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Stateful now supports vmap #466

Merged
merged 3 commits into from
Sep 12, 2023
Merged

Stateful now supports vmap #466

merged 3 commits into from
Sep 12, 2023

Commits on Sep 12, 2023

  1. Updated stateful operations to be able to support vmap'ing. 

    This is actually a minor breaking change: the API has changed from
StateIndex(callable_returning_value) to just StateIndex(value).

This change also introduces substantially updated documentation on
stateful layers, which should help a lot.
    @patrick-kidger
    patrick-kidger committed Sep 12, 2023
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  2. Stateful operations now support creating states multiple times, such … 

    …that they are compatible with the original model.
    @patrick-kidger
    patrick-kidger committed Sep 12, 2023
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  3. Added deprecation message

    @patrick-kidger
    patrick-kidger committed Sep 12, 2023
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