tensorflow type_error ai_generated true

UnimplementedError: Cast from string to float is not supported

ID: tensorflow/unimplemented-error

Also available as: JSON · Markdown
82%Fix Rate
86%Confidence
3Evidence
2023-01-01First Seen

Version Compatibility

VersionStatusIntroducedDeprecatedNotes
2 active — — —

Root Cause

Unsupported operation or type cast in graph execution.

generic

Workarounds

  1. 90% success Add explicit tf.cast() with correct dtype before the operation
  2. 88% success Preprocess data to correct types in tf.data pipeline

Dead Ends

Common approaches that don't work:

  1. Cast everything to string first 88% fail

    Numeric operations fail

  2. Switch to eager mode for that one op 70% fail

    Performance regression