tensorflow compatibility_error ai_generated true

RuntimeError: cannot import frozen graph in TF2

ID: tensorflow/frozen-graph-import-error

Also available as: JSON · Markdown
78%Fix Rate
82%Confidence
3Evidence
2023-01-01First Seen

Version Compatibility

VersionStatusIntroducedDeprecatedNotes
2 active — — —

Root Cause

TF1 frozen graph not compatible with TF2 eager mode.

generic

Workarounds

  1. 88% success Use tf.compat.v1.wrap_function to wrap frozen graph
  2. 90% success Convert to SavedModel format: tf.saved_model.save()

Dead Ends

Common approaches that don't work:

  1. Disable TF2 behavior globally 85% fail

    Breaks TF2 APIs

  2. Re-train model from scratch 75% fail

    Loses training investment