XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1 | // Copyright (c) Facebook, Inc. and its affiliates. |
| 2 | // All rights reserved. |
| 3 | // |
| 4 | // Copyright 2019 Google LLC |
| 5 | // |
| 6 | // This source code is licensed under the BSD-style license found in the |
| 7 | // LICENSE file in the root directory of this source tree. |
| 8 | |
| 9 | #include <gtest/gtest.h> |
| 10 | |
| 11 | #include "convolution-operator-tester.h" |
| 12 | |
| 13 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 14 | TEST(CONVOLUTION_NHWC_Q8, 1x1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15 | ConvolutionOperatorTester() |
| 16 | .input_size(27, 29) |
| 17 | .kernel_size(1, 1) |
| 18 | .group_input_channels(23) |
| 19 | .group_output_channels(19) |
| 20 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 21 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 22 | } |
| 23 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 24 | TEST(CONVOLUTION_NHWC_Q8, 1x1_with_qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 25 | ConvolutionOperatorTester() |
| 26 | .input_size(27, 29) |
| 27 | .kernel_size(1, 1) |
| 28 | .group_input_channels(23) |
| 29 | .group_output_channels(19) |
| 30 | .qmin(128) |
| 31 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 32 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 33 | } |
| 34 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 35 | TEST(CONVOLUTION_NHWC_Q8, 1x1_with_qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 36 | ConvolutionOperatorTester() |
| 37 | .input_size(27, 29) |
| 38 | .kernel_size(1, 1) |
| 39 | .group_input_channels(23) |
| 40 | .group_output_channels(19) |
| 41 | .qmax(128) |
| 42 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 43 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 44 | } |
| 45 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 46 | TEST(CONVOLUTION_NHWC_Q8, 1x1_with_input_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 47 | ConvolutionOperatorTester() |
| 48 | .input_size(27, 29) |
| 49 | .kernel_size(1, 1) |
| 50 | .input_pixel_stride(28) |
| 51 | .group_input_channels(23) |
| 52 | .group_output_channels(19) |
| 53 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 54 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 55 | } |
| 56 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 57 | TEST(CONVOLUTION_NHWC_Q8, 1x1_with_output_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 58 | ConvolutionOperatorTester() |
| 59 | .input_size(27, 29) |
| 60 | .kernel_size(1, 1) |
| 61 | .output_pixel_stride(29) |
| 62 | .group_input_channels(23) |
| 63 | .group_output_channels(19) |
| 64 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 65 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 66 | } |
| 67 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 68 | TEST(CONVOLUTION_NHWC_Q8, 1x1_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 69 | ConvolutionOperatorTester() |
| 70 | .has_bias(false) |
| 71 | .input_size(13, 14) |
| 72 | .kernel_size(1, 1) |
| 73 | .group_input_channels(23) |
| 74 | .group_output_channels(19) |
| 75 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 76 | .TestNHWCxQ8(); |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 77 | } |
| 78 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 79 | TEST(CONVOLUTION_NHWC_Q8, 1x1_with_batch) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 80 | ConvolutionOperatorTester() |
| 81 | .batch_size(3) |
| 82 | .input_size(13, 14) |
| 83 | .kernel_size(1, 1) |
| 84 | .group_input_channels(23) |
| 85 | .group_output_channels(19) |
| 86 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 87 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 88 | } |
| 89 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 90 | TEST(CONVOLUTION_NHWC_Q8, grouped_1x1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 91 | ConvolutionOperatorTester() |
| 92 | .input_size(24, 25) |
| 93 | .kernel_size(1, 1) |
| 94 | .groups(2) |
| 95 | .group_input_channels(17) |
| 96 | .group_output_channels(19) |
| 97 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 98 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 99 | } |
| 100 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 101 | TEST(CONVOLUTION_NHWC_Q8, grouped_1x1_with_qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 102 | ConvolutionOperatorTester() |
| 103 | .input_size(24, 25) |
| 104 | .kernel_size(1, 1) |
| 105 | .groups(2) |
| 106 | .group_input_channels(17) |
| 107 | .group_output_channels(19) |
| 108 | .qmin(128) |
| 109 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 110 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 111 | } |
| 112 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 113 | TEST(CONVOLUTION_NHWC_Q8, grouped_1x1_with_qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 114 | ConvolutionOperatorTester() |
| 115 | .input_size(24, 25) |
| 116 | .kernel_size(1, 1) |
| 117 | .groups(2) |
| 118 | .group_input_channels(17) |
| 119 | .group_output_channels(19) |
| 120 | .qmax(128) |
| 121 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 122 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 123 | } |
| 124 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 125 | TEST(CONVOLUTION_NHWC_Q8, grouped_1x1_with_input_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 126 | ConvolutionOperatorTester() |
| 127 | .input_size(24, 25) |
| 128 | .kernel_size(1, 1) |
| 129 | .groups(2) |
| 130 | .input_pixel_stride(37) |
| 131 | .group_input_channels(17) |
| 132 | .group_output_channels(19) |
| 133 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 134 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 135 | } |
| 136 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 137 | TEST(CONVOLUTION_NHWC_Q8, grouped_1x1_with_output_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 138 | ConvolutionOperatorTester() |
| 139 | .input_size(24, 25) |
| 140 | .kernel_size(1, 1) |
| 141 | .groups(2) |
| 142 | .output_pixel_stride(41) |
| 143 | .group_input_channels(17) |
| 144 | .group_output_channels(19) |
| 145 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 146 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 147 | } |
| 148 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 149 | TEST(CONVOLUTION_NHWC_Q8, grouped_1x1_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 150 | ConvolutionOperatorTester() |
| 151 | .has_bias(false) |
| 152 | .input_size(24, 25) |
| 153 | .kernel_size(1, 1) |
| 154 | .groups(2) |
| 155 | .group_input_channels(17) |
| 156 | .group_output_channels(19) |
| 157 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 158 | .TestNHWCxQ8(); |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 159 | } |
| 160 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 161 | TEST(CONVOLUTION_NHWC_Q8, grouped_1x1_with_batch) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 162 | ConvolutionOperatorTester() |
| 163 | .batch_size(3) |
| 164 | .input_size(24, 25) |
| 165 | .kernel_size(1, 1) |
| 166 | .groups(2) |
| 167 | .group_input_channels(17) |
| 168 | .group_output_channels(19) |
| 169 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 170 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 171 | } |
| 172 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 173 | TEST(CONVOLUTION_NHWC_Q8, 1x3) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 174 | ConvolutionOperatorTester() |
| 175 | .input_size(20, 19) |
| 176 | .padding_width(1) |
| 177 | .kernel_size(1, 3) |
| 178 | .group_input_channels(17) |
| 179 | .group_output_channels(15) |
| 180 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 181 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 182 | } |
| 183 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 184 | TEST(CONVOLUTION_NHWC_Q8, grouped_1x3) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 185 | ConvolutionOperatorTester() |
| 186 | .input_size(20, 19) |
| 187 | .padding_width(1) |
| 188 | .kernel_size(1, 3) |
| 189 | .groups(2) |
| 190 | .group_input_channels(17) |
| 191 | .group_output_channels(15) |
| 192 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 193 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 194 | } |
| 195 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 196 | TEST(CONVOLUTION_NHWC_Q8, 3x1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 197 | ConvolutionOperatorTester() |
| 198 | .input_size(19, 20) |
| 199 | .padding_height(1) |
| 200 | .kernel_size(3, 1) |
| 201 | .group_input_channels(17) |
| 202 | .group_output_channels(15) |
| 203 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 204 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 205 | } |
| 206 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 207 | TEST(CONVOLUTION_NHWC_Q8, grouped_3x1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 208 | ConvolutionOperatorTester() |
| 209 | .input_size(19, 20) |
| 210 | .padding_height(1) |
| 211 | .kernel_size(3, 1) |
| 212 | .groups(2) |
| 213 | .group_input_channels(17) |
| 214 | .group_output_channels(15) |
| 215 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 216 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 217 | } |
| 218 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 219 | TEST(CONVOLUTION_NHWC_Q8, 3x3) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 220 | ConvolutionOperatorTester() |
| 221 | .input_size(13, 12) |
| 222 | .padding(1) |
| 223 | .kernel_size(3, 3) |
| 224 | .group_input_channels(15) |
| 225 | .group_output_channels(17) |
| 226 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 227 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 228 | } |
| 229 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 230 | TEST(CONVOLUTION_NHWC_Q8, 3x3_without_padding) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 231 | ConvolutionOperatorTester() |
| 232 | .input_size(13, 12) |
| 233 | .kernel_size(3, 3) |
| 234 | .group_input_channels(15) |
| 235 | .group_output_channels(17) |
| 236 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 237 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 238 | } |
| 239 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 240 | TEST(CONVOLUTION_NHWC_Q8, 3x3_with_left_padding) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 241 | ConvolutionOperatorTester() |
