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Sang-Hoon Parkaf1870b2020-12-08 18:50:56 +00001/*
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 */
24#ifndef SRC_CORE_NEON_KERNELS_ELEMENTWISE_UNARY_LIST_H
25#define SRC_CORE_NEON_KERNELS_ELEMENTWISE_UNARY_LIST_H
26
27#include "arm_compute/core/Types.h"
28#include "src/core/NEON/wrapper/intrinsics/intrinsics.h"
29
30namespace arm_compute
31{
32namespace cpu
33{
34template <typename ScalarType>
35inline ScalarType elementwise_op_scalar_imp(ElementWiseUnary op, const ScalarType &a)
36{
37 switch(op)
38 {
39 case ElementWiseUnary::RSQRT:
40 return 1 / sqrt(a);
41 case ElementWiseUnary::EXP:
42 return std::exp(a);
43 case ElementWiseUnary::NEG:
44 return -a;
45 case ElementWiseUnary::LOG:
46 return std::log(a);
47 case ElementWiseUnary::ABS:
48 return std::abs(a);
49 case ElementWiseUnary::ROUND:
50 return support::cpp11::nearbyint(a);
51 case ElementWiseUnary::SIN:
52 return std::sin(a);
53 default:
54 ARM_COMPUTE_ERROR("NOT_SUPPORTED!");
55 }
56}
57
58template <typename ScalarType, typename VectorType>
59inline VectorType elementwise_op_imp(ElementWiseUnary op, const VectorType &a)
60{
61 switch(op)
62 {
63 case ElementWiseUnary::RSQRT:
64 return wrapper::vinvsqrt(a);
65 case ElementWiseUnary::EXP:
66 return wrapper::vexpq(a);
67 case ElementWiseUnary::NEG:
68 return wrapper::vneg(a);
69 case ElementWiseUnary::LOG:
70 return wrapper::vlog(a);
71 case ElementWiseUnary::ABS:
72 return wrapper::vabs(a);
73 case ElementWiseUnary::ROUND:
74 return wrapper::vround(a);
75 case ElementWiseUnary::SIN:
76 return wrapper::vsin(a);
77 default:
78 ARM_COMPUTE_ERROR("NOT_SUPPORTED!");
79 }
80}
81
82template <typename ScalarType>
83void elementwise_op(const ITensor *in, ITensor *out, const Window &window, ElementWiseUnary op)
84{
85 const int window_step_x = 16 / sizeof(ScalarType);
86 const auto window_start_x = static_cast<int>(window.x().start());
87 const auto window_end_x = static_cast<int>(window.x().end());
88
89 Window win = window;
90 win.set(Window::DimX, Window::Dimension(0, 1, 1));
91
92 Iterator input(in, win);
93 Iterator output(out, win);
94
95 execute_window_loop(win, [&](const Coordinates &)
96 {
97 auto output_ptr = reinterpret_cast<ScalarType *>(output.ptr());
98 const auto input_ptr = reinterpret_cast<const ScalarType *>(input.ptr());
99
100 int x = window_start_x;
101 for(; x <= window_end_x - window_step_x; x += window_step_x)
102 {
103 wrapper::vstore(output_ptr + x, elementwise_op_imp<ScalarType>(op, wrapper::vloadq(input_ptr + x)));
104 }
105 for(; x < window_end_x; ++x)
106 {
107 *(output_ptr + x) = elementwise_op_scalar_imp(op, *(input_ptr + x));
108 }
109 },
110 input, output);
111}
112
113} // namespace cpu
114} // namespace arm_compute
115
116#endif // SRC_CORE_NEON_KERNELS_ELEMENTWISE_UNARY_LIST_H