Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 1 | // Copyright 2019 Google LLC |
| 2 | // |
| 3 | // This source code is licensed under the BSD-style license found in the |
| 4 | // LICENSE file in the root directory of this source tree. |
| 5 | |
| 6 | #include <gtest/gtest.h> |
| 7 | |
| 8 | #include "resize-bilinear-operator-tester.h" |
| 9 | |
| 10 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 11 | TEST(RESIZE_BILINEAR_NHWC_F32, aligned_centers_upscale_y) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 12 | for (size_t input_height = 1; input_height <= 3; input_height++) { |
| 13 | for (size_t output_height = input_height + 1; output_height < 15; output_height *= 3) { |
| 14 | ResizeBilinearOperatorTester() |
| 15 | .input_size(input_height, 1) |
| 16 | .output_size(output_height, 1) |
| 17 | .channels(17) |
| 18 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 19 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 20 | } |
| 21 | } |
| 22 | } |
| 23 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 24 | TEST(RESIZE_BILINEAR_NHWC_F32, aligned_centers_upscale_x) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 25 | for (size_t input_width = 1; input_width <= 3; input_width++) { |
| 26 | for (size_t output_width = input_width + 1; output_width < 15; output_width *= 3) { |
| 27 | ResizeBilinearOperatorTester() |
| 28 | .input_size(1, input_width) |
| 29 | .output_size(1, output_width) |
| 30 | .channels(17) |
| 31 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 32 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 33 | } |
| 34 | } |
| 35 | } |
| 36 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 37 | TEST(RESIZE_BILINEAR_NHWC_F32, aligned_centers_upscale) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 38 | for (size_t output_height = 3; output_height <= 5; output_height += 2) { |
| 39 | for (size_t output_width = 3; output_width <= 5; output_width += 2) { |
| 40 | ResizeBilinearOperatorTester() |
| 41 | .input_size(2, 2) |
| 42 | .output_size(output_height, output_width) |
| 43 | .channels(17) |
| 44 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 45 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 46 | } |
| 47 | } |
| 48 | } |
| 49 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 50 | TEST(RESIZE_BILINEAR_NHWC_F32, aligned_centers_downscale_y) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 51 | for (size_t output_height = 1; output_height <= 3; output_height++) { |
| 52 | for (size_t input_height = output_height + 1; input_height < 15; input_height *= 3) { |
| 53 | ResizeBilinearOperatorTester() |
| 54 | .input_size(input_height, 1) |
| 55 | .output_size(output_height, 1) |
| 56 | .channels(17) |
| 57 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 58 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 59 | } |
| 60 | } |
| 61 | } |
| 62 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 63 | TEST(RESIZE_BILINEAR_NHWC_F32, aligned_centers_downscale_x) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 64 | for (size_t output_width = 1; output_width <= 3; output_width++) { |
| 65 | for (size_t input_width = output_width + 1; input_width < 15; input_width *= 3) { |
| 66 | ResizeBilinearOperatorTester() |
| 67 | .input_size(1, input_width) |
| 68 | .output_size(1, output_width) |
| 69 | .channels(17) |
| 70 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 71 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 72 | } |
| 73 | } |
| 74 | } |
| 75 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 76 | TEST(RESIZE_BILINEAR_NHWC_F32, aligned_centers_downscale) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 77 | for (size_t input_height = 3; input_height <= 5; input_height += 2) { |
| 78 | for (size_t input_width = 3; input_width <= 5; input_width += 2) { |
| 79 | ResizeBilinearOperatorTester() |
| 80 | .input_size(input_height, input_width) |
| 81 | .output_size(2, 2) |
| 82 | .channels(17) |
| 83 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 84 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 85 | } |
| 86 | } |
| 87 | } |
| 88 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 89 | TEST(RESIZE_BILINEAR_NHWC_F32, aligned_centers_identical_size) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 90 | for (size_t height = 1; height < 10; height *= 3) { |
| 91 | for (size_t width = 1; width < 10; width *= 3) { |
| 92 | ResizeBilinearOperatorTester() |
| 93 | .input_size(height, width) |
| 94 | .output_size(height, width) |
| 95 | .channels(17) |
| 96 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 97 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 98 | } |
| 99 | } |
| 100 | } |
| 101 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 102 | TEST(RESIZE_BILINEAR_NHWC_F32, aligned_centers_varying_channels) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 103 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 104 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 105 | for (size_t channels = 15; channels <= 19; channels++) { |
| 106 | ResizeBilinearOperatorTester() |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 107 | .input_size(output_size, output_size) |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 108 | .output_size(output_size, output_size) |
| 109 | .channels(channels) |
| 110 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 111 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 112 | } |
| 113 | } |
| 114 | } |
| 115 | } |
| 116 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 117 | TEST(RESIZE_BILINEAR_NHWC_F32, aligned_centers_with_input_stride) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 118 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 119 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 120 | for (size_t channels = 15; channels <= 19; channels++) { |
| 121 | ResizeBilinearOperatorTester() |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 122 | .input_size(output_size, output_size) |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 123 | .output_size(output_size, output_size) |
| 124 | .channels(channels) |
| 125 | .input_pixel_stride(23) |
| 126 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 127 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 128 | } |
| 129 | } |
| 130 | } |
| 131 | } |
| 132 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 133 | TEST(RESIZE_BILINEAR_NHWC_F32, aligned_centers_with_output_stride) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 134 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 135 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 136 | for (size_t channels = 15; channels <= 19; channels++) { |
| 137 | ResizeBilinearOperatorTester() |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 138 | .input_size(output_size, output_size) |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 139 | .output_size(output_size, output_size) |
| 140 | .channels(channels) |
| 141 | .output_pixel_stride(29) |
| 142 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 143 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 144 | } |
| 145 | } |
| 146 | } |
| 147 | } |
| 148 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 149 | TEST(RESIZE_BILINEAR_NHWC_F32, aligned_centers_varying_batch_size) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 150 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 151 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 152 | for (size_t batch_size = 2; batch_size <= 3; batch_size++) { |