| 242 | .input_size(13, 12) |
| 243 | .padding_left(1) |
| 244 | .kernel_size(3, 3) |
| 245 | .group_input_channels(15) |
| 246 | .group_output_channels(17) |
| 247 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 248 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 249 | } |
| 250 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 251 | TEST(CONVOLUTION_NHWC_Q8, 3x3_with_right_padding) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 252 | ConvolutionOperatorTester() |
| 253 | .input_size(13, 12) |
| 254 | .padding_right(1) |
| 255 | .kernel_size(3, 3) |
| 256 | .group_input_channels(15) |
| 257 | .group_output_channels(17) |
| 258 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 259 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 260 | } |
| 261 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 262 | TEST(CONVOLUTION_NHWC_Q8, 3x3_with_top_padding) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 263 | ConvolutionOperatorTester() |
| 264 | .input_size(13, 12) |
| 265 | .padding_top(1) |
| 266 | .kernel_size(3, 3) |
| 267 | .group_input_channels(15) |
| 268 | .group_output_channels(17) |
| 269 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 270 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 271 | } |
| 272 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 273 | TEST(CONVOLUTION_NHWC_Q8, 3x3_with_bottom_padding) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 274 | ConvolutionOperatorTester() |
| 275 | .input_size(13, 12) |
| 276 | .padding_bottom(1) |
| 277 | .kernel_size(3, 3) |
| 278 | .group_input_channels(15) |
| 279 | .group_output_channels(17) |
| 280 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 281 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 282 | } |
| 283 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 284 | TEST(CONVOLUTION_NHWC_Q8, 3x3_with_input_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 285 | ConvolutionOperatorTester() |
| 286 | .input_size(13, 12) |
| 287 | .padding(1) |
| 288 | .kernel_size(3, 3) |
| 289 | .input_pixel_stride(22) |
| 290 | .group_input_channels(15) |
| 291 | .group_output_channels(17) |
| 292 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 293 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 294 | } |
| 295 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 296 | TEST(CONVOLUTION_NHWC_Q8, 3x3_with_output_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 297 | ConvolutionOperatorTester() |
| 298 | .input_size(13, 12) |
| 299 | .padding(1) |
| 300 | .kernel_size(3, 3) |
| 301 | .output_pixel_stride(23) |
| 302 | .group_input_channels(15) |
| 303 | .group_output_channels(17) |
| 304 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 305 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 306 | } |
| 307 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 308 | TEST(CONVOLUTION_NHWC_Q8, 3x3_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 309 | ConvolutionOperatorTester() |
| 310 | .has_bias(false) |
| 311 | .input_size(10, 9) |
| 312 | .padding(1) |
| 313 | .kernel_size(3, 3) |
| 314 | .group_input_channels(15) |
| 315 | .group_output_channels(17) |
| 316 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 317 | .TestNHWCxQ8(); |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 318 | } |
| 319 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 320 | TEST(CONVOLUTION_NHWC_Q8, 3x3_with_batch) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 321 | ConvolutionOperatorTester() |
| 322 | .batch_size(3) |
| 323 | .input_size(10, 9) |
| 324 | .padding(1) |
| 325 | .kernel_size(3, 3) |
| 326 | .group_input_channels(15) |
| 327 | .group_output_channels(17) |
| 328 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 329 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 330 | } |
| 331 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 332 | TEST(CONVOLUTION_NHWC_Q8, grouped_3x3) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 333 | ConvolutionOperatorTester() |
| 334 | .input_size(10, 11) |
| 335 | .padding(1) |
| 336 | .kernel_size(3, 3) |
| 337 | .groups(2) |
| 338 | .group_input_channels(14) |
| 339 | .group_output_channels(13) |
| 340 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 341 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 342 | } |
| 343 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 344 | TEST(CONVOLUTION_NHWC_Q8, grouped_3x3_without_padding) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 345 | ConvolutionOperatorTester() |
| 346 | .input_size(13, 12) |
| 347 | .kernel_size(3, 3) |
| 348 | .group_input_channels(15) |
| 349 | .group_output_channels(17) |
| 350 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 351 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 352 | } |
| 353 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 354 | TEST(CONVOLUTION_NHWC_Q8, grouped_3x3_with_left_padding) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 355 | ConvolutionOperatorTester() |
| 356 | .input_size(10, 11) |
| 357 | .padding_left(1) |
| 358 | .kernel_size(3, 3) |
| 359 | .groups(2) |
| 360 | .group_input_channels(14) |
| 361 | .group_output_channels(13) |
| 362 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 363 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 364 | } |
| 365 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 366 | TEST(CONVOLUTION_NHWC_Q8, grouped_3x3_with_right_padding) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 367 | ConvolutionOperatorTester() |
| 368 | .input_size(10, 11) |
| 369 | .padding_right(1) |
| 370 | .kernel_size(3, 3) |
| 371 | .groups(2) |
| 372 | .group_input_channels(14) |
| 373 | .group_output_channels(13) |
| 374 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 375 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 376 | } |
| 377 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 378 | TEST(CONVOLUTION_NHWC_Q8, grouped_3x3_with_top_padding) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 379 | ConvolutionOperatorTester() |
| 380 | .input_size(10, 11) |
| 381 | .padding_top(1) |
| 382 | .kernel_size(3, 3) |
| 383 | .groups(2) |
| 384 | .group_input_channels(14) |
| 385 | .group_output_channels(13) |
| 386 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 387 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 388 | } |
| 389 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 390 | TEST(CONVOLUTION_NHWC_Q8, grouped_3x3_with_bottom_padding) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 391 | ConvolutionOperatorTester() |
| 392 | .input_size(10, 11) |
| 393 | .padding_bottom(1) |
| 394 | .kernel_size(3, 3) |
| 395 | .groups(2) |
| 396 | .group_input_channels(14) |
| 397 | .group_output_channels(13) |
| 398 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 399 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 400 | } |
| 401 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 402 | TEST(CONVOLUTION_NHWC_Q8, grouped_3x3_with_input_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 403 | ConvolutionOperatorTester() |
| 404 | .input_size(10, 11) |
| 405 | .padding(1) |
| 406 | .kernel_size(3, 3) |
| 407 | .groups(2) |
| 408 | .input_pixel_stride(29) |
| 409 | .group_input_channels(14) |
| 410 | .group_output_channels(13) |
| 411 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 412 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 413 | } |
| 414 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 415 | TEST(CONVOLUTION_NHWC_Q8, grouped_3x3_with_output_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 416 | ConvolutionOperatorTester() |
| 417 | .input_size(10, 11) |
| 418 | .padding(1) |
| 419 | .kernel_size(3, 3) |
| 420 | .groups(2) |
| 421 | .output_pixel_stride(31) |
| 422 | .group_input_channels(14) |
| 423 | .group_output_channels(13) |
| 424 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 425 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 426 | } |
| 427 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 428 | TEST(CONVOLUTION_NHWC_Q8, grouped_3x3_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 429 | ConvolutionOperatorTester() |
| 430 | .has_bias(false) |
| 431 | .input_size(10, 11) |
| 432 | .padding(1) |
| 433 | .kernel_size(3, 3) |
| 434 | .groups(2) |
| 435 | .group_input_channels(14) |
| 436 | .group_output_channels(13) |
| 437 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 438 | .TestNHWCxQ8(); |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 439 | } |
| 440 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 441 | TEST(CONVOLUTION_NHWC_Q8, grouped_3x3_with_batch) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 442 | ConvolutionOperatorTester() |
| 443 | .batch_size(3) |
| 444 | .input_size(10, 11) |
| 445 | .padding(1) |
| 446 | .kernel_size(3, 3) |
| 447 | .groups(2) |
| 448 | .group_input_channels(14) |
| 449 | .group_output_channels(13) |
| 450 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 451 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 452 | } |
| 453 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 454 | TEST(CONVOLUTION_NHWC_Q8, 3x3s2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 455 | ConvolutionOperatorTester() |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 456 | .input_size(14, 13) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 457 | .padding(1) |
| 458 | .kernel_size(3, 3) |
| 459 | .subsampling(2) |
| 460 | .group_input_channels(27) |
| 461 | .group_output_channels(19) |
| 462 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 463 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 464 | } |
| 465 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 466 | TEST(CONVOLUTION_NHWC_Q8, 3x3s2_with_tf_same_padding) { |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 467 | for (size_t input_height = 13; input_height <= 14; input_height++) { |
| 468 | for (size_t input_width = 13; input_width <= 14; input_width++) { |
| 469 | ConvolutionOperatorTester() |
| 470 | .input_size(input_height, input_width) |
| 471 | .padding_tf_same(true) |
| 472 | .kernel_size(3, 3) |
| 473 | .subsampling(2) |
| 474 | .group_input_channels(27) |
| 475 | .group_output_channels(19) |
