etl::impl::avg_pool_derivative_2d Struct Reference

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

#include <avg_pooling_derivative.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 M >
static void	pool_derivative_block ([[maybe_unused]] const A &in, [[maybe_unused]] const B &out, M &m, size_t j, size_t k)
	Pool a block of the sub expression. More...
template<size_t C1, size_t C2, size_t C3, size_t S1, size_t S2, size_t S3, size_t P1, size_t P2, size_t P3, etl_2d A, typename B , typename M >
static void	apply (A &&in, B &&out, M &&m)
	Apply the functor on sub and store the result in m. More...
template<typename A , typename B , typename M >
static void	pool_derivative_block ([[maybe_unused]] const A &in, [[maybe_unused]] const B &out, M &m, 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<etl_2d A, typename B , typename M >
static void	apply (A &&in, B &&out, M &&m, size_t c1, size_t c2, [[maybe_unused]] size_t c3, size_t s1, size_t s2, [[maybe_unused]] size_t s3, size_t p1, size_t p2, [[maybe_unused]] size_t p3)
	Apply the functor on sub and store the result in m. More...
template<size_t C1, size_t C2, size_t C3, size_t S1, size_t S2, size_t S3, size_t P1, size_t P2, size_t P3, deep_mat A, typename B , typename M >
static void	apply (A &&in, B &&out, M &m)
	Apply the functor on sub and store the result in m. More...
template<deep_mat A, typename B , typename M >
static void	apply (A &&in, B &&out, M &m, size_t c1, size_t c2, size_t c3, size_t s1, size_t s2, size_t s3, size_t p1, size_t p2, size_t p3)
	Apply the functor on sub and store the result in m. More...

Detailed Description

Functor for the derivative of 2D Avg Pooling.

Member Function Documentation

apply() [1/4]

template<size_t C1, size_t C2, size_t C3, size_t S1, size_t S2, size_t S3, size_t P1, size_t P2, size_t P3, etl_2d A, typename B , typename M >

static void etl::impl::avg_pool_derivative_2d::apply ( A &&  in, B &&  out, M &&  m  )

inlinestatic

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

Parameters

in	The sub expression
out	The out matrix
m	The storage matrix

Template Parameters

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

apply() [2/4]

template<etl_2d A, typename B , typename M >

static void etl::impl::avg_pool_derivative_2d::apply ( A &&  in, B &&  out, M &&  m, size_t  c1, size_t  c2, [[maybe_unused] ] size_t  c3, size_t  s1, size_t  s2, [[maybe_unused] ] size_t  s3, size_t  p1, size_t  p2, [[maybe_unused] ] size_t  p3  )

inlinestatic

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

Parameters

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

apply() [3/4]

template<size_t C1, size_t C2, size_t C3, size_t S1, size_t S2, size_t S3, size_t P1, size_t P2, size_t P3, deep_mat A, typename B , typename M >

static void etl::impl::avg_pool_derivative_2d::apply ( A &&  in, B &&  out, M &  m  )

inlinestatic

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

Parameters

in	The sub expression
out	The out matrix
m	The storage matrix

Template Parameters

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

apply() [4/4]

template<deep_mat A, typename B , typename M >

static void etl::impl::avg_pool_derivative_2d::apply ( A &&  in, B &&  out, M &  m, size_t  c1, size_t  c2, size_t  c3, size_t  s1, size_t  s2, size_t  s3, size_t  p1, size_t  p2, size_t  p3  )

inlinestatic

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

Parameters

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

pool_derivative_block() [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 M >

static void etl::impl::avg_pool_derivative_2d::pool_derivative_block ( [[maybe_unused] ] const A &  in, [[maybe_unused] ] const B &  out, M &  m, size_t  j, size_t  k  )

inlinestatic

Pool a block of the sub expression.

Parameters

in	The sub expression
out	The out matrix
m	The storage matrix
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

pool_derivative_block() [2/2]

template<typename A , typename B , typename M >

static void etl::impl::avg_pool_derivative_2d::pool_derivative_block ( [[maybe_unused] ] const A &  in, [[maybe_unused] ] const B &  out, M &  m, 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

in	The sub expression
out	The out matrix
m	The storage matrix
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

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

• include/etl/impl/avg_pooling_derivative.hpp