Files
swift-mirror/stdlib/public/Differentiation/OptionalDifferentiation.swift
Richard Wei e3db926e0c [AutoDiff] Remove '_Differentiable.zeroTangentVectorInitializer'. (#35329)
Remove `_Differentiable.zeroTangentVectorInitializer` to address the feedback on the [proposal thread](https://forums.swift.org/t/differentiable-programming-for-gradient-based-machine-learning/42147). The corresponding change has already been made in the [proposal](https://github.com/rxwei/swift-evolution/blob/autodiff/proposals/0000-differentiable-programming.md).

Removed components:
- `zeroTangentVectorInitializer` and `zeroTangentVector` in `Differentiable`, `Array`, `Optional`, `Float`, `Double`, `Float80`, and SIMD types.
- `zeroTangentVectorInitializer` synthesis logic in `Differentiable` derived conformances.
2021-01-20 10:45:03 -08:00

60 lines
1.7 KiB
Swift

//===--- OptionalDifferentiation.swift ------------------------*- swift -*-===//
//
// This source file is part of the Swift.org open source project
//
// Copyright (c) 2020 Apple Inc. and the Swift project authors
// Licensed under Apache License v2.0 with Runtime Library Exception
//
// See https://swift.org/LICENSE.txt for license information
// See https://swift.org/CONTRIBUTORS.txt for the list of Swift project authors
//
//===----------------------------------------------------------------------===//
import Swift
extension Optional: Differentiable where Wrapped: Differentiable {
public struct TangentVector: Differentiable, AdditiveArithmetic {
public typealias TangentVector = Self
public var value: Wrapped.TangentVector?
public init(_ value: Wrapped.TangentVector?) {
self.value = value
}
public static var zero: Self {
return Self(.zero)
}
public static func + (lhs: Self, rhs: Self) -> Self {
switch (lhs.value, rhs.value) {
case (nil, nil): return Self(nil)
case let (x?, nil): return Self(x)
case let (nil, y?): return Self(y)
case let (x?, y?): return Self(x + y)
}
}
public static func - (lhs: Self, rhs: Self) -> Self {
switch (lhs.value, rhs.value) {
case (nil, nil): return Self(nil)
case let (x?, nil): return Self(x)
case let (nil, y?): return Self(.zero - y)
case let (x?, y?): return Self(x - y)
}
}
public mutating func move(along direction: TangentVector) {
if let value = direction.value {
self.value?.move(along: value)
}
}
}
public mutating func move(along direction: TangentVector) {
if let value = direction.value {
self?.move(along: value)
}
}
}