| 476 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 477 | .TestNHWCxQ8(); |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 478 | } |
| 479 | } |
| 480 | } |
| 481 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 482 | TEST(CONVOLUTION_NHWC_Q8, 3x3s1x2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 483 | ConvolutionOperatorTester() |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 484 | .input_size(14, 13) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 485 | .padding(1) |
| 486 | .kernel_size(3, 3) |
| 487 | .subsampling(1, 2) |
| 488 | .group_input_channels(27) |
| 489 | .group_output_channels(19) |
| 490 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 491 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 492 | } |
| 493 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 494 | TEST(CONVOLUTION_NHWC_Q8, 3x3s1x2_with_tf_same_padding) { |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 495 | for (size_t input_height = 13; input_height <= 14; input_height++) { |
| 496 | for (size_t input_width = 13; input_width <= 14; input_width++) { |
| 497 | ConvolutionOperatorTester() |
| 498 | .input_size(input_height, input_width) |
| 499 | .padding_tf_same(true) |
| 500 | .kernel_size(3, 3) |
| 501 | .subsampling(1, 2) |
| 502 | .group_input_channels(27) |
| 503 | .group_output_channels(19) |
| 504 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 505 | .TestNHWCxQ8(); |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 506 | } |
| 507 | } |
| 508 | } |
| 509 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 510 | TEST(CONVOLUTION_NHWC_Q8, 3x3s2x1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 511 | ConvolutionOperatorTester() |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 512 | .input_size(14, 13) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 513 | .padding(1) |
| 514 | .kernel_size(3, 3) |
| 515 | .subsampling(2, 1) |
| 516 | .group_input_channels(27) |
| 517 | .group_output_channels(19) |
| 518 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 519 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 520 | } |
| 521 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 522 | TEST(CONVOLUTION_NHWC_Q8, 3x3s2x1_with_tf_same_padding) { |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 523 | for (size_t input_height = 13; input_height <= 14; input_height++) { |
| 524 | for (size_t input_width = 13; input_width <= 14; input_width++) { |
| 525 | ConvolutionOperatorTester() |
| 526 | .input_size(input_height, input_width) |
| 527 | .padding_tf_same(true) |
| 528 | .kernel_size(3, 3) |
| 529 | .subsampling(2, 1) |
| 530 | .group_input_channels(27) |
| 531 | .group_output_channels(19) |
| 532 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 533 | .TestNHWCxQ8(); |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 534 | } |
| 535 | } |
| 536 | } |
| 537 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 538 | TEST(CONVOLUTION_NHWC_Q8, 3x3d2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 539 | ConvolutionOperatorTester() |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 540 | .input_size(14, 13) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 541 | .padding(2) |
| 542 | .kernel_size(3, 3) |
| 543 | .dilation(2) |
| 544 | .group_input_channels(27) |
| 545 | .group_output_channels(19) |
| 546 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 547 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 548 | } |
| 549 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 550 | TEST(CONVOLUTION_NHWC_Q8, 3x3d1x2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 551 | ConvolutionOperatorTester() |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 552 | .input_size(14, 13) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 553 | .padding(1, 2) |
| 554 | .kernel_size(3, 3) |
| 555 | .dilation(1, 2) |
| 556 | .group_input_channels(27) |
| 557 | .group_output_channels(19) |
| 558 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 559 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 560 | } |
| 561 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 562 | TEST(CONVOLUTION_NHWC_Q8, 3x3d2x1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 563 | ConvolutionOperatorTester() |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 564 | .input_size(14, 13) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 565 | .padding(2, 1) |
| 566 | .kernel_size(3, 3) |
| 567 | .dilation(2, 1) |
| 568 | .group_input_channels(27) |
| 569 | .group_output_channels(19) |
| 570 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 571 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 572 | } |
| 573 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 574 | TEST(CONVOLUTION_NHWC_Q8, depthwise_3x3) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 575 | ConvolutionOperatorTester() |
| 576 | .input_size(15, 14) |
| 577 | .padding(1, 1) |
| 578 | .kernel_size(3, 3) |
| 579 | .groups(27) |
| 580 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 581 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 582 | } |
| 583 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 584 | TEST(CONVOLUTION_NHWC_Q8, depthwise_3x3_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 585 | ConvolutionOperatorTester() |
| 586 | .has_bias(false) |
| 587 | .input_size(15, 14) |
| 588 | .padding(1, 1) |
| 589 | .kernel_size(3, 3) |
| 590 | .groups(27) |
| 591 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 592 | .TestNHWCxQ8(); |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 593 | } |
| 594 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 595 | TEST(CONVOLUTION_NHWC_Q8, depthwise_3x3s2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 596 | ConvolutionOperatorTester() |
| 597 | .input_size(15, 14) |
| 598 | .padding(1, 1) |
| 599 | .kernel_size(3, 3) |
| 600 | .subsampling(2) |
| 601 | .groups(27) |
| 602 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 603 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 604 | } |
| 605 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 606 | TEST(CONVOLUTION_NHWC_Q8, depthwise_3x3s2_with_tf_same_padding) { |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 607 | for (size_t input_height = 14; input_height <= 15; input_height++) { |
| 608 | for (size_t input_width = 14; input_width <= 15; input_width++) { |
| 609 | ConvolutionOperatorTester() |
| 610 | .input_size(input_height, input_width) |
| 611 | .padding_tf_same(true) |
| 612 | .kernel_size(3, 3) |
| 613 | .subsampling(2) |
| 614 | .groups(27) |
| 615 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 616 | .TestNHWCxQ8(); |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 617 | } |
| 618 | } |
| 619 | } |
| 620 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 621 | TEST(CONVOLUTION_NHWC_Q8, depthwise_3x3s1x2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 622 | ConvolutionOperatorTester() |
| 623 | .input_size(15, 14) |
| 624 | .padding(1, 1) |
| 625 | .kernel_size(3, 3) |
| 626 | .subsampling(1, 2) |
| 627 | .groups(27) |
| 628 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 629 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 630 | } |
| 631 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 632 | TEST(CONVOLUTION_NHWC_Q8, depthwise_3x3s1x2_with_tf_same_padding) { |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 633 | for (size_t input_height = 14; input_height <= 15; input_height++) { |
| 634 | for (size_t input_width = 14; input_width <= 15; input_width++) { |
| 635 | ConvolutionOperatorTester() |
| 636 | .input_size(input_height, input_width) |
| 637 | .padding_tf_same(true) |
| 638 | .kernel_size(3, 3) |
| 639 | .subsampling(1, 2) |
| 640 | .groups(27) |
| 641 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 642 | .TestNHWCxQ8(); |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 643 | } |
| 644 | } |
| 645 | } |
| 646 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 647 | TEST(CONVOLUTION_NHWC_Q8, depthwise_3x3s2x1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 648 | ConvolutionOperatorTester() |
| 649 | .input_size(15, 14) |
| 650 | .padding(1, 1) |
| 651 | .kernel_size(3, 3) |
| 652 | .subsampling(2, 1) |
| 653 | .groups(27) |
| 654 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 655 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 656 | } |
| 657 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 658 | TEST(CONVOLUTION_NHWC_Q8, depthwise_3x3s2x1_with_tf_same_padding) { |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 659 | for (size_t input_height = 14; input_height <= 15; input_height++) { |
| 660 | for (size_t input_width = 14; input_width <= 15; input_width++) { |
| 661 | ConvolutionOperatorTester() |
| 662 | .input_size(input_height, input_width) |
| 663 | .padding_tf_same(true) |
| 664 | .kernel_size(3, 3) |
| 665 | .subsampling(2, 1) |
| 666 | .groups(27) |
| 667 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 668 | .TestNHWCxQ8(); |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 669 | } |
| 670 | } |
| 671 | } |
| 672 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 673 | TEST(CONVOLUTION_NHWC_Q8, depthwise_3x3d2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 674 | ConvolutionOperatorTester() |
| 675 | .input_size(15, 14) |
| 676 | .padding(1, 1) |
| 677 | .kernel_size(3, 3) |
| 678 | .dilation(2) |
| 679 | .groups(27) |
| 680 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 681 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 682 | } |
| 683 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 684 | TEST(CONVOLUTION_NHWC_Q8, depthwise_3x3d1x2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 685 | ConvolutionOperatorTester() |
| 686 | .input_size(15, 14) |
| 687 | .padding(1, 1) |
| 688 | .kernel_size(3, 3) |
| 689 | .dilation(1, 2) |
| 690 | .groups(27) |
| 691 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 692 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 693 | } |
| 694 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 695 | TEST(CONVOLUTION_NHWC_Q8, depthwise_3x3d2x1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 696 | ConvolutionOperatorTester() |
| 697 | .input_size(15, 14) |
| 698 | .padding(1, 1) |
| 699 | .kernel_size(3, 3) |
| 700 | .dilation(2, 1) |
| 701 | .groups(27) |
