| Marat Dukhan | 79e7f84 | 2019-12-05 14:35:50 -0800 | [diff] [blame] | 1 | // Copyright 2019 Google LLC |
| 2 | // |
| 3 | // This source code is licensed under the BSD-style license found in the |
| 4 | // LICENSE file in the root directory of this source tree. |
| 5 | |
| 6 | #include <gtest/gtest.h> |
| 7 | |
| 8 | #include "binary-elementwise-operator-tester.h" |
| 9 | |
| 10 | constexpr size_t kDim1 = 2; |
| 11 | constexpr size_t kDim2 = 3; |
| 12 | constexpr size_t kDim3 = 4; |
| 13 | constexpr size_t kDim4 = 5; |
| 14 | constexpr size_t kDim5 = 6; |
| 15 | constexpr size_t kDim6 = 7; |
| 16 | |
| 17 | |
| 18 | TEST(MAXIMUM_ND_F32, 0d_x_0d) { |
| 19 | BinaryElementwiseOperatorTester() |
| 20 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 21 | .TestF32(); |
| 22 | } |
| 23 | |
| 24 | TEST(MAXIMUM_ND_F32, 1d_x_0d) { |
| 25 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 26 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 27 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 28 | BinaryElementwiseOperatorTester() |
| 29 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 30 | .input1_shape({input1_dim1}) |
| 31 | .TestF32(); |
| 32 | } |
| 33 | } |
| 34 | |
| 35 | TEST(MAXIMUM_ND_F32, 0d_x_1d) { |
| 36 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 37 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 38 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 39 | BinaryElementwiseOperatorTester() |
| 40 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 41 | .input2_shape({input2_dim1}) |
| 42 | .TestF32(); |
| 43 | } |
| 44 | } |
| 45 | |
| 46 | TEST(MAXIMUM_ND_F32, 1d_x_1d) { |
| 47 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 48 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 49 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 50 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 51 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 52 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 53 | BinaryElementwiseOperatorTester() |
| 54 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 55 | .input1_shape({input1_dim1}) |
| 56 | .input2_shape({input2_dim1}) |
| 57 | .TestF32(); |
| 58 | } |
| 59 | } |
| 60 | } |
| 61 | |
| 62 | TEST(MAXIMUM_ND_F32, 0d_x_2d) { |
| 63 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 64 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 65 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 66 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 67 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 68 | BinaryElementwiseOperatorTester() |
| 69 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 70 | .input2_shape({input2_dim2, input2_dim1}) |
| 71 | .TestF32(); |
| 72 | } |
| 73 | } |
| 74 | |
| 75 | TEST(MAXIMUM_ND_F32, 1d_x_2d) { |
| 76 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 77 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 78 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 79 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 80 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 81 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 82 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 83 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 84 | BinaryElementwiseOperatorTester() |
| 85 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 86 | .input1_shape({input1_dim1}) |
| 87 | .input2_shape({input2_dim2, input2_dim1}) |
| 88 | .TestF32(); |
| 89 | } |
| 90 | } |
| 91 | } |
| 92 | |
| 93 | TEST(MAXIMUM_ND_F32, 2d_x_0d) { |
| 94 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 95 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 96 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 97 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 98 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 99 | BinaryElementwiseOperatorTester() |
| 100 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 101 | .input1_shape({input1_dim2, input1_dim1}) |
| 102 | .TestF32(); |
| 103 | } |
| 104 | } |
| 105 | |
| 106 | TEST(MAXIMUM_ND_F32, 2d_x_1d) { |
| 107 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 108 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 109 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 110 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 111 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 112 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 113 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 114 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 115 | BinaryElementwiseOperatorTester() |
| 116 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 117 | .input1_shape({input1_dim2, input1_dim1}) |
| 118 | .input2_shape({input2_dim1}) |
| 119 | .TestF32(); |
| 120 | } |
| 121 | } |
| 122 | } |
| 123 | |
| 124 | TEST(MAXIMUM_ND_F32, 2d_x_2d) { |
| 125 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 126 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 127 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 128 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 129 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 130 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 131 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 132 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 133 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 134 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 135 | BinaryElementwiseOperatorTester() |
| 136 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 137 | .input1_shape({input1_dim2, input1_dim1}) |
| 138 | .input2_shape({input2_dim2, input2_dim1}) |
| 139 | .TestF32(); |
| 140 | } |
| 141 | } |
| 142 | } |
| 143 | |
| 144 | TEST(MAXIMUM_ND_F32, 0d_x_3d) { |
| 145 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 146 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 147 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 148 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 149 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 150 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 151 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 152 | BinaryElementwiseOperatorTester() |
| 153 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 154 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 155 | .TestF32(); |
| 156 | } |
| 157 | } |
| 158 | |
| 159 | TEST(MAXIMUM_ND_F32, 1d_x_3d) { |
| 160 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 161 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 162 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 163 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 164 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 165 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 166 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 167 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 168 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 169 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 170 | BinaryElementwiseOperatorTester() |
| 171 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 172 | .input1_shape({input1_dim1}) |
| 173 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 174 | .TestF32(); |
| 175 | } |
| 176 | } |
| 177 | } |
| 178 | |
| 179 | TEST(MAXIMUM_ND_F32, 2d_x_3d) { |
| 180 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 181 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 182 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 183 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 184 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 185 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 186 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 187 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 188 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 189 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 190 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 191 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 192 | BinaryElementwiseOperatorTester() |
| 193 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 194 | .input1_shape({input1_dim2, input1_dim1}) |
| 195 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 196 | .TestF32(); |
| 197 | } |
| 198 | } |
| 199 | } |
| 200 | |
| 201 | TEST(MAXIMUM_ND_F32, 3d_x_0d) { |
| 202 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 203 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 204 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 205 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 206 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 207 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 208 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 209 | BinaryElementwiseOperatorTester() |
| 210 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 211 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 212 | .TestF32(); |
| 213 | } |
| 214 | } |
| 215 | |
| 216 | TEST(MAXIMUM_ND_F32, 3d_x_1d) { |
