Expression Templates Library (ETL)
dyn_upsample_3d_expr.hpp
1 //=======================================================================
2 // Copyright (c) 2014-2023 Baptiste Wicht
3 // Distributed under the terms of the MIT License.
4 // (See accompanying file LICENSE or copy at
5 // http://opensource.org/licenses/MIT)
6 //=======================================================================
7 
8 #pragma once
9 
10 #include "etl/expr/base_temporary_expr.hpp"
11 
12 #include "etl/impl/std/upsample.hpp"
13 
14 namespace etl {
15 
20 template <etl_expr A>
21 struct dyn_upsample_3d_expr : base_temporary_expr_un<dyn_upsample_3d_expr<A>, A> {
26 
27  static constexpr auto storage_order = sub_traits::storage_order;
28 
33  static constexpr bool gpu_computable = false;
34 
35  const size_t c1;
36  const size_t c2;
37  const size_t c3;
38 
43  explicit dyn_upsample_3d_expr(A a, size_t c1, size_t c2, size_t c3) : base_type(a), c1(c1), c2(c2), c3(c3) {
44  //Nothing else to init
45  }
46 
47  // Assignment functions
48 
53  template <same_dimensions<A> L>
54  void assign_to(L&& lhs) const {
55  inc_counter("temp:assign");
56 
57  auto& a = this->a();
58 
59  impl::standard::upsample_3d::template apply<>(smart_forward(a), lhs, c1, c2, c3);
60  }
61 
66  template <typename L>
67  void assign_add_to(L&& lhs) const {
68  std_add_evaluate(*this, lhs);
69  }
70 
75  template <typename L>
76  void assign_sub_to(L&& lhs) const {
77  std_sub_evaluate(*this, lhs);
78  }
79 
84  template <typename L>
85  void assign_mul_to(L&& lhs) const {
86  std_mul_evaluate(*this, lhs);
87  }
88 
93  template <typename L>
94  void assign_div_to(L&& lhs) const {
95  std_div_evaluate(*this, lhs);
96  }
97 
102  template <typename L>
103  void assign_mod_to(L&& lhs) const {
104  std_mod_evaluate(*this, lhs);
105  }
106 
113  friend std::ostream& operator<<(std::ostream& os, const dyn_upsample_3d_expr& expr) {
114  return os << "upsample3(" << expr._a << ")";
115  }
116 };
117 
122 template <typename A>
125  using sub_expr_t = std::decay_t<A>;
128 
129  static constexpr size_t D = sub_traits::dimensions();
130 
131  static constexpr bool is_etl = true;
132  static constexpr bool is_transformer = false;
133  static constexpr bool is_view = false;
134  static constexpr bool is_magic_view = false;
135  static constexpr bool is_fast = false;
136  static constexpr bool is_linear = false;
137  static constexpr bool is_thread_safe = true;
138  static constexpr bool is_value = false;
139  static constexpr bool is_direct = true;
140  static constexpr bool is_generator = false;
141  static constexpr bool is_padded = false;
142  static constexpr bool is_aligned = true;
143  static constexpr bool is_temporary = true;
144  static constexpr bool gpu_computable = is_gpu_t<value_type> && cuda_enabled;
145  static constexpr order storage_order = sub_traits::storage_order;
146 
152  template <vector_mode_t V>
153  static constexpr bool vectorizable = true;
154 
161  static size_t dim(const expr_t& e, size_t d) {
162  if (d == D - 3) {
163  return etl::dim(e._a, d) * e.c1;
164  } else if (d == D - 2) {
165  return etl::dim(e._a, d) * e.c2;
166  } else if (d == D - 1) {
167  return etl::dim(e._a, d) * e.c3;
168  } else {
169  return etl::dim(e._a, d);
170  }
171  }
172 
178  static size_t size(const expr_t& e) {
179  size_t acc = 1;
180  for (size_t i = 0; i < D; ++i) {
181  acc *= dim(e, i);
182  }
183  return acc;
184  }
185 
190  static constexpr size_t dimensions() {
191  return D;
192  }
193 
198  static constexpr int complexity() noexcept {
199  return -1;
200  }
201 };
202 
211 template <etl_expr E>
212 dyn_upsample_3d_expr<detail::build_type<E>> upsample_3d(E&& value, size_t c1, size_t c2, size_t c3) {
213  return dyn_upsample_3d_expr<detail::build_type<E>>{value, c1, c2, c3};
214 }
215 
216 } //end of namespace etl
void assign_add_to(L &&lhs) const
Add to the given left-hand-side expression.
Definition: dyn_upsample_3d_expr.hpp:67
value_t< A > value_type
The type of value of the expression.
Definition: dyn_upsample_3d_expr.hpp:22
std::add_lvalue_reference_t< A > a()
Returns the sub expression.
Definition: base_temporary_expr.hpp:489
static constexpr size_t dimensions()
Returns the number of dimensions of the expression.
Definition: dyn_upsample_3d_expr.hpp:190
std::decay_t< A > sub_expr_t
The sub expression type.