| 702 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 703 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 704 | } |
| 705 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 706 | TEST(DEPTHWISE_CONVOLUTION_NHWC_Q8, 1x1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 707 | ConvolutionOperatorTester() |
| 708 | .depthwise_layout(true) |
| 709 | .input_size(15, 14) |
| 710 | .kernel_size(1, 1) |
| 711 | .groups(24) |
| 712 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 713 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 714 | } |
| 715 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 716 | TEST(DEPTHWISE_CONVOLUTION_NHWC_Q8, 1x1_with_depth_multiplier) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 717 | ConvolutionOperatorTester() |
| 718 | .depthwise_layout(true) |
| 719 | .input_size(15, 14) |
| 720 | .kernel_size(1, 1) |
| 721 | .groups(24) |
| 722 | .group_output_channels(3) |
| 723 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 724 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 725 | } |
| 726 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 727 | TEST(DEPTHWISE_CONVOLUTION_NHWC_Q8, 1x1_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 728 | ConvolutionOperatorTester() |
| 729 | .depthwise_layout(true) |
| 730 | .has_bias(false) |
| 731 | .input_size(15, 14) |
| 732 | .kernel_size(1, 1) |
| 733 | .groups(24) |
| 734 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 735 | .TestNHWCxQ8(); |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 736 | } |
| 737 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 738 | TEST(DEPTHWISE_CONVOLUTION_NHWC_Q8, 3x3) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 739 | ConvolutionOperatorTester() |
| 740 | .depthwise_layout(true) |
| 741 | .input_size(15, 14) |
| 742 | .padding(1, 1) |
| 743 | .kernel_size(3, 3) |
| 744 | .groups(24) |
| 745 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 746 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 747 | } |
| 748 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 749 | TEST(DEPTHWISE_CONVOLUTION_NHWC_Q8, 3x3_with_depth_multiplier) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 750 | ConvolutionOperatorTester() |
| 751 | .depthwise_layout(true) |
| 752 | .input_size(15, 14) |
| 753 | .padding(1, 1) |
| 754 | .kernel_size(3, 3) |
| 755 | .groups(24) |
| 756 | .group_output_channels(3) |
| 757 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 758 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 759 | } |
| 760 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 761 | TEST(DEPTHWISE_CONVOLUTION_NHWC_Q8, 3x3_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 762 | ConvolutionOperatorTester() |
| 763 | .depthwise_layout(true) |
| 764 | .has_bias(false) |
| 765 | .input_size(15, 14) |
| 766 | .padding(1, 1) |
| 767 | .kernel_size(3, 3) |
| 768 | .groups(24) |
| 769 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 770 | .TestNHWCxQ8(); |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 771 | } |
| 772 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 773 | TEST(DEPTHWISE_CONVOLUTION_NHWC_Q8, 3x3s2_with_tf_same_padding) { |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 774 | for (size_t input_height = 14; input_height <= 15; input_height++) { |
| 775 | for (size_t input_width = 14; input_width <= 15; input_width++) { |
| 776 | ConvolutionOperatorTester() |
| 777 | .depthwise_layout(true) |
| 778 | .input_size(input_height, input_width) |
| 779 | .padding_tf_same(true) |
| 780 | .kernel_size(3, 3) |
| 781 | .groups(24) |
| 782 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 783 | .TestNHWCxQ8(); |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 784 | } |
| 785 | } |
| 786 | } |
| 787 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 788 | TEST(DEPTHWISE_CONVOLUTION_NHWC_Q8, 5x5) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 789 | ConvolutionOperatorTester() |
| 790 | .depthwise_layout(true) |
| 791 | .input_size(15, 14) |
| 792 | .padding(2, 2) |
| 793 | .kernel_size(5, 5) |
| 794 | .groups(24) |
| 795 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 796 | .TestNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 797 | } |
| 798 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 799 | TEST(DEPTHWISE_CONVOLUTION_NHWC_Q8, 5x5_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 800 | ConvolutionOperatorTester() |
| 801 | .depthwise_layout(true) |
| 802 | .has_bias(false) |
| 803 | .input_size(15, 14) |
| 804 | .padding(2, 2) |
| 805 | .kernel_size(5, 5) |
| 806 | .groups(24) |
| 807 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 808 | .TestNHWCxQ8(); |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 809 | } |
| 810 | |
Marat Dukhan | 202eed0 | 2019-11-20 16:21:10 -0800 | [diff] [blame] | 811 | TEST(CONVOLUTION_NHWC_Q8, setup_changing_input_buffer) { |
| 812 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
| 813 | ConvolutionOperatorTester() |
| 814 | .batch_size(3) |
| 815 | .input_height(8) |
| 816 | .input_width(8) |
| 817 | .kernel_height(5) |
| 818 | .kernel_width(3) |
| 819 | .group_input_channels(15) |
| 820 | .group_output_channels(17) |
| 821 | .TestSetupNHWCxQ8(); |
| 822 | } |
| 823 | |
| 824 | TEST(CONVOLUTION_NHWC_Q8, setup_changing_input_buffer_grouped) { |
| 825 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
| 826 | ConvolutionOperatorTester() |
| 827 | .batch_size(3) |
| 828 | .input_height(8) |
| 829 | .input_width(8) |
| 830 | .kernel_height(5) |
| 831 | .kernel_width(3) |
| 832 | .groups(2) |
| 833 | .group_input_channels(15) |
| 834 | .group_output_channels(17) |
| 835 | .TestSetupNHWCxQ8(); |
| 836 | } |
| 837 | |
| 838 | TEST(CONVOLUTION_NHWC_Q8, setup_changing_input_buffer_depthwise) { |
| 839 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
| 840 | ConvolutionOperatorTester() |
| 841 | .batch_size(3) |
| 842 | .input_height(8) |
| 843 | .input_width(8) |
| 844 | .kernel_height(3) |
| 845 | .kernel_width(3) |
| 846 | .groups(19) |
| 847 | .group_input_channels(1) |
| 848 | .group_output_channels(1) |
| 849 | .TestSetupNHWCxQ8(); |
| 850 | } |
| 851 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 852 | TEST(CONVOLUTION_NHWC_Q8, setup_increasing_batch) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 853 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 854 | ConvolutionOperatorTester() |
| 855 | .batch_size(3) |
| 856 | .next_batch_size(5) |
| 857 | .input_height(8) |
| 858 | .input_width(8) |
| 859 | .kernel_height(5) |
| 860 | .kernel_width(3) |
| 861 | .group_input_channels(15) |
| 862 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 863 | .TestSetupNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 864 | } |
| 865 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 866 | TEST(CONVOLUTION_NHWC_Q8, setup_increasing_batch_grouped) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 867 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 868 | ConvolutionOperatorTester() |
| 869 | .batch_size(3) |
| 870 | .next_batch_size(5) |
| 871 | .input_height(8) |
| 872 | .input_width(8) |
| 873 | .kernel_height(5) |
| 874 | .kernel_width(3) |
| 875 | .groups(2) |
| 876 | .group_input_channels(15) |
| 877 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 878 | .TestSetupNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 879 | } |
| 880 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 881 | TEST(CONVOLUTION_NHWC_Q8, setup_increasing_batch_depthwise) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 882 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 883 | ConvolutionOperatorTester() |
| 884 | .batch_size(3) |
| 885 | .next_batch_size(5) |
| 886 | .input_height(8) |
| 887 | .input_width(8) |
| 888 | .kernel_height(3) |
| 889 | .kernel_width(3) |
| 890 | .groups(19) |
| 891 | .group_input_channels(1) |
| 892 | .group_output_channels(1) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 893 | .TestSetupNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 894 | } |
| 895 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 896 | TEST(CONVOLUTION_NHWC_Q8, setup_decreasing_batch) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 897 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 898 | ConvolutionOperatorTester() |
| 899 | .batch_size(5) |
| 900 | .next_batch_size(3) |
| 901 | .input_height(8) |
| 902 | .input_width(8) |
| 903 | .kernel_height(5) |
| 904 | .kernel_width(3) |
| 905 | .group_input_channels(15) |
| 906 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 907 | .TestSetupNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 908 | } |
| 909 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 910 | TEST(CONVOLUTION_NHWC_Q8, setup_decreasing_batch_grouped) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 911 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 912 | ConvolutionOperatorTester() |
| 913 | .batch_size(5) |
| 914 | .next_batch_size(3) |
| 915 | .input_height(8) |
| 916 | .input_width(8) |
| 917 | .kernel_height(5) |
| 918 | .kernel_width(3) |
| 919 | .groups(2) |
| 920 | .group_input_channels(15) |
| 921 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 922 | .TestSetupNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 923 | } |
| 924 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 925 | TEST(CONVOLUTION_NHWC_Q8, setup_decreasing_batch_depthwise) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 926 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 927 | ConvolutionOperatorTester() |
| 928 | .batch_size(5) |
| 929 | .next_batch_size(3) |
| 930 | .input_height(8) |
| 931 | .input_width(8) |
| 932 | .kernel_height(3) |
| 933 | .kernel_width(3) |
| 934 | .groups(19) |
| 935 | .group_input_channels(1) |
| 936 | .group_output_channels(1) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 937 | .TestSetupNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 938 | } |
| 939 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 940 | TEST(CONVOLUTION_NHWC_Q8, setup_changing_height) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 941 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 942 | ConvolutionOperatorTester() |
| 943 | .batch_size(3) |
| 944 | .input_height(8) |
| 945 | .input_width(8) |
| 946 | .next_input_height(9) |
| 947 | .kernel_height(5) |
