File: ir_utils.h

package info (click to toggle)
pytorch 1.7.1-7
  • links: PTS, VCS
  • area: main
  • in suites: bullseye
  • size: 80,340 kB
  • sloc: cpp: 670,830; python: 343,991; ansic: 67,845; asm: 5,503; sh: 2,924; java: 2,888; xml: 266; makefile: 244; ruby: 148; yacc: 144; objc: 51; lex: 44
file content (115 lines) | stat: -rw-r--r-- 2,622 bytes parent folder | download
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
#pragma once

#include <torch/csrc/jit/codegen/cuda/type.h>

#include <iterator>

namespace torch {
namespace jit {
namespace fuser {

namespace ir_utils {

template <typename FilterType, typename Iterator>
class FilterIterator {
 public:
  using iterator_category = std::forward_iterator_tag;
  using difference_type = std::ptrdiff_t;
  using value_type = FilterType*;
  using pointer = value_type*;
  using reference = value_type&;

  FilterIterator(Iterator begin, Iterator end) : current_(begin), end_(end) {
    advance();
  }

  FilterType* operator*() const {
    return (*current_)->template as<FilterType>();
  }

  FilterType* operator->() const {
    return (*this);
  }

  FilterIterator& operator++() {
    ++current_;
    advance();
    return *this;
  }

  FilterIterator operator++(int) {
    const auto before_increment = *this;
    ++current_;
    advance();
    return before_increment;
  }

  bool operator==(const FilterIterator& other) const {
    TORCH_INTERNAL_ASSERT(
        end_ == other.end_,
        "Comparing two FilteredViews that originate from different containers");
    return current_ == other.current_;
  }

  bool operator!=(const FilterIterator& other) const {
    return !(*this == other);
  }

 private:
  void advance() {
    current_ = std::find_if(current_, end_, [](const auto& val) {
      return dynamic_cast<const FilterType*>(val) != nullptr;
    });
  }

 private:
  Iterator current_;
  const Iterator end_;
};

// An iterable view to a given container of Val pointers. Only returns
// Vals of a given Val type.
// NOTE: Add a non-const iterator if needed.
template <typename FilterType, typename InputIt>
class FilteredView {
 public:
  using value_type = FilterType*;
  using const_iterator = FilterIterator<FilterType, InputIt>;

  FilteredView(InputIt first, InputIt last) : input_it_(first), last_(last) {}

  const_iterator cbegin() const {
    return const_iterator(input_it_, last_);
  }

  const_iterator begin() const {
    return cbegin();
  }

  const_iterator cend() const {
    return const_iterator(last_, last_);
  }

  const_iterator end() const {
    return cend();
  }

 private:
  const InputIt input_it_;
  const InputIt last_;
};

template <typename FilterType, typename InputIt>
auto filterByType(InputIt first, InputIt last) {
  return FilteredView<FilterType, InputIt>(first, last);
}

template <typename FilterType, typename ContainerType>
auto filterByType(const ContainerType& inputs) {
  return filterByType<FilterType>(inputs.cbegin(), inputs.cend());
}

} // namespace ir_utils
} // namespace fuser
} // namespace jit
} // namespace torch