tensorflow conversion_error ai_generated true

InternalError: TensorRT conversion failed

ID: tensorflow/tensorrt-conversion-error

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

Version Compatibility

VersionStatusIntroducedDeprecatedNotes
2 active — — —

Root Cause

TensorRT optimization failed for model operations.

generic

Workarounds

  1. 88% success Set minimum_segment_size to skip small subgraphs
  2. 85% success Use precision_mode="FP16" for better compatibility than INT8

Dead Ends

Common approaches that don't work:

  1. Disable TensorRT entirely 68% fail

    Loses inference optimization

  2. Force all ops through TensorRT 82% fail

    Some ops not supported, crashes