ONE - On-device Neural Engine
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FloatLessKernel.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_LESS_KERNEL_FLOAT_H
18#define LUCI_INTERPRETER_TEST_MODELS_LESS_KERNEL_FLOAT_H
19
20#include "TestDataLessBase.h"
21
22namespace luci_interpreter
23{
24namespace test_kernel
25{
26
27namespace neg_less_float_with_no_broadcasting
28{
29
30/*
31 * Less Kernel with input type mismatch
32 *
33 * Input_1(1, 4, 4, 3) Input_2(1, 4, 4, 3)
34 * \ /
35 * Less(no broadcast)
36 * |
37 * Output(1, 4, 4, 3)
38 */
39
40const unsigned char test_kernel_model_circle[] = {
41 0x18, 0x00, 0x00, 0x00, 0x43, 0x49, 0x52, 0x30, 0x00, 0x00, 0x0e, 0x00, 0x14, 0x00, 0x00, 0x00,
42 0x0c, 0x00, 0x08, 0x00, 0x10, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
43 0x30, 0x00, 0x00, 0x00, 0x80, 0x01, 0x00, 0x00, 0x9c, 0x01, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
44 0x1c, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
45 0x88, 0xff, 0xff, 0xff, 0x8c, 0xff, 0xff, 0xff, 0x90, 0xff, 0xff, 0xff, 0x94, 0xff, 0xff, 0xff,
46 0x01, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x18, 0x00, 0x14, 0x00,
47 0x10, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00,
48 0x1c, 0x00, 0x00, 0x00, 0x60, 0x00, 0x00, 0x00, 0x64, 0x00, 0x00, 0x00, 0x6c, 0x00, 0x00, 0x00,
49 0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
50 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x14, 0x00, 0x00, 0x00, 0x10, 0x00, 0x0c, 0x00,
51 0x07, 0x00, 0x08, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x29, 0x10, 0x00, 0x00, 0x00,
52 0x10, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x04, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00,
53 0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
54 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
55 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x84, 0x00, 0x00, 0x00,
56 0x44, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x94, 0xff, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00,
57 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x06, 0x0c, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
58 0x6f, 0x66, 0x6d, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
59 0x04, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x00, 0x00,
60 0x08, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
61 0x10, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x69, 0x66, 0x6d, 0x32, 0x00, 0x00, 0x00, 0x00,
62 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
63 0x03, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x14, 0x00, 0x10, 0x00, 0x0f, 0x00, 0x08, 0x00, 0x04, 0x00,
64 0x0c, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x07,
65 0x10, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x69, 0x66, 0x6d, 0x31, 0x00, 0x00, 0x00, 0x00,
66 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
67 0x03, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x0c, 0x00,
68 0x0b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x3a, 0x00, 0x00, 0x00,
69 0x00, 0x00, 0x00, 0x3a, 0x11, 0x00, 0x00, 0x00, 0x4f, 0x4e, 0x45, 0x2d, 0x74, 0x66, 0x6c, 0x69,
70 0x74, 0x65, 0x32, 0x63, 0x69, 0x72, 0x63, 0x6c, 0x65, 0x00, 0x00, 0x00};
71
72const std::vector<float> input1_data = {};
73
74const std::vector<float> input2_data = {};
75
76const std::vector<bool> reference_output_data = {};
77
78} // namespace neg_less_float_with_no_broadcasting
79
80namespace less_float_with_no_broadcasting
81{
82
83/*
84 * Less Kernel:
85 *
86 * Input_1(1, 4, 4, 3) Input_2(1, 4, 4, 3)
87 * \ /
88 * Less(no broadcast)
89 * |
90 * Output(1, 4, 4, 3)
91 */
92
93const unsigned char test_kernel_model_circle[] = {
94 0x18, 0x00, 0x00, 0x00, 0x43, 0x49, 0x52, 0x30, 0x00, 0x00, 0x0e, 0x00, 0x14, 0x00, 0x00, 0x00,
95 0x0c, 0x00, 0x08, 0x00, 0x10, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
96 0x30, 0x00, 0x00, 0x00, 0x7c, 0x01, 0x00, 0x00, 0x98, 0x01, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
97 0x1c, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
98 0x88, 0xff, 0xff, 0xff, 0x8c, 0xff, 0xff, 0xff, 0x90, 0xff, 0xff, 0xff, 0x94, 0xff, 0xff, 0xff,