Definition: dyn_upsample_3d_expr.hpp:125
dyn_upsample_3d_expr(A a, size_t c1, size_t c2, size_t c3)
Construct a new expression.
Definition: dyn_upsample_3d_expr.hpp:43
const size_t c3
The pooling ratio for the third dimension.
Definition: dyn_upsample_3d_expr.hpp:37
value_t< A > value_type
The value type of the expression.
Definition: dyn_upsample_3d_expr.hpp:127
constexpr bool is_magic_view
Traits indicating if the given ETL type is a magic view expression.
Definition: traits.hpp:311
D D
The number of dimensions.
Definition: dyn_matrix_view.hpp:24
void assign_mod_to(L &&lhs) const
Modulo the given left-hand-side expression.
Definition: dyn_upsample_3d_expr.hpp:103
order
Storage order of a matrix.
Definition: order.hpp:15
constexpr bool cuda_enabled
Indicates if CUDA is available.
Definition: config.hpp:94
A _a
The sub expression reference.
Definition: base_temporary_expr.hpp:447
constexpr bool is_fast
Traits to test if the given ETL expresion type is fast (sizes known at compile-time) ...
Definition: traits.hpp:588
void assign_mul_to(L &&lhs) const
Multiply the given left-hand-side expression.
Definition: dyn_upsample_3d_expr.hpp:85
Traits to get information about ETL types.
Definition: tmp.hpp:68
Root namespace for the ETL library.
Definition: adapter.hpp:15
void assign_div_to(L &&lhs) const
Divide the given left-hand-side expression.
Definition: dyn_upsample_3d_expr.hpp:94
static constexpr size_t dimensions()
Return the number of dimensions of the expression.
Definition: traits_base.hpp:31
auto dim(E &&value, size_t i) -> detail::identity_helper< E, dim_view< detail::build_identity_type< E >, D >>
Return a view representing the ith Dth dimension.
Definition: view_expression_builder.hpp:25
static size_t dim(const expr_t &e, size_t d)
Returns the dth dimension of the expression.
Definition: dyn_upsample_3d_expr.hpp:161
static constexpr auto storage_order
The sub storage order.
Definition: dyn_upsample_3d_expr.hpp:27
dyn_upsample_3d_expr< detail::build_type< E > > upsample_3d(E &&value, size_t c1, size_t c2, size_t c3)
Upsample the given 3D matrix expression.
Definition: dyn_upsample_3d_expr.hpp:212
void std_mod_evaluate(Expr &&expr, Result &&result)
Compound modulo evaluation of the expr into result.
Definition: evaluator.hpp:1271
static constexpr bool gpu_computable
Indicates if the temporary expression can be directly evaluated using only GPU.
Definition: dyn_upsample_3d_expr.hpp:33
void std_mul_evaluate(Expr &&expr, Result &&result)
Compound multiply evaluation of the expr into result.
Definition: evaluator.hpp:1233
friend std::ostream & operator<<(std::ostream &os, const dyn_upsample_3d_expr &expr)
Print a representation of the expression on the given stream.
Definition: dyn_upsample_3d_expr.hpp:113
constexpr bool is_transformer
Traits indicating if the given ETL type is a transformer expression.
Definition: traits.hpp:297
void assign_sub_to(L &&lhs) const
Sub from the given left-hand-side expression.
Definition: dyn_upsample_3d_expr.hpp:76
constexpr bool is_view
Traits indicating if the given ETL type is a view expression.
Definition: traits.hpp:304
static constexpr int complexity() noexcept
Estimate the complexity of computation.
Definition: dyn_upsample_3d_expr.hpp:198
static size_t size(const expr_t &e)
Returns the size of the expression.
Definition: dyn_upsample_3d_expr.hpp:178
void std_sub_evaluate(Expr &&expr, Result &&result)
Compound subtract evaluation of the expr into result.
Definition: evaluator.hpp:1214
decltype(auto) smart_forward(E &expr)
Smart forwarding for a temporary expression.
Definition: helpers.hpp:323
Abstract base class for temporary unary expression.
Definition: base_temporary_expr.hpp:443
constexpr bool is_thread_safe
Traits to test if the given ETL expresion type is thread safe.
Definition: traits.hpp:687
void assign_to(L &&lhs) const
Assign to a matrix of the same storage order.
Definition: dyn_upsample_3d_expr.hpp:54
const size_t c1
The pooling ratio for the first dimension.
Definition: dyn_upsample_3d_expr.hpp:35
typename decay_traits< E >::value_type value_t
Traits to extract the value type out of an ETL type.
Definition: tmp.hpp:81
void std_div_evaluate(Expr &&expr, Result &&result)
Compound divide evaluation of the expr into result.
Definition: evaluator.hpp:1252
void inc_counter([[maybe_unused]] const char *name)
Increase the given counter.
Definition: counters.hpp:25
A transposition expression.
Definition: dyn_upsample_3d_expr.hpp:21
void std_add_evaluate(Expr &&expr, Result &&result)
Compound add evaluation of the expr into result.
Definition: evaluator.hpp:1195
const size_t c2
The pooling ratio for the second dimension.
Definition: dyn_upsample_3d_expr.hpp:36