1 // clang-format off
2 // Generated file (from: detection_postprocess.mod.py). Do not edit
get_examples_regular()3 std::vector<MixedTypedExample>& get_examples_regular() {
4 static std::vector<MixedTypedExample> examples_regular = {
5 // Begin of an example
6 {
7 .operands = {
8 //Input(s)
9 { // See tools/test_generator/include/TestHarness.h:MixedTyped
10 // int -> Dimensions map
11 .operandDimensions = {{0, {1, 6, 3}}, {1, {1, 6, 4}}, {2, {6, 4}}},
12 // int -> FLOAT32 map
13 .float32Operands = {{0, {0.0f, 0.9f, 0.8f, 0.0f, 0.75f, 0.72f, 0.0f, 0.6f, 0.5f, 0.0f, 0.93f, 0.95f, 0.0f, 0.5f, 0.4f, 0.0f, 0.3f, 0.2f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, -1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {2, {0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 100.5f, 1.0f, 1.0f}}},
14 // int -> INT32 map
15 .int32Operands = {},
16 // int -> QUANT8_ASYMM map
17 .quant8AsymmOperands = {},
18 // int -> QUANT16_SYMM map
19 .quant16SymmOperands = {},
20 // int -> FLOAT16 map
21 .float16Operands = {},
22 // int -> BOOL8 map
23 .bool8Operands = {},
24 // int -> QUANT8_SYMM_PER_CHANNEL map
25 .quant8ChannelOperands = {},
26 // int -> QUANT16_ASYMM map
27 .quant16AsymmOperands = {},
28 // int -> QUANT8_SYMM map
29 .quant8SymmOperands = {},
30 },
31 //Output(s)
32 { // See tools/test_generator/include/TestHarness.h:MixedTyped
33 // int -> Dimensions map
34 .operandDimensions = {{0, {1, 3}}, {1, {1, 3, 4}}, {2, {1, 3}}, {3, {1}}},
35 // int -> FLOAT32 map
36 .float32Operands = {{0, {0.95f, 0.93f, 0.0f}}, {1, {0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 0.0f, 0.0f, 0.0f}}},
37 // int -> INT32 map
38 .int32Operands = {{2, {1, 0, 0}}, {3, {2}}},
39 // int -> QUANT8_ASYMM map
40 .quant8AsymmOperands = {},
41 // int -> QUANT16_SYMM map
42 .quant16SymmOperands = {},
43 // int -> FLOAT16 map
44 .float16Operands = {},
45 // int -> BOOL8 map
46 .bool8Operands = {},
47 // int -> QUANT8_SYMM_PER_CHANNEL map
48 .quant8ChannelOperands = {},
49 // int -> QUANT16_ASYMM map
50 .quant16AsymmOperands = {},
51 // int -> QUANT8_SYMM map
52 .quant8SymmOperands = {},
53 }
54 },
55 }, // End of an example
56 };
57 return examples_regular;
58 };
59
get_examples_regular_relaxed()60 std::vector<MixedTypedExample>& get_examples_regular_relaxed() {
61 static std::vector<MixedTypedExample> examples_regular_relaxed = {
62 // Begin of an example
63 {
64 .operands = {
65 //Input(s)
66 { // See tools/test_generator/include/TestHarness.h:MixedTyped
67 // int -> Dimensions map
68 .operandDimensions = {{0, {1, 6, 3}}, {1, {1, 6, 4}}, {2, {6, 4}}},
69 // int -> FLOAT32 map
70 .float32Operands = {{0, {0.0f, 0.9f, 0.8f, 0.0f, 0.75f, 0.72f, 0.0f, 0.6f, 0.5f, 0.0f, 0.93f, 0.95f, 0.0f, 0.5f, 0.4f, 0.0f, 0.3f, 0.2f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, -1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {2, {0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 100.5f, 1.0f, 1.0f}}},
71 // int -> INT32 map
72 .int32Operands = {},
73 // int -> QUANT8_ASYMM map
74 .quant8AsymmOperands = {},
75 // int -> QUANT16_SYMM map
76 .quant16SymmOperands = {},
77 // int -> FLOAT16 map
78 .float16Operands = {},
79 // int -> BOOL8 map
80 .bool8Operands = {},
81 // int -> QUANT8_SYMM_PER_CHANNEL map
82 .quant8ChannelOperands = {},
83 // int -> QUANT16_ASYMM map
84 .quant16AsymmOperands = {},
85 // int -> QUANT8_SYMM map
86 .quant8SymmOperands = {},
87 },
88 //Output(s)
89 { // See tools/test_generator/include/TestHarness.h:MixedTyped
90 // int -> Dimensions map
91 .operandDimensions = {{0, {1, 3}}, {1, {1, 3, 4}}, {2, {1, 3}}, {3, {1}}},
92 // int -> FLOAT32 map
93 .float32Operands = {{0, {0.95f, 0.93f, 0.0f}}, {1, {0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 0.0f, 0.0f, 0.0f}}},
94 // int -> INT32 map
95 .int32Operands = {{2, {1, 0, 0}}, {3, {2}}},
96 // int -> QUANT8_ASYMM map
97 .quant8AsymmOperands = {},
98 // int -> QUANT16_SYMM map
99 .quant16SymmOperands = {},
100 // int -> FLOAT16 map
101 .float16Operands = {},
102 // int -> BOOL8 map
103 .bool8Operands = {},
104 // int -> QUANT8_SYMM_PER_CHANNEL map
105 .quant8ChannelOperands = {},
106 // int -> QUANT16_ASYMM map
107 .quant16AsymmOperands = {},
108 // int -> QUANT8_SYMM map
109 .quant8SymmOperands = {},
110 }
111 },
112 }, // End of an example
113 };
114 return examples_regular_relaxed;
115 };
116
get_examples_regular_float16()117 std::vector<MixedTypedExample>& get_examples_regular_float16() {
118 static std::vector<MixedTypedExample> examples_regular_float16 = {
119 // Begin of an example
120 {
121 .operands = {
122 //Input(s)
123 { // See tools/test_generator/include/TestHarness.h:MixedTyped
124 // int -> Dimensions map
125 .operandDimensions = {{0, {1, 6, 3}}, {1, {1, 6, 4}}, {2, {6, 4}}},
126 // int -> FLOAT32 map
127 .float32Operands = {},
128 // int -> INT32 map
129 .int32Operands = {},
130 // int -> QUANT8_ASYMM map
131 .quant8AsymmOperands = {},
132 // int -> QUANT16_SYMM map
133 .quant16SymmOperands = {},
134 // int -> FLOAT16 map
135 .float16Operands = {{0, {0.0f, 0.8999999761581421f, 0.800000011920929f, 0.0f, 0.75f, 0.7200000286102295f, 0.0f, 0.6000000238418579f, 0.5f, 0.0f, 0.9300000071525574f, 0.949999988079071f, 0.0f, 0.5f, 0.4000000059604645f, 0.0f, 0.30000001192092896f, 0.20000000298023224f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, -1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {2, {0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 100.5f, 1.0f, 1.0f}}},
136 // int -> BOOL8 map
137 .bool8Operands = {},
138 // int -> QUANT8_SYMM_PER_CHANNEL map
139 .quant8ChannelOperands = {},
140 // int -> QUANT16_ASYMM map
141 .quant16AsymmOperands = {},
142 // int -> QUANT8_SYMM map
143 .quant8SymmOperands = {},
144 },
145 //Output(s)
146 { // See tools/test_generator/include/TestHarness.h:MixedTyped
147 // int -> Dimensions map
148 .operandDimensions = {{0, {1, 3}}, {1, {1, 3, 4}}, {2, {1, 3}}, {3, {1}}},
149 // int -> FLOAT32 map
150 .float32Operands = {},
151 // int -> INT32 map
152 .int32Operands = {{2, {1, 0, 0}}, {3, {2}}},
153 // int -> QUANT8_ASYMM map
154 .quant8AsymmOperands = {},
155 // int -> QUANT16_SYMM map
156 .quant16SymmOperands = {},
157 // int -> FLOAT16 map
158 .float16Operands = {{0, {0.949999988079071f, 0.9300000071525574f, 0.0f}}, {1, {0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 0.0f, 0.0f, 0.0f}}},
159 // int -> BOOL8 map
160 .bool8Operands = {},
161 // int -> QUANT8_SYMM_PER_CHANNEL map
162 .quant8ChannelOperands = {},
163 // int -> QUANT16_ASYMM map
164 .quant16AsymmOperands = {},
165 // int -> QUANT8_SYMM map
166 .quant8SymmOperands = {},
167 }
168 },
169 }, // End of an example
170 };
171 return examples_regular_float16;
172 };
173
get_examples_regular_dynamic_output_shape()174 std::vector<MixedTypedExample>& get_examples_regular_dynamic_output_shape() {
