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A training run is reproducible in code but results vary because random seeds and dependency versions differ. What should be recorded?
Published
- Seeds, environment versions, data versions, and configuration, acknowledging remaining nondeterministic operations.
- Assume identical code guarantees bitwise identical results on all hardware.
- Only the final endpoint URL.
- Only the notebook filename.
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