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9 changes: 4 additions & 5 deletions ext/ImplicitDifferentiationChainRulesCoreExt.jl
Original file line number Diff line number Diff line change
Expand Up @@ -14,11 +14,10 @@ using ImplicitDifferentiation:
ImplicitDifferentiation.chainrules_suggested_backend(rc::RuleConfig) = AutoChainRules(rc)

function ChainRulesCore.rrule(
rc::RuleConfig, implicit::ImplicitFunction, x::AbstractArray, args::Vararg{Any,N}
rc::RuleConfig, implicit::ImplicitFunction, x::AbstractArray, args::Vararg{Any,N};
) where {N}
(; conditions, linear_solver) = implicit
y, z = implicit(x, args...)
c = conditions(x, y, z, args...)
c = implicit.conditions(x, y, z, args...)

suggested_backend = chainrules_suggested_backend(rc)
Aᵀ = build_Aᵀ(implicit, x, y, z, c, args...; suggested_backend)
Expand All @@ -28,11 +27,11 @@ function ChainRulesCore.rrule(
function implicit_pullback((dy, dz))
dy = unthunk(dy)
dy_vec = vec(dy)
dc_vec = linear_solver(Aᵀ, -dy_vec)
dc_vec = implicit.linear_solver(Aᵀ, -dy_vec)
dx_vec = Bᵀ(dc_vec)
dx = reshape(dx_vec, size(x))
df = NoTangent()
dargs = ntuple(unimplemented_tangent, Val(N))
dargs = ntuple(unimplemented_tangent, N)
return (df, project_x(dx), dargs...)
end

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8 changes: 0 additions & 8 deletions test/utils.jl
Original file line number Diff line number Diff line change
Expand Up @@ -142,14 +142,6 @@ function test_implicit_rrule(scen::Scenario)
@test z == z_true
@test dimpl isa NoTangent
@test dx ≈ dx_true
ChainRulesTestUtils.test_rrule(
implicit,
scen.x,
scen.args...;
rtol=1e-3,
check_inferred=false,
output_tangent=(copy(y), copy(z)),
)
end
end

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