1 // clang-format off 2 // Generated file (from: heatmap_max_keypoint.mod.py). Do not edit 3 std::vector<MixedTypedExample>& get_examples_nhwc() { 4 static std::vector<MixedTypedExample> examples_nhwc = { 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, {6, 4, 4, 1}}, {1, {6, 4}}}, 12 // int -> FLOAT32 map 13 .float32Operands = {{0, {-10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 10.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 4.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, 10.0f, -8.0f, -2.0f, 4.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -56.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -57.827329175f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f}}, {1, {5.0f, 2.0f, 10.0f, 20.0f, 1.0f, 7.0f, 30.0f, 10.0f, 8.0f, 3.0f, 15.0f, 13.0f, 6.0f, 5.0f, 19.0f, 12.0f, 5.0f, 2.0f, 10.0f, 20.0f, 5.0f, 2.0f, 10.0f, 20.0f}}}, 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, {6, 1}}, {1, {6, 1, 2}}}, 35 // int -> FLOAT32 map 36 .float32Operands = {{0, {9.071493f, 10.005f, 7.1875f, 10.0f, 10.689667f, 9.0f}}, {1, {8.224462f, 8.537316f, 11.73f, 9.625f, 8.875f, 9.5625f, 17.375f, 5.875f, 9.569672f, 2.0f, 8.125f, 8.75f}}}, 37 // int -> INT32 map 38 .int32Operands = {}, 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_nhwc; 58 }; 59 60 std::vector<MixedTypedExample>& get_examples_nhwc_relaxed() { 61 static std::vector<MixedTypedExample> examples_nhwc_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, {6, 4, 4, 1}}, {1, {6, 4}}}, 69 // int -> FLOAT32 map 70 .float32Operands = {{0, {-10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 10.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 4.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, 10.0f, -8.0f, -2.0f, 4.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -56.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -57.827329175f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f}}, {1, {5.0f, 2.0f, 10.0f, 20.0f, 1.0f, 7.0f, 30.0f, 10.0f, 8.0f, 3.0f, 15.0f, 13.0f, 6.0f, 5.0f, 19.0f, 12.0f, 5.0f, 2.0f, 10.0f, 20.0f, 5.0f, 2.0f, 10.0f, 20.0f}}}, 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, {6, 1}}, {1, {6, 1, 2}}}, 92 // int -> FLOAT32 map 93 .float32Operands = {{0, {9.071493f, 10.005f, 7.1875f, 10.0f, 10.689667f, 9.0f}}, {1, {8.224462f, 8.537316f, 11.73f, 9.625f, 8.875f, 9.5625f, 17.375f, 5.875f, 9.569672f, 2.0f, 8.125f, 8.75f}}}, 94 // int -> INT32 map 95 .int32Operands = {}, 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_nhwc_relaxed; 115 }; 116 117 std::vector<MixedTypedExample>& get_examples_nhwc_float16() { 118 static std::vector<MixedTypedExample> examples_nhwc_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, {6, 4, 4, 1}}, {1, {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, {-10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 10.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 4.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, 10.0f, -8.0f, -2.0f, 4.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -56.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -57.827327728271484f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f}}, {1, {5.0f, 2.0f, 10.0f, 20.0f, 1.0f, 7.0f, 30.0f, 10.0f, 8.0f, 3.0f, 15.0f, 13.0f, 6.0f, 5.0f, 19.0f, 12.0f, 5.0f, 2.0f, 10.0f, 20.0f, 5.0f, 2.0f, 10.0f, 20.0f}}}, 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, {6, 1}}, {1, {6, 1, 2}}}, 149 // int -> FLOAT32 map 150 .float32Operands = {}, 151 // int -> INT32 map 152 .int32Operands = {}, 153 // int -> QUANT8_ASYMM map 154 .quant8AsymmOperands = {}, 155 // int -> QUANT16_SYMM map 156 .quant16SymmOperands = {}, 157 // int -> FLOAT16 map 158 .float16Operands = {{0, {9.071493148803711f, 10.005000114440918f, 7.1875f, 10.0f, 10.689666748046875f, 9.0f}}, {1, {8.224461555480957f, 8.53731632232666f, 11.729999542236328f, 9.625f, 8.875f, 9.5625f, 17.375f, 5.875f, 9.569671630859375f, 2.0f, 8.125f, 8.75f}}}, 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_nhwc_float16; 172 }; 173 174 std::vector<MixedTypedExample>& get_examples_nchw() { 175 static std::vector<MixedTypedExample> examples_nchw = { 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, {6, 1, 4, 4}}, {1, {6, 4}}}, 183 // int -> FLOAT32 map 184 .float32Operands = {{0, {-10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 10.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 4.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, 10.0f, -8.0f, -2.0f, 4.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -56.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -57.827329175f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f}}, {1, {5.0f, 2.0f, 10.0f, 20.0f, 1.0f, 7.0f, 30.0f, 10.0f, 8.0f, 3.0f, 15.0f, 13.0f, 6.0f, 5.0f, 19.0f, 12.0f, 5.0f, 2.0f, 10.0f, 20.0f, 5.0f, 2.0f, 10.0f, 20.0f}}}, 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, {6, 1}}, {1, {6, 1, 2}}}, 206 // int -> FLOAT32 map 207 .float32Operands = {{0, {9.071493f, 10.005f, 7.1875f, 10.0f, 10.689667f, 9.0f}}, {1, {8.224462f, 8.537316f, 11.73f, 9.625f, 8.875f, 9.5625f, 17.375f, 5.875f, 9.569672f, 2.0f, 8.125f, 8.75f}}}, 208 // int -> INT32 map 209 .int32Operands = {}, 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_nchw; 229 }; 230 231 std::vector<MixedTypedExample>& get_examples_nchw_relaxed() { 232 static std::vector<MixedTypedExample> examples_nchw_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, {6, 1, 4, 4}}, {1, {6, 4}}}, 240 // int -> FLOAT32 map 241 .float32Operands = {{0, {-10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 10.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 4.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, 10.0f, -8.0f, -2.0f, 4.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -56.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -57.827329175f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f}}, {1, {5.0f, 2.0f, 10.0f, 20.0f, 1.0f, 7.0f, 30.0f, 10.0f, 8.0f, 3.0f, 15.0f, 13.0f, 6.0f, 5.0f, 19.0f, 12.0f, 5.0f, 2.0f, 10.0f, 20.0f, 5.0f, 2.0f, 10.0f, 20.0f}}}, 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, {6, 1}}, {1, {6, 1, 2}}}, 263 // int -> FLOAT32 map 264 .float32Operands = {{0, {9.071493f, 10.005f, 7.1875f, 10.0f, 10.689667f, 9.0f}}, {1, {8.224462f, 8.537316f, 11.73f, 9.625f, 8.875f, 9.5625f, 17.375f, 5.875f, 9.569672f, 2.0f, 8.125f, 8.75f}}}, 265 // int -> INT32 map 266 .int32Operands = {}, 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_nchw_relaxed; 286 }; 287 288 std::vector<MixedTypedExample>& get_examples_nchw_float16() { 289 static std::vector<MixedTypedExample> examples_nchw_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, {6, 1, 4, 4}}, {1, {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, {-10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 10.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 4.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, 10.0f, -8.0f, -2.0f, 4.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -56.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -57.827327728271484f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f}}, {1, {5.0f, 2.0f, 10.0f, 20.0f, 1.0f, 7.0f, 30.0f, 10.0f, 8.0f, 3.0f, 15.0f, 13.0f, 6.0f, 5.0f, 19.0f, 12.0f, 5.0f, 2.0f, 10.0f, 20.0f, 5.0f, 2.0f, 10.0f, 20.0f}}}, 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, {6, 1}}, {1, {6, 1, 2}}}, 320 // int -> FLOAT32 map 321 .float32Operands = {}, 322 // int -> INT32 map 323 .int32Operands = {}, 324 // int -> QUANT8_ASYMM map 325 .quant8AsymmOperands = {}, 326 // int -> QUANT16_SYMM map 327 .quant16SymmOperands = {}, 328 // int -> FLOAT16 map 329 .float16Operands = {{0, {9.071493148803711f, 10.005000114440918f, 7.1875f, 10.0f, 10.689666748046875f, 9.0f}}, {1, {8.224461555480957f, 8.53731632232666f, 11.729999542236328f, 9.625f, 8.875f, 9.5625f, 17.375f, 5.875f, 9.569671630859375f, 2.0f, 8.125f, 8.75f}}}, 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_nchw_float16; 343 }; 344 345 std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc() { 346 static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc = { 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, {6, 4, 4, 1}}, {1, {6, 4}}}, 354 // int -> FLOAT32 map 355 .float32Operands = {{0, {-10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 10.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 4.