Writing a TensorRT plugin requires solid CUDA programming skills and considerable time to make the plugin work properly and optimized. We'll demonstrate an end-to-end tool to generate a user-specific op to a TensorRT plugin, enabled by Relay and AutoScheduler of TVM. This tool can help AI developers to get rid of the tedious handwritten TensorRT plugin and convert their models to TensorRT automatically.