99 0x01, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x18, 0x00, 0x14, 0x00,
100 0x10, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00,
101 0x1c, 0x00, 0x00, 0x00, 0x60, 0x00, 0x00, 0x00, 0x64, 0x00, 0x00, 0x00, 0x6c, 0x00, 0x00, 0x00,
102 0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
103 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x14, 0x00, 0x00, 0x00, 0x10, 0x00, 0x0c, 0x00,
104 0x07, 0x00, 0x08, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x29, 0x10, 0x00, 0x00, 0x00,
105 0x10, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x04, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00,
106 0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
107 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
108 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x84, 0x00, 0x00, 0x00,
109 0x44, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x14, 0x00, 0x10, 0x00, 0x0f, 0x00,
110 0x08, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
111 0x00, 0x00, 0x00, 0x06, 0x0c, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x6f, 0x66, 0x6d, 0x00,
112 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
113 0x03, 0x00, 0x00, 0x00, 0xd0, 0xff, 0xff, 0xff, 0x0c, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
114 0x10, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x69, 0x66, 0x6d, 0x32, 0x00, 0x00, 0x00, 0x00,
115 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
116 0x03, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00,
117 0x0c, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
118 0x04, 0x00, 0x00, 0x00, 0x69, 0x66, 0x6d, 0x31, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
119 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
120 0x01, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x0c, 0x00, 0x0b, 0x00, 0x00, 0x00,
121 0x00, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x3a, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x3a,
122 0x11, 0x00, 0x00, 0x00, 0x4f, 0x4e, 0x45, 0x2d, 0x74, 0x66, 0x6c, 0x69, 0x74, 0x65, 0x32, 0x63,
123 0x69, 0x72, 0x63, 0x6c, 0x65, 0x00, 0x00, 0x00};
124
125const std::vector<float> input1_data = {
126 -17.109156, -14.220402, 0.6967888, 8.5724945, -9.638723, -15.630436, 5.7072678, -28.719913,
127 26.073956, 28.855093, -15.886295, -11.779518, 7.330929, -0.13710785, 15.124775, 9.482744,
128 1.2159233, -11.10869, -7.9041195, 32.05063, 1.4171028, -9.373051, -3.7985916, -0.6265869,
129 1.1357956, 1.3873901, -6.6756783, 7.348675, -3.1261578, 13.6670475, 13.453075, 2.7914486,
130 24.654053, 23.756575, 3.0251846, -6.2888947, 15.202778, -6.0607758, 1.6703491, -18.499111,
131 10.935091, 1.846302, -16.904373, 0.9744568, -1.1621361, -2.4073143, 4.1701775, 4.268633};
132
133const std::vector<float> input2_data = {
134 14.16371, -9.996677, 23.359705, -5.8362885, 8.50577, 3.890133, 26.986832, 11.293919,
135 -7.2040367, -5.077221, -11.096642, 20.064266, 20.187872, -2.297474, 19.889074, -24.76117,
136 -9.60951, 25.72523, 22.055315, 20.373281, -4.083912, -1.6361217, -4.452694, 22.31394,
137 1.7857666, -3.4938774, -0.95575714, -6.792, 24.483788, 14.758501, 8.167406, -13.673744,
138 1.8645649, -5.4475937, 11.297581, 38.236015, -4.01342, 26.875057, 0.6700249, 39.450253,
139 -11.167023, 13.393299, -0.7329292, 10.980518, -3.8029938, -16.393318, 5.341381, -40.322437};
140
141const std::vector<bool> reference_output_data = {
142 true, true, true, false, true, true, true, true, false, false, true, true,
143 true, false, true, false, false, true, true, false, false, true, false, true,
144 true, false, true, false, true, true, false, false, false, false, true, true,
145 false, true, false, true, false, true, true, true, false, false, true, false};
146
147} // namespace less_float_with_no_broadcasting
148
149namespace less_float_with_broadcasting
150{
151
152/*
153 * Less Kernel:
154 *
155 * Input_1(2, 5) Input_2(1, 5)
156 * \ /
157 * Less(with broadcast)
158 * |
159 * Output(2, 5)
160 */
161
162const unsigned char test_kernel_model_circle[] = {
163 0x18, 0x00, 0x00, 0x00, 0x43, 0x49, 0x52, 0x30, 0x00, 0x00, 0x0e, 0x00, 0x14, 0x00, 0x00, 0x00,