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, 10.0f, -8.0f, -2.0f, 4.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -56.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -57.827329175f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f}}, {1, {5.0f, 2.0f, 10.0f, 20.0f, 1.0f, 7.0f, 30.0f, 10.0f, 8.0f, 3.0f, 15.0f, 13.0f, 6.0f, 5.0f, 19.0f, 12.0f, 5.0f, 2.0f, 10.0f, 20.0f, 5.0f, 2.0f, 10.0f, 20.0f}}}, 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, {6, 1}}, {1, {6, 1, 2}}}, 377 // int -> FLOAT32 map 378 .float32Operands = {{0, {9.071493f, 10.005f, 7.1875f, 10.0f, 10.689667f, 9.0f}}, {1, {8.224462f, 8.537316f, 11.73f, 9.625f, 8.875f, 9.5625f, 17.375f, 5.875f, 9.569672f, 2.0f, 8.125f, 8.75f}}}, 379 // int -> INT32 map 380 .int32Operands = {}, 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_dynamic_output_shape_nhwc; 400 }; 401 402 std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relaxed() { 403 static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_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, {6, 4, 4, 1}}, {1, {6, 4}}}, 411 // int -> FLOAT32 map 412 .float32Operands = {{0, {-10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 10.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 4.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, 10.0f, -8.0f, -2.0f, 4.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -56.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -57.827329175f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f}}, {1, {5.0f, 2.0f, 10.0f, 20.0f, 1.0f, 7.0f, 30.0f, 10.0f, 8.0f, 3.0f, 15.0f, 13.0f, 6.0f, 5.0f, 19.0f, 12.0f, 5.0f, 2.0f, 10.0f, 20.0f, 5.0f, 2.0f, 10.0f, 20.0f}}}, 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, {6, 1}}, {1, {6, 1, 2}}}, 434 // int -> FLOAT32 map 435 .float32Operands = {{0, {9.071493f, 10.005f, 7.1875f, 10.0f, 10.689667f, 9.0f}}, {1, {8.224462f, 8.537316f, 11.73f, 9.625f, 8.875f, 9.5625f, 17.375f, 5.875f, 9.569672f, 2.0f, 8.125f, 8.75f}}}, 436 // int -> INT32 map 437 .int32Operands = {}, 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_dynamic_output_shape_nhwc_relaxed; 457 }; 458 459 std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_float16() { 460 static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_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, {6, 4, 4, 1}}, {1, {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, {-10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 10.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 4.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, 10.0f, -8.0f, -2.0f, 4.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -56.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -57.827327728271484f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f}}, {1, {5.0f, 2.0f, 10.0f, 20.0f, 1.0f, 7.0f, 30.0f, 10.0f, 8.0f, 3.0f, 15.0f, 13.0f, 6.0f, 5.0f, 19.0f, 12.0f, 5.0f, 2.0f, 10.0f, 20.0f, 5.0f, 2.0f, 10.0f, 20.0f}}}, 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, {6, 1}}, {1, {6, 1, 2}}}, 491 // int -> FLOAT32 map 492 .float32Operands = {}, 493 // int -> INT32 map 494 .int32Operands = {}, 495 // int -> QUANT8_ASYMM map 496 .quant8AsymmOperands = {}, 497 // int -> QUANT16_SYMM map 498 .quant16SymmOperands = {}, 499 // int -> FLOAT16 map 500 .float16Operands = {{0, {9.071493148803711f, 10.005000114440918f, 7.1875f, 10.0f, 10.689666748046875f, 9.0f}}, {1, {8.224461555480957f, 8.53731632232666f, 11.729999542236328f, 9.625f, 8.875f, 9.5625f, 17.375f, 5.875f, 9.569671630859375f, 2.0f, 8.125f, 8.75f}}}, 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_dynamic_output_shape_nhwc_float16; 514 }; 515 516 std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw() { 517 static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw = { 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, {6, 1, 4, 4}}, {1, {6, 4}}}, 525 // int -> FLOAT32 map 526 .float32Operands = {{0, {-10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 10.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 4.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, 10.0f, -8.0f, -2.0f, 4.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -56.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -57.827329175f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f}}, {1, {5.0f, 2.0f, 10.0f, 20.0f, 1.0f, 7.0f, 30.0f, 10.0f, 8.0f, 3.0f, 15.0f, 13.0f, 6.0f, 5.0f, 19.0f, 12.0f, 5.0f, 2.0f, 10.0f, 20.0f, 5.0f, 2.0f, 10.0f, 20.0f}}}, 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, {6, 1}}, {1, {6, 1, 2}}}, 548 // int -> FLOAT32 map 549 .float32Operands = {{0, {9.071493f, 10.005f, 7.1875f, 10.0f, 10.689667f, 9.0f}}, {1, {8.224462f, 8.537316f, 11.73f, 9.625f, 8.875f, 9.5625f, 17.375f, 5.875f, 9.569672f, 2.0f, 8.125f, 8.75f}}}, 550 // int -> INT32 map 551 .int32Operands = {}, 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_nchw; 571 }; 572 573 std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relaxed() { 574 static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_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, {6, 1, 4, 4}}, {1, {6, 4}}}, 582 // int -> FLOAT32 map 583 .float32Operands = {{0, {-10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 10.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 4.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, 10.0f, -8.0f, -2.0f, 4.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -56.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -57.827329175f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f}}, {1, {5.0f, 2.0f, 10.0f, 20.0f, 1.0f, 7.0f, 30.0f, 10.0f, 8.0f, 3.0f, 15.0f, 13.0f, 6.0f, 5.0f, 19.0f, 12.0f, 5.0f, 2.0f, 10.0f, 20.0f, 5.0f, 2.0f, 10.0f, 20.0f}}}, 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, {6, 1}}, {1, {6, 1, 2}}}, 605 // int -> FLOAT32 map 606 .float32Operands = {{0, {9.071493f, 10.005f, 7.1875f, 10.0f, 10.689667f, 9.0f}}, {1, {8.224462f, 8.537316f, 11.73f, 9.625f, 8.875f, 9.5625f, 17.375f, 5.875f, 9.569672f, 2.0f, 8.125f, 8.75f}}}, 607 // int -> INT32 map 608 .int32Operands = {}, 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_nchw_relaxed; 628 }; 629 630 std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_float16() { 631 static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_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, {6, 1, 4, 4}}, {1, {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, {-10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 10.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, -5.0f, -8.0f, -2.0f, 4.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -1.0f, 4.0f, 10.0f, -8.0f, -2.0f, 4.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -56.0f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f, -10.0f, -57.827327728271484f, 4.0f, -5.0f, -8.0f, -2.0f, 9.0f, 1.0f, 7.0f, -2.0f, 3.0f, -7.0f, -2.0f, 2.0f, -3.0f, 5.0f}}, {1, {5.0f, 2.0f, 10.0f, 20.0f, 1.0f, 7.0f, 30.0f, 10.0f, 8.0f, 3.0f, 15.0f, 13.0f, 6.0f, 5.0f, 19.0f, 12.0f, 5.0f, 2.0f, 10.0f, 20.0f, 5.0f, 2.0f, 10.0f, 20.0f}}}, 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, {6, 1}}, {1, {6, 1, 2}}}, 662 // int -> FLOAT32 map 663 .float32Operands = {}, 664 // int -> INT32 map 665 .int32Operands = {}, 666 // int -> QUANT8_ASYMM map 667 .quant8AsymmOperands = {}, 668 // int -> QUANT16_SYMM map 669 .quant16SymmOperands = {}, 670 // int -> FLOAT16 map 671 .float16Operands = {{0, {9.071493148803711f, 10.005000114440918f, 7.1875f, 10.0f, 10.689666748046875f, 9.0f}}, {1, {8.224461555480957f, 8.53731632232666f, 11.729999542236328f, 9.625f, 8.875f, 9.5625f, 17.375f, 5.875f, 9.569671630859375f, 2.0f, 8.125f, 8.75f}}}, 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_nchw_float16; 685 }; 686 687 std::vector<MixedTypedExample>& get_examples_nhwc_2() { 688 static std::vector<MixedTypedExample> examples_nhwc_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, {2, 4, 4, 4}}, {1, {2, 4}}}, 696 // int -> FLOAT32 map 697 .float32Operands = {{0, {0.19f, 0.61f, 0.49f, 0.01f, 0.98f, 0.65f, 0.64f, 0.7f, 0.76f, 0.55f, 0.83f, 0.19f, 0.46f, 0.03f, 0.67f, 0.71f, 0.17f, 0.23f, 0.89f, 0.08f, 0.96f, 0.65f, 0.52f, 0.4f, 0.36f, 0.8f, 0.55f, 0.89f, 0.58f, 0.29f, 0.27f, 0.69f, 0.66f, 0.06f, 0.51f, 0.26f, 0.96f, 0.38f, 0.41f, 0.89f, 0.88f, 0.46f, 0.96f, 0.73f, 0.54f, 0.64f, 0.84f, 0.74f, 0.51f, 0.41f, 0.13f, 0.19f, 0.52f, 0.21f, 0.5f, 0.75f, 0.89f, 0.89f, 0.2f, 0.58f, 0.7f, 