dropoutlayer.cpp File Reference

#include "layer/dropout/dropoutlayer.h"

Include dependency graph for dropoutlayer.cpp:

Functions
template<typename T >
DropoutLayer< T > *	magmadnn::layer::dropout (op::Operation< T > *input, float dropout_rate, unsigned long long seed)
template DropoutLayer< int > *	magmadnn::layer::dropout (op::Operation< int > *input, float dropout_rate, unsigned long long seed)
template DropoutLayer< float > *	magmadnn::layer::dropout (op::Operation< float > *input, float dropout_rate, unsigned long long seed)
template DropoutLayer< double > *	magmadnn::layer::dropout (op::Operation< double > *input, float dropout_rate, unsigned long long seed)

Detailed Description

Author

Sedrick Keh

Version

1.0

Date

2019-02-26

Copyright

Copyright (c) 2019

Function Documentation

dropout()

template<typename T >

DropoutLayer< T > * magmadnn::layer::dropout	(	op::Operation< T > *	input,
		float	dropout_rate = DEFAULT_DROPOUT_RATE,
		unsigned long long	seed = DEFAULT_SEED
	)

A new Dropout layer.

Template Parameters

T

numeric

Parameters

input	input tensor to randomly dropout.
dropout_rate	percentage of values to dropout.
seed	seed for random sampling.

Returns

DropoutLayer<T>* a dropout layer.