| 153 | ResizeBilinearOperatorTester() |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 154 | .batch_size(batch_size) |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 155 | .input_size(output_size, output_size) |
| 156 | .output_size(output_size, output_size) |
| 157 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 158 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 159 | } |
| 160 | } |
| 161 | } |
| 162 | } |
| 163 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 164 | TEST(RESIZE_BILINEAR_NHWC_F32, aligned_corners_upscale_y) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 165 | for (size_t input_height = 1; input_height <= 3; input_height++) { |
| 166 | for (size_t output_height = input_height + 1; output_height < 15; output_height *= 3) { |
| 167 | ResizeBilinearOperatorTester() |
| 168 | .align_corners(true) |
| 169 | .input_size(input_height, 1) |
| 170 | .output_size(output_height, 1) |
| 171 | .channels(17) |
| 172 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 173 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 174 | } |
| 175 | } |
| 176 | } |
| 177 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 178 | TEST(RESIZE_BILINEAR_NHWC_F32, aligned_corners_upscale_x) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 179 | for (size_t input_width = 1; input_width <= 3; input_width++) { |
| 180 | for (size_t output_width = input_width + 1; output_width < 15; output_width *= 3) { |
| 181 | ResizeBilinearOperatorTester() |
| 182 | .align_corners(true) |
| 183 | .input_size(1, input_width) |
| 184 | .output_size(1, output_width) |
| 185 | .channels(17) |
| 186 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 187 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 188 | } |
| 189 | } |
| 190 | } |
| 191 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 192 | TEST(RESIZE_BILINEAR_NHWC_F32, aligned_corners_upscale) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 193 | for (size_t output_height = 3; output_height <= 5; output_height += 2) { |
| 194 | for (size_t output_width = 3; output_width <= 5; output_width += 2) { |
| 195 | ResizeBilinearOperatorTester() |
| 196 | .align_corners(true) |
| 197 | .input_size(2, 2) |
| 198 | .output_size(output_height, output_width) |
| 199 | .channels(17) |
| 200 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 201 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 202 | } |
| 203 | } |
| 204 | } |
| 205 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 206 | TEST(RESIZE_BILINEAR_NHWC_F32, aligned_corners_downscale_y) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 207 | for (size_t output_height = 2; output_height <= 3; output_height++) { |
| 208 | for (size_t input_height = output_height + 1; input_height < 15; input_height *= 3) { |
| 209 | ResizeBilinearOperatorTester() |
| 210 | .input_size(input_height, 1) |
| 211 | .output_size(output_height, 1) |
| 212 | .channels(17) |
| 213 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 214 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 215 | } |
| 216 | } |
| 217 | } |
| 218 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 219 | TEST(RESIZE_BILINEAR_NHWC_F32, aligned_corners_downscale_x) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 220 | for (size_t output_width = 2; output_width <= 3; output_width++) { |
| 221 | for (size_t input_width = output_width + 1; input_width < 15; input_width *= 3) { |
| 222 | ResizeBilinearOperatorTester() |
| 223 | .input_size(1, input_width) |
| 224 | .output_size(1, output_width) |
| 225 | .channels(17) |
| 226 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 227 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 228 | } |
| 229 | } |
| 230 | } |
| 231 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 232 | TEST(RESIZE_BILINEAR_NHWC_F32, aligned_corners_downscale) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 233 | for (size_t input_height = 3; input_height <= 5; input_height += 2) { |
| 234 | for (size_t input_width = 3; input_width <= 5; input_width += 2) { |
| 235 | ResizeBilinearOperatorTester() |
| 236 | .input_size(input_height, input_width) |
| 237 | .output_size(2, 2) |
| 238 | .channels(17) |
| 239 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 240 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 241 | } |
| 242 | } |
| 243 | } |
| 244 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 245 | TEST(RESIZE_BILINEAR_NHWC_F32, aligned_corners_identical_size) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 246 | for (size_t height = 1; height < 10; height *= 3) { |
| 247 | for (size_t width = 1; width < 10; width *= 3) { |
| 248 | ResizeBilinearOperatorTester() |
| 249 | .align_corners(true) |
| 250 | .input_size(height, width) |
| 251 | .output_size(height, width) |
| 252 | .channels(17) |
| 253 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 254 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 255 | } |
| 256 | } |
| 257 | } |
| 258 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 259 | TEST(RESIZE_BILINEAR_NHWC_F32, aligned_corners_varying_channels) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 260 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 261 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 262 | for (size_t channels = 15; channels <= 19; channels++) { |
| 263 | ResizeBilinearOperatorTester() |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 264 | .align_corners(true) |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 265 | .input_size(output_size, output_size) |
| 266 | .output_size(output_size, output_size) |
| 267 | .channels(channels) |
| 268 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 269 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 270 | } |
| 271 | } |
| 272 | } |
| 273 | } |
| 274 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 275 | TEST(RESIZE_BILINEAR_NHWC_F32, aligned_corners_with_input_stride) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 276 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 277 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 278 | for (size_t channels = 15; channels <= 19; channels++) { |
| 279 | ResizeBilinearOperatorTester() |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 280 | .align_corners(true) |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 281 | .input_size(output_size, output_size) |
| 282 | .output_size(output_size, output_size) |
| 283 | .channels(channels) |
| 284 | .input_pixel_stride(23) |
| 285 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 286 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 287 | } |
| 288 | } |
| 289 | } |
| 290 | } |
| 291 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 292 | TEST(RESIZE_BILINEAR_NHWC_F32, aligned_corners_with_output_stride) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 293 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 294 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 295 | for (size_t channels = 15; channels <= 19; channels++) { |
| 296 | ResizeBilinearOperatorTester() |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 297 | .align_corners(true) |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 298 | .input_size(output_size, output_size) |
