TastyPancakes/Flux.jl
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conv_data grad api change

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This commit is contained in:
Tejan Karmali 2018-10-24 07:04:49 -04:00
parent f540a0daf7
commit 0dc4ec4d6b
1 changed files with 2 additions and 2 deletions
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4
src/tracker/array.jl
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@ -358,7 +358,7 @@ conv(x::TrackedArray, w::AbstractArray; kw...) = track(conv, x, w; kw...)
@grad conv(x, w; kw...) =
conv(data(x), data(w); kw...),
Δ -> nobacksies(:conv,
(NNlib.∇conv_data(data.((Δ, x, w))...; kw...),
(NNlib.∇conv_data(data.((Δ, w))..., size(x); kw...),
NNlib.∇conv_filter(data.((Δ, x, w))...; kw...)))
∇conv_data(x::TrackedArray, w::TrackedArray; kw...) = track(∇conv_data, x, w; kw...)
@ -368,7 +368,7 @@ conv(x::TrackedArray, w::AbstractArray; kw...) = track(conv, x, w; kw...)
@grad ∇conv_data(x, w; kw...) =
∇conv_data(data(x), data(w); kw...),
Δ -> nobacksies(:conv,
(NNlib.conv(data.((x, Δ, w))...; kw...),
(NNlib.conv(data.((Δ, w))..., size(x); kw...),
NNlib.∇conv_filter(data.((x, Δ, w))...; kw...)))
maxpool(x::TrackedArray, k; kw...) = track(maxpool, x, k; kw...)