Marat Dukhan | b1a0fc3 | 2019-12-02 19:32:02 -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 | |
Marat Dukhan | ab4af57 | 2019-12-03 11:11:18 -0800 | [diff] [blame] | 10 | constexpr size_t kDim1 = 2; |
| 11 | constexpr size_t kDim2 = 3; |
| 12 | constexpr size_t kDim3 = 4; |
| 13 | constexpr size_t kDim4 = 5; |
Marat Dukhan | fc2b96e | 2019-12-03 12:04:04 -0800 | [diff] [blame] | 14 | constexpr size_t kDim5 = 6; |
| 15 | constexpr size_t kDim6 = 7; |
Marat Dukhan | b1a0fc3 | 2019-12-02 19:32:02 -0800 | [diff] [blame] | 16 | |
Marat Dukhan | ab4af57 | 2019-12-03 11:11:18 -0800 | [diff] [blame] | 17 | |
Marat Dukhan | ff20948 | 2020-09-03 14:26:53 -0700 | [diff] [blame] | 18 | TEST(ADD_ND_QS8, 0d_x_0d) { |
| 19 | BinaryElementwiseOperatorTester() |
| 20 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 21 | .TestQS8(); |
| 22 | } |
| 23 | |
| 24 | TEST(ADD_ND_QS8, 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::Add) |
| 30 | .input1_shape({input1_dim1}) |
| 31 | .TestQS8(); |
| 32 | } |
| 33 | } |
| 34 | |
| 35 | TEST(ADD_ND_QS8, 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::Add) |
| 41 | .input2_shape({input2_dim1}) |
| 42 | .TestQS8(); |
| 43 | } |
| 44 | } |
| 45 | |
| 46 | TEST(ADD_ND_QS8, 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::Add) |
| 55 | .input1_shape({input1_dim1}) |
| 56 | .input2_shape({input2_dim1}) |
| 57 | .TestQS8(); |
| 58 | } |
| 59 | } |
| 60 | } |
| 61 | |
| 62 | TEST(ADD_ND_QS8, 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::Add) |
| 70 | .input2_shape({input2_dim2, input2_dim1}) |
| 71 | .TestQS8(); |
| 72 | } |
| 73 | } |
| 74 | |
| 75 | TEST(ADD_ND_QS8, 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::Add) |
| 86 | .input1_shape({input1_dim1}) |
| 87 | .input2_shape({input2_dim2, input2_dim1}) |
| 88 | .TestQS8(); |
| 89 | } |
| 90 | } |
| 91 | } |
| 92 | |
| 93 | TEST(ADD_ND_QS8, 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::Add) |
| 101 | .input1_shape({input1_dim2, input1_dim1}) |
| 102 | .TestQS8(); |
| 103 | } |
| 104 | } |
| 105 | |
| 106 | TEST(ADD_ND_QS8, 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::Add) |
| 117 | .input1_shape({input1_dim2, input1_dim1}) |
| 118 | .input2_shape({input2_dim1}) |
| 119 | .TestQS8(); |
| 120 | } |
| 121 | } |
| 122 | } |
| 123 | |
| 124 | TEST(ADD_ND_QS8, 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::Add) |
| 137 | .input1_shape({input1_dim2, input1_dim1}) |
| 138 | .input2_shape({input2_dim2, input2_dim1}) |
| 139 | .TestQS8(); |
| 140 | } |
| 141 | } |
| 142 | } |
| 143 | |
| 144 | TEST(ADD_ND_QS8, 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::Add) |
| 154 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 155 | .TestQS8(); |
| 156 | } |
| 157 | } |
| 158 | |
| 159 | TEST(ADD_ND_QS8, 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::Add) |
| 172 | .input1_shape({input1_dim1}) |
| 173 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 174 | .TestQS8(); |
| 175 | } |
| 176 | } |
| 177 | } |
| 178 | |
| 179 | TEST(ADD_ND_QS8, 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::Add) |
| 194 | .input1_shape({input1_dim2, input1_dim1}) |
| 195 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 196 | .TestQS8(); |
| 197 | } |
| 198 | } |
| 199 | } |
| 200 | |
| 201 | TEST(ADD_ND_QS8, 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::Add) |
| 211 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 212 | .TestQS8(); |
| 213 | } |
| 214 | } |
| 215 | |
| 216 | TEST(ADD_ND_QS8, 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::Add) |
| 229 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 230 | .input2_shape({input2_dim1}) |
| 231 | .TestQS8(); |
| 232 | } |
| 233 | } |
| 234 | } |
| 235 | |
| 236 | TEST(ADD_ND_QS8, 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::Add) |
| 251 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 252 | .input2_shape({input2_dim2, input2_dim1}) |
| 253 | .TestQS8(); |
| 254 | } |
| 255 | } |
| 256 | } |
| 257 | |
| 258 | TEST(ADD_ND_QS8, 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::Add) |
| 275 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 276 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 277 | .TestQS8(); |
| 278 | } |
| 279 | } |
| 280 | } |
| 281 | |
| 282 | TEST(ADD_ND_QS8, 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::Add) |
| 294 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 295 | .TestQS8(); |
| 296 | } |
| 297 | } |
| 298 | |
| 299 | TEST(ADD_ND_QS8, 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::Add) |
| 314 | .input1_shape({input1_dim1}) |
| 315 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 316 | .TestQS8(); |
| 317 | } |
| 318 | } |
| 319 | } |
| 320 | |
| 321 | TEST(ADD_ND_QS8, 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::Add) |
| 338 | .input1_shape({input1_dim2, input1_dim1}) |
| 339 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 340 | .TestQS8(); |
| 341 | } |
| 342 | } |
| 343 | } |
| 344 | |
| 345 | TEST(ADD_ND_QS8, 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::Add) |
| 364 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 365 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 366 | .TestQS8(); |
| 367 | } |
| 368 | } |
| 369 | } |
| 370 | |
| 371 | TEST(ADD_ND_QS8, 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::Add) |
| 383 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 384 | .TestQS8(); |
| 385 | } |
| 386 | } |
| 387 | |
| 388 | TEST(ADD_ND_QS8, 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::Add) |
| 403 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 404 | .input2_shape({input2_dim1}) |
| 405 | .TestQS8(); |
| 406 | } |
| 407 | } |
| 408 | } |
| 409 | |
| 410 | TEST(ADD_ND_QS8, 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::Add) |
| 427 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 428 | .input2_shape({input2_dim2, input2_dim1}) |
| 429 | .TestQS8(); |
| 430 | } |
| 431 | } |
| 432 | } |
| 433 | |
| 434 | TEST(ADD_ND_QS8, 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::Add) |
| 453 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 454 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 455 | .TestQS8(); |
| 456 | } |
| 457 | } |
| 458 | } |
| 459 | |
| 460 | TEST(ADD_ND_QS8, 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::Add) |
| 481 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 482 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 483 | .TestQS8(); |
| 484 | } |
| 485 | } |
| 486 | } |
| 487 | |
| 488 | TEST(ADD_ND_QS8, 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::Add) |
| 502 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 503 | .TestQS8(); |
| 504 | } |
| 505 | } |
| 506 | |
| 507 | TEST(ADD_ND_QS8, 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::Add) |
| 524 | .input1_shape({input1_dim1}) |
| 525 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 526 | .TestQS8(); |
| 527 | } |
| 528 | } |
| 529 | } |
| 530 | |
| 531 | TEST(ADD_ND_QS8, 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::Add) |
| 550 | .input1_shape({input1_dim2, input1_dim1}) |
| 551 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 552 | .TestQS8(); |
| 553 | } |
| 554 | } |
| 555 | } |
| 556 | |
| 557 | TEST(ADD_ND_QS8, 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::Add) |
| 578 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 579 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 580 | .TestQS8(); |
| 581 | } |
| 582 | } |
| 583 | } |
| 584 | |
| 585 | TEST(ADD_ND_QS8, 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::Add) |
| 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 | .TestQS8(); |
| 611 | } |
| 612 | } |
| 613 | } |
| 614 | |
| 615 | TEST(ADD_ND_QS8, 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::Add) |
| 629 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 630 | .TestQS8(); |
| 631 | } |
| 632 | } |
| 633 | |
| 634 | TEST(ADD_ND_QS8, 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::Add) |
| 651 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 652 | .input2_shape({input2_dim1}) |
| 653 | .TestQS8(); |
| 654 | } |
| 655 | } |
| 656 | } |
| 657 | |
| 658 | TEST(ADD_ND_QS8, 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::Add) |
| 677 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 678 | .input2_shape({input2_dim2, input2_dim1}) |
| 679 | .TestQS8(); |
| 680 | } |
| 681 | } |
| 682 | } |
| 683 | |
| 684 | TEST(ADD_ND_QS8, 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::Add) |
| 705 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 706 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 707 | .TestQS8(); |
| 708 | } |
| 709 | } |
| 710 | } |
| 711 | |
| 712 | TEST(ADD_ND_QS8, 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::Add) |
| 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 | .TestQS8(); |
| 738 | } |
| 739 | } |
| 740 | } |
| 741 | |
| 742 | TEST(ADD_ND_QS8, 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::Add) |
| 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 | .TestQS8(); |
| 771 | } |
| 772 | } |
| 773 | } |
| 774 | |
| 775 | TEST(ADD_ND_QS8, 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::Add) |
| 791 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 792 | .TestQS8(); |
| 793 | } |
| 794 | } |
| 795 | |
| 796 | TEST(ADD_ND_QS8, 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::Add) |
| 815 | .input1_shape({input1_dim1}) |
| 816 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 817 | .TestQS8(); |
| 818 | } |
| 819 | } |
| 820 | } |
| 821 | |
| 822 | TEST(ADD_ND_QS8, 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::Add) |
| 843 | .input1_shape({input1_dim2, input1_dim1}) |
| 844 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 845 | .TestQS8(); |
| 846 | } |
| 847 | } |
| 848 | } |
| 849 | |
| 850 | TEST(ADD_ND_QS8, 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::Add) |
| 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 | .TestQS8(); |
| 876 | } |
| 877 | } |
| 878 | } |
| 879 | |
| 880 | TEST(ADD_ND_QS8, 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::Add) |
| 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 | .TestQS8(); |
| 908 | } |
| 909 | } |
| 910 | } |
| 911 | |
| 912 | TEST(ADD_ND_QS8, 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::Add) |
| 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 | .TestQS8(); |
| 943 | } |
| 944 | } |
| 945 | } |
| 946 | |
| 947 | TEST(ADD_ND_QS8, 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::Add) |
| 963 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 964 | .TestQS8(); |
| 965 | } |
| 966 | } |
| 967 | |
| 968 | TEST(ADD_ND_QS8, 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::Add) |
| 987 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 988 | .input2_shape({input2_dim1}) |
| 989 | .TestQS8(); |
| 990 | } |
| 991 | } |
| 992 | } |
| 993 | |
| 994 | TEST(ADD_ND_QS8, 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::Add) |
| 1015 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 1016 | .input2_shape({input2_dim2, input2_dim1}) |
| 1017 | .TestQS8(); |
| 1018 | } |
| 1019 | } |
| 1020 | } |
| 1021 | |
| 1022 | TEST(ADD_ND_QS8, 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::Add) |
| 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 | .TestQS8(); |
| 1048 | } |
| 1049 | } |
| 1050 | } |
| 1051 | |
| 1052 | TEST(ADD_ND_QS8, 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::Add) |
| 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 | .TestQS8(); |
| 1080 | } |
| 1081 | } |
| 1082 | } |
| 1083 | |
| 1084 | TEST(ADD_ND_QS8, 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::Add) |
| 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 | .TestQS8(); |
| 1115 | } |
| 1116 | } |
| 1117 | } |
| 1118 | |
| 1119 | TEST(ADD_ND_QS8, 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::Add) |
| 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 | .TestQS8(); |
| 1152 | } |
| 1153 | } |
| 1154 | } |
| 1155 | |
| 1156 | TEST(ADD_ND_QS8, input1_scale) { |
| 1157 | for (float input1_scale = 0.1f; input1_scale <= 10.0f; input1_scale *= 3.14f) { |
| 1158 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 1159 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 1160 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1161 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1162 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 1163 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 1164 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1165 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1166 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 1167 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 1168 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1169 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1170 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 1171 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 1172 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1173 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1174 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 1175 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 1176 | BinaryElementwiseOperatorTester() |
| 1177 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1178 | .input1_scale(input1_scale) |
| 1179 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 1180 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 1181 | .TestQS8(); |
| 1182 | } |
| 1183 | } |
| 1184 | } |
| 1185 | } |
| 1186 | |
| 1187 | TEST(ADD_ND_QS8, input1_zero_point) { |
Marat Dukhan | db007cd | 2021-07-20 23:42:39 -0700 | [diff] [blame] | 1188 | for (int32_t input1_zero_point = -128; input1_zero_point <= 127; input1_zero_point += 51) { |
Marat Dukhan | ff20948 | 2020-09-03 14:26:53 -0700 | [diff] [blame] | 1189 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 1190 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 1191 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1192 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1193 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 1194 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 1195 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1196 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1197 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 1198 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 1199 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1200 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1201 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 1202 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 1203 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1204 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1205 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 1206 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 1207 | BinaryElementwiseOperatorTester() |
| 1208 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1209 | .input1_zero_point(input1_zero_point) |
| 1210 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 1211 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 1212 | .TestQS8(); |
| 1213 | } |
| 1214 | } |
| 1215 | } |
| 1216 | } |
| 1217 | |
| 1218 | TEST(ADD_ND_QS8, input2_scale) { |
| 1219 | for (float input2_scale = 0.1f; input2_scale <= 10.0f; input2_scale *= 3.14f) { |
| 1220 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 1221 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 1222 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1223 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1224 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 1225 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 1226 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1227 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1228 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 1229 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 1230 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1231 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1232 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 1233 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 1234 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1235 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1236 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 1237 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 1238 | BinaryElementwiseOperatorTester() |
| 1239 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1240 | .input1_scale(input2_scale) |
| 1241 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 1242 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 1243 | .TestQS8(); |
| 1244 | } |
| 1245 | } |
| 1246 | } |
| 1247 | } |
| 1248 | |
| 1249 | TEST(ADD_ND_QS8, input2_zero_point) { |
Marat Dukhan | db007cd | 2021-07-20 23:42:39 -0700 | [diff] [blame] | 1250 | for (int32_t input2_zero_point = -128; input2_zero_point <= 127; input2_zero_point += 51) { |
Marat Dukhan | ff20948 | 2020-09-03 14:26:53 -0700 | [diff] [blame] | 1251 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 1252 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 1253 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1254 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1255 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 1256 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 1257 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1258 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1259 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 1260 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 1261 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1262 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1263 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 1264 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 1265 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1266 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1267 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 1268 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 1269 | BinaryElementwiseOperatorTester() |
| 1270 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1271 | .input2_zero_point(input2_zero_point) |
| 1272 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 1273 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 1274 | .TestQS8(); |
| 1275 | } |
| 1276 | } |
| 1277 | } |
| 1278 | } |
| 1279 | |
| 1280 | TEST(ADD_ND_QS8, output_scale) { |
| 1281 | for (float output_scale = 0.1f; output_scale <= 10.0f; output_scale *= 3.14f) { |
| 1282 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 1283 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 1284 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1285 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1286 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 1287 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 1288 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1289 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1290 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 1291 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 1292 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1293 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1294 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 1295 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 1296 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1297 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1298 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 1299 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 1300 | BinaryElementwiseOperatorTester() |
| 1301 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1302 | .input1_scale(output_scale) |
| 1303 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 1304 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 1305 | .TestQS8(); |
| 1306 | } |
| 1307 | } |
| 1308 | } |
| 1309 | } |
| 1310 | |
| 1311 | TEST(ADD_ND_QS8, output_zero_point) { |
Marat Dukhan | db007cd | 2021-07-20 23:42:39 -0700 | [diff] [blame] | 1312 | for (int32_t output_zero_point = -128; output_zero_point <= 127; output_zero_point += 51) { |
Marat Dukhan | ff20948 | 2020-09-03 14:26:53 -0700 | [diff] [blame] | 1313 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 1314 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 1315 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1316 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1317 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 1318 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 1319 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1320 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1321 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 1322 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 1323 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1324 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1325 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 1326 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 1327 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1328 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1329 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 1330 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 1331 | BinaryElementwiseOperatorTester() |
| 1332 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1333 | .output_zero_point(output_zero_point) |
| 1334 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 1335 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 1336 | .TestQS8(); |
| 1337 | } |
| 1338 | } |
| 1339 | } |
| 1340 | } |
| 1341 | |
Marat Dukhan | db007cd | 2021-07-20 23:42:39 -0700 | [diff] [blame] | 1342 | TEST(ADD_ND_QU8, 0d_x_0d) { |
| 1343 | BinaryElementwiseOperatorTester() |
| 1344 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1345 | .TestQU8(); |
| 1346 | } |
| 1347 | |
| 1348 | TEST(ADD_ND_QU8, 1d_x_0d) { |
| 1349 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 1350 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1351 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1352 | BinaryElementwiseOperatorTester() |
| 1353 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1354 | .input1_shape({input1_dim1}) |
| 1355 | .TestQU8(); |
| 1356 | } |
| 1357 | } |
| 1358 | |
| 1359 | TEST(ADD_ND_QU8, 0d_x_1d) { |
| 1360 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 1361 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1362 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1363 | BinaryElementwiseOperatorTester() |
| 1364 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1365 | .input2_shape({input2_dim1}) |
| 1366 | .TestQU8(); |
| 1367 | } |
| 1368 | } |
| 1369 | |
| 1370 | TEST(ADD_ND_QU8, 1d_x_1d) { |
| 1371 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 1372 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 1373 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1374 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1375 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1376 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1377 | BinaryElementwiseOperatorTester() |
| 1378 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1379 | .input1_shape({input1_dim1}) |
| 1380 | .input2_shape({input2_dim1}) |
| 1381 | .TestQU8(); |
| 1382 | } |
| 1383 | } |
| 1384 | } |
| 1385 | |
| 1386 | TEST(ADD_ND_QU8, 0d_x_2d) { |
| 1387 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 1388 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1389 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1390 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1391 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1392 | BinaryElementwiseOperatorTester() |
| 1393 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1394 | .input2_shape({input2_dim2, input2_dim1}) |
| 1395 | .TestQU8(); |
| 1396 | } |
| 1397 | } |
| 1398 | |
| 1399 | TEST(ADD_ND_QU8, 1d_x_2d) { |
| 1400 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 1401 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 1402 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1403 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1404 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1405 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1406 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1407 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1408 | BinaryElementwiseOperatorTester() |