| 948 | .kernel_width(3) |
| 949 | .group_input_channels(15) |
| 950 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 951 | .TestSetupNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 952 | ConvolutionOperatorTester() |
| 953 | .batch_size(3) |
| 954 | .input_height(8) |
| 955 | .input_width(8) |
| 956 | .next_input_height(7) |
| 957 | .kernel_height(5) |
| 958 | .kernel_width(3) |
| 959 | .group_input_channels(15) |
| 960 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 961 | .TestSetupNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 962 | } |
| 963 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 964 | TEST(CONVOLUTION_NHWC_Q8, setup_changing_height_grouped) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 965 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 966 | ConvolutionOperatorTester() |
| 967 | .batch_size(3) |
| 968 | .input_height(8) |
| 969 | .input_width(8) |
| 970 | .next_input_height(9) |
| 971 | .kernel_height(5) |
| 972 | .kernel_width(3) |
| 973 | .groups(2) |
| 974 | .group_input_channels(15) |
| 975 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 976 | .TestSetupNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 977 | ConvolutionOperatorTester() |
| 978 | .batch_size(3) |
| 979 | .input_height(8) |
| 980 | .input_width(8) |
| 981 | .next_input_height(7) |
| 982 | .kernel_height(5) |
| 983 | .kernel_width(3) |
| 984 | .groups(2) |
| 985 | .group_input_channels(15) |
| 986 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 987 | .TestSetupNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 988 | } |
| 989 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 990 | TEST(CONVOLUTION_NHWC_Q8, setup_changing_height_depthwise) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 991 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 992 | ConvolutionOperatorTester() |
| 993 | .batch_size(3) |
| 994 | .input_height(8) |
| 995 | .input_width(8) |
| 996 | .next_input_height(9) |
| 997 | .kernel_height(3) |
| 998 | .kernel_width(3) |
| 999 | .groups(19) |
| 1000 | .group_input_channels(1) |
| 1001 | .group_output_channels(1) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1002 | .TestSetupNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1003 | ConvolutionOperatorTester() |
| 1004 | .batch_size(3) |
| 1005 | .input_height(8) |
| 1006 | .input_width(8) |
| 1007 | .next_input_height(7) |
| 1008 | .kernel_height(3) |
| 1009 | .kernel_width(3) |
| 1010 | .groups(19) |
| 1011 | .group_input_channels(1) |
| 1012 | .group_output_channels(1) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1013 | .TestSetupNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1014 | } |
| 1015 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1016 | TEST(CONVOLUTION_NHWC_Q8, setup_changing_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1017 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1018 | ConvolutionOperatorTester() |
| 1019 | .batch_size(3) |
| 1020 | .input_height(8) |
| 1021 | .input_width(8) |
| 1022 | .next_input_width(9) |
| 1023 | .kernel_height(5) |
| 1024 | .kernel_width(3) |
| 1025 | .group_input_channels(15) |
| 1026 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1027 | .TestSetupNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1028 | ConvolutionOperatorTester() |
| 1029 | .batch_size(3) |
| 1030 | .input_height(8) |
| 1031 | .input_width(8) |
| 1032 | .next_input_width(7) |
| 1033 | .kernel_height(5) |
| 1034 | .kernel_width(3) |
| 1035 | .group_input_channels(15) |
| 1036 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1037 | .TestSetupNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1038 | } |
| 1039 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1040 | TEST(CONVOLUTION_NHWC_Q8, setup_changing_width_grouped) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1041 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1042 | ConvolutionOperatorTester() |
| 1043 | .batch_size(3) |
| 1044 | .input_height(8) |
| 1045 | .input_width(8) |
| 1046 | .next_input_width(9) |
| 1047 | .kernel_height(5) |
| 1048 | .kernel_width(3) |
| 1049 | .groups(2) |
| 1050 | .group_input_channels(15) |
| 1051 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1052 | .TestSetupNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1053 | ConvolutionOperatorTester() |
| 1054 | .batch_size(3) |
| 1055 | .input_height(8) |
| 1056 | .input_width(8) |
| 1057 | .next_input_width(7) |
| 1058 | .kernel_height(5) |
| 1059 | .kernel_width(3) |
| 1060 | .groups(2) |
| 1061 | .group_input_channels(15) |
| 1062 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1063 | .TestSetupNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1064 | } |
| 1065 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1066 | TEST(CONVOLUTION_NHWC_Q8, setup_changing_width_depthwise) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1067 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1068 | ConvolutionOperatorTester() |
| 1069 | .batch_size(3) |
| 1070 | .input_height(8) |
| 1071 | .input_width(8) |
| 1072 | .next_input_width(9) |
| 1073 | .kernel_height(3) |
| 1074 | .kernel_width(3) |
| 1075 | .groups(19) |
| 1076 | .group_input_channels(1) |
| 1077 | .group_output_channels(1) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1078 | .TestSetupNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1079 | ConvolutionOperatorTester() |
| 1080 | .batch_size(3) |
| 1081 | .input_height(8) |
| 1082 | .input_width(8) |
| 1083 | .next_input_width(7) |
| 1084 | .kernel_height(3) |
| 1085 | .kernel_width(3) |
| 1086 | .groups(19) |
| 1087 | .group_input_channels(1) |
| 1088 | .group_output_channels(1) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1089 | .TestSetupNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1090 | } |
| 1091 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1092 | TEST(CONVOLUTION_NHWC_Q8, setup_swap_height_and_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1093 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1094 | ConvolutionOperatorTester() |
| 1095 | .batch_size(3) |
| 1096 | .input_height(9) |
| 1097 | .input_width(8) |
| 1098 | .next_input_height(8) |
| 1099 | .next_input_width(9) |
| 1100 | .kernel_height(5) |
| 1101 | .kernel_width(3) |
| 1102 | .group_input_channels(15) |
| 1103 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1104 | .TestSetupNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1105 | } |
| 1106 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1107 | TEST(CONVOLUTION_NHWC_Q8, setup_swap_height_and_width_grouped) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1108 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1109 | ConvolutionOperatorTester() |
| 1110 | .batch_size(3) |
| 1111 | .input_height(9) |
| 1112 | .input_width(8) |
| 1113 | .next_input_height(8) |
| 1114 | .next_input_width(9) |
| 1115 | .kernel_height(5) |
| 1116 | .kernel_width(3) |
| 1117 | .groups(2) |
| 1118 | .group_input_channels(15) |
| 1119 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1120 | .TestSetupNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1121 | } |
| 1122 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1123 | TEST(CONVOLUTION_NHWC_Q8, setup_swap_height_and_width_depthwise) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1124 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1125 | ConvolutionOperatorTester() |
| 1126 | .batch_size(3) |
| 1127 | .input_height(9) |
| 1128 | .input_width(8) |
| 1129 | .next_input_height(8) |
| 1130 | .next_input_width(9) |
| 1131 | .kernel_height(3) |
| 1132 | .kernel_width(3) |
| 1133 | .groups(19) |
| 1134 | .group_input_channels(1) |
| 1135 | .group_output_channels(1) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1136 | .TestSetupNHWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1137 | } |
| 1138 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1139 | TEST(CONVOLUTION_NHWC_F32, 1x1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1140 | ConvolutionOperatorTester() |
| 1141 | .input_size(27, 29) |
| 1142 | .kernel_size(1, 1) |
| 1143 | .group_input_channels(23) |
| 1144 | .group_output_channels(19) |
| 1145 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1146 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1147 | } |
| 1148 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1149 | TEST(CONVOLUTION_NHWC_F32, 1x1_with_qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1150 | ConvolutionOperatorTester() |
| 1151 | .input_size(27, 29) |
| 1152 | .kernel_size(1, 1) |
| 1153 | .group_input_channels(23) |
| 1154 | .group_output_channels(19) |
| 1155 | .qmin(128) |
| 1156 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1157 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1158 | } |
| 1159 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1160 | TEST(CONVOLUTION_NHWC_F32, 1x1_with_qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1161 | ConvolutionOperatorTester() |
| 1162 | .input_size(27, 29) |
| 1163 | .kernel_size(1, 1) |
| 1164 | .group_input_channels(23) |
| 1165 | .group_output_channels(19) |
| 1166 | .qmax(128) |
| 1167 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1168 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1169 | } |
| 1170 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1171 | TEST(CONVOLUTION_NHWC_F32, 1x1_with_input_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1172 | ConvolutionOperatorTester() |
| 1173 | .input_size(27, 29) |
| 1174 | .kernel_size(1, 1) |
| 1175 | .input_pixel_stride(28) |
| 1176 | .group_input_channels(23) |
| 1177 | .group_output_channels(19) |
| 1178 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1179 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1180 | } |
| 1181 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1182 | TEST(CONVOLUTION_NHWC_F32, 1x1_with_output_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1183 | ConvolutionOperatorTester() |
| 1184 | .input_size(27, 29) |
| 1185 | .kernel_size(1, 1) |
| 1186 | .output_pixel_stride(29) |
| 1187 | .group_input_channels(23) |
| 1188 | .group_output_channels(19) |
| 1189 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1190 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1191 | } |
