1 // Generated from svdf.mod.py
2 // DO NOT EDIT
3 // clang-format off
4 #include "TestHarness.h"
5 using namespace test_helper;
6
7 namespace generated_tests::svdf {
8
get_test_model()9 const TestModel& get_test_model() {
10 static TestModel model = {
11 .expectFailure = false,
12 .expectedMultinomialDistributionTolerance = 0,
13 .isRelaxed = false,
14 .main = {
15 .inputIndexes = {0, 1, 2, 3, 4},
16 .operands = {{ // input
17 .channelQuant = {},
18 .data = TestBuffer::createFromVector<float>({0.12609188f, -0.46347019f, -0.89598465f, 0.12609188f, -0.46347019f, -0.89598465f}),
19 .dimensions = {2, 3},
20 .isIgnored = false,
21 .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
22 .numberOfConsumers = 1,
23 .scale = 0.0f,
24 .type = TestOperandType::TENSOR_FLOAT32,
25 .zeroPoint = 0
26 }, { // weights_feature
27 .channelQuant = {},
28 .data = TestBuffer::createFromVector<float>({-0.31930989f, -0.36118156f, 0.0079667f, 0.37613347f, 0.22197971f, 0.12416199f, 0.27901134f, 0.27557442f, 0.3905206f, -0.36137494f, -0.06634006f, -0.10640851f}),
29 .dimensions = {4, 3},
30 .isIgnored = false,
31 .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
32 .numberOfConsumers = 1,
33 .scale = 0.0f,
34 .type = TestOperandType::TENSOR_FLOAT32,
35 .zeroPoint = 0
36 }, { // weights_time
37 .channelQuant = {},
38 .data = TestBuffer::createFromVector<float>({-0.31930989f, 0.37613347f, 0.27901134f, -0.36137494f, -0.36118156f, 0.22197971f, 0.27557442f, -0.06634006f, 0.0079667f, 0.12416199f, 0.3905206f, -0.10640851f, -0.0976817f, 0.15294972f, 0.39635518f, -0.02702999f, 0.39296314f, 0.15785322f, 0.21931258f, 0.31053296f, -0.36916667f, 0.38031587f, -0.21580373f, 0.27072677f, 0.23622236f, 0.34936687f, 0.18174365f, 0.35907319f, -0.17493086f, 0.324846f, -0.10781813f, 0.27201805f, 0.14324132f, -0.23681851f, -0.27115166f, -0.01580888f, -0.14943552f, 0.15465137f, 0.09784451f, -0.0337657f}),
39 .dimensions = {4, 10},
40 .isIgnored = false,
41 .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
42 .numberOfConsumers = 1,
43 .scale = 0.0f,
44 .type = TestOperandType::TENSOR_FLOAT32,
45 .zeroPoint = 0
46 }, { // bias
47 .channelQuant = {},
48 .data = TestBuffer::createFromVector<float>({}),
49 .dimensions = {4},
50 .isIgnored = false,
51 .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
52 .numberOfConsumers = 1,
53 .scale = 0.0f,
54 .type = TestOperandType::TENSOR_FLOAT32,
55 .zeroPoint = 0
56 }, { // state_in
57 .channelQuant = {},
58 .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}),
59 .dimensions = {2, 40},
60 .isIgnored = false,
61 .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
62 .numberOfConsumers = 1,
63 .scale = 0.0f,
64 .type = TestOperandType::TENSOR_FLOAT32,
65 .zeroPoint = 0
66 }, { // rank_param
67 .channelQuant = {},
68 .data = TestBuffer::createFromVector<int32_t>({1}),
69 .dimensions = {},
70 .isIgnored = false,
71 .lifetime = TestOperandLifeTime::CONSTANT_COPY,
72 .numberOfConsumers = 1,
73 .scale = 0.0f,
74 .type = TestOperandType::INT32,
75 .zeroPoint = 0
76 }, { // activation_param
77 .channelQuant = {},
78 .data = TestBuffer::createFromVector<int32_t>({0}),
79 .dimensions = {},
80 .isIgnored = false,
81 .lifetime = TestOperandLifeTime::CONSTANT_COPY,
82 .numberOfConsumers = 1,
83 .scale = 0.0f,
84 .type = TestOperandType::INT32,
