The ONNX format enables you to leverage ONNX Runtime with DirectML, which provides cross-platform and hardware capabilities.
To convert your model to the ONNX format, you can utilize ONNXMLTools or Olive.
Once you have an .onnx model, leverage Olive powered by DirectML to optimize your model. You'll see dramatic performance improvements that you can deploy across the Windows hardware ecosystem.