prob_pool_2d_expr.hpp

//=======================================================================
// Copyright (c) 2014-2023 Baptiste Wicht
// Distributed under the terms of the MIT License.
// (See accompanying file LICENSE or copy at
//  http://opensource.org/licenses/MIT)
//=======================================================================

#pragma once

#include "etl/expr/base_temporary_expr.hpp"

//Get the implementations
#include "etl/impl/pooling.hpp"
#include "etl/impl/prob_pooling.hpp"

namespace etl {

template <typename A, size_t C1, size_t C2>
struct prob_pool_2d_expr : base_temporary_expr_un<prob_pool_2d_expr<A, C1, C2>, A> {
    using value_type = value_t<A>;                           
    using this_type  = prob_pool_2d_expr<A, C1, C2>;         
    using base_type  = base_temporary_expr_un<this_type, A>; 
    using sub_traits = decay_traits<A>;                      

    static constexpr auto storage_order = sub_traits::storage_order; 

    static constexpr bool gpu_computable = false;

    explicit prob_pool_2d_expr(A a) : base_type(a) {
        //Nothing else to init
    }

    // Assignment functions

    template <same_dimensions<A> C>
    void assign_to(C&& c) const {
        inc_counter("temp:assign");

        auto& a = this->a();

        impl::standard::pmp_h_impl::template apply<C1, C2, C1, C2, 0, 0>(smart_forward(a), c);
    }

    template <typename L>
    void assign_add_to(L&& lhs) const {
        std_add_evaluate(*this, lhs);
    }

    template <typename L>
    void assign_sub_to(L&& lhs) const {
        std_sub_evaluate(*this, lhs);
    }

    template <typename L>
    void assign_mul_to(L&& lhs) const {
        std_mul_evaluate(*this, lhs);
    }

    template <typename L>
    void assign_div_to(L&& lhs) const {
        std_div_evaluate(*this, lhs);
    }

    template <typename L>
    void assign_mod_to(L&& lhs) const {
        std_mod_evaluate(*this, lhs);
    }

    friend std::ostream& operator<<(std::ostream& os, const prob_pool_2d_expr& expr) {
        return os << "prob_pool2(" << expr._a << ")";
    }
};

template <typename A, size_t C1, size_t C2>
struct etl_traits<etl::prob_pool_2d_expr<A, C1, C2>> {
    using expr_t     = etl::prob_pool_2d_expr<A, C1, C2>; 
    using sub_expr_t = std::decay_t<A>;                   
    using sub_traits = etl_traits<sub_expr_t>;            
    using value_type = value_t<A>;                        

    static constexpr size_t D = sub_traits::dimensions(); 

    static constexpr bool is_etl         = true;                                 
    static constexpr bool is_transformer = false;                                
    static constexpr bool is_view        = false;                                
    static constexpr bool is_magic_view  = false;                                
    static constexpr bool is_fast        = sub_traits::is_fast;                  
    static constexpr bool is_linear      = false;                                
    static constexpr bool is_thread_safe = true;                                 
    static constexpr bool is_value       = false;                                
    static constexpr bool is_direct      = true;                                 
    static constexpr bool is_generator   = false;                                
    static constexpr bool is_padded      = false;                                
    static constexpr bool is_aligned     = true;                                 
    static constexpr bool is_temporary   = true;                                 
    static constexpr order storage_order = sub_traits::storage_order;            
    static constexpr bool gpu_computable = is_gpu_t<value_type> && cuda_enabled; 

    template <vector_mode_t V>
    static constexpr bool vectorizable = true;

    template <size_t DD>
    static constexpr size_t dim() {
        return decay_traits<A>::template dim<DD>();
    }

    static size_t dim(const expr_t& e, size_t d) {
        return etl::dim(e._a, d);
    }

    static size_t size(const expr_t& e) {
        return etl::size(e._a);
    }

    static constexpr size_t size() {
        return sub_traits::size();
    }

    static constexpr size_t dimensions() {
        return D;
    }

    static constexpr int complexity() noexcept {
        return -1;
    }
};

template <size_t C1, size_t C2, typename E>
prob_pool_2d_expr<detail::build_type<E>, C1, C2> p_max_pool_h(E&& value) {
    validate_pmax_pooling<C1, C2>(value);
    return prob_pool_2d_expr<detail::build_type<E>, C1, C2>{value};
}

} //end of namespace etl