aboutsummaryrefslogtreecommitdiff
path: root/src/core/utils/ScaleUtils.cpp
blob: bf059f7df29edf5f5f6a6f900638d9650e03cd4a (plain)
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
/*
 * Copyright (c) 2020 Arm Limited.
 *
 * SPDX-License-Identifier: MIT
 *
 * Permission is hereby granted, free of charge, to any person obtaining a copy
 * of this software and associated documentation files (the "Software"), to
 * deal in the Software without restriction, including without limitation the
 * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
 * sell copies of the Software, and to permit persons to whom the Software is
 * furnished to do so, subject to the following conditions:
 *
 * The above copyright notice and this permission notice shall be included in all
 * copies or substantial portions of the Software.
 *
 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
 * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
 * SOFTWARE.
 */
#include "src/core/utils/ScaleUtils.h"
#include "arm_compute/core/Helpers.h"

float arm_compute::scale_utils::calculate_resize_ratio(size_t input_size, size_t output_size, bool align_corners)
{
    const size_t offset = align_corners ? 1 : 0;
    const auto   in     = input_size - offset;
    const auto   out    = output_size - offset;

    ARM_COMPUTE_ERROR_ON((input_size == 0 || output_size == 0) && offset == 1);
    ARM_COMPUTE_ERROR_ON(out == 0);

    return static_cast<float>(in) / static_cast<float>(out);
}

bool arm_compute::scale_utils::is_align_corners_allowed_output_shape(const TensorShape &output_shape, DataLayout layout)
{
    const size_t idx_width  = get_data_layout_dimension_index(layout, DataLayoutDimension::WIDTH);
    const size_t idx_height = get_data_layout_dimension_index(layout, DataLayoutDimension::HEIGHT);
    return (output_shape[idx_width] > 1) && (output_shape[idx_height] > 1);
}