Convert model to Onnx, Tflite or TensorRT etc lighter model

Hi Author, 

I want to convert CRFNet model to some lighter format like onnx, tflite or tensorRT format. Is there any work around you have tried? 

Please suggest or share any code.
Since I have tried many libraries like keras2onnx, tf2onnx but not working. 

Thanks in Advanced.