| 299 | .output_size(output_size, output_size) |
| 300 | .channels(channels) |
| 301 | .output_pixel_stride(29) |
| 302 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 303 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 304 | } |
| 305 | } |
| 306 | } |
| 307 | } |
| 308 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 309 | TEST(RESIZE_BILINEAR_NHWC_F32, aligned_corners_varying_batch_size) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 310 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 311 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 312 | for (size_t batch_size = 2; batch_size <= 3; batch_size++) { |
| 313 | ResizeBilinearOperatorTester() |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 314 | .align_corners(true) |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 315 | .batch_size(batch_size) |
| 316 | .input_size(output_size, output_size) |
| 317 | .output_size(output_size, output_size) |
| 318 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 319 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 320 | } |
| 321 | } |
| 322 | } |
| 323 | } |
| 324 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 325 | TEST(RESIZE_BILINEAR_NHWC_F32, tf_mode_aligned_centers_upscale_y) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 326 | for (size_t input_height = 1; input_height <= 3; input_height++) { |
| 327 | for (size_t output_height = input_height + 1; output_height < 15; output_height *= 3) { |
| 328 | ResizeBilinearOperatorTester() |
| 329 | .tf_legacy_mode(true) |
| 330 | .input_size(input_height, 1) |
| 331 | .output_size(output_height, 1) |
| 332 | .channels(17) |
| 333 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 334 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 335 | } |
| 336 | } |
| 337 | } |
| 338 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 339 | TEST(RESIZE_BILINEAR_NHWC_F32, tf_mode_aligned_centers_upscale_x) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 340 | for (size_t input_width = 1; input_width <= 3; input_width++) { |
| 341 | for (size_t output_width = input_width + 1; output_width < 15; output_width *= 3) { |
| 342 | ResizeBilinearOperatorTester() |
| 343 | .tf_legacy_mode(true) |
| 344 | .input_size(1, input_width) |
| 345 | .output_size(1, output_width) |
| 346 | .channels(17) |
| 347 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 348 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 349 | } |
| 350 | } |
| 351 | } |
| 352 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 353 | TEST(RESIZE_BILINEAR_NHWC_F32, tf_mode_aligned_centers_upscale) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 354 | for (size_t output_height = 3; output_height <= 5; output_height += 2) { |
| 355 | for (size_t output_width = 3; output_width <= 5; output_width += 2) { |
| 356 | ResizeBilinearOperatorTester() |
| 357 | .tf_legacy_mode(true) |
| 358 | .input_size(2, 2) |
| 359 | .output_size(output_height, output_width) |
| 360 | .channels(17) |
| 361 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 362 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 363 | } |
| 364 | } |
| 365 | } |
| 366 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 367 | TEST(RESIZE_BILINEAR_NHWC_F32, tf_mode_aligned_centers_downscale_y) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 368 | for (size_t output_height = 1; output_height <= 3; output_height++) { |
| 369 | for (size_t input_height = output_height + 1; input_height < 15; input_height *= 3) { |
| 370 | ResizeBilinearOperatorTester() |
| 371 | .tf_legacy_mode(true) |
| 372 | .input_size(input_height, 1) |
| 373 | .output_size(output_height, 1) |
| 374 | .channels(17) |
| 375 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 376 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 377 | } |
| 378 | } |
| 379 | } |
| 380 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 381 | TEST(RESIZE_BILINEAR_NHWC_F32, tf_mode_aligned_centers_downscale_x) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 382 | for (size_t output_width = 1; output_width <= 3; output_width++) { |
| 383 | for (size_t input_width = output_width + 1; input_width < 15; input_width *= 3) { |
| 384 | ResizeBilinearOperatorTester() |
| 385 | .tf_legacy_mode(true) |
| 386 | .input_size(1, input_width) |
| 387 | .output_size(1, output_width) |
| 388 | .channels(17) |
| 389 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 390 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 391 | } |
| 392 | } |
| 393 | } |
| 394 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 395 | TEST(RESIZE_BILINEAR_NHWC_F32, tf_mode_aligned_centers_downscale) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 396 | for (size_t input_height = 3; input_height <= 5; input_height += 2) { |
| 397 | for (size_t input_width = 3; input_width <= 5; input_width += 2) { |
| 398 | ResizeBilinearOperatorTester() |
| 399 | .tf_legacy_mode(true) |
| 400 | .input_size(input_height, input_width) |
| 401 | .output_size(2, 2) |
| 402 | .channels(17) |
| 403 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 404 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 405 | } |
| 406 | } |
| 407 | } |
| 408 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 409 | TEST(RESIZE_BILINEAR_NHWC_F32, tf_mode_aligned_centers_identical_size) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 410 | for (size_t height = 1; height < 10; height *= 3) { |
| 411 | for (size_t width = 1; width < 10; width *= 3) { |
| 412 | ResizeBilinearOperatorTester() |
| 413 | .tf_legacy_mode(true) |
| 414 | .input_size(height, width) |
| 415 | .output_size(height, width) |
| 416 | .channels(17) |
| 417 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 418 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 419 | } |
| 420 | } |
| 421 | } |
| 422 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 423 | TEST(RESIZE_BILINEAR_NHWC_F32, tf_mode_aligned_centers_varying_channels) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 424 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 425 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 426 | for (size_t channels = 15; channels <= 19; channels++) { |
| 427 | ResizeBilinearOperatorTester() |
| 428 | .tf_legacy_mode(true) |
| 429 | .input_size(output_size, output_size) |
| 430 | .output_size(output_size, output_size) |
| 431 | .channels(channels) |
| 432 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 433 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 434 | } |
| 435 | } |
| 436 | } |
| 437 | } |
| 438 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 439 | TEST(RESIZE_BILINEAR_NHWC_F32, tf_mode_aligned_centers_with_input_stride) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 440 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 441 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 442 | for (size_t channels = 15; channels <= 19; channels++) { |
| 443 | ResizeBilinearOperatorTester() |
| 444 | .tf_legacy_mode(true) |
| 445 | .input_size(output_size, output_size) |
| 446 | .output_size(output_size, output_size) |
| 447 | .channels(channels) |
| 448 | .input_pixel_stride(23) |
| 449 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 450 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 451 | } |
