diff --git a/backends/vulkan/op_registry.py b/backends/vulkan/op_registry.py
index e3498cf1792..675143cd7fd 100644
--- a/backends/vulkan/op_registry.py
+++ b/backends/vulkan/op_registry.py
@@ -435,7 +435,19 @@ def register_2d_pool_op():
 )
 def register_convolution_op():
     return OpFeatures(
-        inputs_storage=utils.CHANNELS_PACKED_TEXTURE,
+        inputs_storage=[
+            utils.CHANNELS_PACKED_TEXTURE,  # input
+            utils.NO_STORAGE,  # weight (prepacked)
+            utils.NO_STORAGE,  # bias (prepacked)
+            utils.NO_STORAGE,  # stride (non tensor)
+            utils.NO_STORAGE,  # padding (non tensor)
+            utils.NO_STORAGE,  # dilation (non tensor)
+            utils.NO_STORAGE,  # transposed (non tensor)
+            utils.NO_STORAGE,  # output_padding (non tensor)
+            utils.NO_STORAGE,  # groups (non tensor)
+            utils.NO_STORAGE,  # output_min (non tensor)
+            utils.NO_STORAGE,  # output_max (non tensor)
+        ],
         supports_resize=True,
         supports_prepacking=True,
     )