A layer for training recurrent neural networks on Metal Performance Shaders matrices.
SDKs
- iOS 12.0+
- macOS 10.14+
- Mac Catalyst 13.0+Beta
- tvOS 12.0+
Framework
- Metal Performance Shaders
Declaration
class MPSRNNMatrixTrainingLayer : MPSKernel
ClassMPSRNNMatrix
MPSRNNMatrix
Topics
Instance Methods
See Also
Recurrent Neural Networks
class MPSRNNImageA recurrent neural network layer for inference on Metal Performance Shaders images.
class MPSRNNMatrixA recurrent neural network layer for inference on Metal Performance Shaders matrices.
class MPSRNNSingleA description of a simple recurrent block or layer.
class MPSGRUDescriptorA description of a gated recurrent unit block or layer.
class MPSLSTMDescriptorA description of a long short-term memory block or layer.
enum MPSRNNSequenceDirections that a sequence of inputs can be processed by a recurrent neural network layer.
class MPSRNNMatrixA class that holds data from a forward pass to be used in a backward pass.
Beta Software
This documentation contains preliminary information about an API or technology in development. This information is subject to change, and software implemented according to this documentation should be tested with final operating system software.
Learn more about using Apple's beta software