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Make Dropout docstring clear w.r.t. N-D dropout #1490

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merged 4 commits into from
Jan 31, 2021
Merged

Make Dropout docstring clear w.r.t. N-D dropout #1490

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f7bbd5a
Make N-dimensional dropout docstring clearer.
darsnack Jan 30, 2021
ad83666
Fix typo
darsnack Jan 30, 2021
94be20f
More informative explanation from review
darsnack Jan 30, 2021
5cac6f6
Remove more wordiness
darsnack Jan 30, 2021
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6 changes: 5 additions & 1 deletion src/layers/normalise.jl
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Original file line number Diff line number Diff line change
Expand Up @@ -51,6 +51,10 @@ end

Dropout layer. In the forward pass, apply the [`Flux.dropout`](@ref) function on the input.

To apply dropout along certain dimension(s), specify the `dims` keyword.
e.g. `Dropout(p; dims = 3)` will randomly zero out entire channels on WHCN input
(also called 2D dropout).

Does nothing to the input once [`Flux.testmode!`](@ref) is `true`.
"""
mutable struct Dropout{F,D}
Expand Down Expand Up @@ -420,4 +424,4 @@ function Base.show(io::IO, l::GroupNorm)
print(io, "GroupNorm($(join(size(l.β), ", "))")
(l.λ == identity) || print(io, ", λ = $(l.λ)")
print(io, ")")
end
end