ONE - On-device Neural Engine
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FloatAddKernel.h
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1/*
2 * Copyright (c) 2023 Samsung Electronics Co., Ltd. All Rights Reserved
3 *
4 * Licensed under the Apache License, Version 2.0 (the "License");
5 * you may not use this file except in compliance with the License.
6 * You may obtain a copy of the License at
7 *
8 * http://www.apache.org/licenses/LICENSE-2.0
9 *
10 * Unless required by applicable law or agreed to in writing, software
11 * distributed under the License is distributed on an "AS IS" BASIS,
12 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
13 * See the License for the specific language governing permissions and
14 * limitations under the License.
15 */
16
17#ifndef LUCI_INTERPRETER_TEST_MODELS_ADD_KERNEL_FLOAT_H
18#define LUCI_INTERPRETER_TEST_MODELS_ADD_KERNEL_FLOAT_H
19
20#include "TestDataAddBase.h"
21
22namespace luci_interpreter
23{
24namespace test_kernel
25{
26namespace add_float_with_broadcasting
27{
28
29/*
30 * Add Kernel:
31 *
32 * Input_1(2, 5) Input_2(2, 1)
33 * \ /
34 * Add(with broadcast)
35 * |
36 * Output(2, 5)
37 */
38
40 0x18, 0x00, 0x00, 0x00, 0x43, 0x49, 0x52, 0x30, 0x00, 0x00, 0x0e, 0x00, 0x14, 0x00, 0x00, 0x00,
41 0x0c, 0x00, 0x08, 0x00, 0x10, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
42 0xc0, 0x00, 0x00, 0x00, 0x08, 0x02, 0x00, 0x00, 0x14, 0x02, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
43 0xac, 0x00, 0x00, 0x00, 0xa4, 0x00, 0x00, 0x00, 0x9c, 0x00, 0x00, 0x00, 0x94, 0x00, 0x00, 0x00,
44 0x74, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x9a, 0xff, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
45 0x58, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00,
46 0x08, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0c, 0x00,
47 0x08, 0x00, 0x07, 0x00, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x04, 0x00, 0x00, 0x00,
48 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00,
49 0x0a, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
50 0x06, 0x00, 0x00, 0x00, 0x32, 0x2e, 0x31, 0x31, 0x2e, 0x30, 0x00, 0x00, 0x00, 0x00, 0x06, 0x00,
51 0x08, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
52 0x31, 0x2e, 0x35, 0x2e, 0x30, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
53 0x9c, 0xfe, 0xff, 0xff, 0xa0, 0xfe, 0xff, 0xff, 0xa4, 0xfe, 0xff, 0xff, 0xa8, 0xfe, 0xff, 0xff,
54 0x01, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x18, 0x00, 0x14, 0x00,
55 0x10, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00,
56 0x1c, 0x00, 0x00, 0x00, 0x5c, 0x00, 0x00, 0x00, 0x60, 0x00, 0x00, 0x00, 0x68, 0x00, 0x00, 0x00,
57 0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
58 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x14, 0x00, 0x00, 0x00, 0x10, 0x00, 0x0c, 0x00,
59 0x07, 0x00, 0x08, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0b, 0x0c, 0x00, 0x00, 0x00,
60 0x0c, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x14, 0xff, 0xff, 0xff, 0x01, 0x00, 0x00, 0x00,
61 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
62 0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
63 0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x80, 0x00, 0x00, 0x00, 0x34, 0x00, 0x00, 0x00,
64 0x04, 0x00, 0x00, 0x00, 0x9a, 0xff, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
65 0x03, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x64, 0xff, 0xff, 0xff, 0x03, 0x00, 0x00, 0x00,
66 0x41, 0x64, 0x64, 0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00,
67 0xc6, 0xff, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
68 0x1c, 0x00, 0x00, 0x00, 0x90, 0xff, 0xff, 0xff, 0x0d, 0x00, 0x00, 0x00, 0x50, 0x6c, 0x61, 0x63,
69 0x65, 0x68, 0x6f, 0x6c, 0x64, 0x65, 0x72, 0x5f, 0x31, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
70 0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x14, 0x00, 0x10, 0x00,
71 0x00, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
72 0x10, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0xd8, 0xff, 0xff, 0xff,
73 0x0b, 0x00, 0x00, 0x00, 0x50, 0x6c, 0x61, 0x63, 0x65, 0x68, 0x6f, 0x6c, 0x64, 0x65, 0x72, 0x00,
74 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
75 0x08, 0x00, 0x00, 0x00, 0x04, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00,
76 0x4f, 0x4e, 0x45, 0x2d, 0x74, 0x66, 0x6c, 0x69, 0x74, 0x65, 0x32, 0x63, 0x69, 0x72, 0x63, 0x6c,
77 0x65, 0x00, 0x00, 0x00};
78
79const std::vector<float> input1_data = {11.547888, 16.922003, 23.412094, 7.1120033, -1.9457912,
