etl::impl::standard::max_pool_2d Struct Reference

Functor for 2D Max Pooling. More...

#include <max_pooling.hpp>

Static Public Member Functions
template<typename A >
static auto	pool_block_border (const A &sub, size_t j, size_t k, 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 around the border (with padding) More...
template<size_t C1, size_t C2, size_t S1, size_t S2, size_t P1, size_t P2, typename A >
static auto	pool_block_2d (const A &sub, size_t j, size_t k)
	Pool a block of the sub expression. More...
template<size_t C1, size_t C2, size_t S1, size_t S2, typename A >
static auto	pool_block_3d (const A &sub, size_t n, size_t j, size_t k)
	Pool a block of the sub expression. More...
template<size_t C1, size_t C2, size_t S1, size_t S2, typename A >
static auto	pool_block_4d (const A &sub, size_t m, size_t n, size_t j, size_t k)
	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 M >
static void	apply (const A &sub, M &&m)
	Apply the functor on sub and store the result in m. More...
template<typename A >
static auto	pool_block_2d (const A &sub, size_t j, size_t k, 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 >
static auto	pool_block_2d (const A &sub, size_t j, size_t k, size_t c1, size_t c2)
	Pool a block of the sub expression. More...
template<typename A >
static auto	pool_block_2d_2x2 (const A &sub, size_t j, size_t k)
	Pool a block of the sub expression. More...
template<typename A >
static auto	pool_block_3d (const A &sub, size_t n, size_t j, size_t k, size_t c1, size_t c2, size_t s1, size_t s2)
	Pool a block of the sub expression. More...
template<typename A >
static auto	pool_block_3d (const A &sub, size_t n, size_t j, size_t k, size_t c1, size_t c2)
	Pool a block of the sub expression. More...
template<typename A >
static auto	pool_block_3d_2x2 (const A &sub, size_t n, size_t j, size_t k)
	Pool a block of the sub expression. More...
template<typename A >
static auto	pool_block_4d (const A &sub, size_t m, size_t n, size_t j, size_t k, size_t c1, size_t c2, size_t s1, size_t s2)
	Pool a block of the sub expression. More...
template<typename A >
static auto	pool_block_4d (const A &sub, size_t m, size_t n, size_t j, size_t k, size_t c1, size_t c2)
	Pool a block of the sub expression. More...
template<typename A >
static auto	pool_block_4d_2x2 (const A &sub, size_t m, size_t n, size_t j, size_t k)
	Pool a block of the sub expression. More...
template<etl_2d A, typename M >
static void	apply (const A &sub, 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 M >
static void	apply (const A &sub, M &&m)
	Apply the functor on sub and store the result in m. More...
template<etl_3d A, typename M >
static void	apply (const A &sub, 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 M >
static void	apply (const A &sub, M &&m)
	Apply the functor on sub and store the result in m. More...
template<etl_4d A, typename M >
static void	apply (const A &sub, 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 M >
static void	apply (const A &sub, M &&m)
	Apply the functor on sub and store the result in m. More...
template<etl_5d_and_plus A, typename M >
static void	apply (const A &sub, 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 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 M >

static void etl::impl::standard::max_pool_2d::apply ( const A &  sub, M &&  m  )

inlinestatic

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

Parameters

sub	The sub expression
m	The storage matrix

Template Parameters

C1	The first dimension pooling ratio
C2	The second dimension pooling ratio
S1	The first dimension stride
S2	The second dimension stride

apply() [2/8]

template<etl_2d A, typename M >

static void etl::impl::standard::max_pool_2d::apply ( const A &  sub, 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

sub	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 M >

static void etl::impl::standard::max_pool_2d::apply ( const A &  sub, M &&  m  )

inlinestatic

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

Parameters

sub	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 M >

static void etl::impl::standard::max_pool_2d::apply ( const A &  sub, 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

sub	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 M >

static void etl::impl::standard::max_pool_2d::apply ( const A &  sub, M &&  m  )

inlinestatic

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

Parameters

sub	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 M >

static void etl::impl::standard::max_pool_2d::apply ( const A &  sub, 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

sub	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 M >

static void etl::impl::standard::max_pool_2d::apply ( const A &  sub, M &&  m  )

inlinestatic

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

Parameters

sub	The sub expression
m	The storage matrix

Template Parameters

C1	The first dimension pooling ratio
C2	The second dimension pooling ratio
S1	The first dimension stride
S2	The second dimension stride

apply() [8/8]

template<etl_5d_and_plus A, typename M >

static void etl::impl::standard::max_pool_2d::apply ( const A &  sub, 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

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

pool_block_2d() [1/3]

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

static auto etl::impl::standard::max_pool_2d::pool_block_2d ( const A &  sub, size_t  j, size_t  k  )

inlinestatic

Pool a block of the sub expression.

Parameters

sub	The sub expression
j	The first index of the block
k	The second index of the block

Template Parameters

C1	The first dimension pooling ratio
C2	The second dimension pooling ratio
S1	The first dimension stride
S2	The second dimension stride

pool_block_2d() [2/3]

template<typename A >

static auto etl::impl::standard::max_pool_2d::pool_block_2d ( const A &  sub, size_t  j, size_t  k, 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

sub	The sub expression
j	The first index of the block
k	The second index of the block
c1	The first dimension pooling ratio
c2	The second dimension pooling ratio

pool_block_2d() [3/3]

template<typename A >

static auto etl::impl::standard::max_pool_2d::pool_block_2d ( const A &  sub, size_t  j, size_t  k, size_t  c1, size_t  c2  )

inlinestatic

Pool a block of the sub expression.

