dropoutlayer.h File Reference

#include <vector>
#include "layer/layer.h"
#include "tensor/tensor.h"
#include "compute/operation.h"
#include "compute/tensor_operations.h"

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Classes
class	magmadnn::layer::DropoutLayer< T >

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

Variables
const float	DEFAULT_DROPOUT_RATE = 0.2
const unsigned long long	DEFAULT_SEED = time(NULL)

Detailed Description

Author

Sedrick Keh

Version

1.0

Date

2019-06-28

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.