164 0x0c, 0x00, 0x08, 0x00, 0x10, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
165 0xc0, 0x00, 0x00, 0x00, 0x14, 0x02, 0x00, 0x00, 0x30, 0x02, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
166 0xac, 0x00, 0x00, 0x00, 0xa4, 0x00, 0x00, 0x00, 0x9c, 0x00, 0x00, 0x00, 0x94, 0x00, 0x00, 0x00,
167 0x74, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x9a, 0xff, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
168 0x58, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00,
169 0x08, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0c, 0x00,
170 0x08, 0x00, 0x07, 0x00, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x04, 0x00, 0x00, 0x00,
171 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00,
172 0x0a, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
173 0x06, 0x00, 0x00, 0x00, 0x32, 0x2e, 0x31, 0x31, 0x2e, 0x30, 0x00, 0x00, 0x00, 0x00, 0x06, 0x00,
174 0x08, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
175 0x31, 0x2e, 0x31, 0x34, 0x2e, 0x30, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
176 0xbc, 0xfe, 0xff, 0xff, 0xc0, 0xfe, 0xff, 0xff, 0xc4, 0xfe, 0xff, 0xff, 0xc8, 0xfe, 0xff, 0xff,
177 0x01, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x18, 0x00, 0x14, 0x00,
178 0x10, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00,
179 0x1c, 0x00, 0x00, 0x00, 0x4c, 0x00, 0x00, 0x00, 0x50, 0x00, 0x00, 0x00, 0x58, 0x00, 0x00, 0x00,
180 0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
181 0x10, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00,
182 0x0a, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
183 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
184 0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
185 0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x98, 0x00, 0x00, 0x00, 0x4c, 0x00, 0x00, 0x00,
186 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x18, 0x00, 0x14, 0x00, 0x13, 0x00, 0x0c, 0x00,
187 0x08, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00,
188 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x06, 0x14, 0x00, 0x00, 0x00, 0x88, 0xff, 0xff, 0xff,
189 0x04, 0x00, 0x00, 0x00, 0x4c, 0x65, 0x73, 0x73, 0x00, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
190 0x02, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0xc6, 0xff, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00,
191 0x10, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0xb8, 0xff, 0xff, 0xff,
192 0x0d, 0x00, 0x00, 0x00, 0x50, 0x6c, 0x61, 0x63, 0x65, 0x68, 0x6f, 0x6c, 0x64, 0x65, 0x72, 0x5f,
193 0x31, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00,
194 0x00, 0x00, 0x0e, 0x00, 0x14, 0x00, 0x10, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00,
195 0x0e, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
196 0x1c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00,
197 0x50, 0x6c, 0x61, 0x63, 0x65, 0x68, 0x6f, 0x6c, 0x64, 0x65, 0x72, 0x00, 0x02, 0x00, 0x00, 0x00,
198 0x02, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
199 0x0c, 0x00, 0x0c, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00,
200 0x3a, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x3a, 0x11, 0x00, 0x00, 0x00, 0x4f, 0x4e, 0x45, 0x2d,
201 0x74, 0x66, 0x6c, 0x69, 0x74, 0x65, 0x32, 0x63, 0x69, 0x72, 0x63, 0x6c, 0x65, 0x00, 0x00, 0x00};
202
203const std::vector<float> input1_data = {11.259954, 0.61867523, -7.2976017, 16.326784, -1.7243233,
204 -9.790066, -2.8924255, -1.1683407, -7.3359947, 22.979622};
205
206const std::vector<float> input2_data = {0.67757416, 10.977215, 6.6511993, -7.3085804, 8.511749};
207
208const std::vector<bool> reference_output_data = {false, true, true, false, true,
209 true, true, true, true, false};
210
211} // namespace less_float_with_broadcasting
212
213namespace neg_less_float_with_broadcasting
214{
215
216/*
217 * Less Kernel with input type mismatch:
218 *
219 * Input_1(2, 5) Input_2(1, 5)
220 * \ /
221 * Less(with broadcast)
222 * |
223 * Output(2, 5)
224 */
225
226const unsigned char test_kernel_model_circle[] = {
227 0x18, 0x00, 0x00, 0x00, 0x43, 0x49, 0x52, 0x30, 0x00, 0x00, 0x0e, 0x00, 0x14, 0x00, 0x00, 0x00,