85 .zeroPoint = 0
86 }, { // state_out
87 .channelQuant = {},
88 .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}),
89 .dimensions = {2, 40},
90 .isIgnored = true,
91 .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
92 .numberOfConsumers = 0,
93 .scale = 0.0f,
94 .type = TestOperandType::TENSOR_FLOAT32,
95 .zeroPoint = 0
96 }, { // output
97 .channelQuant = {},
98 .data = TestBuffer::createFromVector<float>({0.014899f, -0.0517661f, -0.143725f, -0.00271883f, 0.014899f, -0.0517661f, -0.143725f, -0.00271883f}),
99 .dimensions = {2, 4},
100 .isIgnored = false,
101 .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
102 .numberOfConsumers = 0,
103 .scale = 0.0f,
104 .type = TestOperandType::TENSOR_FLOAT32,
105 .zeroPoint = 0
106 }},
107 .operations = {{
108 .inputs = {0, 1, 2, 3, 4, 5, 6},
109 .outputs = {7, 8},
110 .type = TestOperationType::SVDF
111 }},
112 .outputIndexes = {7, 8}
113 },
114 .minSupportedVersion = TestHalVersion::V1_0,
115 .referenced = {}
116 };
117 return model;
118 }
119
120 const auto dummy_test_model = TestModelManager::get().add("svdf", get_test_model());
121
122 } // namespace generated_tests::svdf
123
124 namespace generated_tests::svdf {
125
get_test_model_all_inputs_as_internal()126 const TestModel& get_test_model_all_inputs_as_internal() {
127 static TestModel model = {
128 .expectFailure = false,
129 .expectedMultinomialDistributionTolerance = 0,
130 .isRelaxed = false,
131 .main = {
132 .inputIndexes = {3, 9, 12, 15, 18},
133 .operands = {{ // input
134 .channelQuant = {},
135 .data = TestBuffer::createFromVector<float>({}),
136 .dimensions = {2, 3},
137 .isIgnored = false,
138 .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
139 .numberOfConsumers = 1,
140 .scale = 0.0f,
141 .type = TestOperandType::TENSOR_FLOAT32,
142 .zeroPoint = 0
143 }, { // weights_feature
144 .channelQuant = {},
145 .data = TestBuffer::createFromVector<float>({}),
146 .dimensions = {4, 3},
147 .isIgnored = false,
148 .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
149 .numberOfConsumers = 1,
150 .scale = 0.0f,
151 .type = TestOperandType::TENSOR_FLOAT32,
152 .zeroPoint = 0
153 }, { // weights_time
154 .channelQuant = {},
155 .data = TestBuffer::createFromVector<float>({}),
156 .dimensions = {4, 10},
157 .isIgnored = false,
158 .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
159 .numberOfConsumers = 1,
160 .scale = 0.0f,
161 .type = TestOperandType::TENSOR_FLOAT32,
162 .zeroPoint = 0
163 }, { // bias
164 .channelQuant = {},
165 .data = TestBuffer::createFromVector<float>({}),
166 .dimensions = {4},
167 .isIgnored = false,
168 .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
169 .numberOfConsumers = 1,
170 .scale = 0.0f,
171 .type = TestOperandType::TENSOR_FLOAT32,
172 .zeroPoint = 0
173 }, { // state_in
174 .channelQuant = {},
175 .data = TestBuffer::createFromVector<float>({}),
176 .dimensions = {2, 40},
177 .isIgnored = false,
178 .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
179 .numberOfConsumers = 1,
180 .scale = 0.0f,
181 .type = TestOperandType::TENSOR_FLOAT32,
182 .zeroPoint = 0
183 }, { // rank_param
184 .channelQuant = {},
185 .data = TestBuffer::createFromVector<int32_t>({1}),
186 .dimensions = {},
187 .isIgnored = false,
188 .lifetime = TestOperandLifeTime::CONSTANT_COPY,