175 static std::vector<MixedTypedExample> examples_regular_dynamic_output_shape = {
176 // Begin of an example
177 {
178 .operands = {
179 //Input(s)
180 { // See tools/test_generator/include/TestHarness.h:MixedTyped
181 // int -> Dimensions map
182 .operandDimensions = {{0, {1, 6, 3}}, {1, {1, 6, 4}}, {2, {6, 4}}},
183 // int -> FLOAT32 map
184 .float32Operands = {{0, {0.0f, 0.9f, 0.8f, 0.0f, 0.75f, 0.72f, 0.0f, 0.6f, 0.5f, 0.0f, 0.93f, 0.95f, 0.0f, 0.5f, 0.4f, 0.0f, 0.3f, 0.2f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, -1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {2, {0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 100.5f, 1.0f, 1.0f}}},
185 // int -> INT32 map
186 .int32Operands = {},
187 // int -> QUANT8_ASYMM map
188 .quant8AsymmOperands = {},
189 // int -> QUANT16_SYMM map
190 .quant16SymmOperands = {},
191 // int -> FLOAT16 map
192 .float16Operands = {},
193 // int -> BOOL8 map
194 .bool8Operands = {},
195 // int -> QUANT8_SYMM_PER_CHANNEL map
196 .quant8ChannelOperands = {},
197 // int -> QUANT16_ASYMM map
198 .quant16AsymmOperands = {},
199 // int -> QUANT8_SYMM map
200 .quant8SymmOperands = {},
201 },
202 //Output(s)
203 { // See tools/test_generator/include/TestHarness.h:MixedTyped
204 // int -> Dimensions map
205 .operandDimensions = {{0, {1, 3}}, {1, {1, 3, 4}}, {2, {1, 3}}, {3, {1}}},
206 // int -> FLOAT32 map
207 .float32Operands = {{0, {0.95f, 0.93f, 0.0f}}, {1, {0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 0.0f, 0.0f, 0.0f}}},
208 // int -> INT32 map
209 .int32Operands = {{2, {1, 0, 0}}, {3, {2}}},
210 // int -> QUANT8_ASYMM map
211 .quant8AsymmOperands = {},
212 // int -> QUANT16_SYMM map
213 .quant16SymmOperands = {},
214 // int -> FLOAT16 map
215 .float16Operands = {},
216 // int -> BOOL8 map
217 .bool8Operands = {},
218 // int -> QUANT8_SYMM_PER_CHANNEL map
219 .quant8ChannelOperands = {},
220 // int -> QUANT16_ASYMM map
221 .quant16AsymmOperands = {},
222 // int -> QUANT8_SYMM map
223 .quant8SymmOperands = {},
224 }
225 },
226 }, // End of an example
227 };
228 return examples_regular_dynamic_output_shape;
229 };
230
get_examples_regular_dynamic_output_shape_relaxed()231 std::vector<MixedTypedExample>& get_examples_regular_dynamic_output_shape_relaxed() {
232 static std::vector<MixedTypedExample> examples_regular_dynamic_output_shape_relaxed = {
233 // Begin of an example
234 {
235 .operands = {
236 //Input(s)
237 { // See tools/test_generator/include/TestHarness.h:MixedTyped
238 // int -> Dimensions map
239 .operandDimensions = {{0, {1, 6, 3}}, {1, {1, 6, 4}}, {2, {6, 4}}},
240 // int -> FLOAT32 map
241 .float32Operands = {{0, {0.0f, 0.9f, 0.8f, 0.0f, 0.75f, 0.72f, 0.0f, 0.6f, 0.5f, 0.0f, 0.93f, 0.95f, 0.0f, 0.5f, 0.4f, 0.0f, 0.3f, 0.2f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, -1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {2, {0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 100.5f, 1.0f, 1.0f}}},
242 // int -> INT32 map
243 .int32Operands = {},
244 // int -> QUANT8_ASYMM map
245 .quant8AsymmOperands = {},
246 // int -> QUANT16_SYMM map
247 .quant16SymmOperands = {},
248 // int -> FLOAT16 map
249 .float16Operands = {},
250 // int -> BOOL8 map
251 .bool8Operands = {},
252 // int -> QUANT8_SYMM_PER_CHANNEL map
253 .quant8ChannelOperands = {},
254 // int -> QUANT16_ASYMM map
255 .quant16AsymmOperands = {},
256 // int -> QUANT8_SYMM map
257 .quant8SymmOperands = {},
258 },
259 //Output(s)
260 { // See tools/test_generator/include/TestHarness.h:MixedTyped
261 // int -> Dimensions map
262 .operandDimensions = {{0, {1, 3}}, {1, {1, 3, 4}}, {2, {1, 3}}, {3, {1}}},
263 // int -> FLOAT32 map
264 .float32Operands = {{0, {0.95f, 0.93f, 0.0f}}, {1, {0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 0.0f, 0.0f, 0.0f}}},
265 // int -> INT32 map
266 .int32Operands = {{2, {1, 0, 0}}, {3, {2}}},
267 // int -> QUANT8_ASYMM map
268 .quant8AsymmOperands = {},
269 // int -> QUANT16_SYMM map
270 .quant16SymmOperands = {},
271 // int -> FLOAT16 map
272 .float16Operands = {},
273 // int -> BOOL8 map
274 .bool8Operands = {},
275 // int -> QUANT8_SYMM_PER_CHANNEL map
276 .quant8ChannelOperands = {},
277 // int -> QUANT16_ASYMM map
278 .quant16AsymmOperands = {},
279 // int -> QUANT8_SYMM map
280 .quant8SymmOperands = {},
281 }
282 },
283 }, // End of an example
284 };
285 return examples_regular_dynamic_output_shape_relaxed;
286 };
287
get_examples_regular_dynamic_output_shape_float16()288 std::vector<MixedTypedExample>& get_examples_regular_dynamic_output_shape_float16() {
289 static std::vector<MixedTypedExample> examples_regular_dynamic_output_shape_float16 = {
290 // Begin of an example
291 {
292 .operands = {
293 //Input(s)
294 { // See tools/test_generator/include/TestHarness.h:MixedTyped
295 // int -> Dimensions map
296 .operandDimensions = {{0, {1, 6, 3}}, {1, {1, 6, 4}}, {2, {6, 4}}},
297 // int -> FLOAT32 map
298 .float32Operands = {},
299 // int -> INT32 map
300 .int32Operands = {},
301 // int -> QUANT8_ASYMM map
302 .quant8AsymmOperands = {},
303 // int -> QUANT16_SYMM map
304 .quant16SymmOperands = {},
305 // int -> FLOAT16 map
306 .float16Operands = {{0, {0.0f, 0.8999999761581421f, 0.800000011920929f, 0.0f, 0.75f, 0.7200000286102295f, 0.0f, 0.6000000238418579f, 0.5f, 0.0f, 0.9300000071525574f, 0.949999988079071f, 0.0f, 0.5f, 0.4000000059604645f, 0.0f, 0.30000001192092896f, 0.20000000298023224f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, -1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {2, {0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 100.5f, 1.0f, 1.0f}}},
307 // int -> BOOL8 map
308 .bool8Operands = {},
309 // int -> QUANT8_SYMM_PER_CHANNEL map
310 .quant8ChannelOperands = {},
311 // int -> QUANT16_ASYMM map
312 .quant16AsymmOperands = {},
313 // int -> QUANT8_SYMM map
314 .quant8SymmOperands = {},
315 },
316 //Output(s)
317 { // See tools/test_generator/include/TestHarness.h:MixedTyped
318 // int -> Dimensions map
319 .operandDimensions = {{0, {1, 3}}, {1, {1, 3, 4}}, {2, {1, 3}}, {3, {1}}},
320 // int -> FLOAT32 map
321 .float32Operands = {},
322 // int -> INT32 map
323 .int32Operands = {{2, {1, 0, 0}}, {3, {2}}},
324 // int -> QUANT8_ASYMM map
325 .quant8AsymmOperands = {},
326 // int -> QUANT16_SYMM map
327 .quant16SymmOperands = {},
328 // int -> FLOAT16 map
329 .float16Operands = {{0, {0.949999988079071f, 0.9300000071525574f, 0.0f}}, {1, {0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 0.0f, 0.0f, 0.0f}}},
330 // int -> BOOL8 map
331 .bool8Operands = {},
332 // int -> QUANT8_SYMM_PER_CHANNEL map
333 .quant8ChannelOperands = {},
334 // int -> QUANT16_ASYMM map
335 .quant16AsymmOperands = {},
336 // int -> QUANT8_SYMM map
337 .quant8SymmOperands = {},
338 }
339 },
340 }, // End of an example
341 };
342 return examples_regular_dynamic_output_shape_float16;
343 };
344
