[Mlir-commits] [llvm] [mlir] [mlir] Implement Mesh's ShardingInterface for Linalg ops (PR #82284)

[Lei Zhang]

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@@ -563,6 +563,85 @@ void mesh::spmdizeFullyReplicatedOperation(
   builder.clone(op, spmdizationMap);
 }
 
+static void updateMeshAxisAssignmentForLoopIterators(
+    ArrayRef<MeshAxis> meshAxesAssignmentForTensorAxis, AffineExpr indexingExpr,
+    SmallVector<std::optional<SmallVector<MeshAxis>>>
+        &meshAxesAssignmentForLoopIterators) {
+  AffineDimExpr affineDimExpr = cast<AffineDimExpr>(indexingExpr);
+  unsigned loopIteratorIdx = affineDimExpr.getPosition();
+  if (meshAxesAssignmentForLoopIterators[loopIteratorIdx]) {
+    assert(llvm::equal(meshAxesAssignmentForTensorAxis,
+                       *meshAxesAssignmentForLoopIterators[loopIteratorIdx]));
+  } else {
+    meshAxesAssignmentForLoopIterators[loopIteratorIdx] =
+        llvm::to_vector(meshAxesAssignmentForTensorAxis);
+  }
+}
+
+ShardingArray mesh::getMeshAxisAssignmentForLoopIterators(
+    ArrayRef<MeshShardingAttr> operandShardings,
+    ArrayRef<MeshShardingAttr> resultShardings,
+    ArrayRef<utils::IteratorType> loopIteratorTypes,
+    ArrayRef<AffineMap> indexingMaps) {
+  SmallVector<std::optional<SmallVector<MeshAxis>>>
+      meshAxisAssignmentForLoopIterators(loopIteratorTypes.size());
+  SmallVector<MeshShardingAttr> operatorAndResultShardings;
+  operatorAndResultShardings.reserve(operandShardings.size() +
+                                     resultShardings.size());
+  operatorAndResultShardings.insert(operatorAndResultShardings.end(),
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antiagainst wrote:

`append_range`?

https://github.com/llvm/llvm-project/pull/82284