diff --git a/backends/vulkan/op_registry.py b/backends/vulkan/op_registry.py
index 54b7b8651bc..b33430a6bca 100644
--- a/backends/vulkan/op_registry.py
+++ b/backends/vulkan/op_registry.py
@@ -276,6 +276,7 @@ def register_binary_op(features: OpFeatures):
         exir_ops.edge.aten.sqrt.default,
         exir_ops.edge.aten.rsqrt.default,
         exir_ops.edge.aten.tanh.default,
+        exir_ops.edge.aten.round.default,
     ]
 )
 def register_unary_op(features: OpFeatures):
diff --git a/backends/vulkan/runtime/graph/ops/glsl/unary_op.yaml b/backends/vulkan/runtime/graph/ops/glsl/unary_op.yaml
index 6757d2a6d45..f13393ce6c7 100644
--- a/backends/vulkan/runtime/graph/ops/glsl/unary_op.yaml
+++ b/backends/vulkan/runtime/graph/ops/glsl/unary_op.yaml
@@ -44,3 +44,5 @@ unary_op:
       OPERATOR: hardsigmoid(X)
     - NAME: leaky_relu
       OPERATOR: leaky_relu(X, A)
+    - NAME: round
+      OPERATOR: round(X)
diff --git a/backends/vulkan/runtime/graph/ops/impl/UnaryOp.cpp b/backends/vulkan/runtime/graph/ops/impl/UnaryOp.cpp
index 4bf73fad5a1..9a3ab002403 100644
--- a/backends/vulkan/runtime/graph/ops/impl/UnaryOp.cpp
+++ b/backends/vulkan/runtime/graph/ops/impl/UnaryOp.cpp
@@ -149,6 +149,7 @@ DEFINE_HARDSHRINK_FN(hardshrink);
 DEFINE_ACTIVATION_FN(hardswish);
 DEFINE_ACTIVATION_FN(hardsigmoid);
 DEFINE_LEAKY_RELU_FN(leaky_relu);
+DEFINE_ACTIVATION_FN(round);
 
 REGISTER_OPERATORS {
   VK_REGISTER_OP(aten.abs.default, abs);
@@ -168,6 +169,7 @@ REGISTER_OPERATORS {
   VK_REGISTER_OP(aten.hardswish.default, hardswish);
   VK_REGISTER_OP(aten.hardsigmoid.default, hardsigmoid);
   VK_REGISTER_OP(aten.leaky_relu.default, leaky_relu);
+  VK_REGISTER_OP(aten.round.default, round);
 }
 
 } // namespace vkcompute
diff --git a/backends/vulkan/test/op_tests/cases.py b/backends/vulkan/test/op_tests/cases.py
index 88f5bea5c3e..85008a52ff0 100644
--- a/backends/vulkan/test/op_tests/cases.py
+++ b/backends/vulkan/test/op_tests/cases.py
@@ -1092,6 +1092,7 @@ def get_reduce_op_inputs():
         "aten.hardswish.default",
         "aten.hardsigmoid.default",
         "aten.leaky_relu.default",
+        "aten.round.default",
     ]
 )
 def get_unary_ops_inputs():