TastyPancakes/Flux.jl
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in accordance with conv_data api

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This commit is contained in:
Tejan Karmali 2018-10-24 12:52:43 -04:00
parent 9c3e34b15f
commit ca8ad63fb6
1 changed files with 2 additions and 2 deletions
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4
src/tracker/lib/array.jl
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@ -383,7 +383,7 @@ 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, w))..., size(x); kw...),
(NNlib.∇conv_data(data.((Δ, w))...; size=size(x), kw...),
NNlib.∇conv_filter(data.((Δ, x, w))...; kw...)))
∇conv_data(x::TrackedArray, w::TrackedArray; kw...) = track(∇conv_data, x, w; kw...)
@ -393,7 +393,7 @@ 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.((Δ, w))..., size(x); kw...),
(NNlib.conv(data.((Δ, w))...; size=size(x), kw...),
NNlib.∇conv_filter(data.((x, Δ, w))...; kw...)))
maxpool(x::TrackedArray, k; kw...) = track(maxpool, x, k; kw...)