broadcast fixes

This commit is contained in:
Mike Innes 2018-08-20 14:41:46 +01:00
parent 5a023a9ccc
commit e68b8765b6

View File

@ -370,16 +370,26 @@ function ∇broadcast(f, args::Vararg{Any,N}) where N
track(Call(back, tracker.(args)), y)
end
using Base.Broadcast: BroadcastStyle
using Base.Broadcast: BroadcastStyle, ArrayStyle, Broadcasted, broadcasted
struct TrackedStyle <: BroadcastStyle end
Broadcast.BroadcastStyle(::Type{<:Union{TrackedArray,TrackedReal}}) = TrackedStyle()
Broadcast.BroadcastStyle(::TrackedStyle, ::BroadcastStyle) = TrackedStyle()
function Base.copy(bc::Broadcast.Broadcasted{TrackedStyle})
bc = Broadcast.flatten(bc)
∇broadcast(bc.f, bc.args...)
# We have to re-build the original broadcast struct to get the appropriate array
# style. We need this primarily to support CuArrays' broadcasting fixes.
broadcast_rebuild(xs) = data(xs)
broadcast_rebuild(bc::Broadcasted) =
broadcasted(bc.f, broadcast_rebuild.(bc.args)...)
preprocess(x) = x
function Base.Broadcast.materialize(bc::Broadcasted{TrackedStyle})
bc1 = Broadcast.flatten(bc)
bc2 = Broadcast.flatten(broadcast_rebuild(bc))
∇broadcast(bc2.f, bc1.args...)
end
using Requires