| 1409 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1410 | .input1_shape({input1_dim1}) |
| 1411 | .input2_shape({input2_dim2, input2_dim1}) |
| 1412 | .TestQU8(); |
| 1413 | } |
| 1414 | } |
| 1415 | } |
| 1416 | |
| 1417 | TEST(ADD_ND_QU8, 2d_x_0d) { |
| 1418 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 1419 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1420 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1421 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1422 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1423 | BinaryElementwiseOperatorTester() |
| 1424 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1425 | .input1_shape({input1_dim2, input1_dim1}) |
| 1426 | .TestQU8(); |
| 1427 | } |
| 1428 | } |
| 1429 | |
| 1430 | TEST(ADD_ND_QU8, 2d_x_1d) { |
| 1431 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 1432 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 1433 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1434 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1435 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1436 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1437 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1438 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1439 | BinaryElementwiseOperatorTester() |
| 1440 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1441 | .input1_shape({input1_dim2, input1_dim1}) |
| 1442 | .input2_shape({input2_dim1}) |
| 1443 | .TestQU8(); |
| 1444 | } |
| 1445 | } |
| 1446 | } |
| 1447 | |
| 1448 | TEST(ADD_ND_QU8, 2d_x_2d) { |
| 1449 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 1450 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 1451 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1452 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1453 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1454 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1455 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1456 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1457 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1458 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1459 | BinaryElementwiseOperatorTester() |
| 1460 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1461 | .input1_shape({input1_dim2, input1_dim1}) |
| 1462 | .input2_shape({input2_dim2, input2_dim1}) |
| 1463 | .TestQU8(); |
| 1464 | } |
| 1465 | } |
| 1466 | } |
| 1467 | |
| 1468 | TEST(ADD_ND_QU8, 0d_x_3d) { |
| 1469 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 1470 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1471 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1472 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 1473 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1474 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1475 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 1476 | BinaryElementwiseOperatorTester() |
| 1477 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1478 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 1479 | .TestQU8(); |
| 1480 | } |
| 1481 | } |
| 1482 | |
| 1483 | TEST(ADD_ND_QU8, 1d_x_3d) { |
| 1484 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 1485 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 1486 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1487 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1488 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1489 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 1490 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1491 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1492 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1493 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 1494 | BinaryElementwiseOperatorTester() |
| 1495 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1496 | .input1_shape({input1_dim1}) |
| 1497 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 1498 | .TestQU8(); |
| 1499 | } |
| 1500 | } |
| 1501 | } |
| 1502 | |
| 1503 | TEST(ADD_ND_QU8, 2d_x_3d) { |
| 1504 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 1505 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 1506 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1507 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1508 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1509 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1510 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 1511 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1512 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1513 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1514 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1515 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 1516 | BinaryElementwiseOperatorTester() |
| 1517 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1518 | .input1_shape({input1_dim2, input1_dim1}) |
| 1519 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 1520 | .TestQU8(); |
| 1521 | } |
| 1522 | } |
| 1523 | } |
| 1524 | |
| 1525 | TEST(ADD_ND_QU8, 3d_x_0d) { |
| 1526 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 1527 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1528 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1529 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 1530 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1531 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1532 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 1533 | BinaryElementwiseOperatorTester() |
| 1534 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1535 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 1536 | .TestQU8(); |
| 1537 | } |
| 1538 | } |
| 1539 | |
| 1540 | TEST(ADD_ND_QU8, 3d_x_1d) { |
| 1541 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 1542 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 1543 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1544 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1545 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 1546 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1547 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1548 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1549 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 1550 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1551 | BinaryElementwiseOperatorTester() |
| 1552 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1553 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 1554 | .input2_shape({input2_dim1}) |
| 1555 | .TestQU8(); |
| 1556 | } |
| 1557 | } |
| 1558 | } |
| 1559 | |
| 1560 | TEST(ADD_ND_QU8, 3d_x_2d) { |
| 1561 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 1562 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 1563 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1564 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1565 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 1566 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1567 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1568 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1569 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1570 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 1571 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1572 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1573 | BinaryElementwiseOperatorTester() |
| 1574 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1575 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 1576 | .input2_shape({input2_dim2, input2_dim1}) |
| 1577 | .TestQU8(); |
| 1578 | } |
| 1579 | } |
| 1580 | } |
| 1581 | |
| 1582 | TEST(ADD_ND_QU8, 3d_x_3d) { |
| 1583 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 1584 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 1585 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1586 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1587 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 1588 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1589 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1590 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 1591 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1592 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1593 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 1594 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1595 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1596 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 1597 | BinaryElementwiseOperatorTester() |
| 1598 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1599 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 1600 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 1601 | .TestQU8(); |
| 1602 | } |
| 1603 | } |
| 1604 | } |
| 1605 | |
| 1606 | TEST(ADD_ND_QU8, 0d_x_4d) { |
| 1607 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 1608 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1609 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1610 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 1611 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 1612 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1613 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1614 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 1615 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 1616 | BinaryElementwiseOperatorTester() |
| 1617 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1618 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 1619 | .TestQU8(); |
| 1620 | } |
| 1621 | } |
| 1622 | |
| 1623 | TEST(ADD_ND_QU8, 1d_x_4d) { |
| 1624 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 1625 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 1626 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1627 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1628 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1629 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 1630 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 1631 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1632 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1633 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1634 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 1635 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 1636 | BinaryElementwiseOperatorTester() |
| 1637 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1638 | .input1_shape({input1_dim1}) |
| 1639 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 1640 | .TestQU8(); |
| 1641 | } |
| 1642 | } |
| 1643 | } |
| 1644 | |
| 1645 | TEST(ADD_ND_QU8, 2d_x_4d) { |
| 1646 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 1647 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 1648 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1649 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1650 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1651 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1652 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 1653 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 1654 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1655 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1656 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1657 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1658 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 1659 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 1660 | BinaryElementwiseOperatorTester() |
| 1661 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1662 | .input1_shape({input1_dim2, input1_dim1}) |
| 1663 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 1664 | .TestQU8(); |
| 1665 | } |
| 1666 | } |
| 1667 | } |
| 1668 | |
| 1669 | TEST(ADD_ND_QU8, 3d_x_4d) { |
| 1670 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 1671 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 1672 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1673 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1674 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 1675 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1676 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1677 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 1678 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 1679 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1680 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1681 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 1682 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1683 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1684 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 1685 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 1686 | BinaryElementwiseOperatorTester() |
| 1687 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1688 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 1689 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 1690 | .TestQU8(); |
| 1691 | } |
| 1692 | } |
| 1693 | } |
| 1694 | |
| 1695 | TEST(ADD_ND_QU8, 4d_x_0d) { |
| 1696 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 1697 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1698 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1699 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 1700 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 1701 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1702 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1703 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 1704 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 1705 | BinaryElementwiseOperatorTester() |
| 1706 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1707 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 1708 | .TestQU8(); |
| 1709 | } |
| 1710 | } |
| 1711 | |
| 1712 | TEST(ADD_ND_QU8, 4d_x_1d) { |
| 1713 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 1714 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 1715 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1716 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1717 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 1718 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 1719 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1720 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1721 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1722 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 1723 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 1724 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1725 | BinaryElementwiseOperatorTester() |
| 1726 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1727 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 1728 | .input2_shape({input2_dim1}) |
| 1729 | .TestQU8(); |
| 1730 | } |
| 1731 | } |
| 1732 | } |
| 1733 | |
| 1734 | TEST(ADD_ND_QU8, 4d_x_2d) { |
| 1735 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 1736 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 1737 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1738 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1739 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 1740 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 1741 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1742 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1743 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1744 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1745 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 1746 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 1747 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1748 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1749 | BinaryElementwiseOperatorTester() |
| 1750 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1751 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 1752 | .input2_shape({input2_dim2, input2_dim1}) |
| 1753 | .TestQU8(); |
| 1754 | } |
| 1755 | } |
| 1756 | } |
| 1757 | |
| 1758 | TEST(ADD_ND_QU8, 4d_x_3d) { |
| 1759 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 1760 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 1761 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1762 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1763 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 1764 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 1765 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1766 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1767 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 1768 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1769 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1770 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 1771 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 1772 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1773 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1774 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 1775 | BinaryElementwiseOperatorTester() |
| 1776 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1777 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 1778 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 1779 | .TestQU8(); |
| 1780 | } |
| 1781 | } |
| 1782 | } |
| 1783 | |
| 1784 | TEST(ADD_ND_QU8, 4d_x_4d) { |
| 1785 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 1786 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 1787 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1788 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1789 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 1790 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 1791 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1792 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1793 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 1794 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 1795 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1796 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1797 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 1798 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 1799 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1800 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1801 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 1802 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 1803 | BinaryElementwiseOperatorTester() |
| 1804 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1805 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 1806 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 1807 | .TestQU8(); |
| 1808 | } |
| 1809 | } |
| 1810 | } |
| 1811 | |
| 1812 | TEST(ADD_ND_QU8, 0d_x_5d) { |
| 1813 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 1814 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1815 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1816 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 1817 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 1818 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 1819 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1820 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1821 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 1822 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 1823 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 1824 | BinaryElementwiseOperatorTester() |
| 1825 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1826 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 1827 | .TestQU8(); |
| 1828 | } |
| 1829 | } |
| 1830 | |
| 1831 | TEST(ADD_ND_QU8, 1d_x_5d) { |
| 1832 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 1833 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 1834 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1835 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1836 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1837 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 1838 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 1839 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 1840 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1841 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1842 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1843 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 1844 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 1845 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 1846 | BinaryElementwiseOperatorTester() |
| 1847 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1848 | .input1_shape({input1_dim1}) |
| 1849 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 1850 | .TestQU8(); |
| 1851 | } |
| 1852 | } |
| 1853 | } |
| 1854 | |
| 1855 | TEST(ADD_ND_QU8, 2d_x_5d) { |
| 1856 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 1857 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 1858 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1859 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1860 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1861 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1862 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 1863 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 1864 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 1865 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1866 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1867 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1868 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1869 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 1870 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 1871 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 1872 | BinaryElementwiseOperatorTester() |
| 1873 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1874 | .input1_shape({input1_dim2, input1_dim1}) |
| 1875 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 1876 | .TestQU8(); |
| 1877 | } |
| 1878 | } |
| 1879 | } |
| 1880 | |
| 1881 | TEST(ADD_ND_QU8, 3d_x_5d) { |
| 1882 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 1883 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 1884 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1885 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1886 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 1887 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1888 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1889 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 1890 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 1891 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 1892 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1893 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1894 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 1895 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1896 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1897 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 1898 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 1899 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 1900 | BinaryElementwiseOperatorTester() |
| 1901 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1902 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 1903 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 1904 | .TestQU8(); |
| 1905 | } |
| 1906 | } |
| 1907 | } |
| 1908 | |
| 1909 | TEST(ADD_ND_QU8, 4d_x_5d) { |
| 1910 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 1911 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 1912 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1913 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1914 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 1915 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 1916 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1917 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1918 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 1919 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 1920 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 1921 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1922 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1923 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 1924 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 1925 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1926 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1927 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 1928 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 1929 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 1930 | BinaryElementwiseOperatorTester() |