| 1192 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1193 | TEST(CONVOLUTION_NHWC_F32, 1x1_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 1194 | ConvolutionOperatorTester() |
| 1195 | .has_bias(false) |
| 1196 | .input_size(13, 14) |
| 1197 | .kernel_size(1, 1) |
| 1198 | .group_input_channels(23) |
| 1199 | .group_output_channels(19) |
| 1200 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1201 | .TestNHWCxF32(); |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 1202 | } |
| 1203 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1204 | TEST(CONVOLUTION_NHWC_F32, 1x1_with_batch) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1205 | ConvolutionOperatorTester() |
| 1206 | .batch_size(3) |
| 1207 | .input_size(13, 14) |
| 1208 | .kernel_size(1, 1) |
| 1209 | .group_input_channels(23) |
| 1210 | .group_output_channels(19) |
| 1211 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1212 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1213 | } |
| 1214 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1215 | TEST(CONVOLUTION_NHWC_F32, grouped_1x1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1216 | ConvolutionOperatorTester() |
| 1217 | .input_size(24, 25) |
| 1218 | .kernel_size(1, 1) |
| 1219 | .groups(2) |
| 1220 | .group_input_channels(17) |
| 1221 | .group_output_channels(19) |
| 1222 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1223 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1224 | } |
| 1225 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1226 | TEST(CONVOLUTION_NHWC_F32, grouped_1x1_with_qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1227 | ConvolutionOperatorTester() |
| 1228 | .input_size(24, 25) |
| 1229 | .kernel_size(1, 1) |
| 1230 | .groups(2) |
| 1231 | .group_input_channels(17) |
| 1232 | .group_output_channels(19) |
| 1233 | .qmin(128) |
| 1234 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1235 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1236 | } |
| 1237 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1238 | TEST(CONVOLUTION_NHWC_F32, grouped_1x1_with_qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1239 | ConvolutionOperatorTester() |
| 1240 | .input_size(24, 25) |
| 1241 | .kernel_size(1, 1) |
| 1242 | .groups(2) |
| 1243 | .group_input_channels(17) |
| 1244 | .group_output_channels(19) |
| 1245 | .qmax(128) |
| 1246 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1247 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1248 | } |
| 1249 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1250 | TEST(CONVOLUTION_NHWC_F32, grouped_1x1_with_input_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1251 | ConvolutionOperatorTester() |
| 1252 | .input_size(24, 25) |
| 1253 | .kernel_size(1, 1) |
| 1254 | .groups(2) |
| 1255 | .input_pixel_stride(37) |
| 1256 | .group_input_channels(17) |
| 1257 | .group_output_channels(19) |
| 1258 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1259 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1260 | } |
| 1261 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1262 | TEST(CONVOLUTION_NHWC_F32, grouped_1x1_with_output_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1263 | ConvolutionOperatorTester() |
| 1264 | .input_size(24, 25) |
| 1265 | .kernel_size(1, 1) |
| 1266 | .groups(2) |
| 1267 | .output_pixel_stride(41) |
| 1268 | .group_input_channels(17) |
| 1269 | .group_output_channels(19) |
| 1270 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1271 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1272 | } |
| 1273 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1274 | TEST(CONVOLUTION_NHWC_F32, grouped_1x1_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 1275 | ConvolutionOperatorTester() |
| 1276 | .has_bias(false) |
| 1277 | .input_size(24, 25) |
| 1278 | .kernel_size(1, 1) |
| 1279 | .groups(2) |
| 1280 | .group_input_channels(17) |
| 1281 | .group_output_channels(19) |
| 1282 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1283 | .TestNHWCxF32(); |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 1284 | } |
| 1285 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1286 | TEST(CONVOLUTION_NHWC_F32, grouped_1x1_with_batch) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1287 | ConvolutionOperatorTester() |
| 1288 | .batch_size(3) |
| 1289 | .input_size(24, 25) |
| 1290 | .kernel_size(1, 1) |
| 1291 | .groups(2) |
| 1292 | .group_input_channels(17) |
| 1293 | .group_output_channels(19) |
| 1294 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1295 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1296 | } |
| 1297 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1298 | TEST(CONVOLUTION_NHWC_F32, unioutput_1x1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1299 | ConvolutionOperatorTester() |
| 1300 | .input_size(1, 1) |
| 1301 | .kernel_size(1, 1) |
| 1302 | .group_input_channels(23) |
| 1303 | .group_output_channels(19) |
| 1304 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1305 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1306 | } |
| 1307 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1308 | TEST(CONVOLUTION_NHWC_F32, unioutput_1x1_with_qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1309 | ConvolutionOperatorTester() |
| 1310 | .input_size(1, 1) |
| 1311 | .kernel_size(1, 1) |
| 1312 | .group_input_channels(23) |
| 1313 | .group_output_channels(19) |
| 1314 | .qmin(128) |
| 1315 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1316 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1317 | } |
| 1318 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1319 | TEST(CONVOLUTION_NHWC_F32, unioutput_1x1_with_qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1320 | ConvolutionOperatorTester() |
| 1321 | .input_size(1, 1) |
| 1322 | .kernel_size(1, 1) |
| 1323 | .group_input_channels(23) |
| 1324 | .group_output_channels(19) |
| 1325 | .qmax(128) |
| 1326 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1327 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1328 | } |
| 1329 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1330 | TEST(CONVOLUTION_NHWC_F32, unioutput_1x1_with_input_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1331 | ConvolutionOperatorTester() |
| 1332 | .input_size(1, 1) |
| 1333 | .kernel_size(1, 1) |
| 1334 | .input_pixel_stride(28) |
| 1335 | .group_input_channels(23) |
| 1336 | .group_output_channels(19) |
| 1337 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1338 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1339 | } |
| 1340 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1341 | TEST(CONVOLUTION_NHWC_F32, unioutput_1x1_with_output_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1342 | ConvolutionOperatorTester() |
| 1343 | .input_size(1, 1) |
| 1344 | .kernel_size(1, 1) |
| 1345 | .output_pixel_stride(29) |
| 1346 | .group_input_channels(23) |
| 1347 | .group_output_channels(19) |
| 1348 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1349 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1350 | } |
| 1351 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1352 | TEST(CONVOLUTION_NHWC_F32, unioutput_grouped_1x1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1353 | ConvolutionOperatorTester() |
| 1354 | .input_size(1, 1) |
| 1355 | .kernel_size(1, 1) |
| 1356 | .groups(2) |
| 1357 | .group_input_channels(17) |
| 1358 | .group_output_channels(13) |
| 1359 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1360 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1361 | } |
| 1362 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1363 | TEST(CONVOLUTION_NHWC_F32, unioutput_grouped_1x1_with_qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1364 | ConvolutionOperatorTester() |
| 1365 | .input_size(1, 1) |
| 1366 | .kernel_size(1, 1) |
| 1367 | .groups(2) |
| 1368 | .group_input_channels(17) |
| 1369 | .group_output_channels(13) |
| 1370 | .qmin(128) |
| 1371 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1372 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1373 | } |
| 1374 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1375 | TEST(CONVOLUTION_NHWC_F32, unioutput_grouped_1x1_with_qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1376 | ConvolutionOperatorTester() |
| 1377 | .input_size(1, 1) |
| 1378 | .kernel_size(1, 1) |
| 1379 | .groups(2) |
| 1380 | .group_input_channels(17) |
| 1381 | .group_output_channels(13) |
| 1382 | .qmax(128) |
| 1383 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1384 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1385 | } |
| 1386 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1387 | TEST(CONVOLUTION_NHWC_F32, unioutput_grouped_1x1_with_input_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1388 | ConvolutionOperatorTester() |
| 1389 | .input_size(1, 1) |
| 1390 | .kernel_size(1, 1) |
| 1391 | .groups(2) |
| 1392 | .input_pixel_stride(37) |
| 1393 | .group_input_channels(17) |
| 1394 | .group_output_channels(13) |
| 1395 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1396 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1397 | } |
| 1398 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1399 | TEST(CONVOLUTION_NHWC_F32, unioutput_grouped_1x1_with_output_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1400 | ConvolutionOperatorTester() |
| 1401 | .input_size(1, 1) |
| 1402 | .kernel_size(1, 1) |
| 1403 | .groups(2) |
| 1404 | .output_pixel_stride(41) |
| 1405 | .group_input_channels(17) |
| 1406 | .group_output_channels(13) |
| 1407 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1408 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1409 | } |
| 1410 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1411 | TEST(CONVOLUTION_NHWC_F32, 1x3) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1412 | ConvolutionOperatorTester() |
| 1413 | .input_size(20, 19) |
| 1414 | .padding_width(1) |
| 1415 | .kernel_size(1, 3) |
| 1416 | .group_input_channels(17) |
| 1417 | .group_output_channels(15) |
| 1418 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1419 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1420 | } |
| 1421 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1422 | TEST(CONVOLUTION_NHWC_F32, grouped_1x3) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1423 | ConvolutionOperatorTester() |
| 1424 | .input_size(20, 19) |
