seniorPyTorch
How do you ensure reproducibility in PyTorch?
Updated May 17, 2026
Short answer
Reproducibility is ensured by fixing seeds and controlling nondeterministic operations.
Deep explanation
You must set seeds for Python, NumPy, and torch, and configure deterministic backend flags to reduce randomness in GPU ops.
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