Web Reference: jax.random.split # jax.random.split(key, num=2) [source] # Splits a PRNG key into num new keys by adding a leading axis. Parameters: key (ArrayLike) – a PRNG key (from key, split, fold_in). num (int | tuple[int, ...]) – optional, a positive integer (or tuple of integers) indicating the number (or shape) of keys to produce. Defaults to 2 ... Dec 14, 2022 · The purpose of random.split is to allow you to generate an arbitrary number of independent pseudorandom values given a single key. You can certainly directly create as many random keys as you wish, but requiring this in every case would be problematic. Oct 9, 2024 · That‘s where jax.random.split comes in – it lets you take an initial PRNGKey and split it into new, independent keys. By using these split keys for different operations that involve randomness, you can avoid accidental correlations and ensure reproducible results.
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