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take off min, max rrules
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yuehhua committed May 10, 2021
1 parent 0c9e0b5 commit 4fcca64
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Showing 2 changed files with 10 additions and 8 deletions.
12 changes: 6 additions & 6 deletions src/scatter.jl
Original file line number Diff line number Diff line change
Expand Up @@ -166,10 +166,10 @@ opname(::typeof(/)) = :div

∇scatter_dst!(op, Δ, dst, y) = Δ

function ∇scatter_dst!(op::Union{typeof(max),typeof(min)}, Δ, dst, y)
mask_y = (dst .== op.(dst, y))
mask_y .* Δ
end
# function ∇scatter_dst!(op::Union{typeof(max),typeof(min)}, Δ, dst, y)
# mask_y = (dst .== op.(dst, y))
# mask_y .* Δ
# end

modify_src(::typeof(+), X) = X
modify_src(::typeof(-), X) = -X
Expand Down Expand Up @@ -213,8 +213,8 @@ function ∇scatter_src(op::Union{typeof(*),typeof(/)}, Δ, dst,
Δsrc
end

∇scatter_src!(op::Union{typeof(max),typeof(min)}, Δ, dst, src, idx) = (src .== op.(src, gather(dst, idx))) .* ∇src_init!(Δ, idx)
∇scatter_src(op::Union{typeof(max),typeof(min)}, Δ, dst, src, idx) = (src .== op.(src, gather(dst, idx))) .* ∇src_init(Δ, idx)
# ∇scatter_src!(op::Union{typeof(max),typeof(min)}, Δ, dst, src, idx) = (src .== op.(src, gather(dst, idx))) .* ∇src_init!(Δ, idx)
# ∇scatter_src(op::Union{typeof(max),typeof(min)}, Δ, dst, src, idx) = (src .== op.(src, gather(dst, idx))) .* ∇src_init(Δ, idx)

∇scatter_src!(::typeof(mean), Δ, idx, dims) = divide_by_counts!(∇src_init!(Δ, idx), idx, dims)
∇scatter_src(::typeof(mean), Δ, idx, dims) = divide_by_counts!(∇src_init(Δ, idx), idx, dims)
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6 changes: 4 additions & 2 deletions test/scatter.jl
Original file line number Diff line number Diff line change
Expand Up @@ -183,7 +183,8 @@ end
@testset "∇scatter" begin
T = Float64
@testset "∂dst" begin
for op in (+, -, max, min, *, /)
for op in (+, -, *, /)
# TODO: get max, min pass tests
gradtest(xs -> scatter!(op, copy(xs), srcs[(0, true)], idxs[:int]), T.(dsts[0]))
gradtest(xs -> scatter!(op, copy(xs), srcs[(1, true)], idxs[:int]), T.(dsts[1]))
end
Expand All @@ -192,7 +193,8 @@ end
end

@testset "∂src" begin
for op in (+, -, max, min, *, /)
for op in (+, -, *, /)
# TODO: get max, min pass tests
gradtest(xs -> scatter!(op, T.(dsts[0]), xs, idxs[:int]), T.(srcs[(0, true)]))
gradtest(xs -> scatter!(op, T.(dsts[1]), xs, idxs[:int]), T.(srcs[(1, true)]))

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