| 452 | } |
| 453 | } |
| 454 | } |
| 455 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 456 | TEST(RESIZE_BILINEAR_NHWC_F32, tf_mode_aligned_centers_with_output_stride) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 457 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 458 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 459 | for (size_t channels = 15; channels <= 19; channels++) { |
| 460 | ResizeBilinearOperatorTester() |
| 461 | .tf_legacy_mode(true) |
| 462 | .input_size(output_size, output_size) |
| 463 | .output_size(output_size, output_size) |
| 464 | .channels(channels) |
| 465 | .output_pixel_stride(29) |
| 466 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 467 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 468 | } |
| 469 | } |
| 470 | } |
| 471 | } |
| 472 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 473 | TEST(RESIZE_BILINEAR_NHWC_F32, tf_mode_aligned_centers_varying_batch_size) { |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 474 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 475 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 476 | for (size_t batch_size = 2; batch_size <= 3; batch_size++) { |
| 477 | ResizeBilinearOperatorTester() |
| 478 | .tf_legacy_mode(true) |
| 479 | .batch_size(batch_size) |
| 480 | .input_size(output_size, output_size) |
| 481 | .output_size(output_size, output_size) |
| 482 | .iterations(3) |
XNNPACK Team | a5cb677 | 2020-10-20 18:04:33 -0700 | [diff] [blame] | 483 | .TestNHWCxF32(); |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 484 | } |
| 485 | } |
| 486 | } |
| 487 | } |
Marat Dukhan | 0ab7553 | 2021-11-24 16:50:30 -0800 | [diff] [blame] | 488 | |
| 489 | TEST(RESIZE_BILINEAR_NHWC_S8, aligned_centers_upscale_y) { |
| 490 | for (size_t input_height = 1; input_height <= 3; input_height++) { |
| 491 | for (size_t output_height = input_height + 1; output_height < 15; output_height *= 3) { |
| 492 | ResizeBilinearOperatorTester() |
| 493 | .input_size(input_height, 1) |
| 494 | .output_size(output_height, 1) |
| 495 | .channels(17) |
| 496 | .iterations(3) |
| 497 | .TestNHWCxS8(); |
| 498 | } |
| 499 | } |
| 500 | } |
| 501 | |
| 502 | TEST(RESIZE_BILINEAR_NHWC_S8, aligned_centers_upscale_x) { |
| 503 | for (size_t input_width = 1; input_width <= 3; input_width++) { |
| 504 | for (size_t output_width = input_width + 1; output_width < 15; output_width *= 3) { |
| 505 | ResizeBilinearOperatorTester() |
| 506 | .input_size(1, input_width) |
| 507 | .output_size(1, output_width) |
| 508 | .channels(17) |
| 509 | .iterations(3) |
| 510 | .TestNHWCxS8(); |
| 511 | } |
| 512 | } |
| 513 | } |
| 514 | |
| 515 | TEST(RESIZE_BILINEAR_NHWC_S8, aligned_centers_upscale) { |
| 516 | for (size_t output_height = 3; output_height <= 5; output_height += 2) { |
| 517 | for (size_t output_width = 3; output_width <= 5; output_width += 2) { |
| 518 | ResizeBilinearOperatorTester() |
| 519 | .input_size(2, 2) |
| 520 | .output_size(output_height, output_width) |
| 521 | .channels(17) |
| 522 | .iterations(3) |
| 523 | .TestNHWCxS8(); |
| 524 | } |
| 525 | } |
| 526 | } |
| 527 | |
| 528 | TEST(RESIZE_BILINEAR_NHWC_S8, aligned_centers_downscale_y) { |
| 529 | for (size_t output_height = 1; output_height <= 3; output_height++) { |
| 530 | for (size_t input_height = output_height + 1; input_height < 15; input_height *= 3) { |
| 531 | ResizeBilinearOperatorTester() |
| 532 | .input_size(input_height, 1) |
| 533 | .output_size(output_height, 1) |
| 534 | .channels(17) |
| 535 | .iterations(3) |
| 536 | .TestNHWCxS8(); |
| 537 | } |
| 538 | } |
| 539 | } |
| 540 | |
| 541 | TEST(RESIZE_BILINEAR_NHWC_S8, aligned_centers_downscale_x) { |
| 542 | for (size_t output_width = 1; output_width <= 3; output_width++) { |
| 543 | for (size_t input_width = output_width + 1; input_width < 15; input_width *= 3) { |
| 544 | ResizeBilinearOperatorTester() |
| 545 | .input_size(1, input_width) |
| 546 | .output_size(1, output_width) |
| 547 | .channels(17) |
| 548 | .iterations(3) |
| 549 | .TestNHWCxS8(); |
| 550 | } |
| 551 | } |
| 552 | } |
| 553 | |
| 554 | TEST(RESIZE_BILINEAR_NHWC_S8, aligned_centers_downscale) { |
| 555 | for (size_t input_height = 3; input_height <= 5; input_height += 2) { |
| 556 | for (size_t input_width = 3; input_width <= 5; input_width += 2) { |
| 557 | ResizeBilinearOperatorTester() |
| 558 | .input_size(input_height, input_width) |
| 559 | .output_size(2, 2) |
| 560 | .channels(17) |
| 561 | .iterations(3) |
| 562 | .TestNHWCxS8(); |
| 563 | } |
| 564 | } |
| 565 | } |
| 566 | |
| 567 | TEST(RESIZE_BILINEAR_NHWC_S8, aligned_centers_identical_size) { |
| 568 | for (size_t height = 1; height < 10; height *= 3) { |
| 569 | for (size_t width = 1; width < 10; width *= 3) { |
| 570 | ResizeBilinearOperatorTester() |
| 571 | .input_size(height, width) |
| 572 | .output_size(height, width) |
| 573 | .channels(17) |
| 574 | .iterations(3) |
| 575 | .TestNHWCxS8(); |
| 576 | } |
| 577 | } |
| 578 | } |
| 579 | |
| 580 | TEST(RESIZE_BILINEAR_NHWC_S8, aligned_centers_varying_channels) { |
| 581 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 582 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 583 | for (size_t channels = 15; channels <= 19; channels++) { |
| 584 | ResizeBilinearOperatorTester() |
| 585 | .input_size(output_size, output_size) |
| 586 | .output_size(output_size, output_size) |
| 587 | .channels(channels) |
| 588 | .iterations(3) |
| 589 | .TestNHWCxS8(); |
| 590 | } |
| 591 | } |
| 592 | } |
| 593 | } |
| 594 | |
| 595 | TEST(RESIZE_BILINEAR_NHWC_S8, aligned_centers_with_input_stride) { |
| 596 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 597 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 598 | for (size_t channels = 15; channels <= 19; channels++) { |
| 599 | ResizeBilinearOperatorTester() |
| 600 | .input_size(output_size, output_size) |
| 601 | .output_size(output_size, output_size) |
| 602 | .channels(channels) |
| 603 | .input_pixel_stride(23) |
| 604 | .iterations(3) |
| 605 | .TestNHWCxS8(); |
| 606 | } |
| 607 | } |
| 608 | } |
| 609 | } |
| 610 | |
| 611 | TEST(RESIZE_BILINEAR_NHWC_S8, aligned_centers_with_output_stride) { |
| 612 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 613 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 614 | for (size_t channels = 15; channels <= 19; channels++) { |
| 615 | ResizeBilinearOperatorTester() |
| 616 | .input_size(output_size, output_size) |
| 617 | .output_size(output_size, output_size) |
| 618 | .channels(channels) |
| 619 | .output_pixel_stride(29) |
| 620 | .iterations(3) |
| 621 | .TestNHWCxS8(); |
| 622 | } |
| 623 | } |
| 624 | } |
| 625 | } |
| 626 | |
| 627 | TEST(RESIZE_BILINEAR_NHWC_S8, aligned_centers_varying_batch_size) { |
| 628 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 629 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 630 | for (size_t batch_size = 2; batch_size <= 3; batch_size++) { |
| 631 | ResizeBilinearOperatorTester() |
| 632 | .batch_size(batch_size) |
| 633 | .input_size(output_size, output_size) |
| 634 | .output_size(output_size, output_size) |
| 635 | .iterations(3) |
| 636 | .TestNHWCxS8(); |
| 637 | } |
| 638 | } |
| 639 | } |
| 640 | } |
| 641 | |
| 642 | TEST(RESIZE_BILINEAR_NHWC_S8, aligned_corners_upscale_y) { |
