Functor for the derivative of 2D Max Pooling. More...

#include <max_pooling_upsample.hpp>

Static Public Member Functions
template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, typename A , typename B , typename C , typename M >
static void	pool_block_2d (const A &in, const B &out, const C &errors, M &m, size_t i, size_t j)
	Pool a block of the sub expression. More...

template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, typename A , typename B , typename C , typename M >
static void	pool_block_3d (const A &in, const B &out, const C &errors, M &m, size_t q, size_t i, size_t j)
	Pool a block of the sub expression. More...

template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, typename A , typename B , typename C , typename M >
static void	pool_block_4d (const A &in, const B &out, const C &errors, M &m, size_t p, size_t q, size_t i, size_t j)
	Pool a block of the sub expression. More...

template<typename A , typename B , typename C , typename M >
static void	pool_block_2d (const A &in, const B &out, const C &errors, M &m, size_t i, size_t j, size_t c1, size_t c2, size_t s1, size_t s2, size_t p1, size_t p2)
	Pool a block of the sub expression. More...

template<typename A , typename B , typename C , typename M >
static void	pool_block_3d (const A &in, const B &out, const C &errors, M &m, size_t q, size_t i, size_t j, size_t c1, size_t c2, size_t s1, size_t s2, size_t p1, size_t p2)
	Pool a block of the sub expression. More...

template<typename A , typename B , typename C , typename M >
static void	pool_block_4d (const A &in, const B &out, const C &errors, M &m, size_t p, size_t q, size_t i, size_t j, size_t c1, size_t c2, size_t s1, size_t s2, size_t p1, size_t p2)
	Pool a block of the sub expression. More...

template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, etl_2d A, typename B , typename C , typename M >
static void	apply (A &&in, B &&out, C &&errors, M &&m)
	Apply the functor on sub and store the result in m. More...

template<etl_2d A, typename B , typename C , typename M >
static void	apply (A &&in, B &&out, C &&errors, M &&m, size_t c1, size_t c2, size_t s1, size_t s2, size_t p1, size_t p2)
	Apply the functor on sub and store the result in m. More...

template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, etl_3d A, typename B , typename C , typename M >
static void	apply (A &&in, B &&out, C &&errors, M &&m)
	Apply the functor on sub and store the result in m. More...

template<etl_3d A, typename B , typename C , typename M >
static void	apply (A &&in, B &&out, C &&errors, M &&m, size_t c1, size_t c2, size_t s1, size_t s2, size_t p1, size_t p2)
	Apply the functor on sub and store the result in m. More...

template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, etl_4d A, typename B , typename C , typename M >
static void	apply (A &&in, B &&out, C &&errors, M &&m)
	Apply the functor on sub and store the result in m. More...

template<etl_4d A, typename B , typename C , typename M >
static void	apply (A &&in, B &&out, C &&errors, M &&m, size_t c1, size_t c2, size_t s1, size_t s2, size_t p1, size_t p2)
	Apply the functor on sub and store the result in m. More...

template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, etl_5d_and_plus A, typename B , typename C , typename M >
static void	apply (A &&in, B &&out, C &&errors, M &m)
	Apply the functor on sub and store the result in m. More...

template<etl_5d_and_plus A, typename B , typename C , typename M >
static void	apply (A &&in, B &&out, C &&errors, M &m, size_t c1, size_t c2, size_t s1, size_t s2, size_t p1, size_t p2)
	Apply the functor on sub and store the result in m. More...

Detailed Description

Functor for the derivative of 2D Max Pooling.

Member Function Documentation

◆ apply() [1/8]

template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, etl_2d A, typename B , typename C , typename M >

static void etl::impl::standard::max_pool_upsample_2d::apply	(	A &&	in,
		B &&	out,
		C &&	errors,
		M &&	m
	)

inlinestatic

Apply the functor on sub and store the result in m.