| 217 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 218 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 219 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 220 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 221 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 222 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 223 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 224 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 225 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 226 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 227 | BinaryElementwiseOperatorTester() |
| 228 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 229 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 230 | .input2_shape({input2_dim1}) |
| 231 | .TestF32(); |
| 232 | } |
| 233 | } |
| 234 | } |
| 235 | |
| 236 | TEST(MAXIMUM_ND_F32, 3d_x_2d) { |
| 237 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 238 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 239 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 240 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 241 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 242 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 243 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 244 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 245 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 246 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 247 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 248 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 249 | BinaryElementwiseOperatorTester() |
| 250 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 251 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 252 | .input2_shape({input2_dim2, input2_dim1}) |
| 253 | .TestF32(); |
| 254 | } |
| 255 | } |
| 256 | } |
| 257 | |
| 258 | TEST(MAXIMUM_ND_F32, 3d_x_3d) { |
| 259 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 260 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 261 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 262 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 263 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 264 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 265 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 266 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 267 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 268 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 269 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 270 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 271 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 272 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 273 | BinaryElementwiseOperatorTester() |
| 274 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 275 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 276 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 277 | .TestF32(); |
| 278 | } |
| 279 | } |
| 280 | } |
| 281 | |
| 282 | TEST(MAXIMUM_ND_F32, 0d_x_4d) { |
| 283 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 284 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 285 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 286 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 287 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 288 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 289 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 290 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 291 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 292 | BinaryElementwiseOperatorTester() |
| 293 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 294 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 295 | .TestF32(); |
| 296 | } |
| 297 | } |
| 298 | |
| 299 | TEST(MAXIMUM_ND_F32, 1d_x_4d) { |
| 300 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 301 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 302 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 303 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 304 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 305 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 306 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 307 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 308 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 309 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 310 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 311 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 312 | BinaryElementwiseOperatorTester() |
| 313 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 314 | .input1_shape({input1_dim1}) |
| 315 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 316 | .TestF32(); |
| 317 | } |
| 318 | } |
| 319 | } |
| 320 | |
| 321 | TEST(MAXIMUM_ND_F32, 2d_x_4d) { |
| 322 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 323 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 324 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 325 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 326 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 327 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 328 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 329 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 330 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 331 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 332 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 333 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 334 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 335 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 336 | BinaryElementwiseOperatorTester() |
| 337 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 338 | .input1_shape({input1_dim2, input1_dim1}) |
| 339 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 340 | .TestF32(); |
| 341 | } |
| 342 | } |
| 343 | } |
| 344 | |
| 345 | TEST(MAXIMUM_ND_F32, 3d_x_4d) { |
| 346 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 347 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 348 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 349 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 350 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 351 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 352 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 353 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 354 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 355 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 356 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 357 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 358 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 359 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 360 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 361 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 362 | BinaryElementwiseOperatorTester() |
| 363 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 364 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 365 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 366 | .TestF32(); |
| 367 | } |
| 368 | } |
| 369 | } |
| 370 | |
| 371 | TEST(MAXIMUM_ND_F32, 4d_x_0d) { |
| 372 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 373 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 374 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 375 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 376 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 377 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 378 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 379 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 380 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 381 | BinaryElementwiseOperatorTester() |
| 382 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 383 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 384 | .TestF32(); |
| 385 | } |
| 386 | } |
| 387 | |
| 388 | TEST(MAXIMUM_ND_F32, 4d_x_1d) { |
| 389 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 390 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 391 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 392 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 393 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 394 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 395 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 396 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 397 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 398 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 399 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 400 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 401 | BinaryElementwiseOperatorTester() |
| 402 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 403 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 404 | .input2_shape({input2_dim1}) |
| 405 | .TestF32(); |
| 406 | } |
| 407 | } |
| 408 | } |
| 409 | |
| 410 | TEST(MAXIMUM_ND_F32, 4d_x_2d) { |
