diff --git a/mlir/include/mlir/Dialect/Tensor/Utils/Utils.h b/mlir/include/mlir/Dialect/Tensor/Utils/Utils.h
--- a/mlir/include/mlir/Dialect/Tensor/Utils/Utils.h
+++ b/mlir/include/mlir/Dialect/Tensor/Utils/Utils.h
@@ -33,6 +33,11 @@
 SmallVector<Value> createDynamicDimValues(OpBuilder &b, Location loc,
                                           Value rankedTensor);
 
+// Creates dim ops or constant ops for each dimension of the raked tensor
+// argument and returns these as values.
+SmallVector<Value> createDimValues(OpBuilder &b, Location loc,
+                                   Value rankedTensor);
+
 } // namespace tensor
 } // namespace mlir
 
diff --git a/mlir/lib/Dialect/Tensor/Utils/Utils.cpp b/mlir/lib/Dialect/Tensor/Utils/Utils.cpp
--- a/mlir/lib/Dialect/Tensor/Utils/Utils.cpp
+++ b/mlir/lib/Dialect/Tensor/Utils/Utils.cpp
@@ -68,3 +68,14 @@
   }
   return dynamicDims;
 }
+
+SmallVector<Value> mlir::tensor::createDimValues(OpBuilder &b, Location loc,
+                                                 Value rankedTensor) {
+  auto tensorTy = rankedTensor.getType().cast<RankedTensorType>();
+  SmallVector<Value> dims;
+  for (const auto &en : llvm::enumerate(tensorTy.getShape())) {
+    dims.push_back(
+        b.createOrFold<tensor::DimOp>(loc, rankedTensor, en.index()));
+  }
+  return dims;
+}