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rfcs/20210119-determinism.md

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@@ -16,6 +16,7 @@ To get deterministic behavior, users must do the following:
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* Use same hardware in every run.
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* Use the same software environment every run (OS, checkpoints, version of TF, environmental variables, etc).
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* Not use constructs outside TensorFlow that are nondeterministic, such as Python’s `random` module or using multiple threads/processes in ways that influence TensorFlow’s behavior.
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* Do not use nondeterministic custom ops.
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## Motivation
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There are several mission critical applications in life sciences, finance and automation that require deterministic behavior. Determinism is required so that the behavior of these applications can be accurately predicted & demonstrated in a variety of scenarios.

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