| 1931 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1932 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 1933 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 1934 | .TestQU8(); |
| 1935 | } |
| 1936 | } |
| 1937 | } |
| 1938 | |
| 1939 | TEST(ADD_ND_QU8, 5d_x_0d) { |
| 1940 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 1941 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1942 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1943 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 1944 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 1945 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 1946 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1947 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1948 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 1949 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 1950 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 1951 | BinaryElementwiseOperatorTester() |
| 1952 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1953 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 1954 | .TestQU8(); |
| 1955 | } |
| 1956 | } |
| 1957 | |
| 1958 | TEST(ADD_ND_QU8, 5d_x_1d) { |
| 1959 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 1960 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 1961 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1962 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1963 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 1964 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 1965 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 1966 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1967 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1968 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1969 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 1970 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 1971 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 1972 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1973 | BinaryElementwiseOperatorTester() |
| 1974 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 1975 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 1976 | .input2_shape({input2_dim1}) |
| 1977 | .TestQU8(); |
| 1978 | } |
| 1979 | } |
| 1980 | } |
| 1981 | |
| 1982 | TEST(ADD_ND_QU8, 5d_x_2d) { |
| 1983 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 1984 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 1985 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 1986 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 1987 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 1988 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 1989 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 1990 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 1991 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 1992 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 1993 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 1994 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 1995 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 1996 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 1997 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 1998 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 1999 | BinaryElementwiseOperatorTester() |
| 2000 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2001 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 2002 | .input2_shape({input2_dim2, input2_dim1}) |
| 2003 | .TestQU8(); |
| 2004 | } |
| 2005 | } |
| 2006 | } |
| 2007 | |
| 2008 | TEST(ADD_ND_QU8, 5d_x_3d) { |
| 2009 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 2010 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 2011 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2012 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2013 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 2014 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 2015 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 2016 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2017 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2018 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 2019 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2020 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2021 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 2022 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 2023 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 2024 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2025 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2026 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 2027 | BinaryElementwiseOperatorTester() |
| 2028 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2029 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 2030 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 2031 | .TestQU8(); |
| 2032 | } |
| 2033 | } |
| 2034 | } |
| 2035 | |
| 2036 | TEST(ADD_ND_QU8, 5d_x_4d) { |
| 2037 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 2038 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 2039 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2040 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2041 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 2042 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 2043 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 2044 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2045 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2046 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 2047 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 2048 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2049 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2050 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 2051 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 2052 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 2053 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2054 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2055 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 2056 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 2057 | BinaryElementwiseOperatorTester() |
| 2058 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2059 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 2060 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 2061 | .TestQU8(); |
| 2062 | } |
| 2063 | } |
| 2064 | } |
| 2065 | |
| 2066 | TEST(ADD_ND_QU8, 5d_x_5d) { |
| 2067 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 2068 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 2069 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2070 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2071 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 2072 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 2073 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 2074 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2075 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2076 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 2077 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 2078 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 2079 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2080 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2081 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 2082 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 2083 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 2084 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2085 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2086 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 2087 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 2088 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 2089 | BinaryElementwiseOperatorTester() |
| 2090 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2091 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 2092 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 2093 | .iterations(1) |
| 2094 | .TestQU8(); |
| 2095 | } |
| 2096 | } |
| 2097 | } |
| 2098 | |
| 2099 | TEST(ADD_ND_QU8, 0d_x_6d) { |
| 2100 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 2101 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2102 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2103 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 2104 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 2105 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 2106 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 2107 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2108 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2109 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 2110 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 2111 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 2112 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 2113 | BinaryElementwiseOperatorTester() |
| 2114 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2115 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 2116 | .TestQU8(); |
| 2117 | } |
| 2118 | } |
| 2119 | |
| 2120 | TEST(ADD_ND_QU8, 1d_x_6d) { |
| 2121 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 2122 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 2123 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2124 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2125 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2126 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 2127 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 2128 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 2129 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 2130 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2131 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2132 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2133 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 2134 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 2135 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 2136 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 2137 | BinaryElementwiseOperatorTester() |
| 2138 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2139 | .input1_shape({input1_dim1}) |
| 2140 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 2141 | .TestQU8(); |
| 2142 | } |
| 2143 | } |
| 2144 | } |
| 2145 | |
| 2146 | TEST(ADD_ND_QU8, 2d_x_6d) { |
| 2147 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 2148 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 2149 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2150 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2151 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2152 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2153 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 2154 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 2155 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 2156 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 2157 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2158 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2159 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2160 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2161 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 2162 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 2163 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 2164 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 2165 | BinaryElementwiseOperatorTester() |
| 2166 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2167 | .input1_shape({input1_dim2, input1_dim1}) |
| 2168 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 2169 | .TestQU8(); |
| 2170 | } |
| 2171 | } |
| 2172 | } |
| 2173 | |
| 2174 | TEST(ADD_ND_QU8, 3d_x_6d) { |
| 2175 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 2176 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 2177 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2178 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2179 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 2180 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2181 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2182 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 2183 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 2184 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 2185 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 2186 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2187 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2188 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 2189 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2190 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2191 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 2192 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 2193 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 2194 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 2195 | BinaryElementwiseOperatorTester() |
| 2196 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2197 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 2198 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 2199 | .TestQU8(); |
| 2200 | } |
| 2201 | } |
| 2202 | } |
| 2203 | |
| 2204 | TEST(ADD_ND_QU8, 4d_x_6d) { |
| 2205 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 2206 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 2207 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2208 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2209 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 2210 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 2211 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2212 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2213 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 2214 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 2215 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 2216 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 2217 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2218 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2219 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 2220 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 2221 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2222 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2223 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 2224 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 2225 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 2226 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 2227 | BinaryElementwiseOperatorTester() |
| 2228 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2229 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 2230 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 2231 | .TestQU8(); |
| 2232 | } |
| 2233 | } |
| 2234 | } |
| 2235 | |
| 2236 | TEST(ADD_ND_QU8, 5d_x_6d) { |
| 2237 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 2238 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 2239 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2240 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2241 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 2242 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 2243 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 2244 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2245 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2246 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 2247 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 2248 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 2249 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 2250 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2251 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2252 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 2253 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 2254 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 2255 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2256 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2257 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 2258 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 2259 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 2260 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 2261 | BinaryElementwiseOperatorTester() |
| 2262 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2263 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 2264 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 2265 | .iterations(1) |
| 2266 | .TestQU8(); |
| 2267 | } |
| 2268 | } |
| 2269 | } |
| 2270 | |
| 2271 | TEST(ADD_ND_QU8, 6d_x_0d) { |
| 2272 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 2273 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2274 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2275 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 2276 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 2277 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 2278 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 2279 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2280 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2281 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 2282 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 2283 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 2284 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 2285 | BinaryElementwiseOperatorTester() |
| 2286 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2287 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 2288 | .TestQU8(); |
| 2289 | } |
| 2290 | } |
| 2291 | |
| 2292 | TEST(ADD_ND_QU8, 6d_x_1d) { |
| 2293 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 2294 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 2295 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2296 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2297 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 2298 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 2299 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 2300 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 2301 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2302 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2303 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2304 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 2305 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 2306 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 2307 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 2308 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2309 | BinaryElementwiseOperatorTester() |
| 2310 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2311 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 2312 | .input2_shape({input2_dim1}) |
| 2313 | .TestQU8(); |
| 2314 | } |
| 2315 | } |
| 2316 | } |
| 2317 | |
| 2318 | TEST(ADD_ND_QU8, 6d_x_2d) { |
| 2319 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 2320 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 2321 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2322 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2323 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 2324 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 2325 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 2326 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 2327 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2328 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2329 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2330 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2331 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 2332 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 2333 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 2334 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 2335 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2336 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2337 | BinaryElementwiseOperatorTester() |
| 2338 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2339 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 2340 | .input2_shape({input2_dim2, input2_dim1}) |
| 2341 | .TestQU8(); |
| 2342 | } |
| 2343 | } |
| 2344 | } |
| 2345 | |
| 2346 | TEST(ADD_ND_QU8, 6d_x_3d) { |
| 2347 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 2348 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 2349 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2350 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2351 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 2352 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 2353 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 2354 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 2355 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2356 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2357 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 2358 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2359 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2360 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 2361 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 2362 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 2363 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 2364 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2365 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2366 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 2367 | BinaryElementwiseOperatorTester() |
| 2368 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2369 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 2370 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 2371 | .TestQU8(); |
| 2372 | } |
| 2373 | } |
| 2374 | } |
| 2375 | |
| 2376 | TEST(ADD_ND_QU8, 6d_x_4d) { |
| 2377 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 2378 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 2379 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2380 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2381 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 2382 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 2383 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 2384 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 2385 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2386 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2387 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 2388 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 2389 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2390 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2391 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 2392 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 2393 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 2394 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 2395 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2396 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2397 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 2398 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 2399 | BinaryElementwiseOperatorTester() |
| 2400 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2401 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 2402 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 2403 | .TestQU8(); |
| 2404 | } |
| 2405 | } |
| 2406 | } |
| 2407 | |
| 2408 | TEST(ADD_ND_QU8, 6d_x_5d) { |
| 2409 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 2410 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 2411 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2412 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2413 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 2414 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 2415 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 2416 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 2417 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2418 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2419 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 2420 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 2421 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 2422 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2423 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2424 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 2425 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 2426 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 2427 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 2428 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2429 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2430 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 2431 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 2432 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 2433 | BinaryElementwiseOperatorTester() |
