警告:このプロジェクトは廃止されました。 Swift for TensorFlow は、機械学習、コンパイラー、微分可能プログラミング、システム設計などにわたる最新の研究を組み込んだ、機械学習用の次世代プラットフォームの実験でした。 2021年2月にアーカイブされました。

このページは Cloud Translation API によって翻訳されました。

拡張機能

次の拡張機能は世界中で利用できます。

配列

宣言

extension Array: MutableCollectionAlgorithms

extension Array: KeyPathIterable

extension Array: Differentiable where Element: Differentiable

extension Array: EuclideanDifferentiable
where Element: EuclideanDifferentiable

extension Array where Element: Differentiable

extension Array : ConvertibleFromNumpyArray
where Element : NumpyScalarCompatible

public extension Array where Element : NumpyScalarCompatible

extension Array : PythonConvertible where Element : PythonConvertible

extension Array : ConvertibleFromPython where Element : ConvertibleFromPython

extension Array: ElementaryFunctions where Element: ElementaryFunctions

extension Array: TensorArrayProtocol where Element: TensorGroup

extension Array where Element == UInt8

extension Array where Element == Bool

extension Array where Element == Int64

extension Array where Element == XLATensor

extension Array where Element: AnyTensor

extension Array where Element == PaddingConfigDimension

配列スライス

宣言

extension ArraySlice: MutableCollectionAlgorithms

スライス

宣言

extension Slice: MutableCollectionAlgorithms
where Base: MutableCollection

可変コレクション

宣言

extension MutableCollection

extension MutableCollection where Self: BidirectionalCollection

extension MutableCollection where Self: RandomAccessCollection

順序
宣言
extension Sequence

コレクション

宣言

extension Collection

extension Collection where Element: Collatable

LazyCollectionプロトコル

宣言

extension LazyCollectionProtocol
where Element == Elements.Element, Elements: Collection

内部

宣言

extension Int: TensorRangeExpression

extension Int : PythonConvertible, ConvertibleFromPython

範囲

宣言

extension Range: TensorRangeExpression where Bound == Int

extension Range where Bound == Int

extension Range : PythonConvertible where Bound : PythonConvertible

extension Range : ConvertibleFromPython where Bound : ConvertibleFromPython

クローズドレンジ

宣言

extension ClosedRange: TensorRangeExpression where Bound == Int

extension ClosedRange where Bound == Int

部分範囲から

宣言

extension PartialRangeFrom: TensorRangeExpression where Bound == Int

extension PartialRangeFrom where Bound == Int

extension PartialRangeFrom : PythonConvertible where Bound : PythonConvertible

extension PartialRangeFrom : ConvertibleFromPython
where Bound : ConvertibleFromPython

部分範囲まで

宣言

extension PartialRangeUpTo: TensorRangeExpression where Bound == Int

extension PartialRangeUpTo where Bound == Int

extension PartialRangeUpTo : PythonConvertible where Bound : PythonConvertible

extension PartialRangeUpTo : ConvertibleFromPython
where Bound : ConvertibleFromPython

