#pragma once #include #include #include #include namespace torch { namespace autograd { struct Node; /// Represents a particular input of a function. struct Edge { Edge() noexcept : function(nullptr), input_nr(0) {} Edge(std::shared_ptr function_, uint32_t input_nr_) noexcept : function(std::move(function_)), input_nr(input_nr_) {} /// Convenience method to test if an edge is valid. bool is_valid() const noexcept { return function != nullptr; } // Required for use in associative containers. bool operator==(const Edge& other) const noexcept { return this->function == other.function && this->input_nr == other.input_nr; } bool operator!=(const Edge& other) const noexcept { return !(*this == other); } /// The function this `Edge` points to. std::shared_ptr function; /// The identifier of a particular input to the function. uint32_t input_nr; }; } // namespace autograd } // namespace torch // The idiomatic way of enabling use of a custom type as the key of hash // containers in C++11. This method removes the requirement of having to pass // a custom hasher to std::unordered_{map, set}. // See http://en.cppreference.com/w/cpp/utility/hash for more information. namespace std { template <> struct hash { // These type aliases are required by the standard. using argument_type = torch::autograd::Edge; using return_type = size_t; return_type operator()(const argument_type& edge) const noexcept { return c10::get_hash(edge.function, edge.input_nr); } }; } // namespace std