0.13f, 0.29f, 0.39f, 0.91f, 0.06f, 0.93f, 0.34f, 0.8f, 0.87f, 0.59f, 0.67f, 0.57f, 0.85f, 0.24f, 0.25f, 0.76f, 0.34f, 0.37f, 0.11f, 0.0f, 0.29f, 0.3f, 0.77f, 0.34f, 0.57f, 0.48f, 0.76f, 0.93f, 0.18f, 0.64f, 0.12f, 0.67f, 0.47f, 0.56f, 0.5f, 0.48f, 0.99f, 0.46f, 0.66f, 0.98f, 0.06f, 0.1f, 0.66f, 0.66f, 0.91f, 0.67f, 0.23f, 0.4f, 0.37f, 0.17f, 0.35f, 0.48f, 0.98f, 0.47f, 0.49f, 0.56f, 0.18f, 0.75f, 0.29f, 0.04f, 0.23f, 0.42f, 0.55f, 0.38f, 0.07f, 0.71f, 0.8f}}, {1, {5.0f, 2.0f, 10.0f, 20.0f, 1.0f, 7.0f, 30.0f, 10.0f}}}, 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, {2, 4}}, {1, {2, 4, 2}}}, 719 // int -> FLOAT32 map 720 .float32Operands = {{0, {1.02021f, 0.890556f, 1.00711f, 0.945129f, 0.987798f, 1.07382f, 0.93f, 0.8f}}, {1, {7.227723f, 4.25f, 8.090278f, 17.75f, 8.523379f, 12.589181f, 8.36558f, 10.122508f, 12.431603f, 8.934225f, 4.625f, 9.239437f, 4.625f, 7.375f, 26.375f, 9.625f}}}, 721 // int -> INT32 map 722 .int32Operands = {}, 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_nhwc_2; 742 }; 743 744 std::vector<MixedTypedExample>& get_examples_nhwc_relaxed_2() { 745 static std::vector<MixedTypedExample> examples_nhwc_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, {2, 4, 4, 4}}, {1, {2, 4}}}, 753 // int -> FLOAT32 map 754 .float32Operands = {{0, {0.19f, 0.61f, 0.49f, 0.01f, 0.98f, 0.65f, 0.64f, 0.7f, 0.76f, 0.55f, 0.83f, 0.19f, 0.46f, 0.03f, 0.67f, 0.71f, 0.17f, 0.23f, 0.89f, 0.08f, 0.96f, 0.65f, 0.52f, 0.4f, 0.36f, 0.8f, 0.55f, 0.89f, 0.58f, 0.29f, 0.27f, 0.69f, 0.66f, 0.06f, 0.51f, 0.26f, 0.96f, 0.38f, 0.41f, 0.89f, 0.88f, 0.46f, 0.96f, 0.73f, 0.54f, 0.64f, 0.84f, 0.74f, 0.51f, 0.41f, 0.13f, 0.19f, 0.52f, 0.21f, 0.5f, 0.75f, 0.89f, 0.89f, 0.2f, 0.58f, 0.7f, 0.13f, 0.29f, 0.39f, 0.91f, 0.06f, 0.93f, 0.34f, 0.8f, 0.87f, 0.59f, 0.67f, 0.57f, 0.85f, 0.24f, 0.25f, 0.76f, 0.34f, 0.37f, 0.11f, 0.0f, 0.29f, 0.3f, 0.77f, 0.34f, 0.57f, 0.48f, 0.76f, 0.93f, 0.18f, 0.64f, 0.12f, 0.67f, 0.47f, 0.56f, 0.5f, 0.48f, 0.99f, 0.46f, 0.66f, 0.98f, 0.06f, 0.1f, 0.66f, 0.66f, 0.91f, 0.67f, 0.23f, 0.4f, 0.37f, 0.17f, 0.35f, 0.48f, 0.98f, 0.47f, 0.49f, 0.56f, 0.18f, 0.75f, 0.29f, 0.04f, 0.23f, 0.42f, 0.55f, 0.38f, 0.07f, 0.71f, 0.8f}}, {1, {5.0f, 2.0f, 10.0f, 20.0f, 1.0f, 7.0f, 30.0f, 10.0f}}}, 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, {2, 4}}, {1, {2, 4, 2}}}, 776 // int -> FLOAT32 map 777 .float32Operands = {{0, {1.02021f, 0.890556f, 1.00711f, 0.945129f, 0.987798f, 1.07382f, 0.93f, 0.8f}}, {1, {7.227723f, 4.25f, 8.090278f, 17.75f, 8.523379f, 12.589181f, 8.36558f, 10.122508f, 12.431603f, 8.934225f, 4.625f, 9.239437f, 4.625f, 7.375f, 26.375f, 9.625f}}}, 778 // int -> INT32 map 779 .int32Operands = {}, 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_nhwc_relaxed_2; 799 }; 800 801 std::vector<MixedTypedExample>& get_examples_nhwc_float16_2() { 802 static std::vector<MixedTypedExample> examples_nhwc_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, {2, 4, 4, 4}}, {1, {2, 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, {0.1899999976158142f, 0.6100000143051147f, 0.49000000953674316f, 0.009999999776482582f, 0.9800000190734863f, 0.6499999761581421f, 0.6399999856948853f, 0.699999988079071f, 0.7599999904632568f, 0.550000011920929f, 0.8299999833106995f, 0.1899999976158142f, 0.46000000834465027f, 0.029999999329447746f, 0.6700000166893005f, 0.7099999785423279f, 0.17000000178813934f, 0.23000000417232513f, 0.8899999856948853f, 0.07999999821186066f, 0.9599999785423279f, 0.6499999761581421f, 0.5199999809265137f, 0.4000000059604645f, 0.36000001430511475f, 0.800000011920929f, 0.550000011920929f, 0.8899999856948853f, 0.5799999833106995f, 0.28999999165534973f, 0.27000001072883606f, 0.6899999976158142f, 0.6600000262260437f, 0.05999999865889549f, 0.5099999904632568f, 0.25999999046325684f, 0.9599999785423279f, 0.3799999952316284f, 0.4099999964237213f, 0.8899999856948853f, 0.8799999952316284f, 0.46000000834465027f, 0.9599999785423279f, 0.7300000190734863f, 0.5400000214576721f, 0.6399999856948853f, 0.8399999737739563f, 0.7400000095367432f, 0.5099999904632568f, 0.4099999964237213f, 0.12999999523162842f, 0.1899999976158142f, 0.5199999809265137f, 0.20999999344348907f, 0.5f, 0.75f, 0.8899999856948853f, 0.8899999856948853f, 0.20000000298023224f, 0.5799999833106995f, 0.699999988079071f, 0.12999999523162842f, 0.28999999165534973f, 0.38999998569488525f, 0.9100000262260437f, 0.05999999865889549f, 0.9300000071525574f, 0.3400000035762787f, 0.800000011920929f, 0.8700000047683716f, 0.5899999737739563f, 0.6700000166893005f, 0.5699999928474426f, 0.8500000238418579f, 0.23999999463558197f, 0.25f, 0.7599999904632568f, 0.3400000035762787f, 0.3700000047683716f, 0.10999999940395355f, 0.0f, 0.28999999165534973f, 0.30000001192092896f, 0.7699999809265137f, 0.3400000035762787f, 0.5699999928474426f, 0.47999998927116394f, 0.7599999904632568f, 0.9300000071525574f, 0.18000000715255737f, 0.6399999856948853f, 0.11999999731779099f, 0.6700000166893005f, 0.4699999988079071f, 0.5600000023841858f, 0.5f, 0.47999998927116394f, 0.9900000095367432f, 0.46000000834465027f, 0.6600000262260437f, 0.9800000190734863f, 0.05999999865889549f, 0.10000000149011612f, 0.6600000262260437f, 0.6600000262260437f, 0.9100000262260437f, 0.6700000166893005f, 0.23000000417232513f, 0.4000000059604645f, 0.3700000047683716f, 0.17000000178813934f, 0.3499999940395355f, 0.47999998927116394f, 0.9800000190734863f, 0.4699999988079071f, 0.49000000953674316f, 0.5600000023841858f, 0.18000000715255737f, 0.75f, 0.28999999165534973f, 0.03999999910593033f, 0.23000000417232513f, 0.41999998688697815f, 0.550000011920929f, 0.3799999952316284f, 0.07000000029802322f, 0.7099999785423279f, 0.800000011920929f}}, {1, {5.0f, 2.0f, 10.0f, 20.0f, 1.0f, 7.0f, 30.0f, 10.0f}}}, 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, {2, 4}}, {1, {2, 4, 2}}}, 833 // int -> FLOAT32 map 834 .float32Operands = {}, 835 // int -> INT32 map 836 .int32Operands = {}, 837 // int -> QUANT8_ASYMM map 838 .quant8AsymmOperands = {}, 839 // int -> QUANT16_SYMM map 840 .quant16SymmOperands = {}, 841 // int -> FLOAT16 map 842 .float16Operands = {{0, {1.0202100276947021f, 0.8905559778213501f, 1.0071099996566772f, 0.9451289772987366f, 0.9877979755401611f, 1.0738199949264526f, 0.9300000071525574f, 0.800000011920929f}}, {1, {7.227723121643066f, 4.25f, 8.090277671813965f, 17.75f, 8.5233793258667f, 12.589180946350098f, 8.365579605102539f, 10.12250804901123f, 12.43160343170166f, 8.934225082397461f, 4.625f, 9.239437103271484f, 4.625f, 7.375f, 26.375f, 9.625f}}}, 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_nhwc_float16_2; 856 }; 857 858 std::vector<MixedTypedExample>& get_examples_nhwc_quant8() { 859 static std::vector<MixedTypedExample> examples_nhwc_quant8 = { 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, {2, 4, 4, 4}}, {1, {2, 4}}}, 867 // int -> FLOAT32 map 868 .float32Operands = {}, 869 // int -> INT32 map 870 .int32Operands = {}, 871 // int -> QUANT8_ASYMM map 872 .quant8AsymmOperands = {{0, {147, 189, 177, 129, 226, 193, 192, 198, 204, 183, 211, 147, 174, 131, 195, 199, 145, 151, 217, 136, 224, 193, 180, 168, 164, 208, 183, 217, 186, 157, 155, 197, 194, 134, 179, 154, 224, 166, 169, 217, 216, 174, 224, 201, 182, 192, 212, 202, 179, 169, 141, 147, 180, 149, 178, 203, 217, 217, 148, 186, 198, 141, 157, 167, 219, 134, 221, 162, 208, 215, 187, 195, 185, 213, 152, 153, 204, 162, 165, 139, 128, 157, 158, 205, 162, 185, 176, 204, 221, 146, 192, 140, 195, 175, 184, 178, 176, 227, 174, 194, 226, 134, 138, 194, 194, 219, 195, 151, 168, 165, 145, 163, 176, 226, 175, 177, 184, 146, 203, 157, 132, 151, 170, 183, 166, 135, 199, 208}}}, 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 = {{1, {40, 16, 80, 160, 8, 56, 240, 80}}}, 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, {2, 4}}, {1, {2, 4, 2}}}, 890 // int -> FLOAT32 map 891 .float32Operands = {}, 892 // int -> INT32 map 893 .int32Operands = {}, 894 // int -> QUANT8_ASYMM map 895 .quant8AsymmOperands = {{0, {102, 89, 101, 95, 99, 107, 93, 80}}}, 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 = {{1, {58, 34, 65, 142, 68, 101, 67, 81, 99, 71, 37, 74, 37, 59, 211, 77}}}, 906 // int -> QUANT8_SYMM map 907 .quant8SymmOperands = {}, 908 } 909 }, 910 }, // End of an example 911 }; 912 return examples_nhwc_quant8; 913 }; 914 915 std::vector<MixedTypedExample>& get_examples_nchw_2() { 916 static