| 643 | for (size_t input_height = 1; input_height <= 3; input_height++) { |
| 644 | for (size_t output_height = input_height + 1; output_height < 15; output_height *= 3) { |
| 645 | ResizeBilinearOperatorTester() |
| 646 | .align_corners(true) |
| 647 | .input_size(input_height, 1) |
| 648 | .output_size(output_height, 1) |
| 649 | .channels(17) |
| 650 | .iterations(3) |
| 651 | .TestNHWCxS8(); |
| 652 | } |
| 653 | } |
| 654 | } |
| 655 | |
| 656 | TEST(RESIZE_BILINEAR_NHWC_S8, aligned_corners_upscale_x) { |
| 657 | for (size_t input_width = 1; input_width <= 3; input_width++) { |
| 658 | for (size_t output_width = input_width + 1; output_width < 15; output_width *= 3) { |
| 659 | ResizeBilinearOperatorTester() |
| 660 | .align_corners(true) |
| 661 | .input_size(1, input_width) |
| 662 | .output_size(1, output_width) |
| 663 | .channels(17) |
| 664 | .iterations(3) |
| 665 | .TestNHWCxS8(); |
| 666 | } |
| 667 | } |
| 668 | } |
| 669 | |
| 670 | TEST(RESIZE_BILINEAR_NHWC_S8, aligned_corners_upscale) { |
| 671 | for (size_t output_height = 3; output_height <= 5; output_height += 2) { |
| 672 | for (size_t output_width = 3; output_width <= 5; output_width += 2) { |
| 673 | ResizeBilinearOperatorTester() |
| 674 | .align_corners(true) |
| 675 | .input_size(2, 2) |
| 676 | .output_size(output_height, output_width) |
| 677 | .channels(17) |
| 678 | .iterations(3) |
| 679 | .TestNHWCxS8(); |
| 680 | } |
| 681 | } |
| 682 | } |
| 683 | |
| 684 | TEST(RESIZE_BILINEAR_NHWC_S8, aligned_corners_downscale_y) { |
| 685 | for (size_t output_height = 2; output_height <= 3; output_height++) { |
| 686 | for (size_t input_height = output_height + 1; input_height < 15; input_height *= 3) { |
| 687 | ResizeBilinearOperatorTester() |
| 688 | .input_size(input_height, 1) |
| 689 | .output_size(output_height, 1) |
| 690 | .channels(17) |
| 691 | .iterations(3) |
| 692 | .TestNHWCxS8(); |
| 693 | } |
| 694 | } |
| 695 | } |
| 696 | |
| 697 | TEST(RESIZE_BILINEAR_NHWC_S8, aligned_corners_downscale_x) { |
| 698 | for (size_t output_width = 2; output_width <= 3; output_width++) { |
| 699 | for (size_t input_width = output_width + 1; input_width < 15; input_width *= 3) { |
| 700 | ResizeBilinearOperatorTester() |
| 701 | .input_size(1, input_width) |
| 702 | .output_size(1, output_width) |
| 703 | .channels(17) |
| 704 | .iterations(3) |
| 705 | .TestNHWCxS8(); |
| 706 | } |
| 707 | } |
| 708 | } |
| 709 | |
| 710 | TEST(RESIZE_BILINEAR_NHWC_S8, aligned_corners_downscale) { |
| 711 | for (size_t input_height = 3; input_height <= 5; input_height += 2) { |
| 712 | for (size_t input_width = 3; input_width <= 5; input_width += 2) { |
| 713 | ResizeBilinearOperatorTester() |
| 714 | .input_size(input_height, input_width) |
| 715 | .output_size(2, 2) |
| 716 | .channels(17) |
| 717 | .iterations(3) |
| 718 | .TestNHWCxS8(); |
| 719 | } |
| 720 | } |
| 721 | } |
| 722 | |
| 723 | TEST(RESIZE_BILINEAR_NHWC_S8, aligned_corners_identical_size) { |
| 724 | for (size_t height = 1; height < 10; height *= 3) { |
| 725 | for (size_t width = 1; width < 10; width *= 3) { |
| 726 | ResizeBilinearOperatorTester() |
| 727 | .align_corners(true) |
| 728 | .input_size(height, width) |
| 729 | .output_size(height, width) |
| 730 | .channels(17) |
| 731 | .iterations(3) |
| 732 | .TestNHWCxS8(); |
| 733 | } |
| 734 | } |
| 735 | } |
| 736 | |
| 737 | TEST(RESIZE_BILINEAR_NHWC_S8, aligned_corners_varying_channels) { |
| 738 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 739 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 740 | for (size_t channels = 15; channels <= 19; channels++) { |
| 741 | ResizeBilinearOperatorTester() |
| 742 | .align_corners(true) |
| 743 | .input_size(output_size, output_size) |
| 744 | .output_size(output_size, output_size) |
| 745 | .channels(channels) |
| 746 | .iterations(3) |
| 747 | .TestNHWCxS8(); |
| 748 | } |
| 749 | } |
| 750 | } |
| 751 | } |
| 752 | |
| 753 | TEST(RESIZE_BILINEAR_NHWC_S8, aligned_corners_with_input_stride) { |
| 754 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 755 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 756 | for (size_t channels = 15; channels <= 19; channels++) { |
| 757 | ResizeBilinearOperatorTester() |
| 758 | .align_corners(true) |
| 759 | .input_size(output_size, output_size) |
| 760 | .output_size(output_size, output_size) |
| 761 | .channels(channels) |
| 762 | .input_pixel_stride(23) |
| 763 | .iterations(3) |
| 764 | .TestNHWCxS8(); |
| 765 | } |
| 766 | } |
| 767 | } |
| 768 | } |
| 769 | |
| 770 | TEST(RESIZE_BILINEAR_NHWC_S8, aligned_corners_with_output_stride) { |
| 771 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 772 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 773 | for (size_t channels = 15; channels <= 19; channels++) { |
| 774 | ResizeBilinearOperatorTester() |
| 775 | .align_corners(true) |
| 776 | .input_size(output_size, output_size) |
| 777 | .output_size(output_size, output_size) |
| 778 | .channels(channels) |
| 779 | .output_pixel_stride(29) |
| 780 | .iterations(3) |
| 781 | .TestNHWCxS8(); |
| 782 | } |
| 783 | } |
| 784 | } |
| 785 | } |
| 786 | |
| 787 | TEST(RESIZE_BILINEAR_NHWC_S8, aligned_corners_varying_batch_size) { |
| 788 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 789 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 790 | for (size_t batch_size = 2; batch_size <= 3; batch_size++) { |
| 791 | ResizeBilinearOperatorTester() |
| 792 | .align_corners(true) |
| 793 | .batch_size(batch_size) |
| 794 | .input_size(output_size, output_size) |
| 795 | .output_size(output_size, output_size) |
| 796 | .iterations(3) |
| 797 | .TestNHWCxS8(); |
| 798 | } |
| 799 | } |
| 800 | } |
| 801 | } |
| 802 | |
| 803 | TEST(RESIZE_BILINEAR_NHWC_S8, tf_mode_aligned_centers_upscale_y) { |
| 804 | for (size_t input_height = 1; input_height <= 3; input_height++) { |
| 805 | for (size_t output_height = input_height + 1; output_height < 15; output_height *= 3) { |
| 806 | ResizeBilinearOperatorTester() |
| 807 | .tf_legacy_mode(true) |
| 808 | .input_size(input_height, 1) |
| 809 | .output_size(output_height, 1) |
| 810 | .channels(17) |
| 811 | .iterations(3) |
| 812 | .TestNHWCxS8(); |
| 813 | } |
| 814 | } |
| 815 | } |
| 816 | |
| 817 | TEST(RESIZE_BILINEAR_NHWC_S8, tf_mode_aligned_centers_upscale_x) { |
| 818 | for (size_t input_width = 1; input_width <= 3; input_width++) { |
| 819 | for (size_t output_width = input_width + 1; output_width < 15; output_width *= 3) { |
| 820 | ResizeBilinearOperatorTester() |
| 821 | .tf_legacy_mode(true) |
| 822 | .input_size(1, input_width) |
| 823 | .output_size(1, output_width) |
| 824 | .channels(17) |
| 825 | .iterations(3) |
| 826 | .TestNHWCxS8(); |
| 827 | } |
| 828 | } |
| 829 | } |
| 830 | |
| 831 | TEST(RESIZE_BILINEAR_NHWC_S8, tf_mode_aligned_centers_upscale) { |
| 832 | for (size_t output_height = 3; output_height <= 5; output_height += 2) { |
| 833 | for (size_t output_width = 3; output_width <= 5; output_width += 2) { |
| 834 | ResizeBilinearOperatorTester() |
| 835 | .tf_legacy_mode(true) |
| 836 | .input_size(2, 2) |
| 837 | .output_size(output_height, output_width) |
| 838 | .channels(17) |
| 839 | .iterations(3) |
| 840 | .TestNHWCxS8(); |
| 841 | } |
| 842 | } |
| 843 | } |
| 844 | |
| 845 | TEST(RESIZE_BILINEAR_NHWC_S8, tf_mode_aligned_centers_downscale_y) { |