228 0x0c, 0x00, 0x08, 0x00, 0x10, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
229 0x30, 0x00, 0x00, 0x00, 0x68, 0x01, 0x00, 0x00, 0x84, 0x01, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
230 0x1c, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
231 0x88, 0xff, 0xff, 0xff, 0x8c, 0xff, 0xff, 0xff, 0x90, 0xff, 0xff, 0xff, 0x94, 0xff, 0xff, 0xff,
232 0x01, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x18, 0x00, 0x14, 0x00,
233 0x10, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00,
234 0x1c, 0x00, 0x00, 0x00, 0x60, 0x00, 0x00, 0x00, 0x64, 0x00, 0x00, 0x00, 0x6c, 0x00, 0x00, 0x00,
235 0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
236 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x14, 0x00, 0x00, 0x00, 0x10, 0x00, 0x0c, 0x00,
237 0x07, 0x00, 0x08, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x29, 0x10, 0x00, 0x00, 0x00,
238 0x10, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x04, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00,
239 0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
240 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
241 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x74, 0x00, 0x00, 0x00,
242 0x3c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0xa4, 0xff, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00,
243 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x06, 0x0c, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
244 0x6f, 0x66, 0x6d, 0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00,
245 0x0c, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00,
246 0x0c, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
247 0x69, 0x66, 0x6d, 0x32, 0x00, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
248 0x05, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x14, 0x00, 0x10, 0x00, 0x0f, 0x00, 0x08, 0x00, 0x04, 0x00,
249 0x0c, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x07,
250 0x10, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x69, 0x66, 0x6d, 0x31, 0x00, 0x00, 0x00, 0x00,
251 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
252 0x10, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x0c, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00,
253 0x0c, 0x00, 0x00, 0x00, 0x3a, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x3a, 0x11, 0x00, 0x00, 0x00,
254 0x4f, 0x4e, 0x45, 0x2d, 0x74, 0x66, 0x6c, 0x69, 0x74, 0x65, 0x32, 0x63, 0x69, 0x72, 0x63, 0x6c,
255 0x65, 0x00, 0x00, 0x00};
256
257const std::vector<float> input1_data = {};
258
259const std::vector<float> input2_data = {};
260
261const std::vector<bool> reference_output_data = {};
262
263} // namespace neg_less_float_with_broadcasting
264
265class TestDataFloatLess : public TestDataLessBase<float, bool>
266{
267public:
268 explicit TestDataFloatLess(bool is_with_broadcast, bool is_neg)
269 : TestDataLessBase<float, bool>(is_with_broadcast)
270 {
271 if (not is_with_broadcast)
272 {
273 if (is_neg)
274 {
275 _input1_data = neg_less_float_with_no_broadcasting::input1_data;
276 _input2_data = neg_less_float_with_no_broadcasting::input2_data;
277 _reference_output_data = neg_less_float_with_no_broadcasting::reference_output_data;
278 _test_kernel_model_circle = neg_less_float_with_no_broadcasting::test_kernel_model_circle;
279 }
280 else
281 {
282 _input1_data = less_float_with_no_broadcasting::input1_data;
283 _input2_data = less_float_with_no_broadcasting::input2_data;
284 _reference_output_data = less_float_with_no_broadcasting::reference_output_data;
285 _test_kernel_model_circle = less_float_with_no_broadcasting::test_kernel_model_circle;
286 }
287 }
288 else
289 {
290 if (is_neg)
291 {
292 _input1_data = neg_less_float_with_broadcasting::input1_data;
293 _input2_data = neg_less_float_with_broadcasting::input2_data;
294 _reference_output_data = neg_less_float_with_broadcasting::reference_output_data;
295 _test_kernel_model_circle = neg_less_float_with_broadcasting::test_kernel_model_circle;
296 }
297 else
298 {
299 _input1_data = less_float_with_broadcasting::input1_data;