部分範囲スルー

宣言

extension PartialRangeThrough: TensorRangeExpression where Bound == Int

extension PartialRangeThrough where Bound == Int

Int32

宣言

extension Int32: TensorFlowIndex

extension Int32: TensorFlowScalar

extension Int32 : NumpyScalarCompatible

extension Int32 : PythonConvertible, ConvertibleFromPython

extension Int32: XLAScalarType

Int64

宣言

extension Int64: TensorFlowIndex

extension Int64: TensorFlowScalar

extension Int64 : NumpyScalarCompatible

extension Int64 : PythonConvertible, ConvertibleFromPython

extension Int64: XLAScalarType

浮く

宣言

extension Float: TensorFlowFloatingPoint

extension Float: TensorFlowScalar

extension Float: Differentiable

extension Float : EuclideanDifferentiable

extension Float : VectorProtocol

extension Float: ElementaryFunctions

extension Float : NumpyScalarCompatible

extension Float : PythonConvertible, ConvertibleFromPython

extension Float: XLAScalarType

ダブル

宣言

extension Double: TensorFlowFloatingPoint

extension Double: TensorFlowScalar

extension Double: Differentiable

extension Double : EuclideanDifferentiable

extension Double : VectorProtocol

extension Double: ElementaryFunctions

extension Double : NumpyScalarCompatible

extension Double : PythonConvertible, ConvertibleFromPython

extension Double: XLAScalarType

ブール

宣言

extension Bool: TensorFlowScalar

extension Bool : NumpyScalarCompatible

extension Bool : PythonConvertible, ConvertibleFromPython

extension Bool: XLAScalarType

Int8

宣言

extension Int8: TensorFlowScalar

extension Int8 : NumpyScalarCompatible

extension Int8 : PythonConvertible, ConvertibleFromPython

extension Int8: XLAScalarType

Int16

宣言

extension Int16: TensorFlowScalar

extension Int16 : NumpyScalarCompatible

extension Int16 : PythonConvertible, ConvertibleFromPython

extension Int16: XLAScalarType

UInt8

宣言

extension UInt8: TensorFlowScalar

extension UInt8 : NumpyScalarCompatible

extension UInt8 : PythonConvertible, ConvertibleFromPython

extension UInt8: XLAScalarType

UInt16

宣言

extension UInt16: TensorFlowScalar

extension UInt16 : NumpyScalarCompatible

extension UInt16 : PythonConvertible, ConvertibleFromPython

extension UInt16: XLAScalarType

UInt32

宣言

extension UInt32: TensorFlowScalar

extension UInt32 : NumpyScalarCompatible

extension UInt32 : PythonConvertible, ConvertibleFromPython

extension UInt32: XLAScalarType

UInt64

宣言

extension UInt64: TensorFlowScalar

extension UInt64 : NumpyScalarCompatible

extension UInt64 : PythonConvertible, ConvertibleFromPython

extension UInt64: XLAScalarType

弦

宣言

extension String: _TensorFlowDataTypeCompatible

extension String : PythonConvertible, ConvertibleFromPython

CDデバイス

フロート80

宣言

extension Float80: Differentiable

extension Float80 : EuclideanDifferentiable

extension Float80 : VectorProtocol

extension Float80: ElementaryFunctions

辞書

宣言

extension Dictionary: KeyPathIterable

extension Dictionary : PythonConvertible
where Key : PythonConvertible, Value : PythonConvertible

extension Dictionary : ConvertibleFromPython
where Key : ConvertibleFromPython, Value : ConvertibleFromPython

オプション

宣言

extension Optional: KeyPathIterable

extension Optional: Differentiable where Wrapped: Differentiable

extension Optional : PythonConvertible where Wrapped : PythonConvertible

extension Optional : ConvertibleFromPython
where Wrapped : ConvertibleFromPython

extension Optional where Wrapped == XLAScalarType.Type

SIMD

宣言

extension SIMD where Scalar: ElementaryFunctions

extension SIMD
where
  Self: Differentiable,
  Self.TangentVector: SIMD,
  Scalar: BinaryFloatingPoint & Differentiable,
  Self.TangentVector == Self,
  Scalar.TangentVector == Scalar

SIMD2

宣言

extension SIMD2: ElementaryFunctions where Scalar: ElementaryFunctions

extension SIMD2: AdditiveArithmetic where Scalar: FloatingPoint

extension SIMD2: Differentiable
where
  Scalar: Differentiable & BinaryFloatingPoint,
  Scalar.TangentVector: BinaryFloatingPoint

extension SIMD2: EuclideanDifferentiable
where
  Scalar: EuclideanDifferentiable & BinaryFloatingPoint,
  Scalar.TangentVector: BinaryFloatingPoint

extension SIMD2
where
  Scalar: Differentiable & BinaryFloatingPoint,
  Scalar.TangentVector == Scalar