| 846 | for (size_t output_height = 1; output_height <= 3; output_height++) { |
| 847 | for (size_t input_height = output_height + 1; input_height < 15; input_height *= 3) { |
| 848 | ResizeBilinearOperatorTester() |
| 849 | .tf_legacy_mode(true) |
| 850 | .input_size(input_height, 1) |
| 851 | .output_size(output_height, 1) |
| 852 | .channels(17) |
| 853 | .iterations(3) |
| 854 | .TestNHWCxS8(); |
| 855 | } |
| 856 | } |
| 857 | } |
| 858 | |
| 859 | TEST(RESIZE_BILINEAR_NHWC_S8, tf_mode_aligned_centers_downscale_x) { |
| 860 | for (size_t output_width = 1; output_width <= 3; output_width++) { |
| 861 | for (size_t input_width = output_width + 1; input_width < 15; input_width *= 3) { |
| 862 | ResizeBilinearOperatorTester() |
| 863 | .tf_legacy_mode(true) |
| 864 | .input_size(1, input_width) |
| 865 | .output_size(1, output_width) |
| 866 | .channels(17) |
| 867 | .iterations(3) |
| 868 | .TestNHWCxS8(); |
| 869 | } |
| 870 | } |
| 871 | } |
| 872 | |
| 873 | TEST(RESIZE_BILINEAR_NHWC_S8, tf_mode_aligned_centers_downscale) { |
| 874 | for (size_t input_height = 3; input_height <= 5; input_height += 2) { |
| 875 | for (size_t input_width = 3; input_width <= 5; input_width += 2) { |
| 876 | ResizeBilinearOperatorTester() |
| 877 | .tf_legacy_mode(true) |
| 878 | .input_size(input_height, input_width) |
| 879 | .output_size(2, 2) |
| 880 | .channels(17) |
| 881 | .iterations(3) |
| 882 | .TestNHWCxS8(); |
| 883 | } |
| 884 | } |
| 885 | } |
| 886 | |
| 887 | TEST(RESIZE_BILINEAR_NHWC_S8, tf_mode_aligned_centers_identical_size) { |
| 888 | for (size_t height = 1; height < 10; height *= 3) { |
| 889 | for (size_t width = 1; width < 10; width *= 3) { |
| 890 | ResizeBilinearOperatorTester() |
| 891 | .tf_legacy_mode(true) |
| 892 | .input_size(height, width) |
| 893 | .output_size(height, width) |
| 894 | .channels(17) |
| 895 | .iterations(3) |
| 896 | .TestNHWCxS8(); |
| 897 | } |
| 898 | } |
| 899 | } |
| 900 | |
| 901 | TEST(RESIZE_BILINEAR_NHWC_S8, tf_mode_aligned_centers_varying_channels) { |
| 902 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 903 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 904 | for (size_t channels = 15; channels <= 19; channels++) { |
| 905 | ResizeBilinearOperatorTester() |
| 906 | .tf_legacy_mode(true) |
| 907 | .input_size(output_size, output_size) |
| 908 | .output_size(output_size, output_size) |
| 909 | .channels(channels) |
| 910 | .iterations(3) |
| 911 | .TestNHWCxS8(); |
| 912 | } |
| 913 | } |
| 914 | } |
| 915 | } |
| 916 | |
| 917 | TEST(RESIZE_BILINEAR_NHWC_S8, tf_mode_aligned_centers_with_input_stride) { |
| 918 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 919 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 920 | for (size_t channels = 15; channels <= 19; channels++) { |
| 921 | ResizeBilinearOperatorTester() |
| 922 | .tf_legacy_mode(true) |
| 923 | .input_size(output_size, output_size) |
| 924 | .output_size(output_size, output_size) |
| 925 | .channels(channels) |
| 926 | .input_pixel_stride(23) |
| 927 | .iterations(3) |
| 928 | .TestNHWCxS8(); |
| 929 | } |
| 930 | } |
| 931 | } |
| 932 | } |
| 933 | |
| 934 | TEST(RESIZE_BILINEAR_NHWC_S8, tf_mode_aligned_centers_with_output_stride) { |
| 935 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 936 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 937 | for (size_t channels = 15; channels <= 19; channels++) { |
| 938 | ResizeBilinearOperatorTester() |
| 939 | .tf_legacy_mode(true) |
| 940 | .input_size(output_size, output_size) |
| 941 | .output_size(output_size, output_size) |
| 942 | .channels(channels) |
| 943 | .output_pixel_stride(29) |
| 944 | .iterations(3) |
| 945 | .TestNHWCxS8(); |
| 946 | } |
| 947 | } |
| 948 | } |
| 949 | } |
| 950 | |
| 951 | TEST(RESIZE_BILINEAR_NHWC_S8, tf_mode_aligned_centers_varying_batch_size) { |
| 952 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 953 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 954 | for (size_t batch_size = 2; batch_size <= 3; batch_size++) { |
| 955 | ResizeBilinearOperatorTester() |
| 956 | .tf_legacy_mode(true) |
| 957 | .batch_size(batch_size) |
| 958 | .input_size(output_size, output_size) |
| 959 | .output_size(output_size, output_size) |
| 960 | .iterations(3) |
| 961 | .TestNHWCxS8(); |
| 962 | } |
| 963 | } |
| 964 | } |
| 965 | } |
| 966 | |
| 967 | TEST(RESIZE_BILINEAR_NHWC_U8, aligned_centers_upscale_y) { |
| 968 | for (size_t input_height = 1; input_height <= 3; input_height++) { |
| 969 | for (size_t output_height = input_height + 1; output_height < 15; output_height *= 3) { |
| 970 | ResizeBilinearOperatorTester() |
| 971 | .input_size(input_height, 1) |
| 972 | .output_size(output_height, 1) |
| 973 | .channels(17) |
| 974 | .iterations(3) |
| 975 | .TestNHWCxU8(); |
| 976 | } |
| 977 | } |
| 978 | } |
| 979 | |
| 980 | TEST(RESIZE_BILINEAR_NHWC_U8, aligned_centers_upscale_x) { |
| 981 | for (size_t input_width = 1; input_width <= 3; input_width++) { |
| 982 | for (size_t output_width = input_width + 1; output_width < 15; output_width *= 3) { |
| 983 | ResizeBilinearOperatorTester() |
| 984 | .input_size(1, input_width) |
| 985 | .output_size(1, output_width) |
| 986 | .channels(17) |
| 987 | .iterations(3) |
| 988 | .TestNHWCxU8(); |
| 989 | } |
| 990 | } |
| 991 | } |
| 992 | |
| 993 | TEST(RESIZE_BILINEAR_NHWC_U8, aligned_centers_upscale) { |
| 994 | for (size_t output_height = 3; output_height <= 5; output_height += 2) { |
| 995 | for (size_t output_width = 3; output_width <= 5; output_width += 2) { |
| 996 | ResizeBilinearOperatorTester() |
| 997 | .input_size(2, 2) |
| 998 | .output_size(output_height, output_width) |
| 999 | .channels(17) |
| 1000 | .iterations(3) |
| 1001 | .TestNHWCxU8(); |
| 1002 | } |
| 1003 | } |
| 1004 | } |
| 1005 | |
| 1006 | TEST(RESIZE_BILINEAR_NHWC_U8, aligned_centers_downscale_y) { |
| 1007 | for (size_t output_height = 1; output_height <= 3; output_height++) { |
| 1008 | for (size_t input_height = output_height + 1; input_height < 15; input_height *= 3) { |
| 1009 | ResizeBilinearOperatorTester() |
| 1010 | .input_size(input_height, 1) |
| 1011 | .output_size(output_height, 1) |
| 1012 | .channels(17) |
| 1013 | .iterations(3) |
| 1014 | .TestNHWCxU8(); |
| 1015 | } |
| 1016 | } |
| 1017 | } |
| 1018 | |
| 1019 | TEST(RESIZE_BILINEAR_NHWC_U8, aligned_centers_downscale_x) { |
| 1020 | for (size_t output_width = 1; output_width <= 3; output_width++) { |
| 1021 | for (size_t input_width = output_width + 1; input_width < 15; input_width *= 3) { |
| 1022 | ResizeBilinearOperatorTester() |
| 1023 | .input_size(1, input_width) |
| 1024 | .output_size(1, output_width) |
| 1025 | .channels(17) |
| 1026 | .iterations(3) |
| 1027 | .TestNHWCxU8(); |
| 1028 | } |
| 1029 | } |
| 1030 | } |
| 1031 | |
| 1032 | TEST(RESIZE_BILINEAR_NHWC_U8, aligned_centers_downscale) { |
| 1033 | for (size_t input_height = 3; input_height <= 5; input_height += 2) { |
| 1034 | for (size_t input_width = 3; input_width <= 5; input_width += 2) { |
| 1035 | ResizeBilinearOperatorTester() |
| 1036 | .input_size(input_height, input_width) |
| 1037 | .output_size(2, 2) |
| 1038 | .channels(17) |
| 1039 | .iterations(3) |
| 1040 | .TestNHWCxU8(); |
| 1041 | } |
| 1042 | } |
| 1043 | } |
| 1044 | |
| 1045 | TEST(RESIZE_BILINEAR_NHWC_U8, aligned_centers_identical_size) { |
| 1046 | for (size_t height = 1; height < 10; height *= 3) { |