| 1425 | .padding_width(1) |
| 1426 | .kernel_size(1, 3) |
| 1427 | .groups(2) |
| 1428 | .group_input_channels(17) |
| 1429 | .group_output_channels(15) |
| 1430 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1431 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1432 | } |
| 1433 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1434 | TEST(CONVOLUTION_NHWC_F32, 3x1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1435 | ConvolutionOperatorTester() |
| 1436 | .input_size(19, 20) |
| 1437 | .padding_height(1) |
| 1438 | .kernel_size(3, 1) |
| 1439 | .group_input_channels(17) |
| 1440 | .group_output_channels(15) |
| 1441 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1442 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1443 | } |
| 1444 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1445 | TEST(CONVOLUTION_NHWC_F32, grouped_3x1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1446 | ConvolutionOperatorTester() |
| 1447 | .input_size(19, 20) |
| 1448 | .padding_height(1) |
| 1449 | .kernel_size(3, 1) |
| 1450 | .groups(2) |
| 1451 | .group_input_channels(17) |
| 1452 | .group_output_channels(15) |
| 1453 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1454 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1455 | } |
| 1456 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1457 | TEST(CONVOLUTION_NHWC_F32, 3x3) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1458 | ConvolutionOperatorTester() |
| 1459 | .input_size(13, 12) |
| 1460 | .padding(1) |
| 1461 | .kernel_size(3, 3) |
| 1462 | .group_input_channels(15) |
| 1463 | .group_output_channels(17) |
| 1464 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1465 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1466 | } |
| 1467 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1468 | TEST(CONVOLUTION_NHWC_F32, 3x3_without_padding) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1469 | ConvolutionOperatorTester() |
| 1470 | .input_size(13, 12) |
| 1471 | .kernel_size(3, 3) |
| 1472 | .group_input_channels(15) |
| 1473 | .group_output_channels(17) |
| 1474 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1475 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1476 | } |
| 1477 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1478 | TEST(CONVOLUTION_NHWC_F32, 3x3_with_left_padding) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1479 | ConvolutionOperatorTester() |
| 1480 | .input_size(13, 12) |
| 1481 | .padding_left(1) |
| 1482 | .kernel_size(3, 3) |
| 1483 | .group_input_channels(15) |
| 1484 | .group_output_channels(17) |
| 1485 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1486 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1487 | } |
| 1488 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1489 | TEST(CONVOLUTION_NHWC_F32, 3x3_with_right_padding) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1490 | ConvolutionOperatorTester() |
| 1491 | .input_size(13, 12) |
| 1492 | .padding_right(1) |
| 1493 | .kernel_size(3, 3) |
| 1494 | .group_input_channels(15) |
| 1495 | .group_output_channels(17) |
| 1496 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1497 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1498 | } |
| 1499 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1500 | TEST(CONVOLUTION_NHWC_F32, 3x3_with_top_padding) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1501 | ConvolutionOperatorTester() |
| 1502 | .input_size(13, 12) |
| 1503 | .padding_top(1) |
| 1504 | .kernel_size(3, 3) |
| 1505 | .group_input_channels(15) |
| 1506 | .group_output_channels(17) |
| 1507 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1508 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1509 | } |
| 1510 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1511 | TEST(CONVOLUTION_NHWC_F32, 3x3_with_bottom_padding) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1512 | ConvolutionOperatorTester() |
| 1513 | .input_size(13, 12) |
| 1514 | .padding_bottom(1) |
| 1515 | .kernel_size(3, 3) |
| 1516 | .group_input_channels(15) |
| 1517 | .group_output_channels(17) |
| 1518 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1519 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1520 | } |
| 1521 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1522 | TEST(CONVOLUTION_NHWC_F32, 3x3_with_input_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1523 | ConvolutionOperatorTester() |
| 1524 | .input_size(13, 12) |
| 1525 | .padding(1) |
| 1526 | .kernel_size(3, 3) |
| 1527 | .input_pixel_stride(22) |
| 1528 | .group_input_channels(15) |
| 1529 | .group_output_channels(17) |
| 1530 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1531 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1532 | } |
| 1533 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1534 | TEST(CONVOLUTION_NHWC_F32, 3x3_with_output_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1535 | ConvolutionOperatorTester() |
| 1536 | .input_size(13, 12) |
| 1537 | .padding(1) |
| 1538 | .kernel_size(3, 3) |
| 1539 | .output_pixel_stride(23) |
| 1540 | .group_input_channels(15) |
| 1541 | .group_output_channels(17) |
| 1542 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1543 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1544 | } |
| 1545 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1546 | TEST(CONVOLUTION_NHWC_F32, 3x3_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 1547 | ConvolutionOperatorTester() |
| 1548 | .has_bias(false) |
| 1549 | .input_size(10, 9) |
| 1550 | .padding(1) |
| 1551 | .kernel_size(3, 3) |
| 1552 | .group_input_channels(15) |
| 1553 | .group_output_channels(17) |
| 1554 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1555 | .TestNHWCxF32(); |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 1556 | } |
| 1557 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1558 | TEST(CONVOLUTION_NHWC_F32, 3x3_with_batch) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1559 | ConvolutionOperatorTester() |
| 1560 | .batch_size(3) |
| 1561 | .input_size(10, 9) |
| 1562 | .padding(1) |
| 1563 | .kernel_size(3, 3) |
| 1564 | .group_input_channels(15) |
| 1565 | .group_output_channels(17) |
| 1566 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1567 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1568 | } |
| 1569 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1570 | TEST(CONVOLUTION_NHWC_F32, grouped_3x3) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1571 | ConvolutionOperatorTester() |
| 1572 | .input_size(10, 11) |
| 1573 | .padding(1) |
| 1574 | .kernel_size(3, 3) |
| 1575 | .groups(2) |
| 1576 | .group_input_channels(14) |
| 1577 | .group_output_channels(13) |
| 1578 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1579 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1580 | } |
| 1581 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1582 | TEST(CONVOLUTION_NHWC_F32, grouped_3x3_without_padding) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1583 | ConvolutionOperatorTester() |
| 1584 | .input_size(13, 12) |
| 1585 | .kernel_size(3, 3) |
| 1586 | .group_input_channels(15) |
| 1587 | .group_output_channels(17) |
| 1588 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1589 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1590 | } |
| 1591 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1592 | TEST(CONVOLUTION_NHWC_F32, grouped_3x3_with_left_padding) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1593 | ConvolutionOperatorTester() |
| 1594 | .input_size(10, 11) |
| 1595 | .padding_left(1) |
| 1596 | .kernel_size(3, 3) |
| 1597 | .groups(2) |
| 1598 | .group_input_channels(14) |
| 1599 | .group_output_channels(13) |
| 1600 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1601 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1602 | } |
| 1603 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1604 | TEST(CONVOLUTION_NHWC_F32, grouped_3x3_with_right_padding) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1605 | ConvolutionOperatorTester() |
| 1606 | .input_size(10, 11) |
| 1607 | .padding_right(1) |
| 1608 | .kernel_size(3, 3) |
| 1609 | .groups(2) |
| 1610 | .group_input_channels(14) |
| 1611 | .group_output_channels(13) |
| 1612 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1613 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1614 | } |
| 1615 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1616 | TEST(CONVOLUTION_NHWC_F32, grouped_3x3_with_top_padding) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1617 | ConvolutionOperatorTester() |
| 1618 | .input_size(10, 11) |
| 1619 | .padding_top(1) |
| 1620 | .kernel_size(3, 3) |
| 1621 | .groups(2) |
| 1622 | .group_input_channels(14) |
| 1623 | .group_output_channels(13) |
| 1624 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1625 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1626 | } |
| 1627 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1628 | TEST(CONVOLUTION_NHWC_F32, grouped_3x3_with_bottom_padding) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1629 | ConvolutionOperatorTester() |
| 1630 | .input_size(10, 11) |
| 1631 | .padding_bottom(1) |
| 1632 | .kernel_size(3, 3) |
| 1633 | .groups(2) |
| 1634 | .group_input_channels(14) |
| 1635 | .group_output_channels(13) |
| 1636 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1637 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1638 | } |
| 1639 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1640 | TEST(CONVOLUTION_NHWC_F32, grouped_3x3_with_input_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1641 | ConvolutionOperatorTester() |
| 1642 | .input_size(10, 11) |
| 1643 | .padding(1) |
| 1644 | .kernel_size(3, 3) |
| 1645 | .groups(2) |
| 1646 | .input_pixel_stride(29) |
| 1647 | .group_input_channels(14) |
| 1648 | .group_output_channels(13) |
| 1649 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1650 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1651 | } |
| 1652 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1653 | TEST(CONVOLUTION_NHWC_F32, grouped_3x3_with_output_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1654 | ConvolutionOperatorTester() |
| 1655 | .input_size(10, 11) |
| 1656 | .padding(1) |
| 1657 | .kernel_size(3, 3) |
| 1658 | .groups(2) |
| 1659 | .output_pixel_stride(31) |
