C# Class ManagedCuda.CudaDNN.DropoutDescriptor

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

Inheritance: IDisposable

Show file Open project: kunzmi/managedCuda Class Usage Examples

Public Methods

Method	Description
Dispose ( ) : void	Dispose
DropoutDescriptor ( ManagedCuda.CudaDNN.CudaDNNContext context ) : System
SetDropoutDescriptor ( float dropout, CudaDeviceVariable states, ManagedCuda.BasicTypes.SizeT stateSizeInBytes, ulong seed ) : void	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

Protected Methods

Method	Description
Dispose ( bool fDisposing ) : void	For IDisposable

Method Details

Dispose() public method

Dispose

public Dispose ( ) : void
return	void

Dispose() protected method

For IDisposable

protected Dispose ( bool fDisposing ) : void
fDisposing	bool
return	void

DropoutDescriptor() public method

public DropoutDescriptor ( ManagedCuda.CudaDNN.CudaDNNContext context ) : System
context	ManagedCuda.CudaDNN.CudaDNNContext
return	System

SetDropoutDescriptor() public method

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

public SetDropoutDescriptor ( float dropout, CudaDeviceVariable states, ManagedCuda.BasicTypes.SizeT stateSizeInBytes, ulong seed ) : void
dropout	float	The probability with which the value from input would be propagated through the dropout layer.
states	CudaDeviceVariable	Pointer to user-allocated GPU memory that will hold random number generator states.
stateSizeInBytes	ManagedCuda.BasicTypes.SizeT	Specifies size in bytes of the provided memory for the states.
seed	ulong	Seed used to initialize random number generator states.
return	void