std::vector<MixedTypedExample> examples_nchw_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, {2, 4, 4, 4}}, {1, {2, 4}}}, 924 // int -> FLOAT32 map 925 .float32Operands = {{0, {0.19f, 0.98f, 0.76f, 0.46f, 0.17f, 0.96f, 0.36f, 0.58f, 0.66f, 0.96f, 0.88f, 0.54f, 0.51f, 0.52f, 0.89f, 0.7f, 0.61f, 0.65f, 0.55f, 0.03f, 0.23f, 0.65f, 0.8f, 0.29f, 0.06f, 0.38f, 0.46f, 0.64f, 0.41f, 0.21f, 0.89f, 0.13f, 0.49f, 0.64f, 0.83f, 0.67f, 0.89f, 0.52f, 0.55f, 0.27f, 0.51f, 0.41f, 0.96f, 0.84f, 0.13f, 0.5f, 0.2f, 0.29f, 0.01f, 0.7f, 0.19f, 0.71f, 0.08f, 0.4f, 0.89f, 0.69f, 0.26f, 0.89f, 0.73f, 0.74f, 0.19f, 0.75f, 0.58f, 0.39f, 0.91f, 0.8f, 0.57f, 0.76f, 0.0f, 0.34f, 0.93f, 0.67f, 0.48f, 0.98f, 0.66f, 0.4f, 0.48f, 0.56f, 0.04f, 0.38f, 0.06f, 0.87f, 0.85f, 0.34f, 0.29f, 0.57f, 0.18f, 0.47f, 0.99f, 0.06f, 0.91f, 0.37f, 0.98f, 0.18f, 0.23f, 0.07f, 0.93f, 0.59f, 0.24f, 0.37f, 0.3f, 0.48f, 0.64f, 0.56f, 0.46f, 0.1f, 0.67f, 0.17f, 0.47f, 0.75f, 0.42f, 0.71f, 0.34f, 0.67f, 0.25f, 0.11f, 0.77f, 0.76f, 0.12f, 0.5f, 0.66f, 0.66f, 0.23f, 0.35f, 0.49f, 0.29f, 0.55f, 0.8f}}, {1, {5.0f, 2.0f, 10.0f, 20.0f, 1.0f, 7.0f, 30.0f, 10.0f}}}, 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, {2, 4}}, {1, {2, 4, 2}}}, 947 // int -> FLOAT32 map 948 .float32Operands = {{0, {1.02021f, 0.890556f, 1.00711f, 0.945129f, 0.987798f, 1.07382f, 0.93f, 0.8f}}, {1, {7.227723f, 4.25f, 8.090278f, 17.75f, 8.523379f, 12.589181f, 8.36558f, 10.122508f, 12.431603f, 8.934225f, 4.625f, 9.239437f, 4.625f, 7.375f, 26.375f, 9.625f}}}, 949 // int -> INT32 map 950 .int32Operands = {}, 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_nchw_2; 970 }; 971 972 std::vector<MixedTypedExample>& get_examples_nchw_relaxed_2() { 973 static std::vector<MixedTypedExample> examples_nchw_relaxed_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, {2, 4, 4, 4}}, {1, {2, 4}}}, 981 // int -> FLOAT32 map 982 .float32Operands = {{0, {0.19f, 0.98f, 0.76f, 0.46f, 0.17f, 0.96f, 0.36f, 0.58f, 0.66f, 0.96f, 0.88f, 0.54f, 0.51f, 0.52f, 0.89f, 0.7f, 0.61f, 0.65f, 0.55f, 0.03f, 0.23f, 0.65f, 0.8f, 0.29f, 0.06f, 0.38f, 0.46f, 0.64f, 0.41f, 0.21f, 0.89f, 0.13f, 0.49f, 0.64f, 0.83f, 0.67f, 0.89f, 0.52f, 0.55f, 0.27f, 0.51f, 0.41f, 0.96f, 0.84f, 0.13f, 0.5f, 0.2f, 0.29f, 0.01f, 0.7f, 0.19f, 0.71f, 0.08f, 0.4f, 0.89f, 0.69f, 0.26f, 0.89f, 0.73f, 0.74f, 0.19f, 0.75f, 0.58f, 0.39f, 0.91f, 0.8f, 0.57f, 0.76f, 0.0f, 0.34f, 0.93f, 0.67f, 0.48f, 0.98f, 0.66f, 0.4f, 0.48f, 0.56f, 0.04f, 0.38f, 0.06f, 0.87f, 0.85f, 0.34f, 0.29f, 0.57f, 0.18f, 0.47f, 0.99f, 0.06f, 0.91f, 0.37f, 0.98f, 0.18f, 0.23f, 0.07f, 0.93f, 0.59f, 0.24f, 0.37f, 0.3f, 0.48f, 0.64f, 0.56f, 0.46f, 0.1f, 0.67f, 0.17f, 0.47f, 0.75f, 0.42f, 0.71f, 0.34f, 0.67f, 0.25f, 0.11f, 0.77f, 0.76f, 0.12f, 0.5f, 0.66f, 0.66f, 0.23f, 0.35f, 0.49f, 0.29f, 0.55f, 0.8f}}, {1, {5.0f, 2.0f, 10.0f, 20.0f, 1.0f, 7.0f, 30.0f, 10.0f}}}, 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 = {}, 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, {2, 4}}, {1, {2, 4, 2}}}, 1004 // int -> FLOAT32 map 1005 .float32Operands = {{0, {1.02021f, 0.890556f, 1.00711f, 0.945129f, 0.987798f, 1.07382f, 0.93f, 0.8f}}, {1, {7.227723f, 4.25f, 8.090278f, 17.75f, 8.523379f, 12.589181f, 8.36558f, 10.122508f, 12.431603f, 8.934225f, 4.625f, 9.239437f, 4.625f, 7.375f, 26.375f, 9.625f}}}, 1006 // int -> INT32 map 1007 .int32Operands = {}, 1008 // int -> QUANT8_ASYMM map 1009 .quant8AsymmOperands = {}, 1010 // int -> QUANT16_SYMM map 1011 .quant16SymmOperands = {}, 1012 // int -> FLOAT16 map 1013 .float16Operands = {}, 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_nchw_relaxed_2; 1027 }; 1028 1029 std::vector<MixedTypedExample>& get_examples_nchw_float16_2() { 1030 static std::vector<MixedTypedExample> examples_nchw_float16_2 = { 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, {2, 4, 4, 4}}, {1, {2, 4}}}, 1038 // int -> FLOAT32 map 1039 .float32Operands = {}, 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 = {{0, {0.1899999976158142f, 0.9800000190734863f, 0.7599999904632568f, 0.46000000834465027f, 0.17000000178813934f, 0.9599999785423279f, 0.36000001430511475f, 0.5799999833106995f, 0.6600000262260437f, 0.9599999785423279f, 0.8799999952316284f, 0.5400000214576721f, 0.5099999904632568f, 0.5199999809265137f, 0.8899999856948853f, 0.699999988079071f, 0.6100000143051147f, 0.6499999761581421f, 0.550000011920929f, 0.029999999329447746f, 0.23000000417232513f, 0.6499999761581421f, 0.800000011920929f, 0.28999999165534973f, 0.05999999865889549f, 0.3799999952316284f, 0.46000000834465027f, 0.6399999856948853f, 0.4099999964237213f, 0.20999999344348907f, 0.8899999856948853f, 0.12999999523162842f, 0.49000000953674316f, 0.6399999856948853f, 0.8299999833106995f, 0.6700000166893005f, 0.8899999856948853f, 0.5199999809265137f, 0.550000011920929f, 0.27000001072883606f, 0.5099999904632568f, 0.4099999964237213f, 0.9599999785423279f, 0.8399999737739563f, 0.12999999523162842f, 0.5f, 0.20000000298023224f, 0.28999999165534973f, 0.009999999776482582f, 0.699999988079071f, 0.1899999976158142f, 0.7099999785423279f, 0.07999999821186066f, 0.4000000059604645f, 0.8899999856948853f, 0.6899999976158142f, 0.25999999046325684f, 0.8899999856948853f, 0.7300000190734863f, 0.7400000095367432f, 0.1899999976158142f, 0.75f, 0.5799999833106995f, 0.38999998569488525f, 0.9100000262260437f, 0.800000011920929f, 0.5699999928474426f, 0.7599999904632568f, 0.0f, 0.3400000035762787f, 0.9300000071525574f, 0.6700000166893005f, 0.47999998927116394f, 0.9800000190734863f, 0.6600000262260437f, 0.4000000059604645f, 0.47999998927116394f, 0.5600000023841858f, 0.03999999910593033f, 0.3799999952316284f, 0.05999999865889549f, 0.8700000047683716f, 0.8500000238418579f, 0.3400000035762787f, 0.28999999165534973f, 0.5699999928474426f, 0.18000000715255737f, 0.4699999988079071f, 0.9900000095367432f, 0.05999999865889549f, 0.9100000262260437f, 0.3700000047683716f, 0.9800000190734863f, 0.18000000715255737f, 0.23000000417232513f, 0.07000000029802322f, 0.9300000071525574f, 0.5899999737739563f, 0.23999999463558197f, 0.3700000047683716f, 0.30000001192092896f, 0.47999998927116394f, 0.6399999856948853f, 0.5600000023841858f, 0.46000000834465027f, 0.10000000149011612f, 0.6700000166893005f, 0.17000000178813934f, 0.4699999988079071f, 0.75f, 0.41999998688697815f, 0.7099999785423279f, 0.3400000035762787f, 0.6700000166893005f, 0.25f, 0.10999999940395355f, 0.7699999809265137f, 0.7599999904632568f, 0.11999999731779099f, 0.5f, 0.6600000262260437f, 0.6600000262260437f, 0.23000000417232513f, 0.3499999940395355f, 0.49000000953674316f, 0.28999999165534973f, 0.550000011920929f, 0.800000011920929f}}, {1, {5.0f, 2.0f, 10.0f, 20.0f, 1.0f, 7.0f, 30.0f, 10.0f}}}, 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, {2, 4}}, {1, {2, 4, 2}}}, 1061 // int -> FLOAT32 map 1062 .float32Operands = {}, 1063 // int -> INT32 map 1064 .int32Operands = {}, 1065 // int -> QUANT8_ASYMM map 1066 .quant8AsymmOperands = {}, 1067 // int -> QUANT16_SYMM map 1068 .quant16SymmOperands = {}, 1069 // int -> FLOAT16 map 1070 .float16Operands = {{0, {1.0202100276947021f, 0.8905559778213501f, 1.0071099996566772f, 0.9451289772987366f, 0.9877979755401611f, 1.0738199949264526f, 0.9300000071525574f, 0.800000011920929f}}, {1, {7.227723121643066f, 4.25f, 8.090277671813965f, 17.75f, 8.5233793258667f, 12.589180946350098f, 8.365579605102539f, 10.12250804901123f, 12.43160343170166f, 8.934225082397461f, 4.625f, 9.239437103271484f, 4.625f, 7.375f, 26.375f, 9.625f}}}, 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_nchw_float16_2; 1084 }; 1085 1086 std::vector<MixedTypedExample>& get_examples_nchw_quant8() { 1087 static std::vector<MixedTypedExample> examples_nchw_quant8 = { 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, {2, 4, 4, 4}}, {1, {2, 4}}}, 1095 // int -> FLOAT32 map 1096 .float32Operands = {}, 1097 // int -> INT32 map 1098 .int32Operands = {}, 1099 // int -> QUANT8_ASYMM map 1100 .quant8AsymmOperands = {{0, {147, 226, 204, 174, 145, 224, 164, 186, 194, 224, 216, 182, 179, 180, 217, 198, 189, 193, 183, 131, 151, 193, 208, 157, 134, 166, 174, 192, 169, 149, 217, 141, 177, 192, 211, 195, 217, 180, 183, 155, 179, 169, 224, 212, 141, 178, 148, 157, 129, 198, 147, 199, 136, 168, 217, 197, 154, 217, 201, 202, 147, 203, 186, 167, 219, 208, 185, 204, 128, 162, 221, 195, 176, 226, 194, 168, 176, 184, 132, 166, 134, 215, 213, 162, 157, 185, 146, 175, 227, 134, 219, 165, 226, 146, 151, 135, 221, 187, 152, 