189 .numberOfConsumers = 1,
190 .scale = 0.0f,
191 .type = TestOperandType::INT32,
192 .zeroPoint = 0
193 }, { // activation_param
194 .channelQuant = {},
195 .data = TestBuffer::createFromVector<int32_t>({0}),
196 .dimensions = {},
197 .isIgnored = false,
198 .lifetime = TestOperandLifeTime::CONSTANT_COPY,
199 .numberOfConsumers = 1,
200 .scale = 0.0f,
201 .type = TestOperandType::INT32,
202 .zeroPoint = 0
203 }, { // state_out
204 .channelQuant = {},
205 .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}),
206 .dimensions = {2, 40},
207 .isIgnored = true,
208 .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
209 .numberOfConsumers = 0,
210 .scale = 0.0f,
211 .type = TestOperandType::TENSOR_FLOAT32,
212 .zeroPoint = 0
213 }, { // output
214 .channelQuant = {},
215 .data = TestBuffer::createFromVector<float>({0.014899f, -0.0517661f, -0.143725f, -0.00271883f, 0.014899f, -0.0517661f, -0.143725f, -0.00271883f}),
216 .dimensions = {2, 4},
217 .isIgnored = false,
218 .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
219 .numberOfConsumers = 0,
220 .scale = 0.0f,
221 .type = TestOperandType::TENSOR_FLOAT32,
222 .zeroPoint = 0
223 }, { // input_new
224 .channelQuant = {},
225 .data = TestBuffer::createFromVector<float>({0.12609188f, -0.46347019f, -0.89598465f, 0.12609188f, -0.46347019f, -0.89598465f}),
226 .dimensions = {2, 3},
227 .isIgnored = false,
228 .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
229 .numberOfConsumers = 1,
230 .scale = 0.0f,
231 .type = TestOperandType::TENSOR_FLOAT32,
232 .zeroPoint = 0
233 }, { // placeholder
234 .channelQuant = {},
235 .data = TestBuffer::createFromVector<float>({0.0f}),
236 .dimensions = {1},
237 .isIgnored = false,
238 .lifetime = TestOperandLifeTime::CONSTANT_COPY,
239 .numberOfConsumers = 1,
240 .scale = 0.0f,
241 .type = TestOperandType::TENSOR_FLOAT32,
242 .zeroPoint = 0
243 }, { // param
244 .channelQuant = {},
245 .data = TestBuffer::createFromVector<int32_t>({0}),
246 .dimensions = {},
247 .isIgnored = false,
248 .lifetime = TestOperandLifeTime::CONSTANT_COPY,
249 .numberOfConsumers = 1,
250 .scale = 0.0f,
251 .type = TestOperandType::INT32,
252 .zeroPoint = 0
253 }, { // weights_feature_new
254 .channelQuant = {},
255 .data = TestBuffer::createFromVector<float>({-0.31930989f, -0.36118156f, 0.0079667f, 0.37613347f, 0.22197971f, 0.12416199f, 0.27901134f, 0.27557442f, 0.3905206f, -0.36137494f, -0.06634006f, -0.10640851f}),
256 .dimensions = {4, 3},
257 .isIgnored = false,
258 .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
259 .numberOfConsumers = 1,
260 .scale = 0.0f,
261 .type = TestOperandType::TENSOR_FLOAT32,
262 .zeroPoint = 0
263 }, { // placeholder1
264 .channelQuant = {},
265 .data = TestBuffer::createFromVector<float>({0.0f}),
266 .dimensions = {1},
267 .isIgnored = false,
268 .lifetime = TestOperandLifeTime::CONSTANT_COPY,
269 .numberOfConsumers = 1,
270 .scale = 0.0f,
271 .type = TestOperandType::TENSOR_FLOAT32,
272 .zeroPoint = 0
273 }, { // param1
274 .channelQuant = {},
275 .data = TestBuffer::createFromVector<int32_t>({0}),
276 .dimensions = {},
277 .isIgnored = false,
278 .lifetime = TestOperandLifeTime::CONSTANT_COPY,
279 .numberOfConsumers = 1,
280 .scale = 0.0f,
281 .type = TestOperandType::INT32,
282 .zeroPoint = 0
283 }, { // weights_time_new