| 411 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 412 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 413 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 414 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 415 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 416 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 417 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 418 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 419 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 420 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 421 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 422 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 423 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 424 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 425 | BinaryElementwiseOperatorTester() |
| 426 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 427 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 428 | .input2_shape({input2_dim2, input2_dim1}) |
| 429 | .TestF32(); |
| 430 | } |
| 431 | } |
| 432 | } |
| 433 | |
| 434 | TEST(MAXIMUM_ND_F32, 4d_x_3d) { |
| 435 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 436 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 437 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 438 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 439 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 440 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 441 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 442 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 443 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 444 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 445 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 446 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 447 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 448 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 449 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 450 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 451 | BinaryElementwiseOperatorTester() |
| 452 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 453 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 454 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 455 | .TestF32(); |
| 456 | } |
| 457 | } |
| 458 | } |
| 459 | |
| 460 | TEST(MAXIMUM_ND_F32, 4d_x_4d) { |
| 461 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 462 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 463 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 464 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 465 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 466 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 467 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 468 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 469 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 470 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 471 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 472 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 473 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 474 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 475 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 476 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 477 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 478 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 479 | BinaryElementwiseOperatorTester() |
| 480 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 481 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 482 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 483 | .TestF32(); |
| 484 | } |
| 485 | } |
| 486 | } |
| 487 | |
| 488 | TEST(MAXIMUM_ND_F32, 0d_x_5d) { |
| 489 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 490 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 491 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 492 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 493 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 494 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 495 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 496 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 497 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 498 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 499 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 500 | BinaryElementwiseOperatorTester() |
| 501 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 502 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 503 | .TestF32(); |
| 504 | } |
| 505 | } |
| 506 | |
| 507 | TEST(MAXIMUM_ND_F32, 1d_x_5d) { |
| 508 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 509 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 510 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 511 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 512 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 513 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 514 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 515 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 516 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 517 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 518 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 519 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 520 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 521 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 522 | BinaryElementwiseOperatorTester() |
| 523 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 524 | .input1_shape({input1_dim1}) |
| 525 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 526 | .TestF32(); |
| 527 | } |
| 528 | } |
| 529 | } |
| 530 | |
| 531 | TEST(MAXIMUM_ND_F32, 2d_x_5d) { |
| 532 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 533 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 534 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 535 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 536 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 537 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 538 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 539 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 540 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 541 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 542 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 543 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 544 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 545 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 546 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 547 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 548 | BinaryElementwiseOperatorTester() |
| 549 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 550 | .input1_shape({input1_dim2, input1_dim1}) |
| 551 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 552 | .TestF32(); |
| 553 | } |
| 554 | } |
| 555 | } |
| 556 | |
| 557 | TEST(MAXIMUM_ND_F32, 3d_x_5d) { |
| 558 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 559 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 560 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 561 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 562 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 563 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 564 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 565 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 566 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 567 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 568 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 569 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 570 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 571 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 572 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 573 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 574 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 575 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 576 | BinaryElementwiseOperatorTester() |
| 577 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 578 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 579 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 580 | .TestF32(); |
| 581 | } |
| 582 | } |
| 583 | } |
| 584 | |
| 585 | TEST(MAXIMUM_ND_F32, 4d_x_5d) { |
| 586 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 587 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 588 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 589 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 590 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 591 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 592 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 593 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 594 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 595 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 596 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 597 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 598 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 599 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 600 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 601 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 602 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 603 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 604 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 605 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 606 | BinaryElementwiseOperatorTester() |