165, 158, 176, 192, 184, 174, 138, 195, 145, 175, 203, 170, 199, 162, 195, 153, 139, 205, 204, 140, 178, 194, 194, 151, 163, 177, 157, 183, 208}}}, 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 = {{1, {40, 16, 80, 160, 8, 56, 240, 80}}}, 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, {2, 4}}, {1, {2, 4, 2}}}, 1118 // int -> FLOAT32 map 1119 .float32Operands = {}, 1120 // int -> INT32 map 1121 .int32Operands = {}, 1122 // int -> QUANT8_ASYMM map 1123 .quant8AsymmOperands = {{0, {102, 89, 101, 95, 99, 107, 93, 80}}}, 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 = {{1, {58, 34, 65, 142, 68, 101, 67, 81, 99, 71, 37, 74, 37, 59, 211, 77}}}, 1134 // int -> QUANT8_SYMM map 1135 .quant8SymmOperands = {}, 1136 } 1137 }, 1138 }, // End of an example 1139 }; 1140 return examples_nchw_quant8; 1141 }; 1142 1143 std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_2() { 1144 static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_2 = { 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, {2, 4, 4, 4}}, {1, {2, 4}}}, 1152 // int -> FLOAT32 map 1153 .float32Operands = {{0, {0.19f, 0.61f, 0.49f, 0.01f, 0.98f, 0.65f, 0.64f, 0.7f, 0.76f, 0.55f, 0.83f, 0.19f, 0.46f, 0.03f, 0.67f, 0.71f, 0.17f, 0.23f, 0.89f, 0.08f, 0.96f, 0.65f, 0.52f, 0.4f, 0.36f, 0.8f, 0.55f, 0.89f, 0.58f, 0.29f, 0.27f, 0.69f, 0.66f, 0.06f, 0.51f, 0.26f, 0.96f, 0.38f, 0.41f, 0.89f, 0.88f, 0.46f, 0.96f, 0.73f, 0.54f, 0.64f, 0.84f, 0.74f, 0.51f, 0.41f, 0.13f, 0.19f, 0.52f, 0.21f, 0.5f, 0.75f, 0.89f, 0.89f, 0.2f, 0.58f, 0.7f, 0.13f, 0.29f, 0.39f, 0.91f, 0.06f, 0.93f, 0.34f, 0.8f, 0.87f, 0.59f, 0.67f, 0.57f, 0.85f, 0.24f, 0.25f, 0.76f, 0.34f, 0.37f, 0.11f, 0.0f, 0.29f, 0.3f, 0.77f, 0.34f, 0.57f, 0.48f, 0.76f, 0.93f, 0.18f, 0.64f, 0.12f, 0.67f, 0.47f, 0.56f, 0.5f, 0.48f, 0.99f, 0.46f, 0.66f, 0.98f, 0.06f, 0.1f, 0.66f, 0.66f, 0.91f, 0.67f, 0.23f, 0.4f, 0.37f, 0.17f, 0.35f, 0.48f, 0.98f, 0.47f, 0.49f, 0.56f, 0.18f, 0.75f, 0.29f, 0.04f, 0.23f, 0.42f, 0.55f, 0.38f, 0.07f, 0.71f, 0.8f}}, {1, {5.0f, 2.0f, 10.0f, 20.0f, 1.0f, 7.0f, 30.0f, 10.0f}}}, 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 = {}, 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, {2, 4}}, {1, {2, 4, 2}}}, 1175 // int -> FLOAT32 map 1176 .float32Operands = {{0, {1.02021f, 0.890556f, 1.00711f, 0.945129f, 0.987798f, 1.07382f, 0.93f, 0.8f}}, {1, {7.227723f, 4.25f, 8.090278f, 17.75f, 8.523379f, 12.589181f, 8.36558f, 10.122508f, 12.431603f, 8.934225f, 4.625f, 9.239437f, 4.625f, 7.375f, 26.375f, 9.625f}}}, 1177 // int -> INT32 map 1178 .int32Operands = {}, 1179 // int -> QUANT8_ASYMM map 1180 .quant8AsymmOperands = {}, 1181 // int -> QUANT16_SYMM map 1182 .quant16SymmOperands = {}, 1183 // int -> FLOAT16 map 1184 .float16Operands = {}, 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_dynamic_output_shape_nhwc_2; 1198 }; 1199 1200 std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relaxed_2() { 1201 static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relaxed_2 = { 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, {2, 4, 4, 4}}, {1, {2, 4}}}, 1209 // int -> FLOAT32 map 1210 .float32Operands = {{0, {0.19f, 0.61f, 0.49f, 0.01f, 0.98f, 0.65f, 0.64f, 0.7f, 0.76f, 0.55f, 0.83f, 0.19f, 0.46f, 0.03f, 0.67f, 0.71f, 0.17f, 0.23f, 0.89f, 0.08f, 0.96f, 0.65f, 0.52f, 0.4f, 0.36f, 0.8f, 0.55f, 0.89f, 0.58f, 0.29f, 0.27f, 0.69f, 0.66f, 0.06f, 0.51f, 0.26f, 0.96f, 0.38f, 0.41f, 0.89f, 0.88f, 0.46f, 0.96f, 0.73f, 0.54f, 0.64f, 0.84f, 0.74f, 0.51f, 0.41f, 0.13f, 0.19f, 0.52f, 0.21f, 0.5f, 0.75f, 0.89f, 0.89f, 0.2f, 0.58f, 0.7f, 0.13f, 0.29f, 0.39f, 0.91f, 0.06f, 0.93f, 0.34f, 0.8f, 0.87f, 0.59f, 0.67f, 0.57f, 0.85f, 0.24f, 0.25f, 0.76f, 0.34f, 0.37f, 0.11f, 0.0f, 0.29f, 0.3f, 0.77f, 0.34f, 0.57f, 0.48f, 0.76f, 0.93f, 0.18f, 0.64f, 0.12f, 0.67f, 0.47f, 0.56f, 0.5f, 0.48f, 0.99f, 0.46f, 0.66f, 0.98f, 0.06f, 0.1f, 0.66f, 0.66f, 0.91f, 0.67f, 0.23f, 0.4f, 0.37f, 0.17f, 0.35f, 0.48f, 0.98f, 0.47f, 0.49f, 0.56f, 0.18f, 0.75f, 0.29f, 0.04f, 0.23f, 0.42f, 0.55f, 0.38f, 0.07f, 0.71f, 0.8f}}, {1, {5.0f, 2.0f, 10.0f, 20.0f, 1.0f, 7.0f, 30.0f, 10.0f}}}, 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, {2, 4}}, {1, {2, 4, 2}}}, 1232 // int -> FLOAT32 map 1233 .float32Operands = {{0, {1.02021f, 0.890556f, 1.00711f, 0.945129f, 0.987798f, 1.07382f, 0.93f, 0.8f}}, {1, {7.227723f, 4.25f, 8.090278f, 17.75f, 8.523379f, 12.589181f, 8.36558f, 10.122508f, 12.431603f, 8.934225f, 4.625f, 9.239437f, 4.625f, 7.375f, 26.375f, 9.625f}}}, 1234 // int -> INT32 map 1235 .int32Operands = {}, 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_nhwc_relaxed_2; 1255 }; 1256 1257 std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_float16_2() { 1258 static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_float16_2 = { 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, {2, 4, 4, 4}}, {1, {2, 4}}}, 1266 // int -> FLOAT32 map 1267 .float32Operands = {}, 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 = {{0, {0.1899999976158142f, 0.6100000143051147f, 0.49000000953674316f, 0.009999999776482582f, 0.9800000190734863f, 0.6499999761581421f, 0.6399999856948853f, 0.699999988079071f, 0.7599999904632568f, 0.550000011920929f, 0.8299999833106995f, 0.1899999976158142f, 0.46000000834465027f, 0.029999999329447746f, 0.6700000166893005f, 0.7099999785423279f, 0.17000000178813934f, 0.23000000417232513f, 0.8899999856948853f, 0.07999999821186066f, 0.9599999785423279f, 0.6499999761581421f, 0.5199999809265137f, 0.4000000059604645f, 0.36000001430511475f, 0.800000011920929f, 0.550000011920929f, 0.8899999856948853f, 0.5799999833106995f, 0.28999999165534973f, 0.27000001072883606f, 0.6899999976158142f, 0.6600000262260437f, 0.05999999865889549f, 0.5099999904632568f, 0.25999999046325684f, 0.9599999785423279f, 0.3799999952316284f, 0.4099999964237213f, 0.8899999856948853f, 0.8799999952316284f, 0.46000000834465027f, 0.9599999785423279f, 0.7300000190734863f, 0.5400000214576721f, 0.6399999856948853f, 0.8399999737739563f, 0.7400000095367432f, 0.5099999904632568f, 0.4099999964237213f, 0.12999999523162842f, 0.1899999976158142f, 0.5199999809265137f, 0.20999999344348907f, 0.5f, 0.75f, 0.8899999856948853f, 0.8899999856948853f, 0.20000000298023224f, 0.5799999833106995f, 0.699999988079071f, 0.12999999523162842f, 0.28999999165534973f, 0.38999998569488525f, 0.9100000262260437f, 0.05999999865889549f, 0.9300000071525574f, 0.3400000035762787f, 0.800000011920929f, 0.8700000047683716f, 0.5899999737739563f, 0.6700000166893005f, 0.5699999928474426f, 0.8500000238418579f, 0.23999999463558197f, 0.25f, 0.7599999904632568f, 0.3400000035762787f, 0.3700000047683716f, 0.10999999940395355f, 0.0f, 0.28999999165534973f, 0.30000001192092896f, 0.7699999809265137f, 0.3400000035762787f, 0.5699999928474426f, 0.47999998927116394f, 0.7599999904632568f, 0.9300000071525574f, 0.18000000715255737f, 0.6399999856948853f, 0.11999999731779099f, 0.6700000166893005f, 0.4699999988079071f, 0.5600000023841858f, 0.5f, 0.47999998927116394f, 0.9900000095367432f, 0.46000000834465027f, 0.6600000262260437f, 0.9800000190734863f, 0.05999999865889549f, 0.10000000149011612f, 0.6600000262260437f, 0.6600000262260437f, 0.9100000262260437f, 0.6700000166893005f, 0.23000000417232513f, 0.4000000059604645f, 0.3700000047683716f, 0.17000000178813934f, 0.3499999940395355f, 0.47999998927116394f, 0.9800000190734863f, 0.4699999988079071f, 0.49000000953674316f, 0.5600000023841858f, 0.18000000715255737f, 0.75f, 0.28999999165534973f, 0.03999999910593033f, 0.23000000417232513f, 0.41999998688697815f, 0.550000011920929f, 0.3799999952316284f, 0.07000000029802322f, 0.7099999785423279f, 0.800000011920929f}}, {1, {5.0f, 2.0f, 10.0f, 20.0f, 1.0f, 7.0f, 30.0f, 10.0f}}}, 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, {2, 4}}, {1, {2, 4, 2}}}, 1289 // int -> FLOAT32 map 1290 .float32Operands = {}, 1291 // int -> INT32 map 1292 .int32Operands = {}, 1293 // int -> QUANT8_ASYMM map 1294 .quant8AsymmOperands = {}, 1295 // int -> QUANT16_SYMM map 1296 .quant16SymmOperands = {}, 1297 // int -> FLOAT16 map 1298 .float16Operands = {{0, {1.0202100276947021f, 0.8905559778213501f, 1.0071099996566772f, 0.9451289772987366f, 0.9877979755401611f, 1.0738199949264526f, 0.9300000071525574f, 0.800000011920929f}}, {1, {7.227723121643066f, 4.25f, 8.090277671813965f, 17.75f, 8.5233793258667f, 12.589180946350098f, 8.365579605102539f, 10.12250804901123f, 12.43160343170166f, 8.934225082397461f, 