Compute Library
 23.11
MutatorUtils.cpp
Go to the documentation of this file.
1 /*
2  * Copyright (c) 2021 Arm Limited.
3  *
4  * SPDX-License-Identifier: MIT
5  *
6  * Permission is hereby granted, free of charge, to any person obtaining a copy
7  * of this software and associated documentation files (the "Software"), to
8  * deal in the Software without restriction, including without limitation the
9  * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
10  * sell copies of the Software, and to permit persons to whom the Software is
11  * furnished to do so, subject to the following conditions:
12  *
13  * The above copyright notice and this permission notice shall be included in all
14  * copies or substantial portions of the Software.
15  *
16  * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
17  * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
18  * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
19  * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
20  * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
21  * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
22  * SOFTWARE.
23  */
25 
26 namespace arm_compute
27 {
28 namespace graph
29 {
30 bool is_padding_in_height_or_width(const DataLayout &layout, const PaddingList &padding_list)
31 {
32  if (layout == DataLayout::NCHW || layout == DataLayout::NHWC)
33  {
34  const unsigned int height_index = get_dimension_idx(layout, DataLayoutDimension::HEIGHT);
35  const unsigned int width_index = get_dimension_idx(layout, DataLayoutDimension::WIDTH);
36 
37  for (unsigned int i = 0; i < padding_list.size(); ++i)
38  {
39  if (i != height_index && i != width_index && padding_list[i] != PaddingInfo(0, 0))
40  {
41  // if the index is not either height or width, don't fuse
42  return false;
43  }
44  }
45 
46  return true;
47  }
48 
49  return false;
50 }
51 } // namespace graph
52 } // namespace arm_compute
arm_compute::DataLayout::NCHW
@ NCHW
Num samples, channels, height, width.
arm_compute::PaddingList
std::vector< PaddingInfo > PaddingList
List of padding information.
Definition: Types.h:402
arm_compute::DataLayout
DataLayout
[DataLayout enum definition]
Definition: CoreTypes.h:110
arm_compute::DataLayout::NHWC
@ NHWC
Num samples, height, width, channels.
arm_compute::DataLayoutDimension::WIDTH
@ WIDTH
width
arm_compute::graph::is_padding_in_height_or_width
bool is_padding_in_height_or_width(const DataLayout &layout, const PaddingList &padding_list)
Check if padding is in height and/or width dimensions.
Definition: MutatorUtils.cpp:30
arm_compute::DataLayoutDimension::HEIGHT
@ HEIGHT
height
MutatorUtils.h
arm_compute::graph::get_dimension_idx
size_t get_dimension_idx(DataLayout data_layout, const DataLayoutDimension data_layout_dimension)
Get index of a tensor's given dimension depending on its layout.
Definition: Utils.cpp:150
arm_compute
Copyright (c) 2017-2023 Arm Limited.
Definition: introduction.dox:24
arm_compute::PaddingInfo
std::pair< uint32_t, uint32_t > PaddingInfo
Padding information as a pair of unsigned int start/end.
Definition: Types.h:399