get_examples()345 std::vector<MixedTypedExample>& get_examples() {
346 static std::vector<MixedTypedExample> examples = {
347 // Begin of an example
348 {
349 .operands = {
350 //Input(s)
351 { // See tools/test_generator/include/TestHarness.h:MixedTyped
352 // int -> Dimensions map
353 .operandDimensions = {{0, {1, 6, 3}}, {1, {1, 6, 4}}, {2, {6, 4}}},
354 // int -> FLOAT32 map
355 .float32Operands = {{0, {0.0f, 0.9f, 0.8f, 0.0f, 0.75f, 0.72f, 0.0f, 0.6f, 0.5f, 0.0f, 0.93f, 0.95f, 0.0f, 0.5f, 0.4f, 0.0f, 0.3f, 0.2f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, -1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {2, {0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 100.5f, 1.0f, 1.0f}}},
356 // int -> INT32 map
357 .int32Operands = {},
358 // int -> QUANT8_ASYMM map
359 .quant8AsymmOperands = {},
360 // int -> QUANT16_SYMM map
361 .quant16SymmOperands = {},
362 // int -> FLOAT16 map
363 .float16Operands = {},
364 // int -> BOOL8 map
365 .bool8Operands = {},
366 // int -> QUANT8_SYMM_PER_CHANNEL map
367 .quant8ChannelOperands = {},
368 // int -> QUANT16_ASYMM map
369 .quant16AsymmOperands = {},
370 // int -> QUANT8_SYMM map
371 .quant8SymmOperands = {},
372 },
373 //Output(s)
374 { // See tools/test_generator/include/TestHarness.h:MixedTyped
375 // int -> Dimensions map
376 .operandDimensions = {{0, {1, 3}}, {1, {1, 3, 4}}, {2, {1, 3}}, {3, {1}}},
377 // int -> FLOAT32 map
378 .float32Operands = {{0, {0.95f, 0.9f, 0.3f}}, {1, {0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 100.0f, 1.0f, 101.0f}}},
379 // int -> INT32 map
380 .int32Operands = {{2, {1, 0, 0}}, {3, {3}}},
381 // int -> QUANT8_ASYMM map
382 .quant8AsymmOperands = {},
383 // int -> QUANT16_SYMM map
384 .quant16SymmOperands = {},
385 // int -> FLOAT16 map
386 .float16Operands = {},
387 // int -> BOOL8 map
388 .bool8Operands = {},
389 // int -> QUANT8_SYMM_PER_CHANNEL map
390 .quant8ChannelOperands = {},
391 // int -> QUANT16_ASYMM map
392 .quant16AsymmOperands = {},
393 // int -> QUANT8_SYMM map
394 .quant8SymmOperands = {},
395 }
396 },
397 }, // End of an example
398 };
399 return examples;
400 };
401
get_examples_relaxed()402 std::vector<MixedTypedExample>& get_examples_relaxed() {
403 static std::vector<MixedTypedExample> examples_relaxed = {
404 // Begin of an example
405 {
406 .operands = {
407 //Input(s)
408 { // See tools/test_generator/include/TestHarness.h:MixedTyped
409 // int -> Dimensions map
410 .operandDimensions = {{0, {1, 6, 3}}, {1, {1, 6, 4}}, {2, {6, 4}}},
411 // int -> FLOAT32 map
412 .float32Operands = {{0, {0.0f, 0.9f, 0.8f, 0.0f, 0.75f, 0.72f, 0.0f, 0.6f, 0.5f, 0.0f, 0.93f, 0.95f, 0.0f, 0.5f, 0.4f, 0.0f, 0.3f, 0.2f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, -1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {2, {0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 100.5f, 1.0f, 1.0f}}},
413 // int -> INT32 map
414 .int32Operands = {},
415 // int -> QUANT8_ASYMM map
416 .quant8AsymmOperands = {},
417 // int -> QUANT16_SYMM map
418 .quant16SymmOperands = {},
419 // int -> FLOAT16 map
420 .float16Operands = {},
421 // int -> BOOL8 map
422 .bool8Operands = {},
423 // int -> QUANT8_SYMM_PER_CHANNEL map
424 .quant8ChannelOperands = {},
425 // int -> QUANT16_ASYMM map
426 .quant16AsymmOperands = {},
427 // int -> QUANT8_SYMM map
428 .quant8SymmOperands = {},
429 },
430 //Output(s)
431 { // See tools/test_generator/include/TestHarness.h:MixedTyped
432 // int -> Dimensions map
433 .operandDimensions = {{0, {1, 3}}, {1, {1, 3, 4}}, {2, {1, 3}}, {3, {1}}},
434 // int -> FLOAT32 map
435 .float32Operands = {{0, {0.95f, 0.9f, 0.3f}}, {1, {0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 100.0f, 1.0f, 101.0f}}},
436 // int -> INT32 map
437 .int32Operands = {{2, {1, 0, 0}}, {3, {3}}},
438 // int -> QUANT8_ASYMM map
439 .quant8AsymmOperands = {},
440 // int -> QUANT16_SYMM map
441 .quant16SymmOperands = {},
442 // int -> FLOAT16 map
443 .float16Operands = {},
444 // int -> BOOL8 map
445 .bool8Operands = {},
446 // int -> QUANT8_SYMM_PER_CHANNEL map
447 .quant8ChannelOperands = {},
448 // int -> QUANT16_ASYMM map
449 .quant16AsymmOperands = {},
450 // int -> QUANT8_SYMM map
451 .quant8SymmOperands = {},
452 }
453 },
454 }, // End of an example
455 };
456 return examples_relaxed;
457 };
458
get_examples_float16()459 std::vector<MixedTypedExample>& get_examples_float16() {
460 static std::vector<MixedTypedExample> examples_float16 = {
461 // Begin of an example
462 {
463 .operands = {
464 //Input(s)
465 { // See tools/test_generator/include/TestHarness.h:MixedTyped
466 // int -> Dimensions map
467 .operandDimensions = {{0, {1, 6, 3}}, {1, {1, 6, 4}}, {2, {6, 4}}},
468 // int -> FLOAT32 map
469 .float32Operands = {},
470 // int -> INT32 map
471 .int32Operands = {},
472 // int -> QUANT8_ASYMM map
473 .quant8AsymmOperands = {},
474 // int -> QUANT16_SYMM map
475 .quant16SymmOperands = {},
476 // int -> FLOAT16 map
477 .float16Operands = {{0, {0.0f, 0.8999999761581421f, 0.800000011920929f, 0.0f, 0.75f, 0.7200000286102295f, 0.0f, 0.6000000238418579f, 0.5f, 0.0f, 0.9300000071525574f, 0.949999988079071f, 0.0f, 0.5f, 0.4000000059604645f, 0.0f, 0.30000001192092896f, 0.20000000298023224f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, -1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {2, {0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 100.5f, 1.0f, 1.0f}}},
478 // int -> BOOL8 map
479 .bool8Operands = {},
480 // int -> QUANT8_SYMM_PER_CHANNEL map
481 .quant8ChannelOperands = {},
482 // int -> QUANT16_ASYMM map
483 .quant16AsymmOperands = {},
484 // int -> QUANT8_SYMM map
485 .quant8SymmOperands = {},
486 },
487 //Output(s)
488 { // See tools/test_generator/include/TestHarness.h:MixedTyped
489 // int -> Dimensions map
490 .operandDimensions = {{0, {1, 3}}, {1, {1, 3, 4}}, {2, {1, 3}}, {3, {1}}},
491 // int -> FLOAT32 map
492 .float32Operands = {},
493 // int -> INT32 map
494 .int32Operands = {{2, {1, 0, 0}}, {3, {3}}},
495 // int -> QUANT8_ASYMM map
496 .quant8AsymmOperands = {},
497 // int -> QUANT16_SYMM map
498 .quant16SymmOperands = {},
499 // int -> FLOAT16 map
500 .float16Operands = {{0, {0.949999988079071f, 0.8999999761581421f, 0.30000001192092896f}}, {1, {0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 100.0f, 1.0f, 101.0f}}},
501 // int -> BOOL8 map
502 .bool8Operands = {},
503 // int -> QUANT8_SYMM_PER_CHANNEL map
504 .quant8ChannelOperands = {},
505 // int -> QUANT16_ASYMM map
506 .quant16AsymmOperands = {},
507 // int -> QUANT8_SYMM map
508 .quant8SymmOperands = {},
509 }
510 },
511 }, // End of an example
512 };
513 return examples_float16;
514 };
515
get_examples_dynamic_output_shape()516 std::vector<MixedTypedExample>& get_examples_dynamic_output_shape() {
517 static std::vector<MixedTypedExample> examples_dynamic_output_shape = {