| 2434 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2435 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 2436 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 2437 | .iterations(1) |
| 2438 | .TestQU8(); |
| 2439 | } |
| 2440 | } |
| 2441 | } |
| 2442 | |
| 2443 | TEST(ADD_ND_QU8, 6d_x_6d) { |
| 2444 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 2445 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 2446 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2447 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2448 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 2449 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 2450 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 2451 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 2452 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2453 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2454 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 2455 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 2456 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 2457 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 2458 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2459 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2460 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 2461 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 2462 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 2463 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 2464 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2465 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2466 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 2467 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 2468 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 2469 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 2470 | BinaryElementwiseOperatorTester() |
| 2471 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2472 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 2473 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 2474 | .iterations(1) |
| 2475 | .TestQU8(); |
| 2476 | } |
| 2477 | } |
| 2478 | } |
| 2479 | |
| 2480 | TEST(ADD_ND_QU8, input1_scale) { |
| 2481 | for (float input1_scale = 0.1f; input1_scale <= 10.0f; input1_scale *= 3.14f) { |
| 2482 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 2483 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 2484 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2485 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2486 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 2487 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 2488 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2489 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2490 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 2491 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 2492 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2493 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2494 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 2495 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 2496 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2497 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2498 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 2499 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 2500 | BinaryElementwiseOperatorTester() |
| 2501 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2502 | .input1_scale(input1_scale) |
| 2503 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 2504 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 2505 | .TestQU8(); |
| 2506 | } |
| 2507 | } |
| 2508 | } |
| 2509 | } |
| 2510 | |
| 2511 | TEST(ADD_ND_QU8, input1_zero_point) { |
| 2512 | for (int32_t input1_zero_point = 0; input1_zero_point <= 255; input1_zero_point += 51) { |
| 2513 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 2514 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 2515 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2516 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2517 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 2518 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 2519 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2520 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2521 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 2522 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 2523 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2524 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2525 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 2526 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 2527 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2528 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2529 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 2530 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 2531 | BinaryElementwiseOperatorTester() |
| 2532 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2533 | .input1_zero_point(input1_zero_point) |
| 2534 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 2535 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 2536 | .TestQU8(); |
| 2537 | } |
| 2538 | } |
| 2539 | } |
| 2540 | } |
| 2541 | |
| 2542 | TEST(ADD_ND_QU8, input2_scale) { |
| 2543 | for (float input2_scale = 0.1f; input2_scale <= 10.0f; input2_scale *= 3.14f) { |
| 2544 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 2545 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 2546 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2547 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2548 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 2549 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 2550 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2551 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2552 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 2553 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 2554 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2555 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2556 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 2557 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 2558 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2559 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2560 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 2561 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 2562 | BinaryElementwiseOperatorTester() |
| 2563 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2564 | .input1_scale(input2_scale) |
| 2565 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 2566 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 2567 | .TestQU8(); |
| 2568 | } |
| 2569 | } |
| 2570 | } |
| 2571 | } |
| 2572 | |
| 2573 | TEST(ADD_ND_QU8, input2_zero_point) { |
| 2574 | for (int32_t input2_zero_point = 0; input2_zero_point <= 255; input2_zero_point += 51) { |
| 2575 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 2576 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 2577 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2578 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2579 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 2580 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 2581 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2582 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2583 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 2584 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 2585 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2586 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2587 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 2588 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 2589 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2590 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2591 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 2592 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 2593 | BinaryElementwiseOperatorTester() |
| 2594 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2595 | .input2_zero_point(input2_zero_point) |
| 2596 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 2597 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 2598 | .TestQU8(); |
| 2599 | } |
| 2600 | } |
| 2601 | } |
| 2602 | } |
| 2603 | |
| 2604 | TEST(ADD_ND_QU8, output_scale) { |
| 2605 | for (float output_scale = 0.1f; output_scale <= 10.0f; output_scale *= 3.14f) { |
| 2606 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 2607 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 2608 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2609 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2610 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 2611 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 2612 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2613 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2614 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 2615 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 2616 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2617 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2618 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 2619 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 2620 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2621 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2622 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 2623 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 2624 | BinaryElementwiseOperatorTester() |
| 2625 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2626 | .input1_scale(output_scale) |
| 2627 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 2628 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 2629 | .TestQU8(); |
| 2630 | } |
| 2631 | } |
| 2632 | } |
| 2633 | } |
| 2634 | |
| 2635 | TEST(ADD_ND_QU8, output_zero_point) { |
| 2636 | for (int32_t output_zero_point = 0; output_zero_point <= 255; output_zero_point += 51) { |
| 2637 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 2638 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 2639 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2640 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2641 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 2642 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 2643 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2644 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2645 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 2646 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 2647 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2648 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2649 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 2650 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 2651 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2652 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2653 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 2654 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 2655 | BinaryElementwiseOperatorTester() |
| 2656 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2657 | .output_zero_point(output_zero_point) |
| 2658 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 2659 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 2660 | .TestQU8(); |
| 2661 | } |
| 2662 | } |
| 2663 | } |
| 2664 | } |
| 2665 | |
Frank Barchard | 01898c0 | 2020-06-23 21:49:50 -0700 | [diff] [blame] | 2666 | TEST(ADD_ND_F16, 0d_x_0d) { |
| 2667 | BinaryElementwiseOperatorTester() |
| 2668 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2669 | .TestF16(); |
| 2670 | } |
| 2671 | |
| 2672 | TEST(ADD_ND_F16, 1d_x_0d) { |
| 2673 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 2674 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2675 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2676 | BinaryElementwiseOperatorTester() |
| 2677 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2678 | .input1_shape({input1_dim1}) |
| 2679 | .TestF16(); |
| 2680 | } |
| 2681 | } |
| 2682 | |
| 2683 | TEST(ADD_ND_F16, 0d_x_1d) { |
| 2684 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 2685 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2686 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2687 | BinaryElementwiseOperatorTester() |
| 2688 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2689 | .input2_shape({input2_dim1}) |
| 2690 | .TestF16(); |
| 2691 | } |
| 2692 | } |
| 2693 | |
| 2694 | TEST(ADD_ND_F16, 1d_x_1d) { |
| 2695 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 2696 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 2697 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2698 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2699 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2700 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2701 | BinaryElementwiseOperatorTester() |
| 2702 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2703 | .input1_shape({input1_dim1}) |
| 2704 | .input2_shape({input2_dim1}) |
| 2705 | .TestF16(); |
| 2706 | } |
| 2707 | } |
| 2708 | } |
| 2709 | |
| 2710 | TEST(ADD_ND_F16, 0d_x_2d) { |
| 2711 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 2712 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2713 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2714 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2715 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2716 | BinaryElementwiseOperatorTester() |
| 2717 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2718 | .input2_shape({input2_dim2, input2_dim1}) |
| 2719 | .TestF16(); |
| 2720 | } |
| 2721 | } |
| 2722 | |
| 2723 | TEST(ADD_ND_F16, 1d_x_2d) { |
| 2724 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 2725 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 2726 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2727 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2728 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2729 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2730 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2731 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2732 | BinaryElementwiseOperatorTester() |
| 2733 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2734 | .input1_shape({input1_dim1}) |
| 2735 | .input2_shape({input2_dim2, input2_dim1}) |
| 2736 | .TestF16(); |
| 2737 | } |
| 2738 | } |
| 2739 | } |
| 2740 | |
| 2741 | TEST(ADD_ND_F16, 2d_x_0d) { |
| 2742 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 2743 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2744 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2745 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2746 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2747 | BinaryElementwiseOperatorTester() |
| 2748 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2749 | .input1_shape({input1_dim2, input1_dim1}) |
| 2750 | .TestF16(); |
| 2751 | } |
| 2752 | } |
| 2753 | |
| 2754 | TEST(ADD_ND_F16, 2d_x_1d) { |
| 2755 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 2756 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 2757 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2758 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2759 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2760 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2761 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2762 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2763 | BinaryElementwiseOperatorTester() |
| 2764 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2765 | .input1_shape({input1_dim2, input1_dim1}) |
| 2766 | .input2_shape({input2_dim1}) |
| 2767 | .TestF16(); |
| 2768 | } |
| 2769 | } |
| 2770 | } |
| 2771 | |
| 2772 | TEST(ADD_ND_F16, 2d_x_2d) { |
| 2773 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 2774 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 2775 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2776 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2777 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2778 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2779 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2780 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2781 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2782 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2783 | BinaryElementwiseOperatorTester() |
| 2784 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2785 | .input1_shape({input1_dim2, input1_dim1}) |
| 2786 | .input2_shape({input2_dim2, input2_dim1}) |
| 2787 | .TestF16(); |
| 2788 | } |
| 2789 | } |
| 2790 | } |
| 2791 | |
| 2792 | TEST(ADD_ND_F16, 0d_x_3d) { |
| 2793 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 2794 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2795 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2796 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 2797 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2798 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2799 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 2800 | BinaryElementwiseOperatorTester() |
| 2801 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2802 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 2803 | .TestF16(); |
| 2804 | } |
| 2805 | } |
| 2806 | |
| 2807 | TEST(ADD_ND_F16, 1d_x_3d) { |
| 2808 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 2809 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 2810 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2811 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2812 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2813 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 2814 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2815 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2816 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2817 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 2818 | BinaryElementwiseOperatorTester() |
| 2819 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2820 | .input1_shape({input1_dim1}) |
| 2821 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 2822 | .TestF16(); |
| 2823 | } |
| 2824 | } |
| 2825 | } |
| 2826 | |
| 2827 | TEST(ADD_ND_F16, 2d_x_3d) { |
| 2828 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 2829 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 2830 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2831 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2832 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2833 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2834 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 2835 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2836 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2837 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2838 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2839 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 2840 | BinaryElementwiseOperatorTester() |
| 2841 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2842 | .input1_shape({input1_dim2, input1_dim1}) |
| 2843 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 2844 | .TestF16(); |
| 2845 | } |
| 2846 | } |
| 2847 | } |
| 2848 | |
| 2849 | TEST(ADD_ND_F16, 3d_x_0d) { |
| 2850 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 2851 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2852 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2853 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 2854 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2855 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2856 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 2857 | BinaryElementwiseOperatorTester() |
| 2858 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2859 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 2860 | .TestF16(); |
| 2861 | } |
| 2862 | } |
| 2863 | |
| 2864 | TEST(ADD_ND_F16, 3d_x_1d) { |
| 2865 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 2866 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 2867 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2868 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2869 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 2870 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2871 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2872 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2873 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 2874 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2875 | BinaryElementwiseOperatorTester() |
| 2876 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2877 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 2878 | .input2_shape({input2_dim1}) |
| 2879 | .TestF16(); |
| 2880 | } |
| 2881 | } |
| 2882 | } |
| 2883 | |
| 2884 | TEST(ADD_ND_F16, 3d_x_2d) { |
| 2885 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 2886 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 2887 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2888 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2889 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 2890 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2891 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2892 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2893 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2894 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 2895 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2896 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2897 | BinaryElementwiseOperatorTester() |
| 2898 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2899 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 2900 | .input2_shape({input2_dim2, input2_dim1}) |
| 2901 | .TestF16(); |
| 2902 | } |
| 2903 | } |
| 2904 | } |
| 2905 | |
| 2906 | TEST(ADD_ND_F16, 3d_x_3d) { |
| 2907 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 2908 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 2909 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2910 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2911 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 2912 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2913 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2914 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 2915 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2916 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2917 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 2918 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2919 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2920 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 2921 | BinaryElementwiseOperatorTester() |
| 2922 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2923 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 2924 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 2925 | .TestF16(); |
| 2926 | } |
| 2927 | } |
| 2928 | } |
| 2929 | |
| 2930 | TEST(ADD_ND_F16, 0d_x_4d) { |
| 2931 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 2932 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2933 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2934 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 2935 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 2936 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2937 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2938 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 2939 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 2940 | BinaryElementwiseOperatorTester() |
| 2941 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2942 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 2943 | .TestF16(); |
| 2944 | } |
| 2945 | } |
| 2946 | |
| 2947 | TEST(ADD_ND_F16, 1d_x_4d) { |
| 2948 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 2949 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 2950 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2951 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2952 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2953 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 2954 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 2955 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2956 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2957 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2958 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 2959 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 2960 | BinaryElementwiseOperatorTester() |