| 607 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 608 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 609 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 610 | .TestF32(); |
| 611 | } |
| 612 | } |
| 613 | } |
| 614 | |
| 615 | TEST(MAXIMUM_ND_F32, 5d_x_0d) { |
| 616 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 617 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 618 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 619 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 620 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 621 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 622 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 623 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 624 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 625 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 626 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 627 | BinaryElementwiseOperatorTester() |
| 628 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 629 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 630 | .TestF32(); |
| 631 | } |
| 632 | } |
| 633 | |
| 634 | TEST(MAXIMUM_ND_F32, 5d_x_1d) { |
| 635 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 636 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 637 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 638 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 639 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 640 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 641 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 642 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 643 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 644 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 645 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 646 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 647 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 648 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 649 | BinaryElementwiseOperatorTester() |
| 650 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 651 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 652 | .input2_shape({input2_dim1}) |
| 653 | .TestF32(); |
| 654 | } |
| 655 | } |
| 656 | } |
| 657 | |
| 658 | TEST(MAXIMUM_ND_F32, 5d_x_2d) { |
| 659 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 660 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 661 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 662 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 663 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 664 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 665 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 666 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 667 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 668 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 669 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 670 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 671 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 672 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 673 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 674 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 675 | BinaryElementwiseOperatorTester() |
| 676 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 677 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 678 | .input2_shape({input2_dim2, input2_dim1}) |
| 679 | .TestF32(); |
| 680 | } |
| 681 | } |
| 682 | } |
| 683 | |
| 684 | TEST(MAXIMUM_ND_F32, 5d_x_3d) { |
| 685 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 686 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 687 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 688 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 689 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 690 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 691 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 692 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 693 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 694 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 695 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 696 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 697 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 698 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 699 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 700 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 701 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 702 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 703 | BinaryElementwiseOperatorTester() |
| 704 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 705 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 706 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 707 | .TestF32(); |
| 708 | } |
| 709 | } |
| 710 | } |
| 711 | |
| 712 | TEST(MAXIMUM_ND_F32, 5d_x_4d) { |
| 713 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 714 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 715 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 716 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 717 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 718 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 719 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 720 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 721 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 722 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 723 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 724 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 725 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 726 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 727 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 728 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 729 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 730 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 731 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 732 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 733 | BinaryElementwiseOperatorTester() |
| 734 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 735 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 736 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 737 | .TestF32(); |
| 738 | } |
| 739 | } |
| 740 | } |
| 741 | |
| 742 | TEST(MAXIMUM_ND_F32, 5d_x_5d) { |
| 743 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 744 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 745 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 746 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 747 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 748 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 749 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 750 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 751 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 752 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 753 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 754 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 755 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 756 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 757 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 758 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 759 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 760 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 761 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 762 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 763 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 764 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 765 | BinaryElementwiseOperatorTester() |
| 766 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 767 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 768 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 769 | .iterations(1) |
| 770 | .TestF32(); |
| 771 | } |
| 772 | } |
| 773 | } |
| 774 | |
| 775 | TEST(MAXIMUM_ND_F32, 0d_x_6d) { |
| 776 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 777 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 778 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 779 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 780 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 781 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 782 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 783 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 784 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 785 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 786 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 787 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 788 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 789 | BinaryElementwiseOperatorTester() |