518 // Begin of an example
519 {
520 .operands = {
521 //Input(s)
522 { // See tools/test_generator/include/TestHarness.h:MixedTyped
523 // int -> Dimensions map
524 .operandDimensions = {{0, {1, 6, 3}}, {1, {1, 6, 4}}, {2, {6, 4}}},
525 // int -> FLOAT32 map
526 .float32Operands = {{0, {0.0f, 0.9f, 0.8f, 0.0f, 0.75f, 0.72f, 0.0f, 0.6f, 0.5f, 0.0f, 0.93f, 0.95f, 0.0f, 0.5f, 0.4f, 0.0f, 0.3f, 0.2f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, -1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {2, {0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 100.5f, 1.0f, 1.0f}}},
527 // int -> INT32 map
528 .int32Operands = {},
529 // int -> QUANT8_ASYMM map
530 .quant8AsymmOperands = {},
531 // int -> QUANT16_SYMM map
532 .quant16SymmOperands = {},
533 // int -> FLOAT16 map
534 .float16Operands = {},
535 // int -> BOOL8 map
536 .bool8Operands = {},
537 // int -> QUANT8_SYMM_PER_CHANNEL map
538 .quant8ChannelOperands = {},
539 // int -> QUANT16_ASYMM map
540 .quant16AsymmOperands = {},
541 // int -> QUANT8_SYMM map
542 .quant8SymmOperands = {},
543 },
544 //Output(s)
545 { // See tools/test_generator/include/TestHarness.h:MixedTyped
546 // int -> Dimensions map
547 .operandDimensions = {{0, {1, 3}}, {1, {1, 3, 4}}, {2, {1, 3}}, {3, {1}}},
548 // int -> FLOAT32 map
549 .float32Operands = {{0, {0.95f, 0.9f, 0.3f}}, {1, {0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 100.0f, 1.0f, 101.0f}}},
550 // int -> INT32 map
551 .int32Operands = {{2, {1, 0, 0}}, {3, {3}}},
552 // int -> QUANT8_ASYMM map
553 .quant8AsymmOperands = {},
554 // int -> QUANT16_SYMM map
555 .quant16SymmOperands = {},
556 // int -> FLOAT16 map
557 .float16Operands = {},
558 // int -> BOOL8 map
559 .bool8Operands = {},
560 // int -> QUANT8_SYMM_PER_CHANNEL map
561 .quant8ChannelOperands = {},
562 // int -> QUANT16_ASYMM map
563 .quant16AsymmOperands = {},
564 // int -> QUANT8_SYMM map
565 .quant8SymmOperands = {},
566 }
567 },
568 }, // End of an example
569 };
570 return examples_dynamic_output_shape;
571 };
572
get_examples_dynamic_output_shape_relaxed()573 std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_relaxed() {
574 static std::vector<MixedTypedExample> examples_dynamic_output_shape_relaxed = {
575 // Begin of an example
576 {
577 .operands = {
578 //Input(s)
579 { // See tools/test_generator/include/TestHarness.h:MixedTyped
580 // int -> Dimensions map
581 .operandDimensions = {{0, {1, 6, 3}}, {1, {1, 6, 4}}, {2, {6, 4}}},
582 // int -> FLOAT32 map
583 .float32Operands = {{0, {0.0f, 0.9f, 0.8f, 0.0f, 0.75f, 0.72f, 0.0f, 0.6f, 0.5f, 0.0f, 0.93f, 0.95f, 0.0f, 0.5f, 0.4f, 0.0f, 0.3f, 0.2f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, -1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {2, {0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 100.5f, 1.0f, 1.0f}}},
584 // int -> INT32 map
585 .int32Operands = {},
586 // int -> QUANT8_ASYMM map
587 .quant8AsymmOperands = {},
588 // int -> QUANT16_SYMM map
589 .quant16SymmOperands = {},
590 // int -> FLOAT16 map
591 .float16Operands = {},
592 // int -> BOOL8 map
593 .bool8Operands = {},
594 // int -> QUANT8_SYMM_PER_CHANNEL map
595 .quant8ChannelOperands = {},
596 // int -> QUANT16_ASYMM map
597 .quant16AsymmOperands = {},
598 // int -> QUANT8_SYMM map
599 .quant8SymmOperands = {},
600 },
601 //Output(s)
602 { // See tools/test_generator/include/TestHarness.h:MixedTyped
603 // int -> Dimensions map
604 .operandDimensions = {{0, {1, 3}}, {1, {1, 3, 4}}, {2, {1, 3}}, {3, {1}}},
605 // int -> FLOAT32 map
606 .float32Operands = {{0, {0.95f, 0.9f, 0.3f}}, {1, {0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 100.0f, 1.0f, 101.0f}}},
607 // int -> INT32 map
608 .int32Operands = {{2, {1, 0, 0}}, {3, {3}}},
609 // int -> QUANT8_ASYMM map
610 .quant8AsymmOperands = {},
611 // int -> QUANT16_SYMM map
612 .quant16SymmOperands = {},
613 // int -> FLOAT16 map
614 .float16Operands = {},
615 // int -> BOOL8 map
616 .bool8Operands = {},
617 // int -> QUANT8_SYMM_PER_CHANNEL map
618 .quant8ChannelOperands = {},
619 // int -> QUANT16_ASYMM map
620 .quant16AsymmOperands = {},
621 // int -> QUANT8_SYMM map
622 .quant8SymmOperands = {},
623 }
624 },
625 }, // End of an example
626 };
627 return examples_dynamic_output_shape_relaxed;
628 };
629
get_examples_dynamic_output_shape_float16()630 std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_float16() {
631 static std::vector<MixedTypedExample> examples_dynamic_output_shape_float16 = {
632 // Begin of an example
633 {
634 .operands = {
635 //Input(s)
636 { // See tools/test_generator/include/TestHarness.h:MixedTyped
637 // int -> Dimensions map
638 .operandDimensions = {{0, {1, 6, 3}}, {1, {1, 6, 4}}, {2, {6, 4}}},
639 // int -> FLOAT32 map
640 .float32Operands = {},
641 // int -> INT32 map
642 .int32Operands = {},
643 // int -> QUANT8_ASYMM map
644 .quant8AsymmOperands = {},
645 // int -> QUANT16_SYMM map
646 .quant16SymmOperands = {},
647 // int -> FLOAT16 map
648 .float16Operands = {{0, {0.0f, 0.8999999761581421f, 0.800000011920929f, 0.0f, 0.75f, 0.7200000286102295f, 0.0f, 0.6000000238418579f, 0.5f, 0.0f, 0.9300000071525574f, 0.949999988079071f, 0.0f, 0.5f, 0.4000000059604645f, 0.0f, 0.30000001192092896f, 0.20000000298023224f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, -1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {2, {0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 100.5f, 1.0f, 1.0f}}},
649 // int -> BOOL8 map
650 .bool8Operands = {},
651 // int -> QUANT8_SYMM_PER_CHANNEL map
652 .quant8ChannelOperands = {},
653 // int -> QUANT16_ASYMM map
654 .quant16AsymmOperands = {},
655 // int -> QUANT8_SYMM map
656 .quant8SymmOperands = {},
657 },
658 //Output(s)
659 { // See tools/test_generator/include/TestHarness.h:MixedTyped
660 // int -> Dimensions map
661 .operandDimensions = {{0, {1, 3}}, {1, {1, 3, 4}}, {2, {1, 3}}, {3, {1}}},
662 // int -> FLOAT32 map
663 .float32Operands = {},
664 // int -> INT32 map
665 .int32Operands = {{2, {1, 0, 0}}, {3, {3}}},
666 // int -> QUANT8_ASYMM map
667 .quant8AsymmOperands = {},
668 // int -> QUANT16_SYMM map
669 .quant16SymmOperands = {},
670 // int -> FLOAT16 map
671 .float16Operands = {{0, {0.949999988079071f, 0.8999999761581421f, 0.30000001192092896f}}, {1, {0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 100.0f, 1.0f, 101.0f}}},
672 // int -> BOOL8 map
673 .bool8Operands = {},
674 // int -> QUANT8_SYMM_PER_CHANNEL map
675 .quant8ChannelOperands = {},
676 // int -> QUANT16_ASYMM map
677 .quant16AsymmOperands = {},
678 // int -> QUANT8_SYMM map
679 .quant8SymmOperands = {},
680 }
681 },
682 }, // End of an example
683 };
684 return examples_dynamic_output_shape_float16;
685 };
686
get_examples_2()687 std::vector<MixedTypedExample>& get_examples_2() {
688 static std::vector<MixedTypedExample> examples_2 = {
689 // Begin of an example
