format

Author: Vaibhavdixit02

src/function/mtk.jl

@@ -8,9 +8,15 @@ AutoModelingToolkit() = AutoModelingToolkit(false, false)
 function instantiate_function(f, x, adtype::AutoModelingToolkit, p, num_cons = 0)
     p = isnothing(p) ? SciMLBase.NullParameters() : p
 
-    sys = ModelingToolkit.modelingtoolkitize(OptimizationProblem(f, x, p; lcons = fill(0.0, num_cons), ucons = fill(0.0, num_cons)))
+    sys = ModelingToolkit.modelingtoolkitize(OptimizationProblem(f, x, p;
+                                                                 lcons = fill(0.0,
+                                                                              num_cons),
+                                                                 ucons = fill(0.0,
+                                                                              num_cons)))
     sys = ModelingToolkit.structural_simplify(sys)
-    f = OptimizationProblem(sys, x, p, grad = true, hess = true, obj_sparse = adtype.obj_sparse, cons_j = true, cons_h = true, cons_sparse = adtype.cons_sparse).f
+    f = OptimizationProblem(sys, x, p, grad = true, hess = true,
+                            obj_sparse = adtype.obj_sparse, cons_j = true, cons_h = true,
+                            cons_sparse = adtype.cons_sparse).f
 
     grad = (G, θ, args...) -> f.grad(G, θ, p, args...)