| 2961 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2962 | .input1_shape({input1_dim1}) |
| 2963 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 2964 | .TestF16(); |
| 2965 | } |
| 2966 | } |
| 2967 | } |
| 2968 | |
| 2969 | TEST(ADD_ND_F16, 2d_x_4d) { |
| 2970 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 2971 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 2972 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2973 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2974 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 2975 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 2976 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 2977 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 2978 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 2979 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 2980 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 2981 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 2982 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 2983 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 2984 | BinaryElementwiseOperatorTester() |
| 2985 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 2986 | .input1_shape({input1_dim2, input1_dim1}) |
| 2987 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 2988 | .TestF16(); |
| 2989 | } |
| 2990 | } |
| 2991 | } |
| 2992 | |
| 2993 | TEST(ADD_ND_F16, 3d_x_4d) { |
| 2994 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 2995 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 2996 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 2997 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 2998 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 2999 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3000 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3001 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 3002 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 3003 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3004 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3005 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 3006 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3007 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3008 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 3009 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 3010 | BinaryElementwiseOperatorTester() |
| 3011 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3012 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 3013 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 3014 | .TestF16(); |
| 3015 | } |
| 3016 | } |
| 3017 | } |
| 3018 | |
| 3019 | TEST(ADD_ND_F16, 4d_x_0d) { |
| 3020 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 3021 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3022 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3023 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 3024 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 3025 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3026 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3027 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 3028 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 3029 | BinaryElementwiseOperatorTester() |
| 3030 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3031 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 3032 | .TestF16(); |
| 3033 | } |
| 3034 | } |
| 3035 | |
| 3036 | TEST(ADD_ND_F16, 4d_x_1d) { |
| 3037 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 3038 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 3039 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3040 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3041 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 3042 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 3043 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3044 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3045 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3046 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 3047 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 3048 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3049 | BinaryElementwiseOperatorTester() |
| 3050 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3051 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 3052 | .input2_shape({input2_dim1}) |
| 3053 | .TestF16(); |
| 3054 | } |
| 3055 | } |
| 3056 | } |
| 3057 | |
| 3058 | TEST(ADD_ND_F16, 4d_x_2d) { |
| 3059 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 3060 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 3061 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3062 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3063 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 3064 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 3065 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3066 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3067 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3068 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3069 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 3070 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 3071 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3072 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3073 | BinaryElementwiseOperatorTester() |
| 3074 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3075 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 3076 | .input2_shape({input2_dim2, input2_dim1}) |
| 3077 | .TestF16(); |
| 3078 | } |
| 3079 | } |
| 3080 | } |
| 3081 | |
| 3082 | TEST(ADD_ND_F16, 4d_x_3d) { |
| 3083 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 3084 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 3085 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3086 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3087 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 3088 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 3089 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3090 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3091 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 3092 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3093 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3094 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 3095 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 3096 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3097 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3098 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 3099 | BinaryElementwiseOperatorTester() |
| 3100 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3101 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 3102 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 3103 | .TestF16(); |
| 3104 | } |
| 3105 | } |
| 3106 | } |
| 3107 | |
| 3108 | TEST(ADD_ND_F16, 4d_x_4d) { |
| 3109 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 3110 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 3111 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3112 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3113 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 3114 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 3115 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3116 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3117 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 3118 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 3119 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3120 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3121 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 3122 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 3123 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3124 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3125 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 3126 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 3127 | BinaryElementwiseOperatorTester() |
| 3128 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3129 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 3130 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 3131 | .TestF16(); |
| 3132 | } |
| 3133 | } |
| 3134 | } |
| 3135 | |
| 3136 | TEST(ADD_ND_F16, 0d_x_5d) { |
| 3137 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 3138 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3139 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3140 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 3141 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 3142 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 3143 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3144 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3145 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 3146 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 3147 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 3148 | BinaryElementwiseOperatorTester() |
| 3149 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3150 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 3151 | .TestF16(); |
| 3152 | } |
| 3153 | } |
| 3154 | |
| 3155 | TEST(ADD_ND_F16, 1d_x_5d) { |
| 3156 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 3157 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 3158 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3159 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3160 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3161 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 3162 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 3163 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 3164 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3165 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3166 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3167 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 3168 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 3169 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 3170 | BinaryElementwiseOperatorTester() |
| 3171 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3172 | .input1_shape({input1_dim1}) |
| 3173 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 3174 | .TestF16(); |
| 3175 | } |
| 3176 | } |
| 3177 | } |
| 3178 | |
| 3179 | TEST(ADD_ND_F16, 2d_x_5d) { |
| 3180 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 3181 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 3182 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3183 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3184 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3185 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3186 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 3187 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 3188 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 3189 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3190 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3191 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3192 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3193 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 3194 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 3195 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 3196 | BinaryElementwiseOperatorTester() |
| 3197 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3198 | .input1_shape({input1_dim2, input1_dim1}) |
| 3199 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 3200 | .TestF16(); |
| 3201 | } |
| 3202 | } |
| 3203 | } |
| 3204 | |
| 3205 | TEST(ADD_ND_F16, 3d_x_5d) { |
| 3206 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 3207 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 3208 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3209 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3210 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 3211 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3212 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3213 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 3214 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 3215 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 3216 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3217 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3218 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 3219 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3220 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3221 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 3222 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 3223 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 3224 | BinaryElementwiseOperatorTester() |
| 3225 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3226 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 3227 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 3228 | .TestF16(); |
| 3229 | } |
| 3230 | } |
| 3231 | } |
| 3232 | |
| 3233 | TEST(ADD_ND_F16, 4d_x_5d) { |
| 3234 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 3235 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 3236 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3237 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3238 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 3239 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 3240 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3241 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3242 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 3243 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 3244 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 3245 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3246 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3247 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 3248 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 3249 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3250 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3251 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 3252 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 3253 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 3254 | BinaryElementwiseOperatorTester() |
| 3255 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3256 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 3257 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 3258 | .TestF16(); |
| 3259 | } |
| 3260 | } |
| 3261 | } |
| 3262 | |
| 3263 | TEST(ADD_ND_F16, 5d_x_0d) { |
| 3264 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 3265 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3266 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3267 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 3268 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 3269 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 3270 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3271 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3272 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 3273 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 3274 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 3275 | BinaryElementwiseOperatorTester() |
| 3276 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3277 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 3278 | .TestF16(); |
| 3279 | } |
| 3280 | } |
| 3281 | |
| 3282 | TEST(ADD_ND_F16, 5d_x_1d) { |
| 3283 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 3284 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 3285 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3286 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3287 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 3288 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 3289 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 3290 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3291 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3292 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3293 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 3294 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 3295 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 3296 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3297 | BinaryElementwiseOperatorTester() |
| 3298 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3299 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 3300 | .input2_shape({input2_dim1}) |
| 3301 | .TestF16(); |
| 3302 | } |
| 3303 | } |
| 3304 | } |
| 3305 | |
| 3306 | TEST(ADD_ND_F16, 5d_x_2d) { |
| 3307 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 3308 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 3309 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3310 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3311 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 3312 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 3313 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 3314 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3315 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3316 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3317 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3318 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 3319 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 3320 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 3321 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3322 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3323 | BinaryElementwiseOperatorTester() |
| 3324 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3325 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 3326 | .input2_shape({input2_dim2, input2_dim1}) |
| 3327 | .TestF16(); |
| 3328 | } |
| 3329 | } |
| 3330 | } |
| 3331 | |
| 3332 | TEST(ADD_ND_F16, 5d_x_3d) { |
| 3333 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 3334 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 3335 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3336 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3337 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 3338 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 3339 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 3340 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3341 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3342 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 3343 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3344 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3345 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 3346 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 3347 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 3348 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3349 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3350 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 3351 | BinaryElementwiseOperatorTester() |
| 3352 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3353 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 3354 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 3355 | .TestF16(); |
| 3356 | } |
| 3357 | } |
| 3358 | } |
| 3359 | |
| 3360 | TEST(ADD_ND_F16, 5d_x_4d) { |
| 3361 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 3362 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 3363 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3364 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3365 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 3366 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 3367 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 3368 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3369 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3370 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 3371 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 3372 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3373 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3374 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 3375 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 3376 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 3377 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3378 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3379 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 3380 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 3381 | BinaryElementwiseOperatorTester() |
| 3382 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3383 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 3384 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 3385 | .TestF16(); |
| 3386 | } |
| 3387 | } |
| 3388 | } |
| 3389 | |
| 3390 | TEST(ADD_ND_F16, 5d_x_5d) { |
| 3391 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 3392 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 3393 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3394 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3395 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 3396 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 3397 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 3398 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3399 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3400 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 3401 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 3402 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 3403 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3404 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3405 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 3406 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 3407 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 3408 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3409 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3410 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 3411 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 3412 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 3413 | BinaryElementwiseOperatorTester() |
| 3414 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3415 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 3416 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 3417 | .iterations(1) |
| 3418 | .TestF16(); |
| 3419 | } |
| 3420 | } |
| 3421 | } |
| 3422 | |
| 3423 | TEST(ADD_ND_F16, 0d_x_6d) { |
| 3424 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 3425 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3426 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3427 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 3428 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 3429 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 3430 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 3431 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3432 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3433 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 3434 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 3435 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 3436 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 3437 | BinaryElementwiseOperatorTester() |
| 3438 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3439 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 3440 | .TestF16(); |
| 3441 | } |
| 3442 | } |
| 3443 | |
| 3444 | TEST(ADD_ND_F16, 1d_x_6d) { |
| 3445 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 3446 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 3447 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3448 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3449 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3450 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 3451 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 3452 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 3453 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 3454 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3455 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3456 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3457 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 3458 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 3459 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 3460 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 3461 | BinaryElementwiseOperatorTester() |