| 790 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 791 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 792 | .TestF32(); |
| 793 | } |
| 794 | } |
| 795 | |
| 796 | TEST(MAXIMUM_ND_F32, 1d_x_6d) { |
| 797 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 798 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 799 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 800 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 801 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 802 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 803 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 804 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 805 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 806 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 807 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 808 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 809 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 810 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 811 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 812 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 813 | BinaryElementwiseOperatorTester() |
| 814 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 815 | .input1_shape({input1_dim1}) |
| 816 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 817 | .TestF32(); |
| 818 | } |
| 819 | } |
| 820 | } |
| 821 | |
| 822 | TEST(MAXIMUM_ND_F32, 2d_x_6d) { |
| 823 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 824 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 825 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 826 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 827 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 828 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 829 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 830 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 831 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 832 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 833 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 834 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 835 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 836 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 837 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 838 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 839 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 840 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 841 | BinaryElementwiseOperatorTester() |
| 842 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 843 | .input1_shape({input1_dim2, input1_dim1}) |
| 844 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 845 | .TestF32(); |
| 846 | } |
| 847 | } |
| 848 | } |
| 849 | |
| 850 | TEST(MAXIMUM_ND_F32, 3d_x_6d) { |
| 851 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 852 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 853 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 854 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 855 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 856 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 857 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 858 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 859 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 860 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 861 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 862 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 863 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 864 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 865 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 866 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 867 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 868 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 869 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 870 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 871 | BinaryElementwiseOperatorTester() |
| 872 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 873 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 874 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 875 | .TestF32(); |
| 876 | } |
| 877 | } |
| 878 | } |
| 879 | |
| 880 | TEST(MAXIMUM_ND_F32, 4d_x_6d) { |
| 881 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 882 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 883 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 884 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 885 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 886 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 887 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 888 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 889 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 890 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 891 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 892 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 893 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 894 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 895 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 896 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 897 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 898 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 899 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 900 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 901 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 902 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 903 | BinaryElementwiseOperatorTester() |
| 904 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 905 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 906 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 907 | .TestF32(); |
| 908 | } |
| 909 | } |
| 910 | } |
| 911 | |
| 912 | TEST(MAXIMUM_ND_F32, 5d_x_6d) { |
| 913 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 914 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 915 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 916 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 917 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 918 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 919 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 920 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 921 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 922 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 923 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 924 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 925 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 926 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 927 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 928 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 929 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 930 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 931 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 932 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 933 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 934 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 935 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 936 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 937 | BinaryElementwiseOperatorTester() |
| 938 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 939 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 940 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 941 | .iterations(1) |
| 942 | .TestF32(); |
| 943 | } |
| 944 | } |
| 945 | } |
| 946 | |
| 947 | TEST(MAXIMUM_ND_F32, 6d_x_0d) { |
| 948 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 949 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 950 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 951 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 952 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 953 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 954 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 955 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 956 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 957 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 958 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 959 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 960 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 961 | BinaryElementwiseOperatorTester() |
| 962 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 963 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 964 | .TestF32(); |
| 965 | } |
| 966 | } |
| 967 | |
| 968 | TEST(MAXIMUM_ND_F32, 6d_x_1d) { |
