Fix check_forward_mode and check_reverse_mode

Author: gdalle

src/globalization/line_search.jl

@@ -122,7 +122,7 @@ function __internal_init(
             end
         else
             autodiff = get_concrete_reverse_ad(
-                alg.autodiff, prob; check_forward_mode = true)
+                alg.autodiff, prob; check_reverse_mode = true)
             vjp_op = VecJacOperator(prob, fu, u; autodiff)
             if isinplace(prob)
                 g_cache = similar(u)

src/internal/approximate_initialization.jl

@@ -149,7 +149,7 @@ function __internal_init(
         prob::AbstractNonlinearProblem, alg::TrueJacobianInitialization, solver, f::F, fu,
         u, p; linsolve = missing, internalnorm::IN = DEFAULT_NORM, kwargs...) where {F, IN}
     autodiff = get_concrete_forward_ad(
-        alg.autodiff, prob; check_reverse_mode = false, kwargs...)
+        alg.autodiff, prob; check_forward_mode = false, kwargs...)
     jac_cache = JacobianCache(prob, solver, prob.f, fu, u, p; autodiff, linsolve)
     J = alg.structure(jac_cache(nothing))
     return InitializedApproximateJacobianCache(

src/internal/jacobian.jl

@@ -56,11 +56,11 @@ function JacobianCache(
     iip = isinplace(prob)
     uf = JacobianWrapper{iip}(f, p)
 
-    autodiff = get_concrete_forward_ad(autodiff, prob; check_reverse_mode = false)
+    autodiff = get_concrete_forward_ad(autodiff, prob; check_forward_mode = false)
     jvp_autodiff = get_concrete_forward_ad(
-        jvp_autodiff, prob, Val(false); check_reverse_mode = true)
+        jvp_autodiff, prob, Val(false); check_forward_mode = true)
     vjp_autodiff = get_concrete_reverse_ad(
-        vjp_autodiff, prob, Val(false); check_forward_mode = false)
+        vjp_autodiff, prob, Val(false); check_reverse_mode = false)
 
     has_analytic_jac = SciMLBase.has_jac(f)
     linsolve_needs_jac = concrete_jac(alg) === nothing && (linsolve === missing ||
@@ -100,7 +100,7 @@ end
 function JacobianCache(
         prob, alg, f::F, ::Number, u::Number, p; autodiff = nothing, kwargs...) where {F}
     uf = JacobianWrapper{false}(f, p)
-    autodiff = get_concrete_forward_ad(autodiff, prob; check_reverse_mode = false)
+    autodiff = get_concrete_forward_ad(autodiff, prob; check_forward_mode = false)
     if !(autodiff isa AutoForwardDiff ||
          autodiff isa AutoPolyesterForwardDiff ||
          autodiff isa AutoFiniteDiff)