| 3462 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3463 | .input1_shape({input1_dim1}) |
| 3464 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 3465 | .TestF16(); |
| 3466 | } |
| 3467 | } |
| 3468 | } |
| 3469 | |
| 3470 | TEST(ADD_ND_F16, 2d_x_6d) { |
| 3471 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 3472 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 3473 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3474 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3475 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3476 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3477 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 3478 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 3479 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 3480 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 3481 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3482 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3483 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3484 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3485 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 3486 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 3487 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 3488 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 3489 | BinaryElementwiseOperatorTester() |
| 3490 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3491 | .input1_shape({input1_dim2, input1_dim1}) |
| 3492 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 3493 | .TestF16(); |
| 3494 | } |
| 3495 | } |
| 3496 | } |
| 3497 | |
| 3498 | TEST(ADD_ND_F16, 3d_x_6d) { |
| 3499 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 3500 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 3501 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3502 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3503 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 3504 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3505 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3506 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 3507 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 3508 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 3509 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 3510 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3511 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3512 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 3513 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3514 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3515 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 3516 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 3517 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 3518 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 3519 | BinaryElementwiseOperatorTester() |
| 3520 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3521 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 3522 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 3523 | .TestF16(); |
| 3524 | } |
| 3525 | } |
| 3526 | } |
| 3527 | |
| 3528 | TEST(ADD_ND_F16, 4d_x_6d) { |
| 3529 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 3530 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 3531 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3532 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3533 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 3534 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 3535 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3536 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3537 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 3538 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 3539 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 3540 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 3541 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3542 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3543 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 3544 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 3545 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3546 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3547 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 3548 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 3549 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 3550 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 3551 | BinaryElementwiseOperatorTester() |
| 3552 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3553 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 3554 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 3555 | .TestF16(); |
| 3556 | } |
| 3557 | } |
| 3558 | } |
| 3559 | |
| 3560 | TEST(ADD_ND_F16, 5d_x_6d) { |
| 3561 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 3562 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 3563 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3564 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3565 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 3566 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 3567 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 3568 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3569 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3570 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 3571 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 3572 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 3573 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 3574 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3575 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3576 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 3577 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 3578 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 3579 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3580 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3581 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 3582 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 3583 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 3584 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 3585 | BinaryElementwiseOperatorTester() |
| 3586 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3587 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 3588 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 3589 | .iterations(1) |
| 3590 | .TestF16(); |
| 3591 | } |
| 3592 | } |
| 3593 | } |
| 3594 | |
| 3595 | TEST(ADD_ND_F16, 6d_x_0d) { |
| 3596 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 3597 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3598 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3599 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 3600 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 3601 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 3602 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 3603 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3604 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3605 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 3606 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 3607 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 3608 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 3609 | BinaryElementwiseOperatorTester() |
| 3610 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3611 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 3612 | .TestF16(); |
| 3613 | } |
| 3614 | } |
| 3615 | |
| 3616 | TEST(ADD_ND_F16, 6d_x_1d) { |
| 3617 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 3618 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 3619 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3620 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3621 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 3622 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 3623 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 3624 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 3625 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3626 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3627 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3628 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 3629 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 3630 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 3631 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 3632 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3633 | BinaryElementwiseOperatorTester() |
| 3634 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3635 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 3636 | .input2_shape({input2_dim1}) |
| 3637 | .TestF16(); |
| 3638 | } |
| 3639 | } |
| 3640 | } |
| 3641 | |
| 3642 | TEST(ADD_ND_F16, 6d_x_2d) { |
| 3643 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 3644 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 3645 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3646 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3647 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 3648 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 3649 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 3650 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 3651 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3652 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3653 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3654 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3655 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 3656 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 3657 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 3658 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 3659 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3660 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3661 | BinaryElementwiseOperatorTester() |
| 3662 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3663 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 3664 | .input2_shape({input2_dim2, input2_dim1}) |
| 3665 | .TestF16(); |
| 3666 | } |
| 3667 | } |
| 3668 | } |
| 3669 | |
| 3670 | TEST(ADD_ND_F16, 6d_x_3d) { |
| 3671 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 3672 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 3673 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3674 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3675 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 3676 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 3677 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 3678 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 3679 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3680 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3681 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 3682 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3683 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3684 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 3685 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 3686 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 3687 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 3688 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3689 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3690 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 3691 | BinaryElementwiseOperatorTester() |
| 3692 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3693 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 3694 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 3695 | .TestF16(); |
| 3696 | } |
| 3697 | } |
| 3698 | } |
| 3699 | |
| 3700 | TEST(ADD_ND_F16, 6d_x_4d) { |
| 3701 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 3702 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 3703 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3704 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3705 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 3706 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 3707 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 3708 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 3709 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3710 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3711 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 3712 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 3713 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3714 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3715 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 3716 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 3717 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 3718 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 3719 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3720 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3721 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 3722 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 3723 | BinaryElementwiseOperatorTester() |
| 3724 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3725 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 3726 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 3727 | .TestF16(); |
| 3728 | } |
| 3729 | } |
| 3730 | } |
| 3731 | |
| 3732 | TEST(ADD_ND_F16, 6d_x_5d) { |
| 3733 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 3734 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 3735 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3736 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3737 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 3738 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 3739 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 3740 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 3741 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3742 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3743 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 3744 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 3745 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 3746 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3747 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3748 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 3749 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 3750 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 3751 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 3752 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3753 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3754 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 3755 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 3756 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 3757 | BinaryElementwiseOperatorTester() |
| 3758 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3759 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 3760 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 3761 | .iterations(1) |
| 3762 | .TestF16(); |
| 3763 | } |
| 3764 | } |
| 3765 | } |
| 3766 | |
| 3767 | TEST(ADD_ND_F16, 6d_x_6d) { |
| 3768 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 3769 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 3770 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3771 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3772 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 3773 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 3774 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 3775 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 3776 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3777 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3778 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 3779 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 3780 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 3781 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 3782 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3783 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3784 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 3785 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 3786 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 3787 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 3788 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3789 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3790 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 3791 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 3792 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 3793 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 3794 | BinaryElementwiseOperatorTester() |
| 3795 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3796 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 3797 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 3798 | .iterations(1) |
| 3799 | .TestF16(); |
| 3800 | } |
| 3801 | } |
| 3802 | } |
| 3803 | |
Marat Dukhan | ab4af57 | 2019-12-03 11:11:18 -0800 | [diff] [blame] | 3804 | TEST(ADD_ND_F32, 0d_x_0d) { |
Marat Dukhan | b1a0fc3 | 2019-12-02 19:32:02 -0800 | [diff] [blame] | 3805 | BinaryElementwiseOperatorTester() |
| 3806 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
Marat Dukhan | b1a0fc3 | 2019-12-02 19:32:02 -0800 | [diff] [blame] | 3807 | .TestF32(); |
| 3808 | } |
| 3809 | |
Marat Dukhan | ab4af57 | 2019-12-03 11:11:18 -0800 | [diff] [blame] | 3810 | TEST(ADD_ND_F32, 1d_x_0d) { |
| 3811 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 3812 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3813 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3814 | BinaryElementwiseOperatorTester() |
| 3815 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3816 | .input1_shape({input1_dim1}) |
| 3817 | .TestF32(); |
| 3818 | } |
Marat Dukhan | b1a0fc3 | 2019-12-02 19:32:02 -0800 | [diff] [blame] | 3819 | } |
| 3820 | |
Marat Dukhan | ab4af57 | 2019-12-03 11:11:18 -0800 | [diff] [blame] | 3821 | TEST(ADD_ND_F32, 0d_x_1d) { |
| 3822 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 3823 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3824 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3825 | BinaryElementwiseOperatorTester() |
| 3826 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3827 | .input2_shape({input2_dim1}) |
| 3828 | .TestF32(); |
| 3829 | } |
Marat Dukhan | b1a0fc3 | 2019-12-02 19:32:02 -0800 | [diff] [blame] | 3830 | } |
| 3831 | |
Marat Dukhan | ab4af57 | 2019-12-03 11:11:18 -0800 | [diff] [blame] | 3832 | TEST(ADD_ND_F32, 1d_x_1d) { |
| 3833 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 3834 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 3835 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3836 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3837 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3838 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3839 | BinaryElementwiseOperatorTester() |
| 3840 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3841 | .input1_shape({input1_dim1}) |
| 3842 | .input2_shape({input2_dim1}) |
| 3843 | .TestF32(); |
| 3844 | } |
| 3845 | } |
Marat Dukhan | b1a0fc3 | 2019-12-02 19:32:02 -0800 | [diff] [blame] | 3846 | } |
| 3847 | |
Marat Dukhan | ab4af57 | 2019-12-03 11:11:18 -0800 | [diff] [blame] | 3848 | TEST(ADD_ND_F32, 0d_x_2d) { |
| 3849 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 3850 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3851 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3852 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3853 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3854 | BinaryElementwiseOperatorTester() |
| 3855 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3856 | .input2_shape({input2_dim2, input2_dim1}) |
| 3857 | .TestF32(); |
| 3858 | } |
Marat Dukhan | b1a0fc3 | 2019-12-02 19:32:02 -0800 | [diff] [blame] | 3859 | } |
| 3860 | |
Marat Dukhan | ab4af57 | 2019-12-03 11:11:18 -0800 | [diff] [blame] | 3861 | TEST(ADD_ND_F32, 1d_x_2d) { |
| 3862 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 3863 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 3864 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3865 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3866 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3867 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3868 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3869 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3870 | BinaryElementwiseOperatorTester() |
| 3871 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3872 | .input1_shape({input1_dim1}) |
| 3873 | .input2_shape({input2_dim2, input2_dim1}) |
| 3874 | .TestF32(); |
| 3875 | } |
| 3876 | } |
Marat Dukhan | b1a0fc3 | 2019-12-02 19:32:02 -0800 | [diff] [blame] | 3877 | } |
| 3878 | |
Marat Dukhan | ab4af57 | 2019-12-03 11:11:18 -0800 | [diff] [blame] | 3879 | TEST(ADD_ND_F32, 2d_x_0d) { |
| 3880 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 3881 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3882 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3883 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3884 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3885 | BinaryElementwiseOperatorTester() |
| 3886 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3887 | .input1_shape({input1_dim2, input1_dim1}) |
| 3888 | .TestF32(); |
| 3889 | } |
Marat Dukhan | b1a0fc3 | 2019-12-02 19:32:02 -0800 | [diff] [blame] | 3890 | } |
| 3891 | |
Marat Dukhan | ab4af57 | 2019-12-03 11:11:18 -0800 | [diff] [blame] | 3892 | TEST(ADD_ND_F32, 2d_x_1d) { |
| 3893 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 3894 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 3895 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3896 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3897 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3898 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3899 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3900 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3901 | BinaryElementwiseOperatorTester() |
| 3902 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3903 | .input1_shape({input1_dim2, input1_dim1}) |
| 3904 | .input2_shape({input2_dim1}) |
| 3905 | .TestF32(); |
| 3906 | } |
| 3907 | } |
Marat Dukhan | b1a0fc3 | 2019-12-02 19:32:02 -0800 | [diff] [blame] | 3908 | } |
| 3909 | |
Marat Dukhan | ab4af57 | 2019-12-03 11:11:18 -0800 | [diff] [blame] | 3910 | TEST(ADD_ND_F32, 2d_x_2d) { |
| 3911 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 3912 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 3913 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3914 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3915 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3916 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3917 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3918 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3919 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3920 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3921 | BinaryElementwiseOperatorTester() |
| 3922 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3923 | .input1_shape({input1_dim2, input1_dim1}) |
| 3924 | .input2_shape({input2_dim2, input2_dim1}) |
| 3925 | .TestF32(); |
| 3926 | } |
| 3927 | } |
Marat Dukhan | b1a0fc3 | 2019-12-02 19:32:02 -0800 | [diff] [blame] | 3928 | } |
| 3929 | |
Marat Dukhan | ab4af57 | 2019-12-03 11:11:18 -0800 | [diff] [blame] | 3930 | TEST(ADD_ND_F32, 0d_x_3d) { |
| 3931 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 3932 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3933 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3934 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 3935 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3936 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3937 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 3938 | BinaryElementwiseOperatorTester() |
| 3939 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3940 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 3941 | .TestF32(); |
| 3942 | } |
| 3943 | } |
| 3944 | |
| 3945 | TEST(ADD_ND_F32, 1d_x_3d) { |
