Sparse GPU take 2

Author: ChrisRackauckas

src/differentiation/compute_jacobian_ad.jl

@@ -357,9 +357,9 @@ function forwarddiff_color_jacobian!(J::AbstractMatrix{<:Number},
                     += means requires a zero'd out start
                     =#
                     if J isa AbstractSparseMatrix
-                        @. setindex!((J.nzval,),getindex((J.nzval,),rows_index) + (getindex((colorvec,),cols_index) == color_i) * getindex((vecdx,),rows_index),rows_index)
+                        @. void_setindex!(Ref(nonzeros(J)),getindex(Ref(nonzeros(J)),rows_index) + (getindex(Ref(colorvec),cols_index) == color_i) * getindex(Ref(vecdx),rows_index),rows_index)
                     else
-                        @. setindex!((J,),getindex((J,),rows_index, cols_index) + (getindex((colorvec,),cols_index) == color_i) * getindex((vecdx,),rows_index),rows_index, cols_index)
+                        @. void_setindex!(Ref(J),getindex(Ref(J),rows_index, cols_index) + (getindex(Ref(colorvec),cols_index) == color_i) * getindex(Ref(vecdx),rows_index),rows_index, cols_index)
                     end
                 end
                 color_i += 1