690 {
691 .operands = {
692 //Input(s)
693 { // See tools/test_generator/include/TestHarness.h:MixedTyped
694 // int -> Dimensions map
695 .operandDimensions = {{0, {1, 6, 3}}, {1, {1, 6, 7}}, {2, {6, 4}}},
696 // int -> FLOAT32 map
697 .float32Operands = {{0, {0.0f, 0.9f, 0.8f, 0.0f, 0.75f, 0.72f, 0.0f, 0.6f, 0.5f, 0.0f, 0.93f, 0.95f, 0.0f, 0.5f, 0.4f, 0.0f, 0.3f, 0.2f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, -1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f}}, {2, {0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 100.5f, 1.0f, 1.0f}}},
698 // int -> INT32 map
699 .int32Operands = {},
700 // int -> QUANT8_ASYMM map
701 .quant8AsymmOperands = {},
702 // int -> QUANT16_SYMM map
703 .quant16SymmOperands = {},
704 // int -> FLOAT16 map
705 .float16Operands = {},
706 // int -> BOOL8 map
707 .bool8Operands = {},
708 // int -> QUANT8_SYMM_PER_CHANNEL map
709 .quant8ChannelOperands = {},
710 // int -> QUANT16_ASYMM map
711 .quant16AsymmOperands = {},
712 // int -> QUANT8_SYMM map
713 .quant8SymmOperands = {},
714 },
715 //Output(s)
716 { // See tools/test_generator/include/TestHarness.h:MixedTyped
717 // int -> Dimensions map
718 .operandDimensions = {{0, {1, 3}}, {1, {1, 3, 4}}, {2, {1, 3}}, {3, {1}}},
719 // int -> FLOAT32 map
720 .float32Operands = {{0, {0.95f, 0.9f, 0.3f}}, {1, {0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 100.0f, 1.0f, 101.0f}}},
721 // int -> INT32 map
722 .int32Operands = {{2, {1, 0, 0}}, {3, {3}}},
723 // int -> QUANT8_ASYMM map
724 .quant8AsymmOperands = {},
725 // int -> QUANT16_SYMM map
726 .quant16SymmOperands = {},
727 // int -> FLOAT16 map
728 .float16Operands = {},
729 // int -> BOOL8 map
730 .bool8Operands = {},
731 // int -> QUANT8_SYMM_PER_CHANNEL map
732 .quant8ChannelOperands = {},
733 // int -> QUANT16_ASYMM map
734 .quant16AsymmOperands = {},
735 // int -> QUANT8_SYMM map
736 .quant8SymmOperands = {},
737 }
738 },
739 }, // End of an example
740 };
741 return examples_2;
742 };
743
get_examples_relaxed_2()744 std::vector<MixedTypedExample>& get_examples_relaxed_2() {
745 static std::vector<MixedTypedExample> examples_relaxed_2 = {
746 // Begin of an example
747 {
748 .operands = {
749 //Input(s)
750 { // See tools/test_generator/include/TestHarness.h:MixedTyped
751 // int -> Dimensions map
752 .operandDimensions = {{0, {1, 6, 3}}, {1, {1, 6, 7}}, {2, {6, 4}}},
753 // int -> FLOAT32 map
754 .float32Operands = {{0, {0.0f, 0.9f, 0.8f, 0.0f, 0.75f, 0.72f, 0.0f, 0.6f, 0.5f, 0.0f, 0.93f, 0.95f, 0.0f, 0.5f, 0.4f, 0.0f, 0.3f, 0.2f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, -1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f}}, {2, {0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 100.5f, 1.0f, 1.0f}}},
755 // int -> INT32 map
756 .int32Operands = {},
757 // int -> QUANT8_ASYMM map
758 .quant8AsymmOperands = {},
759 // int -> QUANT16_SYMM map
760 .quant16SymmOperands = {},
761 // int -> FLOAT16 map
762 .float16Operands = {},
763 // int -> BOOL8 map
764 .bool8Operands = {},
765 // int -> QUANT8_SYMM_PER_CHANNEL map
766 .quant8ChannelOperands = {},
767 // int -> QUANT16_ASYMM map
768 .quant16AsymmOperands = {},
769 // int -> QUANT8_SYMM map
770 .quant8SymmOperands = {},
771 },
772 //Output(s)
773 { // See tools/test_generator/include/TestHarness.h:MixedTyped
774 // int -> Dimensions map
775 .operandDimensions = {{0, {1, 3}}, {1, {1, 3, 4}}, {2, {1, 3}}, {3, {1}}},
776 // int -> FLOAT32 map
777 .float32Operands = {{0, {0.95f, 0.9f, 0.3f}}, {1, {0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 100.0f, 1.0f, 101.0f}}},
778 // int -> INT32 map
779 .int32Operands = {{2, {1, 0, 0}}, {3, {3}}},
780 // int -> QUANT8_ASYMM map
781 .quant8AsymmOperands = {},
782 // int -> QUANT16_SYMM map
783 .quant16SymmOperands = {},
784 // int -> FLOAT16 map
785 .float16Operands = {},
786 // int -> BOOL8 map
787 .bool8Operands = {},
788 // int -> QUANT8_SYMM_PER_CHANNEL map
789 .quant8ChannelOperands = {},
790 // int -> QUANT16_ASYMM map
791 .quant16AsymmOperands = {},
792 // int -> QUANT8_SYMM map
793 .quant8SymmOperands = {},
794 }
795 },
796 }, // End of an example
797 };
798 return examples_relaxed_2;
799 };
800
get_examples_float16_2()801 std::vector<MixedTypedExample>& get_examples_float16_2() {
802 static std::vector<MixedTypedExample> examples_float16_2 = {
803 // Begin of an example
804 {
805 .operands = {
806 //Input(s)
807 { // See tools/test_generator/include/TestHarness.h:MixedTyped
808 // int -> Dimensions map
809 .operandDimensions = {{0, {1, 6, 3}}, {1, {1, 6, 7}}, {2, {6, 4}}},
810 // int -> FLOAT32 map
811 .float32Operands = {},
812 // int -> INT32 map
813 .int32Operands = {},
814 // int -> QUANT8_ASYMM map
815 .quant8AsymmOperands = {},
816 // int -> QUANT16_SYMM map
817 .quant16SymmOperands = {},
818 // int -> FLOAT16 map
819 .float16Operands = {{0, {0.0f, 0.8999999761581421f, 0.800000011920929f, 0.0f, 0.75f, 0.7200000286102295f, 0.0f, 0.6000000238418579f, 0.5f, 0.0f, 0.9300000071525574f, 0.949999988079071f, 0.0f, 0.5f, 0.4000000059604645f, 0.0f, 0.30000001192092896f, 0.20000000298023224f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, -1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f}}, {2, {0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 100.5f, 1.0f, 1.0f}}},
820 // int -> BOOL8 map
821 .bool8Operands = {},
822 // int -> QUANT8_SYMM_PER_CHANNEL map
823 .quant8ChannelOperands = {},
824 // int -> QUANT16_ASYMM map
825 .quant16AsymmOperands = {},
826 // int -> QUANT8_SYMM map
827 .quant8SymmOperands = {},
828 },
829 //Output(s)
830 { // See tools/test_generator/include/TestHarness.h:MixedTyped
831 // int -> Dimensions map
832 .operandDimensions = {{0, {1, 3}}, {1, {1, 3, 4}}, {2, {1, 3}}, {3, {1}}},
833 // int -> FLOAT32 map
834 .float32Operands = {},
835 // int -> INT32 map
836 .int32Operands = {{2, {1, 0, 0}}, {3, {3}}},
837 // int -> QUANT8_ASYMM map
838 .quant8AsymmOperands = {},
839 // int -> QUANT16_SYMM map
840 .quant16SymmOperands = {},
841 // int -> FLOAT16 map
842 .float16Operands = {{0, {0.949999988079071f, 0.8999999761581421f, 0.30000001192092896f}}, {1, {0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 100.0f, 1.0f, 101.0f}}},
843 // int -> BOOL8 map
844 .bool8Operands = {},
845 // int -> QUANT8_SYMM_PER_CHANNEL map
846 .quant8ChannelOperands = {},
847 // int -> QUANT16_ASYMM map
848 .quant16AsymmOperands = {},
849 // int -> QUANT8_SYMM map
850 .quant8SymmOperands = {},
851 }
852 },
853 }, // End of an example
854 };
855 return examples_float16_2;
856 };
857
get_examples_dynamic_output_shape_2()858 std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_2() {
859 static std::vector<MixedTypedExample> examples_dynamic_output_shape_2 = {
860 // Begin of an example
861 {
862 .operands = {
863 //Input(s)
864 { // See tools/test_generator/include/TestHarness.h:MixedTyped
