this returns two results (I don't think assigning it to one value is valid): 
```suggestion
        %0, %1 = vector.deinterleave %a
                   : vector<[4]xi32>     ; yields vector<[2]xi32>, vector<[2]xi32>
        %2, %3 = vector.deinterleave %b
                   : vector<8xi8>        ; yields vector<4xi8>, vector<4xi8>
        %4, %5 = vector.deinterleave %c
                   : vector<2x8xf32>     ; yields vector<2x4xf32>, vector<2x4xf32>
        %6, %7 = vector.deinterleave %d
                   : vector<2x4x[6]xf64> ; yields vector<2x4x[3]xf64>, vector<2x4x[3]xf64>
```

https://github.com/llvm/llvm-project/pull/92409


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