Class MPSNNOptimizerDescriptor

All Implemented Interfaces:
NSObjectProtocol, ObjCProtocol

public class MPSNNOptimizerDescriptor
extends NSObject
Since:
Available in iOS 12.0 and later.
  • Constructor Details

    • MPSNNOptimizerDescriptor

      public MPSNNOptimizerDescriptor()
    • MPSNNOptimizerDescriptor

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

      protected MPSNNOptimizerDescriptor​(NSObject.SkipInit skipInit)
    • MPSNNOptimizerDescriptor

      public MPSNNOptimizerDescriptor​(float learningRate, float gradientRescale, MPSNNRegularizationType regularizationType, float regularizationScale)
    • MPSNNOptimizerDescriptor

      public MPSNNOptimizerDescriptor​(float learningRate, float gradientRescale, boolean applyGradientClipping, float gradientClipMax, float gradientClipMin, MPSNNRegularizationType regularizationType, float regularizationScale)
  • Method Details

    • getLearningRate

      public float getLearningRate()
    • setLearningRate

      public void setLearningRate​(float v)
    • getGradientRescale

      public float getGradientRescale()
    • setGradientRescale

      public void setGradientRescale​(float v)
    • isApplyGradientClipping

      public boolean isApplyGradientClipping()
    • setApplyGradientClipping

      public void setApplyGradientClipping​(boolean v)
    • getGradientClipMax

      public float getGradientClipMax()
    • setGradientClipMax

      public void setGradientClipMax​(float v)
    • getGradientClipMin

      public float getGradientClipMin()
    • setGradientClipMin

      public void setGradientClipMin​(float v)
    • getRegularizationScale

      public float getRegularizationScale()
    • setRegularizationScale

      public void setRegularizationScale​(float v)
    • getRegularizationType

      public MPSNNRegularizationType getRegularizationType()
    • setRegularizationType

      public void setRegularizationType​(MPSNNRegularizationType v)
    • init

      protected long init​(float learningRate, float gradientRescale, MPSNNRegularizationType regularizationType, float regularizationScale)
    • init

      protected long init​(float learningRate, float gradientRescale, boolean applyGradientClipping, float gradientClipMax, float gradientClipMin, MPSNNRegularizationType regularizationType, float regularizationScale)
    • optimizerDescriptor

      public static MPSNNOptimizerDescriptor optimizerDescriptor​(float learningRate, float gradientRescale, MPSNNRegularizationType regularizationType, float regularizationScale)
    • optimizerDescriptor

      public static MPSNNOptimizerDescriptor optimizerDescriptor​(float learningRate, float gradientRescale, boolean applyGradientClipping, float gradientClipMax, float gradientClipMin, MPSNNRegularizationType regularizationType, float regularizationScale)