865 // int -> Dimensions map
866 .operandDimensions = {{0, {1, 6, 3}}, {1, {1, 6, 7}}, {2, {6, 4}}},
867 // int -> FLOAT32 map
868 .float32Operands = {{0, {0.0f, 0.9f, 0.8f, 0.0f, 0.75f, 0.72f, 0.0f, 0.6f, 0.5f, 0.0f, 0.93f, 0.95f, 0.0f, 0.5f, 0.4f, 0.0f, 0.3f, 0.2f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, -1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f}}, {2, {0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 100.5f, 1.0f, 1.0f}}},
869 // int -> INT32 map
870 .int32Operands = {},
871 // int -> QUANT8_ASYMM map
872 .quant8AsymmOperands = {},
873 // int -> QUANT16_SYMM map
874 .quant16SymmOperands = {},
875 // int -> FLOAT16 map
876 .float16Operands = {},
877 // int -> BOOL8 map
878 .bool8Operands = {},
879 // int -> QUANT8_SYMM_PER_CHANNEL map
880 .quant8ChannelOperands = {},
881 // int -> QUANT16_ASYMM map
882 .quant16AsymmOperands = {},
883 // int -> QUANT8_SYMM map
884 .quant8SymmOperands = {},
885 },
886 //Output(s)
887 { // See tools/test_generator/include/TestHarness.h:MixedTyped
888 // int -> Dimensions map
889 .operandDimensions = {{0, {1, 3}}, {1, {1, 3, 4}}, {2, {1, 3}}, {3, {1}}},
890 // int -> FLOAT32 map
891 .float32Operands = {{0, {0.95f, 0.9f, 0.3f}}, {1, {0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 100.0f, 1.0f, 101.0f}}},
892 // int -> INT32 map
893 .int32Operands = {{2, {1, 0, 0}}, {3, {3}}},
894 // int -> QUANT8_ASYMM map
895 .quant8AsymmOperands = {},
896 // int -> QUANT16_SYMM map
897 .quant16SymmOperands = {},
898 // int -> FLOAT16 map
899 .float16Operands = {},
900 // int -> BOOL8 map
901 .bool8Operands = {},
902 // int -> QUANT8_SYMM_PER_CHANNEL map
903 .quant8ChannelOperands = {},
904 // int -> QUANT16_ASYMM map
905 .quant16AsymmOperands = {},
906 // int -> QUANT8_SYMM map
907 .quant8SymmOperands = {},
908 }
909 },
910 }, // End of an example
911 };
912 return examples_dynamic_output_shape_2;
913 };
914
get_examples_dynamic_output_shape_relaxed_2()915 std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_relaxed_2() {
916 static std::vector<MixedTypedExample> examples_dynamic_output_shape_relaxed_2 = {
917 // Begin of an example
918 {
919 .operands = {
920 //Input(s)
921 { // See tools/test_generator/include/TestHarness.h:MixedTyped
922 // int -> Dimensions map
923 .operandDimensions = {{0, {1, 6, 3}}, {1, {1, 6, 7}}, {2, {6, 4}}},
924 // int -> FLOAT32 map
925 .float32Operands = {{0, {0.0f, 0.9f, 0.8f, 0.0f, 0.75f, 0.72f, 0.0f, 0.6f, 0.5f, 0.0f, 0.93f, 0.95f, 0.0f, 0.5f, 0.4f, 0.0f, 0.3f, 0.2f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, -1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f}}, {2, {0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 100.5f, 1.0f, 1.0f}}},
926 // int -> INT32 map
927 .int32Operands = {},
928 // int -> QUANT8_ASYMM map
929 .quant8AsymmOperands = {},
930 // int -> QUANT16_SYMM map
931 .quant16SymmOperands = {},
932 // int -> FLOAT16 map
933 .float16Operands = {},
934 // int -> BOOL8 map
935 .bool8Operands = {},
936 // int -> QUANT8_SYMM_PER_CHANNEL map
937 .quant8ChannelOperands = {},
938 // int -> QUANT16_ASYMM map
939 .quant16AsymmOperands = {},
940 // int -> QUANT8_SYMM map
941 .quant8SymmOperands = {},
942 },
943 //Output(s)
944 { // See tools/test_generator/include/TestHarness.h:MixedTyped
945 // int -> Dimensions map
946 .operandDimensions = {{0, {1, 3}}, {1, {1, 3, 4}}, {2, {1, 3}}, {3, {1}}},
947 // int -> FLOAT32 map
948 .float32Operands = {{0, {0.95f, 0.9f, 0.3f}}, {1, {0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 100.0f, 1.0f, 101.0f}}},
949 // int -> INT32 map
950 .int32Operands = {{2, {1, 0, 0}}, {3, {3}}},
951 // int -> QUANT8_ASYMM map
952 .quant8AsymmOperands = {},
953 // int -> QUANT16_SYMM map
954 .quant16SymmOperands = {},
955 // int -> FLOAT16 map
956 .float16Operands = {},
957 // int -> BOOL8 map
958 .bool8Operands = {},
959 // int -> QUANT8_SYMM_PER_CHANNEL map
960 .quant8ChannelOperands = {},
961 // int -> QUANT16_ASYMM map
962 .quant16AsymmOperands = {},
963 // int -> QUANT8_SYMM map
964 .quant8SymmOperands = {},
965 }
966 },
967 }, // End of an example
968 };
969 return examples_dynamic_output_shape_relaxed_2;
970 };
971
get_examples_dynamic_output_shape_float16_2()972 std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_float16_2() {
973 static std::vector<MixedTypedExample> examples_dynamic_output_shape_float16_2 = {
974 // Begin of an example
975 {
976 .operands = {
977 //Input(s)
978 { // See tools/test_generator/include/TestHarness.h:MixedTyped
979 // int -> Dimensions map
980 .operandDimensions = {{0, {1, 6, 3}}, {1, {1, 6, 7}}, {2, {6, 4}}},
981 // int -> FLOAT32 map
982 .float32Operands = {},
983 // int -> INT32 map
984 .int32Operands = {},
985 // int -> QUANT8_ASYMM map
986 .quant8AsymmOperands = {},
987 // int -> QUANT16_SYMM map
988 .quant16SymmOperands = {},
989 // int -> FLOAT16 map
990 .float16Operands = {{0, {0.0f, 0.8999999761581421f, 0.800000011920929f, 0.0f, 0.75f, 0.7200000286102295f, 0.0f, 0.6000000238418579f, 0.5f, 0.0f, 0.9300000071525574f, 0.949999988079071f, 0.0f, 0.5f, 0.4000000059604645f, 0.0f, 0.30000001192092896f, 0.20000000298023224f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, -1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f}}, {2, {0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 100.5f, 1.0f, 1.0f}}},
991 // int -> BOOL8 map
992 .bool8Operands = {},
993 // int -> QUANT8_SYMM_PER_CHANNEL map
994 .quant8ChannelOperands = {},
995 // int -> QUANT16_ASYMM map
996 .quant16AsymmOperands = {},
997 // int -> QUANT8_SYMM map
998 .quant8SymmOperands = {},
999 },
1000 //Output(s)
1001 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1002 // int -> Dimensions map
1003 .operandDimensions = {{0, {1, 3}}, {1, {1, 3, 4}}, {2, {1, 3}}, {3, {1}}},
1004 // int -> FLOAT32 map
1005 .float32Operands = {},
1006 // int -> INT32 map
1007 .int32Operands = {{2, {1, 0, 0}}, {3, {3}}},
1008 // int -> QUANT8_ASYMM map
1009 .quant8AsymmOperands = {},
1010 // int -> QUANT16_SYMM map
1011 .quant16SymmOperands = {},
1012 // int -> FLOAT16 map
1013 .float16Operands = {{0, {0.949999988079071f, 0.8999999761581421f, 0.30000001192092896f}}, {1, {0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 100.0f, 1.0f, 101.0f}}},
1014 // int -> BOOL8 map
1015 .bool8Operands = {},
1016 // int -> QUANT8_SYMM_PER_CHANNEL map
1017 .quant8ChannelOperands = {},
1018 // int -> QUANT16_ASYMM map
1019 .quant16AsymmOperands = {},
1020 // int -> QUANT8_SYMM map
1021 .quant8SymmOperands = {},
1022 }
1023 },
1024 }, // End of an example
1025 };
1026 return examples_dynamic_output_shape_float16_2;
1027 };
1028
get_examples_3()1029 std::vector<MixedTypedExample>& get_examples_3() {
1030 static std::vector<MixedTypedExample> examples_3 = {
1031 // Begin of an example
1032 {
1033 .operands = {
1034 //Input(s)