80 26.603596, -13.668177, 16.682764, 21.436306, 11.578255};
81const std::vector<float> input2_data = {-18.080006, 4.956518};
82const std::vector<float> reference_output_data = {-6.532118, -1.1580029, 5.3320885, -10.968002,
83 -20.025797, 31.560114, -8.7116585, 21.639282,
84 26.392824, 16.534773};
85} // namespace add_float_with_broadcasting
86
87namespace add_float_no_broadcasting
88{
89/*
90 * Add Kernel:
91 *
92 * Input_1(2, 5) Input_2(2, 5)
93 * \ /
94 * Add(no broadcast)
95 * |
96 * Output(2, 5)
97 */
99 0x18, 0x00, 0x00, 0x00, 0x43, 0x49, 0x52, 0x30, 0x00, 0x00, 0x0e, 0x00, 0x14, 0x00, 0x00, 0x00,
100 0x0c, 0x00, 0x08, 0x00, 0x10, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
101 0xc0, 0x00, 0x00, 0x00, 0x08, 0x02, 0x00, 0x00, 0x14, 0x02, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
102 0xac, 0x00, 0x00, 0x00, 0xa4, 0x00, 0x00, 0x00, 0x9c, 0x00, 0x00, 0x00, 0x94, 0x00, 0x00, 0x00,
103 0x74, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x9a, 0xff, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
104 0x58, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00,
105 0x08, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0c, 0x00,
106 0x08, 0x00, 0x07, 0x00, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x04, 0x00, 0x00, 0x00,
107 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00,
108 0x0a, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
109 0x06, 0x00, 0x00, 0x00, 0x32, 0x2e, 0x31, 0x31, 0x2e, 0x30, 0x00, 0x00, 0x00, 0x00, 0x06, 0x00,
110 0x08, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
111 0x31, 0x2e, 0x35, 0x2e, 0x30, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
112 0x9c, 0xfe, 0xff, 0xff, 0xa0, 0xfe, 0xff, 0xff, 0xa4, 0xfe, 0xff, 0xff, 0xa8, 0xfe, 0xff, 0xff,
113 0x01, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x18, 0x00, 0x14, 0x00,
114 0x10, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00,
115 0x1c, 0x00, 0x00, 0x00, 0x5c, 0x00, 0x00, 0x00, 0x60, 0x00, 0x00, 0x00, 0x68, 0x00, 0x00, 0x00,
116 0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
117 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x14, 0x00, 0x00, 0x00, 0x10, 0x00, 0x0c, 0x00,
118 0x07, 0x00, 0x08, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0b, 0x0c, 0x00, 0x00, 0x00,
119 0x0c, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x14, 0xff, 0xff, 0xff, 0x01, 0x00, 0x00, 0x00,
120 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
121 0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
122 0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x80, 0x00, 0x00, 0x00, 0x34, 0x00, 0x00, 0x00,
123 0x04, 0x00, 0x00, 0x00, 0x9a, 0xff, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
124 0x03, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x64, 0xff, 0xff, 0xff, 0x03, 0x00, 0x00, 0x00,
125 0x41, 0x64, 0x64, 0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00,
126 0xc6, 0xff, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
127 0x1c, 0x00, 0x00, 0x00, 0x90, 0xff, 0xff, 0xff, 0x0d, 0x00, 0x00, 0x00, 0x50, 0x6c, 0x61, 0x63,
128 0x65, 0x68, 0x6f, 0x6c, 0x64, 0x65, 0x72, 0x5f, 0x31, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
129 0x02, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x14, 0x00, 0x10, 0x00,
130 0x00, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
131 0x10, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0xd8, 0xff, 0xff, 0xff,
132 0x0b, 0x00, 0x00, 0x00, 0x50, 0x6c, 0x61, 0x63, 0x65, 0x68, 0x6f, 0x6c, 0x64, 0x65, 0x72, 0x00,
133 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
134 0x08, 0x00, 0x00, 0x00, 0x04, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00,
135 0x4f, 0x4e, 0x45, 0x2d, 0x74, 0x66, 0x6c, 0x69, 0x74, 0x65, 0x32, 0x63, 0x69, 0x72, 0x63, 0x6c,
136 0x65, 0x00, 0x00, 0x00};
137
138std::vector<float> input1_data = {-18.994303, -21.966125, 13.298149, 14.595678, 14.874681,
139 -7.8676147, 18.542614, 12.96068, 17.352306, 1.6868477};
140std::vector<float> input2_data = {13.860439, 7.7335033, 8.465873, 6.483177, 12.05286,
141 -14.429752, 47.21386, -14.103956, 23.698446, 28.710766};
142std::vector<float> reference_output_data = {-5.1338634, -14.232622, 21.764023, 21.078856,
143 26.927542, -22.297367, 65.75647, -1.1432762,
144 41.05075, 30.397614};
145} // namespace add_float_no_broadcasting
146
172
173} // namespace test_kernel
174} // namespace luci_interpreter
175
176#endif // LUCI_INTERPRETER_TEST_MODELS_ADD_KERNEL_FLOAT_H