diff --git a/mlir/include/mlir/Dialect/StandardOps/IR/Ops.td b/mlir/include/mlir/Dialect/StandardOps/IR/Ops.td
--- a/mlir/include/mlir/Dialect/StandardOps/IR/Ops.td
+++ b/mlir/include/mlir/Dialect/StandardOps/IR/Ops.td
@@ -525,6 +525,39 @@
   }];
 }
 
+//===----------------------------------------------------------------------===//
+// Atan2Op
+//===----------------------------------------------------------------------===//
+
+def Atan2Op : FloatArithmeticOp<"atan2">{
+  let summary = "2-argument arcus tangent of the given values";
+  let description = [{
+    Syntax:
+
+    ```
+    operation ::= ssa-id `=` `std.atan2` ssa-use `,` ssa-use `:` type
+    ```
+
+    The `atan2` operation takes two operands and returns one result, all of
+    which must be of the same type.  This type may be a floating point scalar
+    type, a vector whose element type is a floating point type, or a floating
+    point tensor.
+
+    Example:
+
+    ```mlir
+    // Scalar variant.
+    %a = atan2 %b, %c : f32
+
+    // SIMD vector variant.
+    %f = atan2 %g, %h : vector<4xf32>
+
+    // Tensor variant.
+    %x = atan2 %y, %z : tensor<4x?xf32>
+    ```
+  }];
+}
+
 //===----------------------------------------------------------------------===//
 // AtomicRMWOp
 //===----------------------------------------------------------------------===//