284 .channelQuant = {},
285 .data = TestBuffer::createFromVector<float>({-0.31930989f, 0.37613347f, 0.27901134f, -0.36137494f, -0.36118156f, 0.22197971f, 0.27557442f, -0.06634006f, 0.0079667f, 0.12416199f, 0.3905206f, -0.10640851f, -0.0976817f, 0.15294972f, 0.39635518f, -0.02702999f, 0.39296314f, 0.15785322f, 0.21931258f, 0.31053296f, -0.36916667f, 0.38031587f, -0.21580373f, 0.27072677f, 0.23622236f, 0.34936687f, 0.18174365f, 0.35907319f, -0.17493086f, 0.324846f, -0.10781813f, 0.27201805f, 0.14324132f, -0.23681851f, -0.27115166f, -0.01580888f, -0.14943552f, 0.15465137f, 0.09784451f, -0.0337657f}),
286 .dimensions = {4, 10},
287 .isIgnored = false,
288 .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
289 .numberOfConsumers = 1,
290 .scale = 0.0f,
291 .type = TestOperandType::TENSOR_FLOAT32,
292 .zeroPoint = 0
293 }, { // placeholder2
294 .channelQuant = {},
295 .data = TestBuffer::createFromVector<float>({0.0f}),
296 .dimensions = {1},
297 .isIgnored = false,
298 .lifetime = TestOperandLifeTime::CONSTANT_COPY,
299 .numberOfConsumers = 1,
300 .scale = 0.0f,
301 .type = TestOperandType::TENSOR_FLOAT32,
302 .zeroPoint = 0
303 }, { // param2
304 .channelQuant = {},
305 .data = TestBuffer::createFromVector<int32_t>({0}),
306 .dimensions = {},
307 .isIgnored = false,
308 .lifetime = TestOperandLifeTime::CONSTANT_COPY,
309 .numberOfConsumers = 1,
310 .scale = 0.0f,
311 .type = TestOperandType::INT32,
312 .zeroPoint = 0
313 }, { // state_in_new
314 .channelQuant = {},
315 .data = TestBuffer::createFromVector<float>({0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}),
316 .dimensions = {2, 40},
317 .isIgnored = false,
318 .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
319 .numberOfConsumers = 1,
320 .scale = 0.0f,
321 .type = TestOperandType::TENSOR_FLOAT32,
322 .zeroPoint = 0
323 }, { // placeholder3
324 .channelQuant = {},
325 .data = TestBuffer::createFromVector<float>({0.0f}),
326 .dimensions = {1},
327 .isIgnored = false,
328 .lifetime = TestOperandLifeTime::CONSTANT_COPY,
329 .numberOfConsumers = 1,
330 .scale = 0.0f,
331 .type = TestOperandType::TENSOR_FLOAT32,
332 .zeroPoint = 0
333 }, { // param3
334 .channelQuant = {},
335 .data = TestBuffer::createFromVector<int32_t>({0}),
336 .dimensions = {},
337 .isIgnored = false,
338 .lifetime = TestOperandLifeTime::CONSTANT_COPY,
339 .numberOfConsumers = 1,
340 .scale = 0.0f,
341 .type = TestOperandType::INT32,
342 .zeroPoint = 0
343 }},
344 .operations = {{
345 .inputs = {9, 10, 11},
346 .outputs = {0},
347 .type = TestOperationType::ADD
348 }, {
349 .inputs = {12, 13, 14},
350 .outputs = {1},
351 .type = TestOperationType::ADD
352 }, {
353 .inputs = {15, 16, 17},
354 .outputs = {2},
355 .type = TestOperationType::ADD
356 }, {
357 .inputs = {18, 19, 20},
358 .outputs = {4},
359 .type = TestOperationType::ADD
360 }, {
361 .inputs = {0, 1, 2, 3, 4, 5, 6},
362 .outputs = {7, 8},
363 .type = TestOperationType::SVDF
364 }},
365 .outputIndexes = {7, 8}
366 },
367 .minSupportedVersion = TestHalVersion::V1_0,
368 .referenced = {}
369 };
370 return model;
371 }
372
373 const auto dummy_test_model_all_inputs_as_internal = TestModelManager::get().add("svdf_all_inputs_as_internal", get_test_model_all_inputs_as_internal());
374
375 } // namespace generated_tests::svdf
376
377