Parameters

in	The sub expression
m	The storage matrix

Template Parameters

C1	The first dimension pooling ratio
C2	The second dimension pooling ratio

◆ apply() [2/8]

template<etl_2d A, typename B , typename C , typename M >

static void etl::impl::standard::max_pool_upsample_2d::apply	(	A &&	in,
		B &&	out,
		C &&	errors,
		M &&	m,
		size_t	c1,
		size_t	c2,
		size_t	s1,
		size_t	s2,
		size_t	p1,
		size_t	p2
	)

inlinestatic

Apply the functor on sub and store the result in m.

Parameters

in	The sub expression
m	The storage matrix
c1	The first dimension pooling ratio
c2	The second dimension pooling ratio

◆ apply() [3/8]

template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, etl_3d A, typename B , typename C , typename M >

static void etl::impl::standard::max_pool_upsample_2d::apply	(	A &&	in,
		B &&	out,
		C &&	errors,
		M &&	m
	)

inlinestatic

Apply the functor on sub and store the result in m.

Parameters

in	The sub expression
m	The storage matrix

Template Parameters

C1	The first dimension pooling ratio
C2	The second dimension pooling ratio

◆ apply() [4/8]

template<etl_3d A, typename B , typename C , typename M >

static void etl::impl::standard::max_pool_upsample_2d::apply	(	A &&	in,
		B &&	out,
		C &&	errors,
		M &&	m,
		size_t	c1,
		size_t	c2,
		size_t	s1,
		size_t	s2,
		size_t	p1,
		size_t	p2
	)

inlinestatic

Apply the functor on sub and store the result in m.

Parameters

in	The sub expression
m	The storage matrix
c1	The first dimension pooling ratio
c2	The second dimension pooling ratio

◆ apply() [5/8]

template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, etl_4d A, typename B , typename C , typename M >

static void etl::impl::standard::max_pool_upsample_2d::apply	(	A &&	in,
		B &&	out,
		C &&	errors,
		M &&	m
	)

inlinestatic

Apply the functor on sub and store the result in m.

Parameters

in	The sub expression
m	The storage matrix

Template Parameters

C1	The first dimension pooling ratio
C2	The second dimension pooling ratio

◆ apply() [6/8]

template<etl_4d A, typename B , typename C , typename M >

static void etl::impl::standard::max_pool_upsample_2d::apply	(	A &&	in,
		B &&	out,
		C &&	errors,
		M &&	m,
		size_t	c1,
		size_t	c2,
		size_t	s1,
		size_t	s2,
		size_t	p1,
		size_t	p2
	)

inlinestatic

Apply the functor on sub and store the result in m.

Parameters

in	The sub expression
m	The storage matrix
c1	The first dimension pooling ratio
c2	The second dimension pooling ratio

◆ apply() [7/8]

template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, etl_5d_and_plus A, typename B , typename C , typename M >

static void etl::impl::standard::max_pool_upsample_2d::apply	(	A &&	in,
		B &&	out,
		C &&	errors,
		M &	m
	)

inlinestatic

Apply the functor on sub and store the result in m.

Parameters

in	The sub expression
m	The storage matrix

Template Parameters

C1	The first dimension pooling ratio
C2	The second dimension pooling ratio

◆ apply() [8/8]

template<etl_5d_and_plus A, typename B , typename C , typename M >

static void etl::impl::standard::max_pool_upsample_2d::apply	(	A &&	in,
		B &&	out,
		C &&	errors,
		M &	m,
		size_t	c1,
		size_t	c2,
		size_t	s1,
		size_t	s2,
		size_t	p1,
		size_t	p2
	)

inlinestatic

Apply the functor on sub and store the result in m.

Parameters

in	The sub expression
m	The storage matrix
c1	The first dimension pooling ratio
c2	The second dimension pooling ratio

◆ pool_block_2d() [1/2]

template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, typename A , typename B , typename C , typename M >

static void etl::impl::standard::max_pool_upsample_2d::pool_block_2d	(	const A &	in,
		const B &	out,
		const C &	errors,
		M &	m,
		size_t	i,
		size_t	j
	)

inlinestatic

Pool a block of the sub expression.

