#pragma once #include #include #include #include #include "paddle/framework/dim.h" namespace paddle { namespace framework { namespace { typedef boost::variant, Dim<2>, Dim<3>, Dim<4>, Dim<5>, Dim<6>, Dim<7>, Dim<8>, Dim<9>> DDimVar; } /** * \brief A dynamically sized dimension. * * The number of dimensions must be between [1, 9]. */ struct DDim { DDimVar var; DDim() : var(Dim<1>()) {} template explicit DDim(const Dim& in) : var(in) {} template DDim& operator=(const Dim& in) { var = in; return *this; } int& operator[](int idx); int operator[](int idx) const; template typename Visitor::result_type apply_visitor(Visitor& visitor) { return var.apply_visitor(visitor); } template typename Visitor::result_type apply_visitor(Visitor& visitor) const { return var.apply_visitor(visitor); } DDimVar getVar() { return var; } ssize_t size() const; bool operator==(DDim d) const; bool operator!=(DDim d) const; DDim operator+(DDim d) const; DDim operator*(DDim d) const; }; /** * \brief Make a DDim from std::vector * * \param dims An vector of ints. Must be sized between [1, 9] */ DDim make_ddim(const std::vector& dims); /** * \brief Make a DDim from an initializer list * * \param dims An initializer list of ints. Must be sized between [1, 9] * */ DDim make_ddim(std::initializer_list dims); int get(const DDim& dim, int idx); void set(DDim& dim, int idx, int val); std::vector vectorize(const DDim& ddim); ssize_t product(const DDim& ddim); /** * \brief Slice a ddim * * Slice dim with [begin, end). * e.g. DDim d = make_ddim({1,2,3,4,5}); * slice_ddim(d, 1, 3); ====> {2,3} */ DDim slice_ddim(const DDim& dim, int begin, int end); /** * \brief What is the length of this dimension? * * \param Dynamic dimension to inspect */ int arity(const DDim& ddim); std::ostream& operator<<(std::ostream&, const DDim&); } // namespace framework } // namespace paddle namespace boost { template T get(const paddle::framework::DDim& in) { return boost::get(in.var); } } // namespace boost