4.625f, 9.239437103271484f, 4.625f, 7.375f, 26.375f, 9.625f}}}, 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_nhwc_float16_2; 1312 }; 1313 1314 std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_quant8() { 1315 static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_quant8 = { 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, {2, 4, 4, 4}}, {1, {2, 4}}}, 1323 // int -> FLOAT32 map 1324 .float32Operands = {}, 1325 // int -> INT32 map 1326 .int32Operands = {}, 1327 // int -> QUANT8_ASYMM map 1328 .quant8AsymmOperands = {{0, {147, 189, 177, 129, 226, 193, 192, 198, 204, 183, 211, 147, 174, 131, 195, 199, 145, 151, 217, 136, 224, 193, 180, 168, 164, 208, 183, 217, 186, 157, 155, 197, 194, 134, 179, 154, 224, 166, 169, 217, 216, 174, 224, 201, 182, 192, 212, 202, 179, 169, 141, 147, 180, 149, 178, 203, 217, 217, 148, 186, 198, 141, 157, 167, 219, 134, 221, 162, 208, 215, 187, 195, 185, 213, 152, 153, 204, 162, 165, 139, 128, 157, 158, 205, 162, 185, 176, 204, 221, 146, 192, 140, 195, 175, 184, 178, 176, 227, 174, 194, 226, 134, 138, 194, 194, 219, 195, 151, 168, 165, 145, 163, 176, 226, 175, 177, 184, 146, 203, 157, 132, 151, 170, 183, 166, 135, 199, 208}}}, 1329 // int -> QUANT16_SYMM map 1330 .quant16SymmOperands = {}, 1331 // int -> FLOAT16 map 1332 .float16Operands = {}, 1333 // int -> BOOL8 map 1334 .bool8Operands = {}, 1335 // int -> QUANT8_SYMM_PER_CHANNEL map 1336 .quant8ChannelOperands = {}, 1337 // int -> QUANT16_ASYMM map 1338 .quant16AsymmOperands = {{1, {40, 16, 80, 160, 8, 56, 240, 80}}}, 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, {2, 4}}, {1, {2, 4, 2}}}, 1346 // int -> FLOAT32 map 1347 .float32Operands = {}, 1348 // int -> INT32 map 1349 .int32Operands = {}, 1350 // int -> QUANT8_ASYMM map 1351 .quant8AsymmOperands = {{0, {102, 89, 101, 95, 99, 107, 93, 80}}}, 1352 // int -> QUANT16_SYMM map 1353 .quant16SymmOperands = {}, 1354 // int -> FLOAT16 map 1355 .float16Operands = {}, 1356 // int -> BOOL8 map 1357 .bool8Operands = {}, 1358 // int -> QUANT8_SYMM_PER_CHANNEL map 1359 .quant8ChannelOperands = {}, 1360 // int -> QUANT16_ASYMM map 1361 .quant16AsymmOperands = {{1, {58, 34, 65, 142, 68, 101, 67, 81, 99, 71, 37, 74, 37, 59, 211, 77}}}, 1362 // int -> QUANT8_SYMM map 1363 .quant8SymmOperands = {}, 1364 } 1365 }, 1366 }, // End of an example 1367 }; 1368 return examples_dynamic_output_shape_nhwc_quant8; 1369 }; 1370 1371 std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_2() { 1372 static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_2 = { 1373 // Begin of an example 1374 { 1375 .operands = { 1376 //Input(s) 1377 { // See tools/test_generator/include/TestHarness.h:MixedTyped 1378 // int -> Dimensions map 1379 .operandDimensions = {{0, {2, 4, 4, 4}}, {1, {2, 4}}}, 1380 // int -> FLOAT32 map 1381 .float32Operands = {{0, {0.19f, 0.98f, 0.76f, 0.46f, 0.17f, 0.96f, 0.36f, 0.58f, 0.66f, 0.96f, 0.88f, 0.54f, 0.51f, 0.52f, 0.89f, 0.7f, 0.61f, 0.65f, 0.55f, 0.03f, 0.23f, 0.65f, 0.8f, 0.29f, 0.06f, 0.38f, 0.46f, 0.64f, 0.41f, 0.21f, 0.89f, 0.13f, 0.49f, 0.64f, 0.83f, 0.67f, 0.89f, 0.52f, 0.55f, 0.27f, 0.51f, 0.41f, 0.96f, 0.84f, 0.13f, 0.5f, 0.2f, 0.29f, 0.01f, 0.7f, 0.19f, 0.71f, 0.08f, 0.4f, 0.89f, 0.69f, 0.26f, 0.89f, 0.73f, 0.74f, 0.19f, 0.75f, 0.58f, 0.39f, 0.91f, 0.8f, 0.57f, 0.76f, 0.0f, 0.34f, 0.93f, 0.67f, 0.48f, 0.98f, 0.66f, 0.4f, 0.48f, 0.56f, 0.04f, 0.38f, 0.06f, 0.87f, 0.85f, 0.34f, 0.29f, 0.57f, 0.18f, 0.47f, 0.99f, 0.06f, 0.91f, 0.37f, 0.98f, 0.18f, 0.23f, 0.07f, 0.93f, 0.59f, 0.24f, 0.37f, 0.3f, 0.48f, 0.64f, 0.56f, 0.46f, 0.1f, 0.67f, 0.17f, 0.47f, 0.75f, 0.42f, 0.71f, 0.34f, 0.67f, 0.25f, 0.11f, 0.77f, 0.76f, 0.12f, 0.5f, 0.66f, 0.66f, 0.23f, 0.35f, 0.49f, 0.29f, 0.55f, 0.8f}}, {1, {5.0f, 2.0f, 10.0f, 20.0f, 1.0f, 7.0f, 30.0f, 10.0f}}}, 1382 // int -> INT32 map 1383 .int32Operands = {}, 1384 // int -> QUANT8_ASYMM map 1385 .quant8AsymmOperands = {}, 1386 // int -> QUANT16_SYMM map 1387 .quant16SymmOperands = {}, 1388 // int -> FLOAT16 map 1389 .float16Operands = {}, 1390 // int -> BOOL8 map 1391 .bool8Operands = {}, 1392 // int -> QUANT8_SYMM_PER_CHANNEL map 1393 .quant8ChannelOperands = {}, 1394 // int -> QUANT16_ASYMM map 1395 .quant16AsymmOperands = {}, 1396 // int -> QUANT8_SYMM map 1397 .quant8SymmOperands = {}, 1398 }, 1399 //Output(s) 1400 { // See tools/test_generator/include/TestHarness.h:MixedTyped 1401 // int -> Dimensions map 1402 .operandDimensions = {{0, {2, 4}}, {1, {2, 4, 2}}}, 1403 // int -> FLOAT32 map 1404 .float32Operands = {{0, {1.02021f, 0.890556f, 1.00711f, 0.945129f, 0.987798f, 1.07382f, 0.93f, 0.8f}}, {1, {7.227723f, 4.25f, 8.090278f, 17.75f, 8.523379f, 12.589181f, 8.36558f, 10.122508f, 12.431603f, 8.934225f, 4.625f, 9.239437f, 4.625f, 7.375f, 26.375f, 9.625f}}}, 1405 // int -> INT32 map 1406 .int32Operands = {}, 1407 // int -> QUANT8_ASYMM map 1408 .quant8AsymmOperands = {}, 1409 // int -> QUANT16_SYMM map 1410 .quant16SymmOperands = {}, 1411 // int -> FLOAT16 map 1412 .float16Operands = {}, 1413 // int -> BOOL8 map 1414 .bool8Operands = {}, 1415 // int -> QUANT8_SYMM_PER_CHANNEL map 1416 .quant8ChannelOperands = {}, 1417 // int -> QUANT16_ASYMM map 1418 .quant16AsymmOperands = {}, 1419 // int -> QUANT8_SYMM map 1420 .quant8SymmOperands = {}, 1421 } 1422 }, 1423 }, // End of an example 1424 }; 1425 return examples_dynamic_output_shape_nchw_2; 1426 }; 1427 1428 std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relaxed_2() { 1429 static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relaxed_2 = { 1430 // Begin of an example 1431 { 1432 .operands = { 1433 //Input(s) 1434 { // See tools/test_generator/include/TestHarness.h:MixedTyped 1435 // int -> Dimensions map 1436 .operandDimensions = {{0, {2, 4, 4, 4}}, {1, {2, 4}}}, 1437 // int -> FLOAT32 map 1438 .float32Operands = {{0, {0.19f, 0.98f, 0.76f, 0.46f, 0.17f, 0.96f, 0.36f, 0.58f, 0.66f, 0.96f, 0.88f, 0.54f, 0.51f, 0.52f, 0.89f, 0.7f, 0.61f, 0.65f, 0.55f, 0.03f, 0.23f, 0.65f, 0.8f, 0.29f, 0.06f, 0.38f, 0.46f, 0.64f, 0.41f, 0.21f, 0.89f, 0.13f, 0.49f, 0.64f, 0.83f, 0.67f, 0.89f, 0.52f, 0.55f, 0.27f, 0.51f, 0.41f, 0.96f, 0.84f, 0.13f, 0.5f, 0.2f, 0.29f, 0.01f, 0.7f, 0.19f, 0.71f, 0.08f, 0.4f, 0.89f, 0.69f, 0.26f, 0.89f, 0.73f, 0.74f, 0.19f, 0.75f, 0.58f, 0.39f, 0.91f, 0.8f, 0.57f, 0.76f, 0.0f, 0.34f, 0.93f, 0.67f, 0.48f, 0.98f, 0.66f, 0.4f, 0.48f, 0.56f, 0.04f, 0.38f, 0.06f, 0.87f, 0.85f, 0.34f, 0.29f, 0.57f, 0.18f, 0.47f, 0.99f, 0.06f, 0.91f, 0.37f, 0.98f, 0.18f, 0.23f, 0.07f, 0.93f, 0.59f, 0.24f, 0.37f, 0.3f, 0.48f, 0.64f, 0.56f, 0.46f, 0.1f, 0.67f, 0.17f, 0.47f, 0.75f, 0.42f, 0.71f, 0.34f, 0.67f, 0.25f, 0.11f, 0.77f, 0.76f, 0.12f, 0.5f, 0.66f, 0.66f, 0.23f, 0.35f, 0.49f, 0.29f, 0.55f, 0.8f}}, {1, {5.0f, 2.0f, 10.0f, 20.0f, 1.0f, 7.0f, 30.0f, 10.0f}}}, 1439 // int -> INT32 map 1440 .int32Operands = {}, 1441 // int -> QUANT8_ASYMM map 1442 .quant8AsymmOperands = {}, 1443 // int -> QUANT16_SYMM map 1444 .quant16SymmOperands = {}, 1445 // int -> FLOAT16 map 1446 .float16Operands = {}, 1447 // int -> BOOL8 map 1448 .bool8Operands = {}, 1449 // int -> QUANT8_SYMM_PER_CHANNEL map 1450 .quant8ChannelOperands = {}, 1451 // int -> QUANT16_ASYMM map 1452 .quant16AsymmOperands = {}, 1453 // int -> QUANT8_SYMM map 1454 .quant8SymmOperands = {}, 1455 }, 1456 //Output(s) 1457 { // See tools/test_generator/include/TestHarness.h:MixedTyped 1458 // int -> Dimensions map 1459 .operandDimensions = {{0, {2, 4}}, {1, {2, 4, 2}}}, 1460 // int -> FLOAT32 map 1461 .float32Operands = {{0, {1.02021f, 0.890556f, 1.00711f, 0.945129f, 0.987798f, 1.07382f, 0.93f, 0.8f}}, {1, {7.227723f, 4.25f, 8.090278f, 17.75f, 8.523379f, 12.589181f, 8.36558f, 10.122508f, 12.431603f, 8.934225f, 4.625f, 9.239437f, 4.625f, 7.375f, 26.375f, 9.625f}}}, 1462 // int -> INT32 map 1463 .int32Operands = {}, 1464 // int -> QUANT8_ASYMM map 1465 .quant8AsymmOperands = {}, 1466 // int -> QUANT16_SYMM map 1467 .quant16SymmOperands = {}, 1468 // int -> FLOAT16 map 1469 .float16Operands = {}, 1470 // int -> BOOL8 map 1471 .bool8Operands = {}, 1472 // int -> QUANT8_SYMM_PER_CHANNEL map 1473 .quant8ChannelOperands = {}, 1474 // int -> QUANT16_ASYMM map 1475 .quant16AsymmOperands = {}, 1476 // int -> QUANT8_SYMM map 1477 .quant8SymmOperands = {}, 1478 } 1479 }, 1480 }, // End of an example 1481 }; 1482 return examples_dynamic_output_shape_nchw_relaxed_2; 1483 }; 1484 1485 std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_float16_2() { 