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Update conv.jl
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rbSparky authored Aug 3, 2024
1 parent 01767ee commit b8c4db6
Showing 1 changed file with 1 addition and 13 deletions.
14 changes: 1 addition & 13 deletions GNNLux/src/layers/conv.jl
Original file line number Diff line number Diff line change
Expand Up @@ -667,20 +667,8 @@ function (l::GCNConv)(g, x, edge_weight, ps, st)
return y, stnew
end

function LuxCore.initialparameters(rng::AbstractRNG, l::NNConv)
weight = l.init_weight(rng, l.out_dims, l.in_dims)
if l.use_bias
bias = l.init_bias(rng, l.out_dims)
return (; weight, bias)
else
return (; weight)
end
end

LuxCore.parameterlength(l::NNConv) = l.use_bias ? l.in_dims * l.out_dims + l.out_dims : l.in_dims * l.out_dims # nn wont affect this right?
LuxCore.outputsize(d::NNConv) = (d.out_dims,)


function Base.show(io::IO, l::GINConv)
print(io, "NNConv($(l.nn)")
print(io, ", $(l.ϵ)")
Expand All @@ -689,4 +677,4 @@ function Base.show(io::IO, l::GINConv)
l.add_self_loops || print(io, ", add_self_loops=false")
!l.use_edge_weight || print(io, ", use_edge_weight=true")
print(io, ")")
end
end

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