| 1047 | for (size_t width = 1; width < 10; width *= 3) { |
| 1048 | ResizeBilinearOperatorTester() |
| 1049 | .input_size(height, width) |
| 1050 | .output_size(height, width) |
| 1051 | .channels(17) |
| 1052 | .iterations(3) |
| 1053 | .TestNHWCxU8(); |
| 1054 | } |
| 1055 | } |
| 1056 | } |
| 1057 | |
| 1058 | TEST(RESIZE_BILINEAR_NHWC_U8, aligned_centers_varying_channels) { |
| 1059 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 1060 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 1061 | for (size_t channels = 15; channels <= 19; channels++) { |
| 1062 | ResizeBilinearOperatorTester() |
| 1063 | .input_size(output_size, output_size) |
| 1064 | .output_size(output_size, output_size) |
| 1065 | .channels(channels) |
| 1066 | .iterations(3) |
| 1067 | .TestNHWCxU8(); |
| 1068 | } |
| 1069 | } |
| 1070 | } |
| 1071 | } |
| 1072 | |
| 1073 | TEST(RESIZE_BILINEAR_NHWC_U8, aligned_centers_with_input_stride) { |
| 1074 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 1075 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 1076 | for (size_t channels = 15; channels <= 19; channels++) { |
| 1077 | ResizeBilinearOperatorTester() |
| 1078 | .input_size(output_size, output_size) |
| 1079 | .output_size(output_size, output_size) |
| 1080 | .channels(channels) |
| 1081 | .input_pixel_stride(23) |
| 1082 | .iterations(3) |
| 1083 | .TestNHWCxU8(); |
| 1084 | } |
| 1085 | } |
| 1086 | } |
| 1087 | } |
| 1088 | |
| 1089 | TEST(RESIZE_BILINEAR_NHWC_U8, aligned_centers_with_output_stride) { |
| 1090 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 1091 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 1092 | for (size_t channels = 15; channels <= 19; channels++) { |
| 1093 | ResizeBilinearOperatorTester() |
| 1094 | .input_size(output_size, output_size) |
| 1095 | .output_size(output_size, output_size) |
| 1096 | .channels(channels) |
| 1097 | .output_pixel_stride(29) |
| 1098 | .iterations(3) |
| 1099 | .TestNHWCxU8(); |
| 1100 | } |
| 1101 | } |
| 1102 | } |
| 1103 | } |
| 1104 | |
| 1105 | TEST(RESIZE_BILINEAR_NHWC_U8, aligned_centers_varying_batch_size) { |
| 1106 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 1107 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 1108 | for (size_t batch_size = 2; batch_size <= 3; batch_size++) { |
| 1109 | ResizeBilinearOperatorTester() |
| 1110 | .batch_size(batch_size) |
| 1111 | .input_size(output_size, output_size) |
| 1112 | .output_size(output_size, output_size) |
| 1113 | .iterations(3) |
| 1114 | .TestNHWCxU8(); |
| 1115 | } |
| 1116 | } |
| 1117 | } |
| 1118 | } |
| 1119 | |
| 1120 | TEST(RESIZE_BILINEAR_NHWC_U8, aligned_corners_upscale_y) { |
| 1121 | for (size_t input_height = 1; input_height <= 3; input_height++) { |
| 1122 | for (size_t output_height = input_height + 1; output_height < 15; output_height *= 3) { |
| 1123 | ResizeBilinearOperatorTester() |
| 1124 | .align_corners(true) |
| 1125 | .input_size(input_height, 1) |
| 1126 | .output_size(output_height, 1) |
| 1127 | .channels(17) |
| 1128 | .iterations(3) |
| 1129 | .TestNHWCxU8(); |
| 1130 | } |
| 1131 | } |
| 1132 | } |
| 1133 | |
| 1134 | TEST(RESIZE_BILINEAR_NHWC_U8, aligned_corners_upscale_x) { |
| 1135 | for (size_t input_width = 1; input_width <= 3; input_width++) { |
| 1136 | for (size_t output_width = input_width + 1; output_width < 15; output_width *= 3) { |
| 1137 | ResizeBilinearOperatorTester() |
| 1138 | .align_corners(true) |
| 1139 | .input_size(1, input_width) |
| 1140 | .output_size(1, output_width) |
| 1141 | .channels(17) |
| 1142 | .iterations(3) |
| 1143 | .TestNHWCxU8(); |
| 1144 | } |
| 1145 | } |
| 1146 | } |
| 1147 | |
| 1148 | TEST(RESIZE_BILINEAR_NHWC_U8, aligned_corners_upscale) { |
| 1149 | for (size_t output_height = 3; output_height <= 5; output_height += 2) { |
| 1150 | for (size_t output_width = 3; output_width <= 5; output_width += 2) { |
| 1151 | ResizeBilinearOperatorTester() |
| 1152 | .align_corners(true) |
| 1153 | .input_size(2, 2) |
| 1154 | .output_size(output_height, output_width) |
| 1155 | .channels(17) |
| 1156 | .iterations(3) |
| 1157 | .TestNHWCxU8(); |
| 1158 | } |
| 1159 | } |
| 1160 | } |
| 1161 | |
| 1162 | TEST(RESIZE_BILINEAR_NHWC_U8, aligned_corners_downscale_y) { |
| 1163 | for (size_t output_height = 2; output_height <= 3; output_height++) { |
| 1164 | for (size_t input_height = output_height + 1; input_height < 15; input_height *= 3) { |
| 1165 | ResizeBilinearOperatorTester() |
| 1166 | .input_size(input_height, 1) |
| 1167 | .output_size(output_height, 1) |
| 1168 | .channels(17) |
| 1169 | .iterations(3) |
| 1170 | .TestNHWCxU8(); |
| 1171 | } |
| 1172 | } |
| 1173 | } |
| 1174 | |
| 1175 | TEST(RESIZE_BILINEAR_NHWC_U8, aligned_corners_downscale_x) { |
| 1176 | for (size_t output_width = 2; output_width <= 3; output_width++) { |
| 1177 | for (size_t input_width = output_width + 1; input_width < 15; input_width *= 3) { |
| 1178 | ResizeBilinearOperatorTester() |
| 1179 | .input_size(1, input_width) |
| 1180 | .output_size(1, output_width) |
| 1181 | .channels(17) |
| 1182 | .iterations(3) |
| 1183 | .TestNHWCxU8(); |
| 1184 | } |
| 1185 | } |
| 1186 | } |
| 1187 | |
| 1188 | TEST(RESIZE_BILINEAR_NHWC_U8, aligned_corners_downscale) { |
| 1189 | for (size_t input_height = 3; input_height <= 5; input_height += 2) { |
| 1190 | for (size_t input_width = 3; input_width <= 5; input_width += 2) { |
| 1191 | ResizeBilinearOperatorTester() |
| 1192 | .input_size(input_height, input_width) |
| 1193 | .output_size(2, 2) |
| 1194 | .channels(17) |
| 1195 | .iterations(3) |
| 1196 | .TestNHWCxU8(); |
| 1197 | } |
| 1198 | } |
| 1199 | } |
| 1200 | |
| 1201 | TEST(RESIZE_BILINEAR_NHWC_U8, aligned_corners_identical_size) { |
| 1202 | for (size_t height = 1; height < 10; height *= 3) { |
| 1203 | for (size_t width = 1; width < 10; width *= 3) { |
| 1204 | ResizeBilinearOperatorTester() |
| 1205 | .align_corners(true) |
| 1206 | .input_size(height, width) |
| 1207 | .output_size(height, width) |
| 1208 | .channels(17) |
| 1209 | .iterations(3) |
| 1210 | .TestNHWCxU8(); |
| 1211 | } |
| 1212 | } |
| 1213 | } |
| 1214 | |
| 1215 | TEST(RESIZE_BILINEAR_NHWC_U8, aligned_corners_varying_channels) { |
| 1216 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 1217 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 1218 | for (size_t channels = 15; channels <= 19; channels++) { |
| 1219 | ResizeBilinearOperatorTester() |
| 1220 | .align_corners(true) |
| 1221 | .input_size(output_size, output_size) |
| 1222 | .output_size(output_size, output_size) |
| 1223 | .channels(channels) |
| 1224 | .iterations(3) |
| 1225 | .TestNHWCxU8(); |
| 1226 | } |
| 1227 | } |
| 1228 | } |
| 1229 | } |
| 1230 | |
| 1231 | TEST(RESIZE_BILINEAR_NHWC_U8, aligned_corners_with_input_stride) { |
| 1232 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 1233 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 1234 | for (size_t channels = 15; channels <= 19; channels++) { |
| 1235 | ResizeBilinearOperatorTester() |
| 1236 | .align_corners(true) |
| 1237 | .input_size(output_size, output_size) |
| 1238 | .output_size(output_size, output_size) |
| 1239 | .channels(channels) |
| 1240 | .input_pixel_stride(23) |
| 1241 | .iterations(3) |
| 1242 | .TestNHWCxU8(); |
| 1243 | } |
| 1244 | } |
| 1245 | } |
| 1246 | } |
| 1247 | |
