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Array API: port the RNG functions #402

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paddyroddy opened this issue Nov 11, 2024 · 0 comments
Open

Array API: port the RNG functions #402

paddyroddy opened this issue Nov 11, 2024 · 0 comments
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@paddyroddy @Saransh-cpp
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array-api Work is related to the Array API blocked The issue or pull request is blocked by something enhancement New feature or request

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@paddyroddy
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Is Your Feature Request Related to a Problem? Please Describe

As identified in #383. These are non-trivial as the Array API doesn't appear to plan to have a unified random number generation scheme data-apis/array-api#431. The only effort of an underlying API has been SPEC 7.

  • Ideally, we want something that supports numpy.random ↔ jax.random
  • Seems easier to port JAX to NumPy
  • Best to have a NumPy interface as most users will be using CPU

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@paddyroddy paddyroddy added the enhancement New feature or request label Nov 11, 2024
@paddyroddy paddyroddy mentioned this issue Nov 11, 2024
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@paddyroddy paddyroddy added blocked The issue or pull request is blocked by something array-api Work is related to the Array API labels Nov 11, 2024
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@paddyroddy @Saransh-cpp