Class DropoutDescriptor

An opaque structure holding the description of a generic n-D dataset.

Inheritance

System.Object

DropoutDescriptor

Implements

System.IDisposable

Inherited Members

System.Object.Equals(System.Object)

System.Object.Equals(System.Object, System.Object)

System.Object.GetHashCode()

System.Object.GetType()

System.Object.MemberwiseClone()

System.Object.ReferenceEquals(System.Object, System.Object)

System.Object.ToString()

Namespace: ManagedCuda.CudaDNN

Assembly: CudaDNN.dll

Syntax

public class DropoutDescriptor : IDisposable

Constructors

DropoutDescriptor(CudaDNNContext)

Declaration

public DropoutDescriptor(CudaDNNContext context)

Parameters

Type	Name	Description
CudaDNNContext	context

Properties

Desc

Returns the inner handle.

Declaration

public cudnnDropoutDescriptor Desc { get; }

Property Value

Type	Description
cudnnDropoutDescriptor

Methods

Dispose()

Dispose

Declaration

public void Dispose()

Dispose(Boolean)

For IDisposable

Declaration

protected virtual void Dispose(bool fDisposing)

Parameters

Type	Name	Description
System.Boolean	fDisposing

Finalize()

For dispose

Declaration

protected void Finalize()

SetDropoutDescriptor(Single, CudaDeviceVariable<Byte>, SizeT, UInt64)

This function initializes a previously created dropout descriptor object. If states argument is equal to NULL, random number generator states won't be initialized, and only dropout value will be set. No other function should be writing to the memory

Declaration

public void SetDropoutDescriptor(float dropout, CudaDeviceVariable<byte> states, SizeT stateSizeInBytes, ulong seed)

Parameters

Type	Name	Description
System.Single	dropout	The probability with which the value from input would be propagated through the dropout layer.
CudaDeviceVariable<System.Byte>	states	Pointer to user-allocated GPU memory that will hold random number generator states.
SizeT	stateSizeInBytes	Specifies size in bytes of the provided memory for the states.
System.UInt64	seed	Seed used to initialize random number generator states.

Implements

System.IDisposable