Parameters

in	The sub expression
out	The out matrix
m	The storage matrix
i	The first index of the block
j	The second index of the block

Template Parameters

C1	The first dimension pooling ratio
C2	The second dimension pooling ratio

◆ pool_block_2d() [2/2]

template<typename A , typename B , typename C , typename M >

static void etl::impl::standard::max_pool_upsample_2d::pool_block_2d	(	const A &	in,
		const B &	out,
		const C &	errors,
		M &	m,
		size_t	i,
		size_t	j,
		size_t	c1,
		size_t	c2,
		size_t	s1,
		size_t	s2,
		size_t	p1,
		size_t	p2
	)

inlinestatic

Pool a block of the sub expression.

Parameters

in	The sub expression
out	The out matrix
m	The storage matrix
i	The first index of the block
j	The second index of the block
c1	The first dimension pooling ratio
c2	The second dimension pooling ratio

◆ pool_block_3d() [1/2]

template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, typename A , typename B , typename C , typename M >

static void etl::impl::standard::max_pool_upsample_2d::pool_block_3d	(	const A &	in,
		const B &	out,
		const C &	errors,
		M &	m,
		size_t	q,
		size_t	i,
		size_t	j
	)

inlinestatic

Pool a block of the sub expression.

Parameters

in	The sub expression
out	The out matrix
m	The storage matrix
i	The first index of the block
j	The second index of the block

Template Parameters

C1	The first dimension pooling ratio
C2	The second dimension pooling ratio

◆ pool_block_3d() [2/2]

template<typename A , typename B , typename C , typename M >

static void etl::impl::standard::max_pool_upsample_2d::pool_block_3d	(	const A &	in,
		const B &	out,
		const C &	errors,
		M &	m,
		size_t	q,
		size_t	i,
		size_t	j,
		size_t	c1,
		size_t	c2,
		size_t	s1,
		size_t	s2,
		size_t	p1,
		size_t	p2
	)

inlinestatic

Pool a block of the sub expression.

Parameters

in	The sub expression
out	The out matrix
m	The storage matrix
i	The first index of the block
j	The second index of the block
c1	The first dimension pooling ratio
c2	The second dimension pooling ratio

◆ pool_block_4d() [1/2]

template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, typename A , typename B , typename C , typename M >

static void etl::impl::standard::max_pool_upsample_2d::pool_block_4d	(	const A &	in,
		const B &	out,
		const C &	errors,
		M &	m,
		size_t	p,
		size_t	q,
		size_t	i,
		size_t	j
	)

inlinestatic

Pool a block of the sub expression.

Parameters

in	The sub expression
out	The out matrix
m	The storage matrix
i	The first index of the block
j	The second index of the block

Template Parameters

C1	The first dimension pooling ratio
C2	The second dimension pooling ratio

◆ pool_block_4d() [2/2]

template<typename A , typename B , typename C , typename M >

static void etl::impl::standard::max_pool_upsample_2d::pool_block_4d	(	const A &	in,
		const B &	out,
		const C &	errors,
		M &	m,
		size_t	p,
		size_t	q,
		size_t	i,
		size_t	j,
		size_t	c1,
		size_t	c2,
		size_t	s1,
		size_t	s2,
		size_t	p1,
		size_t	p2
	)

inlinestatic

Pool a block of the sub expression.

Parameters

in	The sub expression
out	The out matrix
m	The storage matrix
i	The first index of the block
j	The second index of the block
c1	The first dimension pooling ratio
c2	The second dimension pooling ratio

The documentation for this struct was generated from the following file:

include/etl/impl/std/max_pooling_upsample.hpp

Static Public Member Functions

Detailed Description

Member Function Documentation

◆ apply() [1/8]

◆ apply() [2/8]

◆ apply() [3/8]

◆ apply() [4/8]

◆ apply() [5/8]

◆ apply() [6/8]

◆ apply() [7/8]

◆ apply() [8/8]

◆ pool_block_2d() [1/2]

◆ pool_block_2d() [2/2]

◆ pool_block_3d() [1/2]

◆ pool_block_3d() [2/2]

◆ pool_block_4d() [1/2]

◆ pool_block_4d() [2/2]