| 3946 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 3947 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 3948 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3949 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3950 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3951 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 3952 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3953 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3954 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3955 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 3956 | BinaryElementwiseOperatorTester() |
| 3957 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3958 | .input1_shape({input1_dim1}) |
| 3959 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 3960 | .TestF32(); |
| 3961 | } |
| 3962 | } |
| 3963 | } |
| 3964 | |
| 3965 | TEST(ADD_ND_F32, 2d_x_3d) { |
| 3966 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 3967 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 3968 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3969 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3970 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 3971 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 3972 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 3973 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3974 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3975 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 3976 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 3977 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 3978 | BinaryElementwiseOperatorTester() |
| 3979 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3980 | .input1_shape({input1_dim2, input1_dim1}) |
| 3981 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 3982 | .TestF32(); |
| 3983 | } |
| 3984 | } |
| 3985 | } |
| 3986 | |
| 3987 | TEST(ADD_ND_F32, 3d_x_0d) { |
| 3988 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 3989 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 3990 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 3991 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 3992 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 3993 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 3994 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 3995 | BinaryElementwiseOperatorTester() |
| 3996 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 3997 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 3998 | .TestF32(); |
| 3999 | } |
| 4000 | } |
| 4001 | |
| 4002 | TEST(ADD_ND_F32, 3d_x_1d) { |
| 4003 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 4004 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 4005 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4006 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4007 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 4008 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4009 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4010 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4011 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 4012 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4013 | BinaryElementwiseOperatorTester() |
| 4014 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4015 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 4016 | .input2_shape({input2_dim1}) |
| 4017 | .TestF32(); |
| 4018 | } |
| 4019 | } |
| 4020 | } |
| 4021 | |
| 4022 | TEST(ADD_ND_F32, 3d_x_2d) { |
| 4023 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 4024 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 4025 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4026 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4027 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 4028 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4029 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4030 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4031 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4032 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 4033 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4034 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4035 | BinaryElementwiseOperatorTester() |
| 4036 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4037 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 4038 | .input2_shape({input2_dim2, input2_dim1}) |
| 4039 | .TestF32(); |
| 4040 | } |
| 4041 | } |
| 4042 | } |
| 4043 | |
| 4044 | TEST(ADD_ND_F32, 3d_x_3d) { |
| 4045 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 4046 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 4047 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4048 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4049 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 4050 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4051 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4052 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 4053 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4054 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4055 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 4056 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4057 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4058 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 4059 | BinaryElementwiseOperatorTester() |
| 4060 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4061 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 4062 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 4063 | .TestF32(); |
| 4064 | } |
| 4065 | } |
| 4066 | } |
| 4067 | |
| 4068 | TEST(ADD_ND_F32, 0d_x_4d) { |
| 4069 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 4070 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4071 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4072 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 4073 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 4074 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4075 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4076 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 4077 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 4078 | BinaryElementwiseOperatorTester() |
| 4079 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4080 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 4081 | .TestF32(); |
| 4082 | } |
| 4083 | } |
| 4084 | |
| 4085 | TEST(ADD_ND_F32, 1d_x_4d) { |
| 4086 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 4087 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 4088 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4089 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4090 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4091 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 4092 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 4093 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4094 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4095 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4096 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 4097 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 4098 | BinaryElementwiseOperatorTester() |
| 4099 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4100 | .input1_shape({input1_dim1}) |
| 4101 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 4102 | .TestF32(); |
| 4103 | } |
| 4104 | } |
| 4105 | } |
| 4106 | |
| 4107 | TEST(ADD_ND_F32, 2d_x_4d) { |
| 4108 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 4109 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 4110 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4111 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4112 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4113 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4114 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 4115 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 4116 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4117 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4118 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4119 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4120 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 4121 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 4122 | BinaryElementwiseOperatorTester() |
| 4123 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4124 | .input1_shape({input1_dim2, input1_dim1}) |
| 4125 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 4126 | .TestF32(); |
| 4127 | } |
| 4128 | } |
| 4129 | } |
| 4130 | |
| 4131 | TEST(ADD_ND_F32, 3d_x_4d) { |
| 4132 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 4133 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 4134 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4135 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4136 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 4137 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4138 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4139 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 4140 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 4141 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4142 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4143 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 4144 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4145 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4146 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 4147 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 4148 | BinaryElementwiseOperatorTester() |
| 4149 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4150 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 4151 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 4152 | .TestF32(); |
| 4153 | } |
| 4154 | } |
| 4155 | } |
| 4156 | |
| 4157 | TEST(ADD_ND_F32, 4d_x_0d) { |
| 4158 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 4159 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4160 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4161 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 4162 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 4163 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4164 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4165 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 4166 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 4167 | BinaryElementwiseOperatorTester() |
| 4168 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4169 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 4170 | .TestF32(); |
| 4171 | } |
| 4172 | } |
| 4173 | |
| 4174 | TEST(ADD_ND_F32, 4d_x_1d) { |
| 4175 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 4176 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 4177 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4178 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4179 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 4180 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 4181 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4182 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4183 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4184 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 4185 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 4186 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4187 | BinaryElementwiseOperatorTester() |
| 4188 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4189 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 4190 | .input2_shape({input2_dim1}) |
| 4191 | .TestF32(); |
| 4192 | } |
| 4193 | } |
| 4194 | } |
| 4195 | |
| 4196 | TEST(ADD_ND_F32, 4d_x_2d) { |
| 4197 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 4198 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 4199 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4200 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4201 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 4202 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 4203 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4204 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4205 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4206 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4207 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 4208 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 4209 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4210 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4211 | BinaryElementwiseOperatorTester() |
| 4212 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4213 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 4214 | .input2_shape({input2_dim2, input2_dim1}) |
| 4215 | .TestF32(); |
| 4216 | } |
| 4217 | } |
| 4218 | } |
| 4219 | |
| 4220 | TEST(ADD_ND_F32, 4d_x_3d) { |
| 4221 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 4222 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 4223 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4224 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4225 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 4226 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 4227 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4228 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4229 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 4230 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4231 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4232 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 4233 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 4234 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4235 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4236 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 4237 | BinaryElementwiseOperatorTester() |
| 4238 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4239 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 4240 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 4241 | .TestF32(); |
| 4242 | } |
| 4243 | } |
| 4244 | } |
| 4245 | |
| 4246 | TEST(ADD_ND_F32, 4d_x_4d) { |
| 4247 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 4248 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 4249 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4250 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4251 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 4252 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 4253 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4254 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4255 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 4256 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 4257 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4258 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4259 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 4260 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 4261 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4262 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4263 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 4264 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 4265 | BinaryElementwiseOperatorTester() |
| 4266 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4267 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 4268 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 4269 | .TestF32(); |
| 4270 | } |
| 4271 | } |
Marat Dukhan | b1a0fc3 | 2019-12-02 19:32:02 -0800 | [diff] [blame] | 4272 | } |
Marat Dukhan | fc2b96e | 2019-12-03 12:04:04 -0800 | [diff] [blame] | 4273 | |
| 4274 | TEST(ADD_ND_F32, 0d_x_5d) { |
| 4275 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 4276 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4277 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4278 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 4279 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 4280 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 4281 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4282 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4283 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 4284 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 4285 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 4286 | BinaryElementwiseOperatorTester() |
| 4287 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4288 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 4289 | .TestF32(); |
| 4290 | } |
| 4291 | } |
| 4292 | |
| 4293 | TEST(ADD_ND_F32, 1d_x_5d) { |
| 4294 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 4295 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 4296 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4297 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4298 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4299 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 4300 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 4301 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 4302 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4303 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4304 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4305 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 4306 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 4307 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 4308 | BinaryElementwiseOperatorTester() |
| 4309 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4310 | .input1_shape({input1_dim1}) |
| 4311 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 4312 | .TestF32(); |
| 4313 | } |
| 4314 | } |
| 4315 | } |
| 4316 | |
| 4317 | TEST(ADD_ND_F32, 2d_x_5d) { |
| 4318 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 4319 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 4320 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4321 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4322 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4323 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4324 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 4325 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 4326 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 4327 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4328 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4329 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4330 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4331 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 4332 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 4333 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 4334 | BinaryElementwiseOperatorTester() |
| 4335 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4336 | .input1_shape({input1_dim2, input1_dim1}) |
| 4337 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 4338 | .TestF32(); |
| 4339 | } |
| 4340 | } |
| 4341 | } |
| 4342 | |
| 4343 | TEST(ADD_ND_F32, 3d_x_5d) { |
| 4344 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 4345 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 4346 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4347 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4348 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 4349 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4350 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4351 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 4352 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 4353 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 4354 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4355 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4356 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 4357 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4358 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4359 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 4360 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 4361 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 4362 | BinaryElementwiseOperatorTester() |
| 4363 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4364 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 4365 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 4366 | .TestF32(); |
| 4367 | } |
| 4368 | } |
| 4369 | } |
| 4370 | |
| 4371 | TEST(ADD_ND_F32, 4d_x_5d) { |
| 4372 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 4373 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 4374 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4375 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4376 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 4377 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 4378 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4379 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4380 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 4381 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 4382 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 4383 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4384 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4385 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 4386 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 4387 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4388 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4389 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 4390 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 4391 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 4392 | BinaryElementwiseOperatorTester() |
| 4393 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4394 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 4395 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 4396 | .TestF32(); |
| 4397 | } |
| 4398 | } |
| 4399 | } |
| 4400 | |
| 4401 | TEST(ADD_ND_F32, 5d_x_0d) { |
| 4402 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 4403 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4404 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4405 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 4406 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 4407 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 4408 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4409 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4410 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 4411 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 4412 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 4413 | BinaryElementwiseOperatorTester() |
| 4414 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4415 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 4416 | .TestF32(); |
| 4417 | } |
| 4418 | } |
| 4419 | |
| 4420 | TEST(ADD_ND_F32, 5d_x_1d) { |
| 4421 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 4422 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 4423 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4424 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4425 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 4426 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 4427 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 4428 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4429 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4430 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4431 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 4432 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 4433 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 4434 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4435 | BinaryElementwiseOperatorTester() |
| 4436 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4437 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 4438 | .input2_shape({input2_dim1}) |
| 4439 | .TestF32(); |
| 4440 | } |
| 4441 | } |
| 4442 | } |
| 4443 | |
| 4444 | TEST(ADD_ND_F32, 5d_x_2d) { |
| 4445 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 4446 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 4447 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4448 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4449 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 4450 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 4451 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 4452 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4453 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4454 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4455 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4456 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 4457 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 4458 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 4459 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4460 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4461 | BinaryElementwiseOperatorTester() |