300 _input2_data = less_float_with_broadcasting::input2_data;
301 _reference_output_data = less_float_with_broadcasting::reference_output_data;
302 _test_kernel_model_circle = less_float_with_broadcasting::test_kernel_model_circle;
303 }
304 }
305 }
306
307 ~TestDataFloatLess() override = default;
308};
309
310} // namespace test_kernel
311} // namespace luci_interpreter
312
313#endif // LUCI_INTERPRETER_TEST_MODELS_LESS_KERNEL_FLOAT_H
luci_interpreter::test_kernel::TestDataFloatLess
Definition FloatLessKernel.h:266
luci_interpreter::test_kernel::TestDataFloatLess::TestDataFloatLess
TestDataFloatLess(bool is_with_broadcast, bool is_neg)
Definition FloatLessKernel.h:268
luci_interpreter::test_kernel::TestDataFloatLess::~TestDataFloatLess
~TestDataFloatLess() override=default
luci_interpreter::test_kernel::TestDataLessBase
Definition TestDataLessBase.h:28
luci_interpreter::test_kernel::TestDataLessBase< float, bool >::_input1_data
std::vector< float > _input1_data
Definition TestDataLessBase.h:59
luci_interpreter::test_kernel::TestDataLessBase< float, bool >::_reference_output_data
std::vector< bool > _reference_output_data
Definition TestDataLessBase.h:61
luci_interpreter::test_kernel::TestDataLessBase< float, bool >::_input2_data
std::vector< float > _input2_data
Definition TestDataLessBase.h:60
luci_interpreter::test_kernel::TestDataLessBase< float, bool >::_test_kernel_model_circle
const unsigned char * _test_kernel_model_circle
Definition TestDataLessBase.h:62
luci_interpreter::test_kernel::less_float_with_broadcasting::test_kernel_model_circle
const unsigned char test_kernel_model_circle[]
Definition FloatLessKernel.h:162
luci_interpreter::test_kernel::less_float_with_broadcasting::input2_data
const std::vector< float > input2_data
Definition FloatLessKernel.h:206
luci_interpreter::test_kernel::less_float_with_broadcasting::reference_output_data
const std::vector< bool > reference_output_data
Definition FloatLessKernel.h:208
luci_interpreter::test_kernel::less_float_with_broadcasting::input1_data
const std::vector< float > input1_data
Definition FloatLessKernel.h:203
luci_interpreter::test_kernel::less_float_with_no_broadcasting::test_kernel_model_circle
const unsigned char test_kernel_model_circle[]
Definition FloatLessKernel.h:93
luci_interpreter::test_kernel::less_float_with_no_broadcasting::reference_output_data
const std::vector< bool > reference_output_data
Definition FloatLessKernel.h:141
luci_interpreter::test_kernel::less_float_with_no_broadcasting::input2_data
const std::vector< float > input2_data
Definition FloatLessKernel.h:133
luci_interpreter::test_kernel::less_float_with_no_broadcasting::input1_data
const std::vector< float > input1_data
Definition FloatLessKernel.h:125
luci_interpreter::test_kernel::neg_less_float_with_broadcasting::input2_data
const std::vector< float > input2_data
Definition FloatLessKernel.h:259
luci_interpreter::test_kernel::neg_less_float_with_broadcasting::input1_data
const std::vector< float > input1_data
Definition FloatLessKernel.h:257
luci_interpreter::test_kernel::neg_less_float_with_broadcasting::test_kernel_model_circle
const unsigned char test_kernel_model_circle[]
Definition FloatLessKernel.h:226
luci_interpreter::test_kernel::neg_less_float_with_broadcasting::reference_output_data
const std::vector< bool > reference_output_data
Definition FloatLessKernel.h:261
luci_interpreter::test_kernel::neg_less_float_with_no_broadcasting::test_kernel_model_circle
const unsigned char test_kernel_model_circle[]
Definition FloatLessKernel.h:40
luci_interpreter::test_kernel::neg_less_float_with_no_broadcasting::input1_data
const std::vector< float > input1_data
Definition FloatLessKernel.h:72
luci_interpreter::test_kernel::neg_less_float_with_no_broadcasting::reference_output_data
const std::vector< bool > reference_output_data
Definition FloatLessKernel.h:76
luci_interpreter::test_kernel::neg_less_float_with_no_broadcasting::input2_data
const std::vector< float > input2_data
Definition FloatLessKernel.h:74
luci_interpreter
Definition BuddyMemoryManager.h:22
TestDataLessBase.h