diff --git a/modules/dnn/src/op_halide.cpp b/modules/dnn/src/op_halide.cpp
index 09e38f9cd9..dc46ace883 100644
--- a/modules/dnn/src/op_halide.cpp
+++ b/modules/dnn/src/op_halide.cpp
@@ -83,7 +83,9 @@ HalideBackendWrapper::HalideBackendWrapper(int targetId, const cv::Mat& m)
     }
     else if (targetId == DNN_TARGET_OPENCL)
     {
-        buffer.copy_to_device(halide_opencl_device_interface());
+        Halide::Target t = Halide::get_host_target();
+        t.set_feature(Halide::Target::OpenCL);
+        buffer.copy_to_device(get_default_device_interface_for_target(t));
     }
     else
         CV_Error(Error::StsNotImplemented, "Unknown target identifier");