Convert TF SavedModel To ONNX

Description

This VI converts a TensorFlow model saved in the SavedModel directory format into a .onnx file, using the tf2onnx converter. It enables TensorFlow-trained models to be deployed in ONNX-compatible runtimes and platforms.

Input parameters

 Open Netron : boolean, indicating whether to automatically open the resulting ONNX file in Netron after conversion. If true opens in Netron else conversion only.
TF Model Folder Path : path, path to the TensorFlow SavedModel folder. This directory must contain saved_model.pb and the associated variables/subfolder.
ONNX Model Path : path, destination file path for the exported .onnx model.

Output parameters

 standard output : string, text output from the underlying Python process. Can include logs, conversion info, or warnings.
 standard error : string, text output capturing any error messages from the Python process, useful for debugging failed conversions.

Example