SIMD3

宣言

extension SIMD3: ElementaryFunctions where Scalar: ElementaryFunctions

extension SIMD3: AdditiveArithmetic where Scalar: FloatingPoint

extension SIMD3: Differentiable
where
  Scalar: Differentiable & BinaryFloatingPoint,
  Scalar.TangentVector: BinaryFloatingPoint

extension SIMD3: EuclideanDifferentiable
where
  Scalar: EuclideanDifferentiable & BinaryFloatingPoint,
  Scalar.TangentVector: BinaryFloatingPoint

extension SIMD3
where
  Scalar: Differentiable & BinaryFloatingPoint,
  Scalar.TangentVector == Scalar

SIMD4

宣言

extension SIMD4: ElementaryFunctions where Scalar: ElementaryFunctions

extension SIMD4: AdditiveArithmetic where Scalar: FloatingPoint

extension SIMD4: Differentiable
where
  Scalar: Differentiable & BinaryFloatingPoint,
  Scalar.TangentVector: BinaryFloatingPoint

extension SIMD4: EuclideanDifferentiable
where
  Scalar: EuclideanDifferentiable & BinaryFloatingPoint,
  Scalar.TangentVector: BinaryFloatingPoint

extension SIMD4
where
  Scalar: Differentiable & BinaryFloatingPoint,
  Scalar.TangentVector == Scalar

SIMD8

宣言

extension SIMD8: ElementaryFunctions where Scalar: ElementaryFunctions

extension SIMD8: AdditiveArithmetic where Scalar: FloatingPoint

extension SIMD8: Differentiable
where
  Scalar: Differentiable & BinaryFloatingPoint,
  Scalar.TangentVector: BinaryFloatingPoint

extension SIMD8: EuclideanDifferentiable
where
  Scalar: EuclideanDifferentiable & BinaryFloatingPoint,
  Scalar.TangentVector: BinaryFloatingPoint

extension SIMD8
where
  Scalar: Differentiable & BinaryFloatingPoint,
  Scalar.TangentVector == Scalar

SIMD16

宣言

extension SIMD16: ElementaryFunctions where Scalar: ElementaryFunctions

extension SIMD16: AdditiveArithmetic where Scalar: FloatingPoint

extension SIMD16: Differentiable
where
  Scalar: Differentiable & BinaryFloatingPoint,
  Scalar.TangentVector: BinaryFloatingPoint

extension SIMD16: EuclideanDifferentiable
where
  Scalar: EuclideanDifferentiable & BinaryFloatingPoint,
  Scalar.TangentVector: BinaryFloatingPoint

extension SIMD16
where
  Scalar: Differentiable & BinaryFloatingPoint,
  Scalar.TangentVector == Scalar

SIMD32

宣言

extension SIMD32: ElementaryFunctions where Scalar: ElementaryFunctions

extension SIMD32: AdditiveArithmetic where Scalar: FloatingPoint

extension SIMD32: Differentiable
where
  Scalar: Differentiable & BinaryFloatingPoint,
  Scalar.TangentVector: BinaryFloatingPoint

extension SIMD32: EuclideanDifferentiable
where
  Scalar: EuclideanDifferentiable & BinaryFloatingPoint,
  Scalar.TangentVector: BinaryFloatingPoint

extension SIMD32
where
  Scalar: Differentiable & BinaryFloatingPoint,
  Scalar.TangentVector == Scalar

SIMD64

宣言

extension SIMD64: ElementaryFunctions where Scalar: ElementaryFunctions

extension SIMD64: AdditiveArithmetic where Scalar: FloatingPoint

extension SIMD64: Differentiable
where
  Scalar: Differentiable & BinaryFloatingPoint,
  Scalar.TangentVector: BinaryFloatingPoint

extension SIMD64: EuclideanDifferentiable
where
  Scalar: EuclideanDifferentiable & BinaryFloatingPoint,
  Scalar.TangentVector: BinaryFloatingPoint

extension SIMD64
where
  Scalar: Differentiable & BinaryFloatingPoint,
  Scalar.TangentVector == Scalar

キーパス反復可能
テンソル
宣言

UInt

宣言

extension UInt : PythonConvertible, ConvertibleFromPython

ShapedArray
テンソルシェイプ
固定幅整数
宣言
extension FixedWidthInteger
XLASカラー