Parameters

sub	The sub expression
j	The first index of the block
k	The second index of the block
c1	The first dimension pooling ratio
c2	The second dimension pooling ratio

pool_block_2d_2x2()

template<typename A >

static auto etl::impl::standard::max_pool_2d::pool_block_2d_2x2 ( const A &  sub, size_t  j, size_t  k  )

inlinestatic

Pool a block of the sub expression.

Parameters

sub	The sub expression
j	The first index of the block
k	The second index of the block
c1	The first dimension pooling ratio
c2	The second dimension pooling ratio

pool_block_3d() [1/3]

template<size_t C1, size_t C2, size_t S1, size_t S2, typename A >

static auto etl::impl::standard::max_pool_2d::pool_block_3d ( const A &  sub, size_t  n, size_t  j, size_t  k  )

inlinestatic

Pool a block of the sub expression.

Parameters

sub	The sub expression
j	The first index of the block
k	The second index of the block

Template Parameters

C1	The first dimension pooling ratio
C2	The second dimension pooling ratio
S1	The first dimension stride
S2	The second dimension stride

pool_block_3d() [2/3]

template<typename A >

static auto etl::impl::standard::max_pool_2d::pool_block_3d ( const A &  sub, size_t  n, size_t  j, size_t  k, size_t  c1, size_t  c2, size_t  s1, size_t  s2  )

inlinestatic

Pool a block of the sub expression.

Parameters

sub	The sub expression
j	The first index of the block
k	The second index of the block
c1	The first dimension pooling ratio
c2	The second dimension pooling ratio

pool_block_3d() [3/3]

template<typename A >

static auto etl::impl::standard::max_pool_2d::pool_block_3d ( const A &  sub, size_t  n, size_t  j, size_t  k, size_t  c1, size_t  c2  )

inlinestatic

Pool a block of the sub expression.

Parameters

sub	The sub expression
j	The first index of the block
k	The second index of the block
c1	The first dimension pooling ratio
c2	The second dimension pooling ratio

pool_block_3d_2x2()

template<typename A >

static auto etl::impl::standard::max_pool_2d::pool_block_3d_2x2 ( const A &  sub, size_t  n, size_t  j, size_t  k  )

inlinestatic

Pool a block of the sub expression.

Parameters

sub	The sub expression
j	The first index of the block
k	The second index of the block
c1	The first dimension pooling ratio
c2	The second dimension pooling ratio

pool_block_4d() [1/3]

template<size_t C1, size_t C2, size_t S1, size_t S2, typename A >

static auto etl::impl::standard::max_pool_2d::pool_block_4d ( const A &  sub, size_t  m, size_t  n, size_t  j, size_t  k  )

inlinestatic

Pool a block of the sub expression.

Parameters

sub	The sub expression
j	The first index of the block
k	The second index of the block

Template Parameters

C1	The first dimension pooling ratio
C2	The second dimension pooling ratio
S1	The first dimension stride
S2	The second dimension stride

pool_block_4d() [2/3]

template<typename A >

static auto etl::impl::standard::max_pool_2d::pool_block_4d ( const A &  sub, size_t  m, size_t  n, size_t  j, size_t  k, size_t  c1, size_t  c2, size_t  s1, size_t  s2  )

inlinestatic

Pool a block of the sub expression.

Parameters

sub	The sub expression
j	The first index of the block
k	The second index of the block
c1	The first dimension pooling ratio
c2	The second dimension pooling ratio

pool_block_4d() [3/3]

template<typename A >

static auto etl::impl::standard::max_pool_2d::pool_block_4d ( const A &  sub, size_t  m, size_t  n, size_t  j, size_t  k, size_t  c1, size_t  c2  )

inlinestatic

Pool a block of the sub expression.

Parameters

sub	The sub expression
j	The first index of the block
k	The second index of the block
c1	The first dimension pooling ratio
c2	The second dimension pooling ratio

pool_block_4d_2x2()

template<typename A >

static auto etl::impl::standard::max_pool_2d::pool_block_4d_2x2 ( const A &  sub, size_t  m, size_t  n, size_t  j, size_t  k  )

inlinestatic

Pool a block of the sub expression.

Parameters

sub	The sub expression
j	The first index of the block
k	The second index of the block
c1	The first dimension pooling ratio
c2	The second dimension pooling ratio

pool_block_border()

template<typename A >

static auto etl::impl::standard::max_pool_2d::pool_block_border ( const A &  sub, size_t  j, size_t  k, 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 around the border (with padding)

Parameters

sub	The sub expression
j	The first index of the block
k	The second index of the block
c1	The first dimension pooling ratio
c2	The second dimension pooling ratio
s1	The first dimension stride
s2	The second dimension stride
p1	The first dimension padding
p2	The second dimension padding

---

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

• include/etl/impl/std/max_pooling.hpp