1486 static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_float16_2 = { 1487 // Begin of an example 1488 { 1489 .operands = { 1490 //Input(s) 1491 { // See tools/test_generator/include/TestHarness.h:MixedTyped 1492 // int -> Dimensions map 1493 .operandDimensions = {{0, {2, 4, 4, 4}}, {1, {2, 4}}}, 1494 // int -> FLOAT32 map 1495 .float32Operands = {}, 1496 // int -> INT32 map 1497 .int32Operands = {}, 1498 // int -> QUANT8_ASYMM map 1499 .quant8AsymmOperands = {}, 1500 // int -> QUANT16_SYMM map 1501 .quant16SymmOperands = {}, 1502 // int -> FLOAT16 map 1503 .float16Operands = {{0, {0.1899999976158142f, 0.9800000190734863f, 0.7599999904632568f, 0.46000000834465027f, 0.17000000178813934f, 0.9599999785423279f, 0.36000001430511475f, 0.5799999833106995f, 0.6600000262260437f, 0.9599999785423279f, 0.8799999952316284f, 0.5400000214576721f, 0.5099999904632568f, 0.5199999809265137f, 0.8899999856948853f, 0.699999988079071f, 0.6100000143051147f, 0.6499999761581421f, 0.550000011920929f, 0.029999999329447746f, 0.23000000417232513f, 0.6499999761581421f, 0.800000011920929f, 0.28999999165534973f, 0.05999999865889549f, 0.3799999952316284f, 0.46000000834465027f, 0.6399999856948853f, 0.4099999964237213f, 0.20999999344348907f, 0.8899999856948853f, 0.12999999523162842f, 0.49000000953674316f, 0.6399999856948853f, 0.8299999833106995f, 0.6700000166893005f, 0.8899999856948853f, 0.5199999809265137f, 0.550000011920929f, 0.27000001072883606f, 0.5099999904632568f, 0.4099999964237213f, 0.9599999785423279f, 0.8399999737739563f, 0.12999999523162842f, 0.5f, 0.20000000298023224f, 0.28999999165534973f, 0.009999999776482582f, 0.699999988079071f, 0.1899999976158142f, 0.7099999785423279f, 0.07999999821186066f, 0.4000000059604645f, 0.8899999856948853f, 0.6899999976158142f, 0.25999999046325684f, 0.8899999856948853f, 0.7300000190734863f, 0.7400000095367432f, 0.1899999976158142f, 0.75f, 0.5799999833106995f, 0.38999998569488525f, 0.9100000262260437f, 0.800000011920929f, 0.5699999928474426f, 0.7599999904632568f, 0.0f, 0.3400000035762787f, 0.9300000071525574f, 0.6700000166893005f, 0.47999998927116394f, 0.9800000190734863f, 0.6600000262260437f, 0.4000000059604645f, 0.47999998927116394f, 0.5600000023841858f, 0.03999999910593033f, 0.3799999952316284f, 0.05999999865889549f, 0.8700000047683716f, 0.8500000238418579f, 0.3400000035762787f, 0.28999999165534973f, 0.5699999928474426f, 0.18000000715255737f, 0.4699999988079071f, 0.9900000095367432f, 0.05999999865889549f, 0.9100000262260437f, 0.3700000047683716f, 0.9800000190734863f, 0.18000000715255737f, 0.23000000417232513f, 0.07000000029802322f, 0.9300000071525574f, 0.5899999737739563f, 0.23999999463558197f, 0.3700000047683716f, 0.30000001192092896f, 0.47999998927116394f, 0.6399999856948853f, 0.5600000023841858f, 0.46000000834465027f, 0.10000000149011612f, 0.6700000166893005f, 0.17000000178813934f, 0.4699999988079071f, 0.75f, 0.41999998688697815f, 0.7099999785423279f, 0.3400000035762787f, 0.6700000166893005f, 0.25f, 0.10999999940395355f, 0.7699999809265137f, 0.7599999904632568f, 0.11999999731779099f, 0.5f, 0.6600000262260437f, 0.6600000262260437f, 0.23000000417232513f, 0.3499999940395355f, 0.49000000953674316f, 0.28999999165534973f, 0.550000011920929f, 0.800000011920929f}}, {1, {5.0f, 2.0f, 10.0f, 20.0f, 1.0f, 7.0f, 30.0f, 10.0f}}}, 1504 // int -> BOOL8 map 1505 .bool8Operands = {}, 1506 // int -> QUANT8_SYMM_PER_CHANNEL map 1507 .quant8ChannelOperands = {}, 1508 // int -> QUANT16_ASYMM map 1509 .quant16AsymmOperands = {}, 1510 // int -> QUANT8_SYMM map 1511 .quant8SymmOperands = {}, 1512 }, 1513 //Output(s) 1514 { // See tools/test_generator/include/TestHarness.h:MixedTyped 1515 // int -> Dimensions map 1516 .operandDimensions = {{0, {2, 4}}, {1, {2, 4, 2}}}, 1517 // int -> FLOAT32 map 1518 .float32Operands = {}, 1519 // int -> INT32 map 1520 .int32Operands = {}, 1521 // int -> QUANT8_ASYMM map 1522 .quant8AsymmOperands = {}, 1523 // int -> QUANT16_SYMM map 1524 .quant16SymmOperands = {}, 1525 // int -> FLOAT16 map 1526 .float16Operands = {{0, {1.0202100276947021f, 0.8905559778213501f, 1.0071099996566772f, 0.9451289772987366f, 0.9877979755401611f, 1.0738199949264526f, 0.9300000071525574f, 0.800000011920929f}}, {1, {7.227723121643066f, 4.25f, 8.090277671813965f, 17.75f, 8.5233793258667f, 12.589180946350098f, 8.365579605102539f, 10.12250804901123f, 12.43160343170166f, 8.934225082397461f, 4.625f, 9.239437103271484f, 4.625f, 7.375f, 26.375f, 9.625f}}}, 1527 // int -> BOOL8 map 1528 .bool8Operands = {}, 1529 // int -> QUANT8_SYMM_PER_CHANNEL map 1530 .quant8ChannelOperands = {}, 1531 // int -> QUANT16_ASYMM map 1532 .quant16AsymmOperands = {}, 1533 // int -> QUANT8_SYMM map 1534 .quant8SymmOperands = {}, 1535 } 1536 }, 1537 }, // End of an example 1538 }; 1539 return examples_dynamic_output_shape_nchw_float16_2; 1540 }; 1541 1542 std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_quant8() { 1543 static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_quant8 = { 1544 // Begin of an example 1545 { 1546 .operands = { 1547 //Input(s) 1548 { // See tools/test_generator/include/TestHarness.h:MixedTyped 1549 // int -> Dimensions map 1550 .operandDimensions = {{0, {2, 4, 4, 4}}, {1, {2, 4}}}, 1551 // int -> FLOAT32 map 1552 .float32Operands = {}, 1553 // int -> INT32 map 1554 .int32Operands = {}, 1555 // int -> QUANT8_ASYMM map 1556 .quant8AsymmOperands = {{0, {147, 226, 204, 174, 145, 224, 164, 186, 194, 224, 216, 182, 179, 180, 217, 198, 189, 193, 183, 131, 151, 193, 208, 157, 134, 166, 174, 192, 169, 149, 217, 141, 177, 192, 211, 195, 217, 180, 183, 155, 179, 169, 224, 212, 141, 178, 148, 157, 129, 198, 147, 199, 136, 168, 217, 197, 154, 217, 201, 202, 147, 203, 186, 167, 219, 208, 185, 204, 128, 162, 221, 195, 176, 226, 194, 168, 176, 184, 132, 166, 134, 215, 213, 162, 157, 185, 146, 175, 227, 134, 219, 165, 226, 146, 151, 135, 221, 187, 152, 165, 158, 176, 192, 184, 174, 138, 195, 145, 175, 203, 170, 199, 162, 195, 153, 139, 205, 204, 140, 178, 194, 194, 151, 163, 177, 157, 183, 208}}}, 1557 // int -> QUANT16_SYMM map 1558 .quant16SymmOperands = {}, 1559 // int -> FLOAT16 map 1560 .float16Operands = {}, 1561 // int -> BOOL8 map 1562 .bool8Operands = {}, 1563 // int -> QUANT8_SYMM_PER_CHANNEL map 1564 .quant8ChannelOperands = {}, 1565 // int -> QUANT16_ASYMM map 1566 .quant16AsymmOperands = {{1, {40, 16, 80, 160, 8, 56, 240, 80}}}, 1567 // int -> QUANT8_SYMM map 1568 .quant8SymmOperands = {}, 1569 }, 1570 //Output(s) 1571 { // See tools/test_generator/include/TestHarness.h:MixedTyped 1572 // int -> Dimensions map 1573 .operandDimensions = {{0, {2, 4}}, {1, {2, 4, 2}}}, 1574 // int -> FLOAT32 map 1575 .float32Operands = {}, 1576 // int -> INT32 map 1577 .int32Operands = {}, 1578 // int -> QUANT8_ASYMM map 1579 .quant8AsymmOperands = {{0, {102, 89, 101, 95, 99, 107, 93, 80}}}, 1580 // int -> QUANT16_SYMM map 1581 .quant16SymmOperands = {}, 1582 // int -> FLOAT16 map 1583 .float16Operands = {}, 1584 // int -> BOOL8 map 1585 .bool8Operands = {}, 1586 // int -> QUANT8_SYMM_PER_CHANNEL map 1587 .quant8ChannelOperands = {}, 1588 // int -> QUANT16_ASYMM map 1589 .quant16AsymmOperands = {{1, {58, 34, 65, 142, 68, 101, 67, 81, 99, 71, 37, 74, 37, 59, 211, 77}}}, 1590 // int -> QUANT8_SYMM map 1591 .quant8SymmOperands = {}, 1592 } 1593 }, 1594 }, // End of an example 1595 }; 1596 return examples_dynamic_output_shape_nchw_quant8; 1597 }; 1598 1599 std::vector<MixedTypedExample>& get_examples_nhwc_quant8_2() { 1600 static std::vector<MixedTypedExample> examples_nhwc_quant8_2 = { 1601 // Begin of an example 1602 { 1603 .operands = { 1604 //Input(s) 1605 { // See tools/test_generator/include/TestHarness.h:MixedTyped 1606 // int -> Dimensions map 1607 .operandDimensions = {{0, {5, 4, 4, 1}}, {1, {5, 4}}}, 1608 // int -> FLOAT32 map 1609 .float32Operands = {}, 1610 // int -> INT32 map 1611 .int32Operands = {}, 1612 // int -> QUANT8_ASYMM map 1613 .quant8AsymmOperands = {{0, {108, 126, 136, 118, 112, 124, 146, 130, 142, 124, 134, 114, 124, 132, 122, 138, 108, 126, 136, 118, 112, 124, 146, 130, 142, 124, 134, 114, 124, 148, 122, 138, 108, 126, 136, 118, 112, 124, 136, 130, 142, 124, 134, 114, 124, 132, 122, 138, 108, 126, 136, 148, 112, 124, 136, 130, 142, 124, 134, 114, 124, 132, 122, 138, 108, 16, 136, 118, 112, 124, 146, 130, 142, 124, 134, 114, 124, 132, 122, 138}}}, 1614 // int -> QUANT16_SYMM map 1615 .quant16SymmOperands = {}, 1616 // int -> FLOAT16 map 1617 .float16Operands = {}, 1618 // int -> BOOL8 map 1619 .bool8Operands = {}, 1620 // int -> QUANT8_SYMM_PER_CHANNEL map 1621 .quant8ChannelOperands = {}, 1622 // int -> QUANT16_ASYMM map 1623 .quant16AsymmOperands = {{1, {40, 16, 80, 160, 8, 56, 240, 80, 64, 24, 120, 104, 48, 40, 152, 96, 40, 16, 80, 160}}}, 1624 // int -> QUANT8_SYMM map 1625 .quant8SymmOperands = {}, 1626 }, 1627 //Output(s) 1628 { // See tools/test_generator/include/TestHarness.h:MixedTyped 1629 // int -> Dimensions map 1630 .operandDimensions = {{0, {5, 1}}, {1, {5, 1, 2}}}, 1631 // int -> FLOAT32 map 1632 .float32Operands = {}, 1633 // int -> INT32 map 1634 .int32Operands = {}, 1635 // int -> QUANT8_ASYMM map 1636 .quant8AsymmOperands = {{0, {101, 110, 82, 110, 117}}}, 1637 // int -> QUANT16_SYMM map 1638 .quant16SymmOperands = {}, 1639 // int -> FLOAT16 map 1640 .float16Operands = {}, 1641 // int -> BOOL8 map 1642 .bool8Operands = {}, 1643 // int -> QUANT8_SYMM_PER_CHANNEL map 1644 .quant8ChannelOperands = {}, 1645 // int -> QUANT16_ASYMM map 1646 .quant16AsymmOperands = {{1, {66, 68, 94, 77, 71, 76, 139, 47, 77, 16}}}, 1647 // int -> QUANT8_SYMM map 1648 .quant8SymmOperands = {}, 1649 } 1650 }, 1651 }, // End of an example 1652 }; 1653 return examples_nhwc_quant8_2; 1654 }; 1655 1656 std::vector<MixedTypedExample>& get_examples_nchw_quant8_2() { 1657 static std::vector<MixedTypedExample> examples_nchw_quant8_2 = { 1658 // Begin of an example 1659 { 1660 .operands = { 1661 //Input(s) 1662 { // See tools/test_generator/include/TestHarness.h:MixedTyped 1663 // int -> Dimensions map 1664 .operandDimensions = {{0, {5, 1, 4, 4}}, {1, {5, 4}}}, 1665 // int -> FLOAT32 map 1666 .float32Operands = {}, 1667 // int -> INT32 map 1668 .int32Operands = {}, 1669 // int -> QUANT8_ASYMM map 1670 .quant8AsymmOperands = {{0, {108, 126, 136, 118, 112, 124, 146, 130, 142, 124, 134, 114, 124, 132, 122, 138, 108, 126, 136, 118, 112, 124, 146, 130, 142, 124, 134, 114, 124, 148, 122, 138, 108, 126, 136, 118, 112, 124, 136, 130, 142, 124, 134, 114, 124, 132, 122, 138, 108, 126, 136, 148, 112, 124, 136, 130, 142, 124, 134, 114, 124, 132, 122, 138, 108, 16, 136, 118, 112, 124, 146, 130, 142, 124, 134, 114, 124, 132, 122, 138}}}, 1671 // int -> QUANT16_SYMM map 1672 .quant16SymmOperands = {}, 1673 // int -> FLOAT16 map 1674 .float16Operands = {}, 1675 // int -> BOOL8 map 1676 .bool8Operands = {}, 1677 // int -> QUANT8_SYMM_PER_CHANNEL map 1678 .quant8ChannelOperands = {}, 1679 // int -> QUANT16_ASYMM map 1680 .quant16AsymmOperands = {{1, {40, 16, 80, 160, 8, 56, 240, 80, 64, 24, 120, 104, 48, 40, 152, 96, 40, 16, 80, 160}}}, 1681 // int -> QUANT8_SYMM map 1682 .quant8SymmOperands = {}, 1683 }, 1684 //Output(s) 1685 { // See tools/test_generator/include/TestHarness.h:MixedTyped 1686 // int -> Dimensions map 1687 .operandDimensions = {{0, {5, 1}}, {1, {5, 1, 2}}}, 1688 // int -> FLOAT32 map 1689 .float32Operands = {}, 1690 // int -> INT32 map 1691 .int32Operands = {}, 1692 // int -> QUANT8_ASYMM map 1693 .quant8AsymmOperands = {{0, {101, 110, 82, 110, 117}}}, 1694 // int -> QUANT16_SYMM map 1695 .quant16SymmOperands = {}, 1696 // int -> FLOAT16 map 1697 .float16Operands = {}, 1698 // int -> BOOL8 map 1699 .bool8Operands = {}, 1700 // int -> QUANT8_SYMM_PER_CHANNEL map 1701 .quant8ChannelOperands = {}, 1702 // int -> QUANT16_ASYMM map 1703 .quant16AsymmOperands = {{1, {66, 68, 94, 77, 71, 76, 139, 47, 77, 16}}}, 1704 // int -> QUANT8_SYMM map 1705 .quant8SymmOperands = {}, 1706 } 1707 }, 1708 }, // End of an example 1709 }; 1710 return examples_nchw_quant8_2; 1711 }; 1712 1713 std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_quant8_2() { 1714 static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_quant8_2 = { 1715 // Begin of an example 1716 { 1717 .operands = { 1718 //Input(s) 1719 { // See tools/test_generator/include/TestHarness.h:MixedTyped 1720 // int -> Dimensions map 1721 .operandDimensions = {{0, {5, 4, 4, 1}}, {1, {5, 4}}}, 1722 // int -> FLOAT32 map 1723 .float32Operands = {}, 1724 // int -> INT32 map 1725 .int32Operands = {}, 1726 // int -> QUANT8_ASYMM map 1727 .quant8AsymmOperands = {{0, {108, 126, 136, 118, 112, 124, 146, 130, 142, 124, 134, 114, 124, 132, 122, 138, 108, 126, 136, 118, 112, 124, 146, 130, 142, 124, 134, 114, 124, 148, 122, 138, 108, 126, 136, 118, 112, 124, 136, 130, 142, 124, 134, 114, 124, 132, 122, 138, 108, 126, 136, 148, 112, 124, 136, 130, 142, 124, 134, 114, 124, 132, 122, 138, 108, 16, 136, 118, 112, 124, 146, 130, 142, 124, 134, 114, 124, 132, 122, 138}}}, 1728 // int -> QUANT16_SYMM map 1729 .quant16SymmOperands = {}, 1730 // int -> FLOAT16 map 1731 .float16Operands = {}, 1732 // int -> BOOL8 map 1733 .bool8Operands = {}, 1734 // int -> QUANT8_SYMM_PER_CHANNEL map 1735 .quant8ChannelOperands = {}, 1736 // int -> QUANT16_ASYMM map 1737 .quant16AsymmOperands = {{1, {40, 16, 80, 160, 8, 56, 240, 80, 64, 24, 120, 104, 48, 40, 152, 96, 40, 16, 80, 160}}}, 1738 // int -> QUANT8_SYMM map 1739 .quant8SymmOperands = {}, 1740 }, 1741 //Output(s) 1742 { // See tools/test_generator/include/TestHarness.h:MixedTyped 1743 // int -> Dimensions map 1744 .operandDimensions = {{0, {5, 1}}, {1, {5, 1, 2}}}, 1745 // int -> FLOAT32 map 1746 .float32Operands = {}, 1747 // int -> INT32 map 1748 .int32Operands = {}, 1749 // int -> QUANT8_ASYMM map 1750 .quant8AsymmOperands = {{0, {101, 110, 82, 110, 117}}}, 1751 // int -> QUANT16_SYMM map 1752 .quant16SymmOperands = {}, 1753 // int -> FLOAT16 map 1754 .float16Operands = {}, 1755 // int -> BOOL8 map 1756 .bool8Operands = {}, 1757 // int -> QUANT8_SYMM_PER_CHANNEL map 1758 .quant8ChannelOperands = {}, 1759 // int -> QUANT16_ASYMM map 1760 .quant16AsymmOperands = {{1, {66, 68, 94, 77, 71, 76, 139, 47, 77, 16}}}, 1761 // int -> QUANT8_SYMM map 1762 .quant8SymmOperands = {}, 1763 } 1764 }, 1765 }, // End of an example 1766 }; 1767 return examples_dynamic_output_shape_nhwc_quant8_2; 1768 }; 1769 1770 std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_quant8_2() { 1771 static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_quant8_2 = { 1772 // Begin of an example 1773 { 1774 .operands = { 1775 //Input(s) 1776 { // See tools/test_generator/include/TestHarness.h:MixedTyped 1777 // int -> Dimensions map 1778 .operandDimensions = {{0, {5, 1, 4, 4}}, {1, {5, 4}}}, 1779 // int -> FLOAT32 map 1780 .float32Operands = {}, 1781 // int -> INT32 map 1782 .int32Operands = {}, 1783 // int -> QUANT8_ASYMM map 1784 .quant8AsymmOperands = {{0, {108, 126, 136, 118, 112, 124, 146, 130, 142, 124, 134, 114, 124, 132, 122, 138, 108, 126, 136, 118, 112, 124, 146, 130, 142, 124, 134, 114, 124, 148, 122, 138, 108, 126, 136, 118, 112, 124, 136, 130, 142, 124, 134, 114, 124, 132, 122, 138, 108, 126, 136, 148, 112, 124, 136, 130, 142, 124, 134, 114, 124, 132, 122, 138, 108, 16, 136, 118, 112, 124, 146, 130, 142, 124, 134, 114, 124, 132, 122, 138}}}, 1785 // int -> QUANT16_SYMM map 1786 .quant16SymmOperands = {}, 1787 // int -> FLOAT16 map 1788 .float16Operands = {}, 1789 // int -> BOOL8 map 1790 .bool8Operands = {}, 1791 // int -> QUANT8_SYMM_PER_CHANNEL map 1792 .quant8ChannelOperands = {}, 1793 // int -> QUANT16_ASYMM map 1794 .quant16AsymmOperands = {{1, {40, 16, 80, 160, 8, 56, 240, 80, 64, 24, 120, 104, 48, 40, 152, 96, 40, 16, 80, 160}}}, 1795 // int -> QUANT8_SYMM map 1796 .quant8SymmOperands = {}, 1797 }, 1798 //Output(s) 1799 { // See tools/test_generator/include/TestHarness.h:MixedTyped 1800 // int -> Dimensions map 1801 .operandDimensions = {{0, {5, 1}}, {1, {5, 1, 2}}}, 1802 // int -> FLOAT32 map 1803 .float32Operands = {}, 1804 // int -> INT32 map 1805 .int32Operands = {}, 1806 // int -> QUANT8_ASYMM map 1807 .quant8AsymmOperands = {{0, {101, 110, 82, 110, 117}}}, 1808 // int -> QUANT16_SYMM map 1809 .quant16SymmOperands = {}, 1810 // int -> FLOAT16 map 1811 .float16Operands = {}, 1812 // int -> BOOL8 map 1813 .bool8Operands = {}, 1814 // int -> QUANT8_SYMM_PER_CHANNEL map 1815 .quant8ChannelOperands = {}, 1816 // int -> QUANT16_ASYMM map 1817 .quant16AsymmOperands = {{1, {66, 68, 94, 77, 71, 76, 139, 47, 77, 16}}}, 1818 // int -> QUANT8_SYMM map 1819 .quant8SymmOperands = {}, 1820 } 1821 }, 1822 }, // End of an example 1823 }; 1824 return examples_dynamic_output_shape_nchw_quant8_2; 1825 }; 1826 1827