1035 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1036 // int -> Dimensions map
1037 .operandDimensions = {{0, {1, 6, 3}}, {1, {1, 6, 7}}, {2, {6, 4}}},
1038 // int -> FLOAT32 map
1039 .float32Operands = {{0, {0.0f, 0.9f, 0.8f, 0.0f, 0.75f, 0.72f, 0.0f, 0.6f, 0.5f, 0.0f, 0.93f, 0.95f, 0.0f, 0.5f, 0.4f, 0.0f, 0.3f, 0.2f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, -1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f}}, {2, {0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 100.5f, 1.0f, 1.0f}}},
1040 // int -> INT32 map
1041 .int32Operands = {},
1042 // int -> QUANT8_ASYMM map
1043 .quant8AsymmOperands = {},
1044 // int -> QUANT16_SYMM map
1045 .quant16SymmOperands = {},
1046 // int -> FLOAT16 map
1047 .float16Operands = {},
1048 // int -> BOOL8 map
1049 .bool8Operands = {},
1050 // int -> QUANT8_SYMM_PER_CHANNEL map
1051 .quant8ChannelOperands = {},
1052 // int -> QUANT16_ASYMM map
1053 .quant16AsymmOperands = {},
1054 // int -> QUANT8_SYMM map
1055 .quant8SymmOperands = {},
1056 },
1057 //Output(s)
1058 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1059 // int -> Dimensions map
1060 .operandDimensions = {{0, {1, 3}}, {1, {1, 3, 4}}, {2, {1, 3}}, {3, {1}}},
1061 // int -> FLOAT32 map
1062 .float32Operands = {{0, {0.95f, 0.9f, 0.3f}}, {1, {0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 100.0f, 1.0f, 101.0f}}},
1063 // int -> INT32 map
1064 .int32Operands = {{2, {2, 1, 1}}, {3, {3}}},
1065 // int -> QUANT8_ASYMM map
1066 .quant8AsymmOperands = {},
1067 // int -> QUANT16_SYMM map
1068 .quant16SymmOperands = {},
1069 // int -> FLOAT16 map
1070 .float16Operands = {},
1071 // int -> BOOL8 map
1072 .bool8Operands = {},
1073 // int -> QUANT8_SYMM_PER_CHANNEL map
1074 .quant8ChannelOperands = {},
1075 // int -> QUANT16_ASYMM map
1076 .quant16AsymmOperands = {},
1077 // int -> QUANT8_SYMM map
1078 .quant8SymmOperands = {},
1079 }
1080 },
1081 }, // End of an example
1082 };
1083 return examples_3;
1084 };
1085
get_examples_relaxed_3()1086 std::vector<MixedTypedExample>& get_examples_relaxed_3() {
1087 static std::vector<MixedTypedExample> examples_relaxed_3 = {
1088 // Begin of an example
1089 {
1090 .operands = {
1091 //Input(s)
1092 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1093 // int -> Dimensions map
1094 .operandDimensions = {{0, {1, 6, 3}}, {1, {1, 6, 7}}, {2, {6, 4}}},
1095 // int -> FLOAT32 map
1096 .float32Operands = {{0, {0.0f, 0.9f, 0.8f, 0.0f, 0.75f, 0.72f, 0.0f, 0.6f, 0.5f, 0.0f, 0.93f, 0.95f, 0.0f, 0.5f, 0.4f, 0.0f, 0.3f, 0.2f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, -1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f}}, {2, {0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 100.5f, 1.0f, 1.0f}}},
1097 // int -> INT32 map
1098 .int32Operands = {},
1099 // int -> QUANT8_ASYMM map
1100 .quant8AsymmOperands = {},
1101 // int -> QUANT16_SYMM map
1102 .quant16SymmOperands = {},
1103 // int -> FLOAT16 map
1104 .float16Operands = {},
1105 // int -> BOOL8 map
1106 .bool8Operands = {},
1107 // int -> QUANT8_SYMM_PER_CHANNEL map
1108 .quant8ChannelOperands = {},
1109 // int -> QUANT16_ASYMM map
1110 .quant16AsymmOperands = {},
1111 // int -> QUANT8_SYMM map
1112 .quant8SymmOperands = {},
1113 },
1114 //Output(s)
1115 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1116 // int -> Dimensions map
1117 .operandDimensions = {{0, {1, 3}}, {1, {1, 3, 4}}, {2, {1, 3}}, {3, {1}}},
1118 // int -> FLOAT32 map
1119 .float32Operands = {{0, {0.95f, 0.9f, 0.3f}}, {1, {0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 100.0f, 1.0f, 101.0f}}},
1120 // int -> INT32 map
1121 .int32Operands = {{2, {2, 1, 1}}, {3, {3}}},
1122 // int -> QUANT8_ASYMM map
1123 .quant8AsymmOperands = {},
1124 // int -> QUANT16_SYMM map
1125 .quant16SymmOperands = {},
1126 // int -> FLOAT16 map
1127 .float16Operands = {},
1128 // int -> BOOL8 map
1129 .bool8Operands = {},
1130 // int -> QUANT8_SYMM_PER_CHANNEL map
1131 .quant8ChannelOperands = {},
1132 // int -> QUANT16_ASYMM map
1133 .quant16AsymmOperands = {},
1134 // int -> QUANT8_SYMM map
1135 .quant8SymmOperands = {},
1136 }
1137 },
1138 }, // End of an example
1139 };
1140 return examples_relaxed_3;
1141 };
1142
get_examples_float16_3()1143 std::vector<MixedTypedExample>& get_examples_float16_3() {
1144 static std::vector<MixedTypedExample> examples_float16_3 = {
1145 // Begin of an example
1146 {
1147 .operands = {
1148 //Input(s)
1149 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1150 // int -> Dimensions map
1151 .operandDimensions = {{0, {1, 6, 3}}, {1, {1, 6, 7}}, {2, {6, 4}}},
1152 // int -> FLOAT32 map
1153 .float32Operands = {},
1154 // int -> INT32 map
1155 .int32Operands = {},
1156 // int -> QUANT8_ASYMM map
1157 .quant8AsymmOperands = {},
1158 // int -> QUANT16_SYMM map
1159 .quant16SymmOperands = {},
1160 // int -> FLOAT16 map
1161 .float16Operands = {{0, {0.0f, 0.8999999761581421f, 0.800000011920929f, 0.0f, 0.75f, 0.7200000286102295f, 0.0f, 0.6000000238418579f, 0.5f, 0.0f, 0.9300000071525574f, 0.949999988079071f, 0.0f, 0.5f, 0.4000000059604645f, 0.0f, 0.30000001192092896f, 0.20000000298023224f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, -1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f}}, {2, {0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 100.5f, 1.0f, 1.0f}}},
1162 // int -> BOOL8 map
1163 .bool8Operands = {},
1164 // int -> QUANT8_SYMM_PER_CHANNEL map
1165 .quant8ChannelOperands = {},
1166 // int -> QUANT16_ASYMM map
1167 .quant16AsymmOperands = {},
1168 // int -> QUANT8_SYMM map
1169 .quant8SymmOperands = {},
1170 },
1171 //Output(s)
1172 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1173 // int -> Dimensions map
1174 .operandDimensions = {{0, {1, 3}}, {1, {1, 3, 4}}, {2, {1, 3}}, {3, {1}}},
1175 // int -> FLOAT32 map
1176 .float32Operands = {},
1177 // int -> INT32 map
1178 .int32Operands = {{2, {2, 1, 1}}, {3, {3}}},
1179 // int -> QUANT8_ASYMM map
1180 .quant8AsymmOperands = {},
1181 // int -> QUANT16_SYMM map
1182 .quant16SymmOperands = {},
1183 // int -> FLOAT16 map
1184 .float16Operands = {{0, {0.949999988079071f, 0.8999999761581421f, 0.30000001192092896f}}, {1, {0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 100.0f, 1.0f, 101.0f}}},
1185 // int -> BOOL8 map
1186 .bool8Operands = {},
1187 // int -> QUANT8_SYMM_PER_CHANNEL map
1188 .quant8ChannelOperands = {},
1189 // int -> QUANT16_ASYMM map
1190 .quant16AsymmOperands = {},
1191 // int -> QUANT8_SYMM map
1192 .quant8SymmOperands = {},
1193 }
1194 },
1195 }, // End of an example
1196 };
1197 return examples_float16_3;
1198 };
1199
get_examples_dynamic_output_shape_3()1200 std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_3() {
1201 static std::vector<MixedTypedExample> examples_dynamic_output_shape_3 = {
1202 // Begin of an example
1203 {
1204 .operands = {
1205 //Input(s)
