Class MPSNNOptimizer

All Implemented Interfaces:
NSCoding, NSObjectProtocol, NSSecureCoding, ObjCProtocol
Direct Known Subclasses:
MPSNNOptimizerAdam, MPSNNOptimizerRMSProp, MPSNNOptimizerStochasticGradientDescent

public class MPSNNOptimizer
extends MPSKernel
Since:
Available in iOS 12.0 and later.
  • Constructor Details

    • MPSNNOptimizer

      public MPSNNOptimizer()
    • MPSNNOptimizer

      protected MPSNNOptimizer​(NSObject.Handle h, long handle)
    • MPSNNOptimizer

      protected MPSNNOptimizer​(NSObject.SkipInit skipInit)
    • MPSNNOptimizer

      public MPSNNOptimizer​(NSCoder coder)
    • MPSNNOptimizer

      public MPSNNOptimizer​(NSCoder decoder, MTLDevice device)
      Since:
      Available in iOS 11.0 and later.
  • Method Details

    • getLearningRate

      public float getLearningRate()
    • setLearningRate

      public void setLearningRate​(float v)
    • getGradientRescale

      public float getGradientRescale()
    • isApplyGradientClipping

      public boolean isApplyGradientClipping()
    • setApplyGradientClipping

      public void setApplyGradientClipping​(boolean v)
    • getGradientClipMax

      public float getGradientClipMax()
    • getGradientClipMin

      public float getGradientClipMin()
    • getRegularizationScale

      public float getRegularizationScale()
    • getRegularizationType

      public MPSNNRegularizationType getRegularizationType()
    • supportsSecureCoding

      public static boolean supportsSecureCoding()