Line data Source code
1 : #pragma once
2 :
3 : #include <cstdint>
4 : #include <functional>
5 : #include <memory>
6 :
7 : #include <c10/util/hash.h>
8 :
9 : namespace torch {
10 : namespace autograd {
11 :
12 : struct Node;
13 :
14 : /// Represents a particular input of a function.
15 : struct Edge {
16 0 : Edge() noexcept : function(nullptr), input_nr(0) {}
17 :
18 : Edge(std::shared_ptr<Node> function_, uint32_t input_nr_) noexcept
19 : : function(std::move(function_)), input_nr(input_nr_) {}
20 :
21 : /// Convenience method to test if an edge is valid.
22 : bool is_valid() const noexcept {
23 : return function != nullptr;
24 : }
25 :
26 : // Required for use in associative containers.
27 : bool operator==(const Edge& other) const noexcept {
28 : return this->function == other.function && this->input_nr == other.input_nr;
29 : }
30 :
31 : bool operator!=(const Edge& other) const noexcept {
32 : return !(*this == other);
33 : }
34 :
35 : /// The function this `Edge` points to.
36 : std::shared_ptr<Node> function;
37 :
38 : /// The identifier of a particular input to the function.
39 : uint32_t input_nr;
40 : };
41 : } // namespace autograd
42 : } // namespace torch
43 :
44 : // The idiomatic way of enabling use of a custom type as the key of hash
45 : // containers in C++11. This method removes the requirement of having to pass
46 : // a custom hasher to std::unordered_{map, set}.
47 : // See http://en.cppreference.com/w/cpp/utility/hash for more information.
48 : namespace std {
49 : template <>
50 : struct hash<torch::autograd::Edge> {
51 : // These type aliases are required by the standard.
52 : using argument_type = torch::autograd::Edge;
53 : using return_type = size_t;
54 : return_type operator()(const argument_type& edge) const noexcept {
55 : return c10::get_hash(edge.function, edge.input_nr);
56 : }
57 : };
58 : } // namespace std
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