| 1248 | TEST(RESIZE_BILINEAR_NHWC_U8, aligned_corners_with_output_stride) { |
| 1249 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 1250 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 1251 | for (size_t channels = 15; channels <= 19; channels++) { |
| 1252 | ResizeBilinearOperatorTester() |
| 1253 | .align_corners(true) |
| 1254 | .input_size(output_size, output_size) |
| 1255 | .output_size(output_size, output_size) |
| 1256 | .channels(channels) |
| 1257 | .output_pixel_stride(29) |
| 1258 | .iterations(3) |
| 1259 | .TestNHWCxU8(); |
| 1260 | } |
| 1261 | } |
| 1262 | } |
| 1263 | } |
| 1264 | |
| 1265 | TEST(RESIZE_BILINEAR_NHWC_U8, aligned_corners_varying_batch_size) { |
| 1266 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 1267 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 1268 | for (size_t batch_size = 2; batch_size <= 3; batch_size++) { |
| 1269 | ResizeBilinearOperatorTester() |
| 1270 | .align_corners(true) |
| 1271 | .batch_size(batch_size) |
| 1272 | .input_size(output_size, output_size) |
| 1273 | .output_size(output_size, output_size) |
| 1274 | .iterations(3) |
| 1275 | .TestNHWCxU8(); |
| 1276 | } |
| 1277 | } |
| 1278 | } |
| 1279 | } |
| 1280 | |
| 1281 | TEST(RESIZE_BILINEAR_NHWC_U8, tf_mode_aligned_centers_upscale_y) { |
| 1282 | for (size_t input_height = 1; input_height <= 3; input_height++) { |
| 1283 | for (size_t output_height = input_height + 1; output_height < 15; output_height *= 3) { |
| 1284 | ResizeBilinearOperatorTester() |
| 1285 | .tf_legacy_mode(true) |
| 1286 | .input_size(input_height, 1) |
| 1287 | .output_size(output_height, 1) |
| 1288 | .channels(17) |
| 1289 | .iterations(3) |
| 1290 | .TestNHWCxU8(); |
| 1291 | } |
| 1292 | } |
| 1293 | } |
| 1294 | |
| 1295 | TEST(RESIZE_BILINEAR_NHWC_U8, tf_mode_aligned_centers_upscale_x) { |
| 1296 | for (size_t input_width = 1; input_width <= 3; input_width++) { |
| 1297 | for (size_t output_width = input_width + 1; output_width < 15; output_width *= 3) { |
| 1298 | ResizeBilinearOperatorTester() |
| 1299 | .tf_legacy_mode(true) |
| 1300 | .input_size(1, input_width) |
| 1301 | .output_size(1, output_width) |
| 1302 | .channels(17) |
| 1303 | .iterations(3) |
| 1304 | .TestNHWCxU8(); |
| 1305 | } |
| 1306 | } |
| 1307 | } |
| 1308 | |
| 1309 | TEST(RESIZE_BILINEAR_NHWC_U8, tf_mode_aligned_centers_upscale) { |
| 1310 | for (size_t output_height = 3; output_height <= 5; output_height += 2) { |
| 1311 | for (size_t output_width = 3; output_width <= 5; output_width += 2) { |
| 1312 | ResizeBilinearOperatorTester() |
| 1313 | .tf_legacy_mode(true) |
| 1314 | .input_size(2, 2) |
| 1315 | .output_size(output_height, output_width) |
| 1316 | .channels(17) |
| 1317 | .iterations(3) |
| 1318 | .TestNHWCxU8(); |
| 1319 | } |
| 1320 | } |
| 1321 | } |
| 1322 | |
| 1323 | TEST(RESIZE_BILINEAR_NHWC_U8, tf_mode_aligned_centers_downscale_y) { |
| 1324 | for (size_t output_height = 1; output_height <= 3; output_height++) { |
| 1325 | for (size_t input_height = output_height + 1; input_height < 15; input_height *= 3) { |
| 1326 | ResizeBilinearOperatorTester() |
| 1327 | .tf_legacy_mode(true) |
| 1328 | .input_size(input_height, 1) |
| 1329 | .output_size(output_height, 1) |
| 1330 | .channels(17) |
| 1331 | .iterations(3) |
| 1332 | .TestNHWCxU8(); |
| 1333 | } |
| 1334 | } |
| 1335 | } |
| 1336 | |
| 1337 | TEST(RESIZE_BILINEAR_NHWC_U8, tf_mode_aligned_centers_downscale_x) { |
| 1338 | for (size_t output_width = 1; output_width <= 3; output_width++) { |
| 1339 | for (size_t input_width = output_width + 1; input_width < 15; input_width *= 3) { |
| 1340 | ResizeBilinearOperatorTester() |
| 1341 | .tf_legacy_mode(true) |
| 1342 | .input_size(1, input_width) |
| 1343 | .output_size(1, output_width) |
| 1344 | .channels(17) |
| 1345 | .iterations(3) |
| 1346 | .TestNHWCxU8(); |
| 1347 | } |
| 1348 | } |
| 1349 | } |
| 1350 | |
| 1351 | TEST(RESIZE_BILINEAR_NHWC_U8, tf_mode_aligned_centers_downscale) { |
| 1352 | for (size_t input_height = 3; input_height <= 5; input_height += 2) { |
| 1353 | for (size_t input_width = 3; input_width <= 5; input_width += 2) { |
| 1354 | ResizeBilinearOperatorTester() |
| 1355 | .tf_legacy_mode(true) |
| 1356 | .input_size(input_height, input_width) |
| 1357 | .output_size(2, 2) |
| 1358 | .channels(17) |
| 1359 | .iterations(3) |
| 1360 | .TestNHWCxU8(); |
| 1361 | } |
| 1362 | } |
| 1363 | } |
| 1364 | |
| 1365 | TEST(RESIZE_BILINEAR_NHWC_U8, tf_mode_aligned_centers_identical_size) { |
| 1366 | for (size_t height = 1; height < 10; height *= 3) { |
| 1367 | for (size_t width = 1; width < 10; width *= 3) { |
| 1368 | ResizeBilinearOperatorTester() |
| 1369 | .tf_legacy_mode(true) |
| 1370 | .input_size(height, width) |
| 1371 | .output_size(height, width) |
| 1372 | .channels(17) |
| 1373 | .iterations(3) |
| 1374 | .TestNHWCxU8(); |
| 1375 | } |
| 1376 | } |
| 1377 | } |
| 1378 | |
| 1379 | TEST(RESIZE_BILINEAR_NHWC_U8, tf_mode_aligned_centers_varying_channels) { |
| 1380 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 1381 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 1382 | for (size_t channels = 15; channels <= 19; channels++) { |
| 1383 | ResizeBilinearOperatorTester() |
| 1384 | .tf_legacy_mode(true) |
| 1385 | .input_size(output_size, output_size) |
| 1386 | .output_size(output_size, output_size) |
| 1387 | .channels(channels) |
| 1388 | .iterations(3) |
| 1389 | .TestNHWCxU8(); |
| 1390 | } |
| 1391 | } |
| 1392 | } |
| 1393 | } |
| 1394 | |
| 1395 | TEST(RESIZE_BILINEAR_NHWC_U8, tf_mode_aligned_centers_with_input_stride) { |
| 1396 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 1397 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 1398 | for (size_t channels = 15; channels <= 19; channels++) { |
| 1399 | ResizeBilinearOperatorTester() |
| 1400 | .tf_legacy_mode(true) |
| 1401 | .input_size(output_size, output_size) |
| 1402 | .output_size(output_size, output_size) |
| 1403 | .channels(channels) |
| 1404 | .input_pixel_stride(23) |
| 1405 | .iterations(3) |
| 1406 | .TestNHWCxU8(); |
| 1407 | } |
| 1408 | } |
| 1409 | } |
| 1410 | } |
| 1411 | |
| 1412 | TEST(RESIZE_BILINEAR_NHWC_U8, tf_mode_aligned_centers_with_output_stride) { |
| 1413 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 1414 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 1415 | for (size_t channels = 15; channels <= 19; channels++) { |
| 1416 | ResizeBilinearOperatorTester() |
| 1417 | .tf_legacy_mode(true) |
| 1418 | .input_size(output_size, output_size) |
| 1419 | .output_size(output_size, output_size) |
| 1420 | .channels(channels) |
| 1421 | .output_pixel_stride(29) |
| 1422 | .iterations(3) |
| 1423 | .TestNHWCxU8(); |
| 1424 | } |
| 1425 | } |
| 1426 | } |
| 1427 | } |
| 1428 | |
| 1429 | TEST(RESIZE_BILINEAR_NHWC_U8, tf_mode_aligned_centers_varying_batch_size) { |
| 1430 | for (size_t input_size = 2; input_size <= 6; input_size += 2) { |
| 1431 | for (size_t output_size = 2; output_size <= 6; output_size += 2) { |
| 1432 | for (size_t batch_size = 2; batch_size <= 3; batch_size++) { |
| 1433 | ResizeBilinearOperatorTester() |
| 1434 | .tf_legacy_mode(true) |
| 1435 | .batch_size(batch_size) |
| 1436 | .input_size(output_size, output_size) |
| 1437 | .output_size(output_size, output_size) |
| 1438 | .iterations(3) |
| 1439 | .TestNHWCxU8(); |
| 1440 | } |
| 1441 | } |
| 1442 | } |
| 1443 | } |