Migrating TF 2 Model to TF 1 for inference

[Mehdi_Sameie]

Hello,

As I noticed, TF 2 is not backward compatible with TF 1. I developed my model in TF 2.6 but I am not able to import the saved_model.pb or even my json file to TF 1 for inference. Does anyone have the same issue?
Thanks

[8bitmp3]

Hi, have you tried:

tf.compat.v2.saved_model.load(...) (TF 1.x):

• Module: tf.compat.v2.saved_model  |  TensorFlow Core v1.15.0
• tf.saved_model.load_v2  |  TensorFlow Core v1.15.0
  (tf.saved_model.load_v2 aliases: tf.compat.v1.saved_model.load_v2, tf.compat.v2.saved_model.load)

cc @markdaoust

[markdaoust]

@Mehdi_Sameie

but I am not able to import the saved_model.pb or even my json file to TF 1 for inference

Can I ask why? It seems strange to develope on TF2 and run on TF1.
Can you upgrade your inference platform to TF2, and then use tf.compat.v1 and disable_v2_behavior?