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
|
/*
* Copyright (c) 2019 Samsung Electronics Co., Ltd. All Rights Reserved
* Copyright (c) 2017-2019 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 "arm_compute/core/CPP/kernels/CPPUpsampleKernelEx.h"
#include "arm_compute/core/Error.h"
#include "arm_compute/core/Helpers.h"
#include "arm_compute/core/ITensor.h"
#include "arm_compute/core/TensorInfo.h"
#include "arm_compute/core/Types.h"
#include "arm_compute/core/Validate.h"
#include "arm_compute/core/utils/misc/ShapeCalculator.h"
#include <cstddef>
#include <cstdint>
namespace arm_compute
{
CPPUpsampleKernelEx::CPPUpsampleKernelEx() : _input(nullptr), _output(nullptr), _info() {}
bool CPPUpsampleKernelEx::is_parallelisable() const { return false; }
void CPPUpsampleKernelEx::configure(const ITensor *input, ITensor *output,
const PadStrideInfo &info)
{
ARM_COMPUTE_ERROR_ON_NULLPTR(input, output);
_input = input;
_output = output;
_info = info;
// Configure kernel window
Window win = calculate_max_window(*input->info(), Steps());
// The CPPUpsampleKernelEx doesn't need padding so update_window_and_padding() can be skipped
Coordinates coord;
coord.set_num_dimensions(output->info()->num_dimensions());
output->info()->set_valid_region(ValidRegion(coord, output->info()->tensor_shape()));
ICPPKernel::configure(win);
}
void CPPUpsampleKernelEx::run(const Window &window, const ThreadInfo &info)
{
ARM_COMPUTE_UNUSED(info);
ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this);
ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(ICPPKernel::window(), window);
// Initialize _scaled_output buffer
const int width_scaled = _output->info()->dimension(0);
const int height_scaled = _output->info()->dimension(1);
const int stride_x = _info.stride().first;
const int stride_y = _info.stride().second;
const int start_x = _info.pad_left();
const int start_y = _info.pad_top();
const int end_y = height_scaled - _info.pad_bottom();
const int end_x = width_scaled - _info.pad_top();
const size_t element_size = _input->info()->element_size();
// The fill value is normally 0, but for QASYMM8 the '0' corresponds to the offset
const uint8_t fill_value =
_output->info()->data_type() == DataType::QASYMM8
? utility::clamp<uint8_t>(_output->info()->quantization_info().offset)
: 0;
// Filling a value different than 0 works only for QASYMM8 datatype since we are filling 1byte
// values in a buffer of uint8_ts
std::fill_n(_output->buffer(), _output->info()->total_size(), fill_value);
// Create window
Window window_out(window);
window_out.set(Window::DimX, Window::Dimension(start_x, end_x, stride_x));
window_out.set(Window::DimY, Window::Dimension(start_y, end_y, stride_y));
// Create iterators
Iterator in(_input, window);
Iterator out(_output, window_out);
execute_window_loop(
window, [&](const Coordinates &) { memcpy(out.ptr(), in.ptr(), element_size); }, in, out);
}
} // namespace arm_compute
|
