tensorflow compatibility_error ai_generated true

NotFoundError: op not supported on TPU

ID: tensorflow/op-not-supported-tpu

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

Version Compatibility

VersionStatusIntroducedDeprecatedNotes
2 active — — —

Root Cause

TensorFlow operation not available on TPU.

generic

Workarounds

  1. 88% success Check TPU-compatible ops list and use alternatives
  2. 85% success Use tf.tpu.outside_compilation for unavoidable CPU ops

Dead Ends

Common approaches that don't work:

  1. Move single op to CPU 78% fail

    Transfers kill TPU performance

  2. Remove the operation 82% fail

    Changes model behavior