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