How to train loaded model from ONNX in tensorflow or any other framework ?

Question

How to train loaded model from ONNX in tensorflow or any other framework ?

Opened this issue 5 years ago · 3 comments

I figured out that after loading model from ONNX in tensorflow for example. The variables are frozen and the model cannot be trained. Is there already a solution for training a model after loading from ONNX in tensorflow ?

Answer 1 · 2019-10-25T06:48:22.000Z

I am facing the same issue.

Answer 2 · 2019-10-25T17:06:35.000Z

The ONNX models are for inference only at the moment. Adding training is a work-in-progress, onnx/onnx#2314. Stay tuned.

Answer 3 · 2022-01-10T10:16:43.000Z

The referred to issue (onnx/onnx#2314) has now had a PR merged, and it onnx has added training support here: https://onnxruntime.ai/docs/#onnx-runtime-for-training. Do you know if there's any update on this here, or if this has been added to tf-onnx?