A training run is reproducible in code but results vary because random seeds and dependency versions differ. What should be recorded?

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  1. Seeds, environment versions, data versions, and configuration, acknowledging remaining nondeterministic operations.
  2. Assume identical code guarantees bitwise identical results on all hardware.
  3. Only the final endpoint URL.
  4. Only the notebook filename.

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