1206 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1207 // int -> Dimensions map
1208 .operandDimensions = {{0, {1, 6, 3}}, {1, {1, 6, 7}}, {2, {6, 4}}},
1209 // int -> FLOAT32 map
1210 .float32Operands = {{0, {0.0f, 0.9f, 0.8f, 0.0f, 0.75f, 0.72f, 0.0f, 0.6f, 0.5f, 0.0f, 0.93f, 0.95f, 0.0f, 0.5f, 0.4f, 0.0f, 0.3f, 0.2f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, -1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f}}, {2, {0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 100.5f, 1.0f, 1.0f}}},
1211 // int -> INT32 map
1212 .int32Operands = {},
1213 // int -> QUANT8_ASYMM map
1214 .quant8AsymmOperands = {},
1215 // int -> QUANT16_SYMM map
1216 .quant16SymmOperands = {},
1217 // int -> FLOAT16 map
1218 .float16Operands = {},
1219 // int -> BOOL8 map
1220 .bool8Operands = {},
1221 // int -> QUANT8_SYMM_PER_CHANNEL map
1222 .quant8ChannelOperands = {},
1223 // int -> QUANT16_ASYMM map
1224 .quant16AsymmOperands = {},
1225 // int -> QUANT8_SYMM map
1226 .quant8SymmOperands = {},
1227 },
1228 //Output(s)
1229 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1230 // int -> Dimensions map
1231 .operandDimensions = {{0, {1, 3}}, {1, {1, 3, 4}}, {2, {1, 3}}, {3, {1}}},
1232 // int -> FLOAT32 map
1233 .float32Operands = {{0, {0.95f, 0.9f, 0.3f}}, {1, {0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 100.0f, 1.0f, 101.0f}}},
1234 // int -> INT32 map
1235 .int32Operands = {{2, {2, 1, 1}}, {3, {3}}},
1236 // int -> QUANT8_ASYMM map
1237 .quant8AsymmOperands = {},
1238 // int -> QUANT16_SYMM map
1239 .quant16SymmOperands = {},
1240 // int -> FLOAT16 map
1241 .float16Operands = {},
1242 // int -> BOOL8 map
1243 .bool8Operands = {},
1244 // int -> QUANT8_SYMM_PER_CHANNEL map
1245 .quant8ChannelOperands = {},
1246 // int -> QUANT16_ASYMM map
1247 .quant16AsymmOperands = {},
1248 // int -> QUANT8_SYMM map
1249 .quant8SymmOperands = {},
1250 }
1251 },
1252 }, // End of an example
1253 };
1254 return examples_dynamic_output_shape_3;
1255 };
1256
get_examples_dynamic_output_shape_relaxed_3()1257 std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_relaxed_3() {
1258 static std::vector<MixedTypedExample> examples_dynamic_output_shape_relaxed_3 = {
1259 // Begin of an example
1260 {
1261 .operands = {
1262 //Input(s)
1263 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1264 // int -> Dimensions map
1265 .operandDimensions = {{0, {1, 6, 3}}, {1, {1, 6, 7}}, {2, {6, 4}}},
1266 // int -> FLOAT32 map
1267 .float32Operands = {{0, {0.0f, 0.9f, 0.8f, 0.0f, 0.75f, 0.72f, 0.0f, 0.6f, 0.5f, 0.0f, 0.93f, 0.95f, 0.0f, 0.5f, 0.4f, 0.0f, 0.3f, 0.2f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, -1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f}}, {2, {0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 100.5f, 1.0f, 1.0f}}},
1268 // int -> INT32 map
1269 .int32Operands = {},
1270 // int -> QUANT8_ASYMM map
1271 .quant8AsymmOperands = {},
1272 // int -> QUANT16_SYMM map
1273 .quant16SymmOperands = {},
1274 // int -> FLOAT16 map
1275 .float16Operands = {},
1276 // int -> BOOL8 map
1277 .bool8Operands = {},
1278 // int -> QUANT8_SYMM_PER_CHANNEL map
1279 .quant8ChannelOperands = {},
1280 // int -> QUANT16_ASYMM map
1281 .quant16AsymmOperands = {},
1282 // int -> QUANT8_SYMM map
1283 .quant8SymmOperands = {},
1284 },
1285 //Output(s)
1286 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1287 // int -> Dimensions map
1288 .operandDimensions = {{0, {1, 3}}, {1, {1, 3, 4}}, {2, {1, 3}}, {3, {1}}},
1289 // int -> FLOAT32 map
1290 .float32Operands = {{0, {0.95f, 0.9f, 0.3f}}, {1, {0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 100.0f, 1.0f, 101.0f}}},
1291 // int -> INT32 map
1292 .int32Operands = {{2, {2, 1, 1}}, {3, {3}}},
1293 // int -> QUANT8_ASYMM map
1294 .quant8AsymmOperands = {},
1295 // int -> QUANT16_SYMM map
1296 .quant16SymmOperands = {},
1297 // int -> FLOAT16 map
1298 .float16Operands = {},
1299 // int -> BOOL8 map
1300 .bool8Operands = {},
1301 // int -> QUANT8_SYMM_PER_CHANNEL map
1302 .quant8ChannelOperands = {},
1303 // int -> QUANT16_ASYMM map
1304 .quant16AsymmOperands = {},
1305 // int -> QUANT8_SYMM map
1306 .quant8SymmOperands = {},
1307 }
1308 },
1309 }, // End of an example
1310 };
1311 return examples_dynamic_output_shape_relaxed_3;
1312 };
1313
get_examples_dynamic_output_shape_float16_3()1314 std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_float16_3() {
1315 static std::vector<MixedTypedExample> examples_dynamic_output_shape_float16_3 = {
1316 // Begin of an example
1317 {
1318 .operands = {
1319 //Input(s)
1320 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1321 // int -> Dimensions map
1322 .operandDimensions = {{0, {1, 6, 3}}, {1, {1, 6, 7}}, {2, {6, 4}}},
1323 // int -> FLOAT32 map
1324 .float32Operands = {},
1325 // int -> INT32 map
1326 .int32Operands = {},
1327 // int -> QUANT8_ASYMM map
1328 .quant8AsymmOperands = {},
1329 // int -> QUANT16_SYMM map
1330 .quant16SymmOperands = {},
1331 // int -> FLOAT16 map
1332 .float16Operands = {{0, {0.0f, 0.8999999761581421f, 0.800000011920929f, 0.0f, 0.75f, 0.7200000286102295f, 0.0f, 0.6000000238418579f, 0.5f, 0.0f, 0.9300000071525574f, 0.949999988079071f, 0.0f, 0.5f, 0.4000000059604645f, 0.0f, 0.30000001192092896f, 0.20000000298023224f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, -1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 1.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 2.0f, 3.0f}}, {2, {0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 100.5f, 1.0f, 1.0f}}},
1333 // int -> BOOL8 map
1334 .bool8Operands = {},
1335 // int -> QUANT8_SYMM_PER_CHANNEL map
1336 .quant8ChannelOperands = {},
1337 // int -> QUANT16_ASYMM map
1338 .quant16AsymmOperands = {},
1339 // int -> QUANT8_SYMM map
1340 .quant8SymmOperands = {},
1341 },
1342 //Output(s)
1343 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1344 // int -> Dimensions map
1345 .operandDimensions = {{0, {1, 3}}, {1, {1, 3, 4}}, {2, {1, 3}}, {3, {1}}},
1346 // int -> FLOAT32 map
1347 .float32Operands = {},
1348 // int -> INT32 map
1349 .int32Operands = {{2, {2, 1, 1}}, {3, {3}}},
1350 // int -> QUANT8_ASYMM map
1351 .quant8AsymmOperands = {},
1352 // int -> QUANT16_SYMM map
1353 .quant16SymmOperands = {},
1354 // int -> FLOAT16 map
1355 .float16Operands = {{0, {0.949999988079071f, 0.8999999761581421f, 0.30000001192092896f}}, {1, {0.0f, 10.0f, 1.0f, 11.0f, 0.0f, 0.0f, 1.0f, 1.0f, 0.0f, 100.0f, 1.0f, 101.0f}}},
1356 // int -> BOOL8 map
1357 .bool8Operands = {},
1358 // int -> QUANT8_SYMM_PER_CHANNEL map
1359 .quant8ChannelOperands = {},
1360 // int -> QUANT16_ASYMM map
1361 .quant16AsymmOperands = {},
1362 // int -> QUANT8_SYMM map
1363 .quant8SymmOperands = {},
1364 }
1365 },
1366 }, // End of an example
1367 };
1368 return examples_dynamic_output_shape_float16_3;
1369 };
1370
1371