// RUN: %target-swift-frontend -emit-sil -O %s | %FileCheck %s // REQUIRES: swift_in_compiler import _Differentiation @differentiable(reverse) @_silgen_name("test_f") // Check that (differentiable) closure apply is optimized out // CHECK-LABEL: test_f : $@convention(thin) (@guaranteed Array) -> Double // CHECK-NOT: differentiable_function [parameters 0] [results 0] func f(array: [Double]) -> Double { var array = array array.update(at: 1, byCalling: { (element: inout Double) in let initialElement = element; element *= initialElement } ) return 0.0 } public func valueWithPullback(at x: T, of f: @differentiable(reverse) (inout T) -> Void) -> (value: Void, pullback: (inout T.TangentVector) -> Void) {fatalError()} public func pullback(at x: T, of f: @differentiable(reverse) (inout T) -> Void) -> (inout T.TangentVector) -> Void {return valueWithPullback(at: x, of: f).pullback} public extension Array { @differentiable(reverse) mutating func update(at index: Int, byCalling closure: @differentiable(reverse) (inout Element) -> Void) where Element: Differentiable { closure(&self[index]) } } public extension Array where Element: Differentiable { @derivative(of: update(at:byCalling:)) mutating func vjpUpdate(at index: Int, byCalling closure: @differentiable(reverse) (inout Element) -> Void) -> (value: Void, pullback: (inout Self.TangentVector) -> Void) { let closurePullback = pullback(at: self[index], of: closure) return (value: (), pullback: { closurePullback(&$0.base[index]) }) } } public struct D { public subscript(_ index: I) -> D? { get {fatalError()} set {fatalError()} } }