| 4462 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4463 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 4464 | .input2_shape({input2_dim2, input2_dim1}) |
| 4465 | .TestF32(); |
| 4466 | } |
| 4467 | } |
| 4468 | } |
| 4469 | |
| 4470 | TEST(ADD_ND_F32, 5d_x_3d) { |
| 4471 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 4472 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 4473 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4474 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4475 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 4476 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 4477 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 4478 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4479 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4480 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 4481 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4482 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4483 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 4484 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 4485 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 4486 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4487 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4488 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 4489 | BinaryElementwiseOperatorTester() |
| 4490 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4491 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 4492 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 4493 | .TestF32(); |
| 4494 | } |
| 4495 | } |
| 4496 | } |
| 4497 | |
| 4498 | TEST(ADD_ND_F32, 5d_x_4d) { |
| 4499 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 4500 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 4501 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4502 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4503 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 4504 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 4505 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 4506 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4507 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4508 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 4509 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 4510 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4511 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4512 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 4513 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 4514 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 4515 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4516 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4517 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 4518 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 4519 | BinaryElementwiseOperatorTester() |
| 4520 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4521 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 4522 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 4523 | .TestF32(); |
| 4524 | } |
| 4525 | } |
| 4526 | } |
| 4527 | |
| 4528 | TEST(ADD_ND_F32, 5d_x_5d) { |
| 4529 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 4530 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 4531 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4532 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4533 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 4534 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 4535 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 4536 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4537 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4538 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 4539 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 4540 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 4541 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4542 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4543 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 4544 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 4545 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 4546 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4547 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4548 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 4549 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 4550 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 4551 | BinaryElementwiseOperatorTester() |
| 4552 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4553 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 4554 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 4555 | .iterations(1) |
| 4556 | .TestF32(); |
| 4557 | } |
| 4558 | } |
| 4559 | } |
| 4560 | |
| 4561 | TEST(ADD_ND_F32, 0d_x_6d) { |
| 4562 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 4563 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4564 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4565 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 4566 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 4567 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 4568 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 4569 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4570 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4571 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 4572 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 4573 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 4574 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 4575 | BinaryElementwiseOperatorTester() |
| 4576 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4577 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 4578 | .TestF32(); |
| 4579 | } |
| 4580 | } |
| 4581 | |
| 4582 | TEST(ADD_ND_F32, 1d_x_6d) { |
| 4583 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 1); bm1++) { |
| 4584 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 4585 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4586 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4587 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4588 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 4589 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 4590 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 4591 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 4592 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4593 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4594 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4595 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 4596 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 4597 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 4598 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 4599 | BinaryElementwiseOperatorTester() |
| 4600 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4601 | .input1_shape({input1_dim1}) |
| 4602 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 4603 | .TestF32(); |
| 4604 | } |
| 4605 | } |
| 4606 | } |
| 4607 | |
| 4608 | TEST(ADD_ND_F32, 2d_x_6d) { |
| 4609 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 2); bm1++) { |
| 4610 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 4611 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4612 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4613 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4614 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4615 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 4616 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 4617 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 4618 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 4619 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4620 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4621 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4622 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4623 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 4624 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 4625 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 4626 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 4627 | BinaryElementwiseOperatorTester() |
| 4628 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4629 | .input1_shape({input1_dim2, input1_dim1}) |
| 4630 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 4631 | .TestF32(); |
| 4632 | } |
| 4633 | } |
| 4634 | } |
| 4635 | |
| 4636 | TEST(ADD_ND_F32, 3d_x_6d) { |
| 4637 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 3); bm1++) { |
| 4638 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 4639 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4640 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4641 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 4642 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4643 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4644 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 4645 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 4646 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 4647 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 4648 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4649 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4650 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 4651 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4652 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4653 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 4654 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 4655 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 4656 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 4657 | BinaryElementwiseOperatorTester() |
| 4658 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4659 | .input1_shape({input1_dim3, input1_dim2, input1_dim1}) |
| 4660 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 4661 | .TestF32(); |
| 4662 | } |
| 4663 | } |
| 4664 | } |
| 4665 | |
| 4666 | TEST(ADD_ND_F32, 4d_x_6d) { |
| 4667 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 4); bm1++) { |
| 4668 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 4669 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4670 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4671 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 4672 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 4673 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4674 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4675 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 4676 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 4677 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 4678 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 4679 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4680 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4681 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 4682 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 4683 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4684 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4685 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 4686 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 4687 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 4688 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 4689 | BinaryElementwiseOperatorTester() |
| 4690 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4691 | .input1_shape({input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 4692 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 4693 | .TestF32(); |
| 4694 | } |
| 4695 | } |
| 4696 | } |
| 4697 | |
| 4698 | TEST(ADD_ND_F32, 5d_x_6d) { |
| 4699 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 5); bm1++) { |
| 4700 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 4701 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4702 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4703 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 4704 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 4705 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 4706 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4707 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4708 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 4709 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 4710 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 4711 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 4712 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4713 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4714 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 4715 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 4716 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 4717 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4718 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4719 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 4720 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 4721 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 4722 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 4723 | BinaryElementwiseOperatorTester() |
| 4724 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4725 | .input1_shape({input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 4726 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 4727 | .iterations(1) |
| 4728 | .TestF32(); |
| 4729 | } |
| 4730 | } |
| 4731 | } |
| 4732 | |
| 4733 | TEST(ADD_ND_F32, 6d_x_0d) { |
| 4734 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 4735 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4736 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4737 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 4738 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 4739 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 4740 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 4741 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4742 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4743 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 4744 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 4745 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 4746 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 4747 | BinaryElementwiseOperatorTester() |
| 4748 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4749 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 4750 | .TestF32(); |
| 4751 | } |
| 4752 | } |
| 4753 | |
| 4754 | TEST(ADD_ND_F32, 6d_x_1d) { |
| 4755 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 4756 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 1); bm2++) { |
| 4757 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4758 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4759 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 4760 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 4761 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 4762 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 4763 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4764 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4765 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4766 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 4767 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 4768 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 4769 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 4770 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4771 | BinaryElementwiseOperatorTester() |
| 4772 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4773 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 4774 | .input2_shape({input2_dim1}) |
| 4775 | .TestF32(); |
| 4776 | } |
| 4777 | } |
| 4778 | } |
| 4779 | |
| 4780 | TEST(ADD_ND_F32, 6d_x_2d) { |
| 4781 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 4782 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 2); bm2++) { |
| 4783 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4784 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4785 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 4786 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 4787 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 4788 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 4789 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4790 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4791 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4792 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4793 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 4794 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 4795 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 4796 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 4797 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4798 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4799 | BinaryElementwiseOperatorTester() |
| 4800 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4801 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 4802 | .input2_shape({input2_dim2, input2_dim1}) |
| 4803 | .TestF32(); |
| 4804 | } |
| 4805 | } |
| 4806 | } |
| 4807 | |
| 4808 | TEST(ADD_ND_F32, 6d_x_3d) { |
| 4809 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 4810 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 3); bm2++) { |
| 4811 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4812 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4813 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 4814 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 4815 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 4816 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 4817 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4818 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4819 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 4820 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4821 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4822 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 4823 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 4824 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 4825 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 4826 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4827 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4828 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 4829 | BinaryElementwiseOperatorTester() |
| 4830 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4831 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 4832 | .input2_shape({input2_dim3, input2_dim2, input2_dim1}) |
| 4833 | .TestF32(); |
| 4834 | } |
| 4835 | } |
| 4836 | } |
| 4837 | |
| 4838 | TEST(ADD_ND_F32, 6d_x_4d) { |
| 4839 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 4840 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 4); bm2++) { |
| 4841 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4842 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4843 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 4844 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 4845 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 4846 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 4847 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4848 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4849 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 4850 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 4851 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4852 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4853 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 4854 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 4855 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 4856 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 4857 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4858 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4859 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 4860 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 4861 | BinaryElementwiseOperatorTester() |
| 4862 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4863 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 4864 | .input2_shape({input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 4865 | .TestF32(); |
| 4866 | } |
| 4867 | } |
| 4868 | } |
| 4869 | |
| 4870 | TEST(ADD_ND_F32, 6d_x_5d) { |
| 4871 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 4872 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 5); bm2++) { |
| 4873 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4874 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4875 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 4876 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 4877 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 4878 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 4879 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4880 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4881 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 4882 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 4883 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 4884 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4885 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4886 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 4887 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 4888 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 4889 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 4890 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4891 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4892 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 4893 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 4894 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 4895 | BinaryElementwiseOperatorTester() |
| 4896 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4897 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 4898 | .input2_shape({input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 4899 | .iterations(1) |
| 4900 | .TestF32(); |
| 4901 | } |
| 4902 | } |
| 4903 | } |
| 4904 | |
| 4905 | TEST(ADD_ND_F32, 6d_x_6d) { |
| 4906 | for (uint32_t bm1 = 0; bm1 < (uint32_t(1) << 6); bm1++) { |
| 4907 | for (uint32_t bm2 = 0; bm2 < (uint32_t(1) << 6); bm2++) { |
| 4908 | const bool input1_broadcast_dim1 = bm1 & (uint32_t(1) << 0); |
| 4909 | const bool input1_broadcast_dim2 = bm1 & (uint32_t(1) << 1); |
| 4910 | const bool input1_broadcast_dim3 = bm1 & (uint32_t(1) << 2); |
| 4911 | const bool input1_broadcast_dim4 = bm1 & (uint32_t(1) << 3); |
| 4912 | const bool input1_broadcast_dim5 = bm1 & (uint32_t(1) << 4); |
| 4913 | const bool input1_broadcast_dim6 = bm1 & (uint32_t(1) << 5); |
| 4914 | const bool input2_broadcast_dim1 = bm2 & (uint32_t(1) << 0); |
| 4915 | const bool input2_broadcast_dim2 = bm2 & (uint32_t(1) << 1); |
| 4916 | const bool input2_broadcast_dim3 = bm2 & (uint32_t(1) << 2); |
| 4917 | const bool input2_broadcast_dim4 = bm2 & (uint32_t(1) << 3); |
| 4918 | const bool input2_broadcast_dim5 = bm2 & (uint32_t(1) << 4); |
| 4919 | const bool input2_broadcast_dim6 = bm2 & (uint32_t(1) << 5); |
| 4920 | const size_t input1_dim1 = input1_broadcast_dim1 ? 1 : kDim1; |
| 4921 | const size_t input1_dim2 = input1_broadcast_dim2 ? 1 : kDim2; |
| 4922 | const size_t input1_dim3 = input1_broadcast_dim3 ? 1 : kDim3; |
| 4923 | const size_t input1_dim4 = input1_broadcast_dim4 ? 1 : kDim4; |
| 4924 | const size_t input1_dim5 = input1_broadcast_dim5 ? 1 : kDim5; |
| 4925 | const size_t input1_dim6 = input1_broadcast_dim6 ? 1 : kDim6; |
| 4926 | const size_t input2_dim1 = input2_broadcast_dim1 ? 1 : kDim1; |
| 4927 | const size_t input2_dim2 = input2_broadcast_dim2 ? 1 : kDim2; |
| 4928 | const size_t input2_dim3 = input2_broadcast_dim3 ? 1 : kDim3; |
| 4929 | const size_t input2_dim4 = input2_broadcast_dim4 ? 1 : kDim4; |
| 4930 | const size_t input2_dim5 = input2_broadcast_dim5 ? 1 : kDim5; |
| 4931 | const size_t input2_dim6 = input2_broadcast_dim6 ? 1 : kDim6; |
| 4932 | BinaryElementwiseOperatorTester() |
| 4933 | .operation_type(BinaryElementwiseOperatorTester::OperationType::Add) |
| 4934 | .input1_shape({input1_dim6, input1_dim5, input1_dim4, input1_dim3, input1_dim2, input1_dim1}) |
| 4935 | .input2_shape({input2_dim6, input2_dim5, input2_dim4, input2_dim3, input2_dim2, input2_dim1}) |
| 4936 | .iterations(1) |
| 4937 | .TestF32(); |
| 4938 | } |
| 4939 | } |
| 4940 | } |