TastyPancakes/Flux.jl
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Co-Authored-By: Mike J Innes <mike.j.innes@gmail.com>
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docs/src/training/optimisers.md
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@ -94,7 +94,7 @@ Flux internally calls on this function via the `update!` function. It shares the
## Composing Optimisers ## Composing Optimisers
Flux defines a special kind of optimiser called simply as `Optimiser` which takes in a arbitrary optimisers as input. Its behaviour is similar to the usual optimisers, but differs in that it acts by calling the optimsers listed in it sequentially. Each optimiser produces a modified gradient Flux defines a special kind of optimiser called simply as `Optimiser` which takes in a arbitrary optimisers as input. Its behaviour is similar to the usual optimisers, but differs in that it acts by calling the optimisers listed in it sequentially. Each optimiser produces a modified gradient
that will be fed into the next, and the resultant update will be applied to the parameter as usual. A classic use case is where adding decays is desirable. Flux defines some basic decays including `ExpDecay`, `InvDecay` etc. that will be fed into the next, and the resultant update will be applied to the parameter as usual. A classic use case is where adding decays is desirable. Flux defines some basic decays including `ExpDecay`, `InvDecay` etc.
``julia ``julia