tensorflow runtime_error ai_generated true

AbortedError: Operation was aborted

ID: tensorflow/aborted-error

Also available as: JSON · Markdown
72%Fix Rate
78%Confidence
3Evidence
2023-01-01First Seen

Version Compatibility

VersionStatusIntroducedDeprecatedNotes
2 active — — —

Root Cause

Multi-worker training aborted due to worker failure or timeout.

generic

Workarounds

  1. 88% success Check all workers are reachable and TF_CONFIG is correct
  2. 85% success Use tf.distribute.experimental.MultiWorkerMirroredStrategy with proper config

Dead Ends

Common approaches that don't work:

  1. Restart failed worker without syncing 80% fail

    Gradient staleness and divergence

  2. Remove fault tolerance and retry logic 85% fail

    Training crashes completely on any failure