diff --git a/kernels/portable/cpu/op_round.cpp b/kernels/portable/cpu/op_round.cpp
index c14d75dc31e..eb4559fbb96 100644
--- a/kernels/portable/cpu/op_round.cpp
+++ b/kernels/portable/cpu/op_round.cpp
@@ -43,14 +43,18 @@ Tensor& round_out(KernelRuntimeContext& ctx, const Tensor& in, Tensor& out) {
 
   ET_KERNEL_CHECK(
       ctx, tensors_have_same_shape_and_dtype(in, out), InvalidArgument, out);
-  ET_KERNEL_CHECK(ctx, tensor_is_real_type(out), InvalidArgument, out);
+  ET_KERNEL_CHECK(
+      ctx,
+      executorch::runtime::tensor_is_realhbf16_type(out),
+      InvalidArgument,
+      out);
 
   ET_KERNEL_CHECK(
       ctx, tensors_have_same_dim_order(in, out), InvalidArgument, out);
 
   auto in_scalar_type = in.scalar_type();
 
-  ET_SWITCH_REAL_TYPES(in.scalar_type(), ctx, "round.out", CTYPE, [&] {
+  ET_SWITCH_REALHBF16_TYPES(in.scalar_type(), ctx, "round.out", CTYPE, [&] {
     apply_unary_map_fn(
         [in_scalar_type](const CTYPE val_in) {
           if (isIntegralType(in_scalar_type, /*includeBool=*/false)) {
diff --git a/kernels/test/op_round_test.cpp b/kernels/test/op_round_test.cpp
index 0b39aab22c2..71fda4a50d2 100644
--- a/kernels/test/op_round_test.cpp
+++ b/kernels/test/op_round_test.cpp
@@ -84,6 +84,14 @@ TEST_F(OpRoundTest, DoubleTensors) {
   test_round_execution_floats<ScalarType::Double>();
 }
 
+TEST_F(OpRoundTest, HalfTensors) {
+  test_round_execution_floats<ScalarType::Half>();
+}
+
+TEST_F(OpRoundTest, BFloat16Tensors) {
+  test_round_execution_floats<ScalarType::BFloat16>();
+}
+
 TEST_F(OpRoundTest, ByteTensors) {
   TensorFactory<ScalarType::Byte> tf;