| 969 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 970 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 971 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 972 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 973 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 974 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 975 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 976 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 977 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 978 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 979 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 980 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 981 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 982 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 983 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 984 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 985 | BinaryElementwiseOperatorTester() |
| 986 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 987 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 988 | .input2_shape({input2_dim1}) |
| 989 | .TestF32(); |
| 990 | } |
| 991 | } |
| 992 | } |
| 993 | |
| 994 | TEST(MAXIMUM_ND_F32, 6d_x_2d) { |
| 995 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 996 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 997 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 998 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 999 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 1000 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 1001 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 1002 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 1003 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1004 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1005 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1006 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1007 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 1008 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 1009 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 1010 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 1011 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1012 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1013 | BinaryElementwiseOperatorTester() |
| 1014 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 1015 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 1016 | .input2_shape({input2_dim2, input2_dim1}) |
| 1017 | .TestF32(); |
| 1018 | } |
| 1019 | } |
| 1020 | } |
| 1021 | |
| 1022 | TEST(MAXIMUM_ND_F32, 6d_x_3d) { |
| 1023 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 1024 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 1025 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1026 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1027 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 1028 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 1029 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 1030 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 1031 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1032 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1033 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 1034 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1035 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1036 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 1037 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 1038 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 1039 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 1040 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1041 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1042 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 1043 | BinaryElementwiseOperatorTester() |
| 1044 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 1045 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 1046 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 1047 | .TestF32(); |
| 1048 | } |
| 1049 | } |
| 1050 | } |
| 1051 | |
| 1052 | TEST(MAXIMUM_ND_F32, 6d_x_4d) { |
| 1053 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 1054 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 1055 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1056 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1057 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 1058 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 1059 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 1060 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 1061 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1062 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1063 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 1064 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 1065 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1066 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1067 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 1068 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 1069 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 1070 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 1071 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1072 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1073 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 1074 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 1075 | BinaryElementwiseOperatorTester() |
| 1076 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 1077 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 1078 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 1079 | .TestF32(); |
| 1080 | } |
| 1081 | } |
| 1082 | } |
| 1083 | |
| 1084 | TEST(MAXIMUM_ND_F32, 6d_x_5d) { |
| 1085 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 1086 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 1087 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1088 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1089 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 1090 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 1091 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 1092 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 1093 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1094 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1095 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 1096 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 1097 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 1098 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1099 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1100 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 1101 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 1102 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 1103 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 1104 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1105 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1106 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 1107 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 1108 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 1109 | BinaryElementwiseOperatorTester() |
| 1110 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 1111 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 1112 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 1113 | .iterations(1) |
| 1114 | .TestF32(); |
| 1115 | } |
| 1116 | } |
| 1117 | } |
| 1118 | |
| 1119 | TEST(MAXIMUM_ND_F32, 6d_x_6d) { |
| 1120 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 1121 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 1122 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1123 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1124 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 1125 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 1126 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 1127 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 1128 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1129 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1130 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 1131 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 1132 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 1133 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 1134 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1135 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1136 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 1137 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 1138 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 1139 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 1140 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1141 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1142 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 1143 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 1144 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 1145 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 1146 | BinaryElementwiseOperatorTester() |
| 1147 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Maximum) |
| 1148 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 1149 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 1150 | .iterations(1) |
| 1151 | .TestF32(); |
| 1152 | } |
| 1153 | } |
| 1154 | } |