| 1660 | .group_input_channels(14) |
| 1661 | .group_output_channels(13) |
| 1662 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1663 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1664 | } |
| 1665 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1666 | TEST(CONVOLUTION_NHWC_F32, grouped_3x3_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 1667 | ConvolutionOperatorTester() |
| 1668 | .has_bias(false) |
| 1669 | .input_size(10, 11) |
| 1670 | .padding(1) |
| 1671 | .kernel_size(3, 3) |
| 1672 | .groups(2) |
| 1673 | .group_input_channels(14) |
| 1674 | .group_output_channels(13) |
| 1675 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1676 | .TestNHWCxF32(); |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 1677 | } |
| 1678 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1679 | TEST(CONVOLUTION_NHWC_F32, grouped_3x3_with_batch) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1680 | ConvolutionOperatorTester() |
| 1681 | .batch_size(3) |
| 1682 | .input_size(10, 11) |
| 1683 | .padding(1) |
| 1684 | .kernel_size(3, 3) |
| 1685 | .groups(2) |
| 1686 | .group_input_channels(14) |
| 1687 | .group_output_channels(13) |
| 1688 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1689 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1690 | } |
| 1691 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1692 | TEST(CONVOLUTION_NHWC_F32, 3x3s2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1693 | ConvolutionOperatorTester() |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 1694 | .input_size(14, 13) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1695 | .padding(1) |
| 1696 | .kernel_size(3, 3) |
| 1697 | .subsampling(2) |
| 1698 | .group_input_channels(27) |
| 1699 | .group_output_channels(19) |
| 1700 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1701 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1702 | } |
| 1703 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1704 | TEST(CONVOLUTION_NHWC_F32, 3x3s2_with_tf_same_padding) { |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 1705 | for (size_t input_height = 13; input_height <= 14; input_height++) { |
| 1706 | for (size_t input_width = 13; input_width <= 14; input_width++) { |
| 1707 | ConvolutionOperatorTester() |
| 1708 | .input_size(input_height, input_width) |
| 1709 | .padding_tf_same(true) |
| 1710 | .kernel_size(3, 3) |
| 1711 | .subsampling(2) |
| 1712 | .group_input_channels(27) |
| 1713 | .group_output_channels(19) |
| 1714 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1715 | .TestNHWCxF32(); |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 1716 | } |
| 1717 | } |
| 1718 | } |
| 1719 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1720 | TEST(CONVOLUTION_NHWC_F32, 3x3s1x2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1721 | ConvolutionOperatorTester() |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 1722 | .input_size(14, 13) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1723 | .padding(1) |
| 1724 | .kernel_size(3, 3) |
| 1725 | .subsampling(1, 2) |
| 1726 | .group_input_channels(27) |
| 1727 | .group_output_channels(19) |
| 1728 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1729 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1730 | } |
| 1731 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1732 | TEST(CONVOLUTION_NHWC_F32, 3x3s1x2_with_tf_same_padding) { |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 1733 | for (size_t input_height = 13; input_height <= 14; input_height++) { |
| 1734 | for (size_t input_width = 13; input_width <= 14; input_width++) { |
| 1735 | ConvolutionOperatorTester() |
| 1736 | .input_size(input_height, input_width) |
| 1737 | .padding_tf_same(true) |
| 1738 | .kernel_size(3, 3) |
| 1739 | .subsampling(1, 2) |
| 1740 | .group_input_channels(27) |
| 1741 | .group_output_channels(19) |
| 1742 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1743 | .TestNHWCxF32(); |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 1744 | } |
| 1745 | } |
| 1746 | } |
| 1747 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1748 | TEST(CONVOLUTION_NHWC_F32, 3x3s2x1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1749 | ConvolutionOperatorTester() |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 1750 | .input_size(14, 13) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1751 | .padding(1) |
| 1752 | .kernel_size(3, 3) |
| 1753 | .subsampling(2, 1) |
| 1754 | .group_input_channels(27) |
| 1755 | .group_output_channels(19) |
| 1756 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1757 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1758 | } |
| 1759 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1760 | TEST(CONVOLUTION_NHWC_F32, 3x3s2x1_with_tf_same_padding) { |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 1761 | for (size_t input_height = 13; input_height <= 14; input_height++) { |
| 1762 | for (size_t input_width = 13; input_width <= 14; input_width++) { |
| 1763 | ConvolutionOperatorTester() |
| 1764 | .input_size(input_height, input_width) |
| 1765 | .padding_tf_same(true) |
| 1766 | .kernel_size(3, 3) |
| 1767 | .subsampling(2, 1) |
| 1768 | .group_input_channels(27) |
| 1769 | .group_output_channels(19) |
| 1770 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1771 | .TestNHWCxF32(); |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 1772 | } |
| 1773 | } |
| 1774 | } |
| 1775 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1776 | TEST(CONVOLUTION_NHWC_F32, 3x3d2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1777 | ConvolutionOperatorTester() |
| 1778 | .input_size(13, 14) |
| 1779 | .padding(2) |
| 1780 | .kernel_size(3, 3) |
| 1781 | .dilation(2) |
| 1782 | .group_input_channels(27) |
| 1783 | .group_output_channels(19) |
| 1784 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1785 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1786 | } |
| 1787 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1788 | TEST(CONVOLUTION_NHWC_F32, 3x3d1x2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1789 | ConvolutionOperatorTester() |
| 1790 | .input_size(14, 15) |
| 1791 | .padding(1, 2) |
| 1792 | .kernel_size(3, 3) |
| 1793 | .dilation(1, 2) |
| 1794 | .group_input_channels(27) |
| 1795 | .group_output_channels(19) |
| 1796 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1797 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1798 | } |
| 1799 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1800 | TEST(CONVOLUTION_NHWC_F32, 3x3d2x1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1801 | ConvolutionOperatorTester() |
| 1802 | .input_size(15, 14) |
| 1803 | .padding(2, 1) |
| 1804 | .kernel_size(3, 3) |
| 1805 | .dilation(2, 1) |
| 1806 | .group_input_channels(27) |
| 1807 | .group_output_channels(19) |
| 1808 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1809 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1810 | } |
| 1811 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1812 | TEST(CONVOLUTION_NHWC_F32, unioutput_3x3) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1813 | ConvolutionOperatorTester() |
| 1814 | .input_size(3, 3) |
| 1815 | .padding(1) |
| 1816 | .kernel_size(3, 3) |
| 1817 | .group_input_channels(23) |
| 1818 | .group_output_channels(19) |
| 1819 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1820 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1821 | } |
| 1822 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1823 | TEST(CONVOLUTION_NHWC_F32, unioutput_3x3_with_qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1824 | ConvolutionOperatorTester() |
| 1825 | .input_size(3, 3) |
| 1826 | .padding(1) |
| 1827 | .kernel_size(3, 3) |
| 1828 | .group_input_channels(23) |
| 1829 | .group_output_channels(19) |
| 1830 | .qmin(128) |
| 1831 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1832 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1833 | } |
| 1834 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1835 | TEST(CONVOLUTION_NHWC_F32, unioutput_3x3_with_qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1836 | ConvolutionOperatorTester() |
| 1837 | .input_size(3, 3) |
| 1838 | .padding(1) |
| 1839 | .kernel_size(3, 3) |
| 1840 | .group_input_channels(23) |
| 1841 | .group_output_channels(19) |
| 1842 | .qmax(128) |
| 1843 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1844 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1845 | } |
| 1846 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1847 | TEST(CONVOLUTION_NHWC_F32, unioutput_3x3_with_input_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1848 | ConvolutionOperatorTester() |
| 1849 | .input_size(3, 3) |
| 1850 | .padding(1) |
| 1851 | .kernel_size(3, 3) |
| 1852 | .input_pixel_stride(28) |
| 1853 | .group_input_channels(23) |
| 1854 | .group_output_channels(19) |
| 1855 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1856 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1857 | } |
| 1858 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1859 | TEST(CONVOLUTION_NHWC_F32, unioutput_3x3_with_output_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1860 | ConvolutionOperatorTester() |
| 1861 | .input_size(3, 3) |
| 1862 | .padding(1) |
| 1863 | .kernel_size(3, 3) |
| 1864 | .output_pixel_stride(29) |
| 1865 | .group_input_channels(23) |
| 1866 | .group_output_channels(19) |
| 1867 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1868 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1869 | } |
| 1870 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1871 | TEST(CONVOLUTION_NHWC_F32, unioutput_grouped_3x3) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1872 | ConvolutionOperatorTester() |
| 1873 | .input_size(3, 3) |
| 1874 | .padding(1) |
| 1875 | .kernel_size(3, 3) |
| 1876 | .groups(2) |
| 1877 | .group_input_channels(17) |
| 1878 | .group_output_channels(13) |
| 1879 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1880 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1881 | } |
| 1882 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1883 | TEST(CONVOLUTION_NHWC_F32, unioutput_grouped_3x3_with_qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1884 | ConvolutionOperatorTester() |
| 1885 | .input_size(3, 3) |
| 1886 | .padding(1) |
| 1887 | .kernel_size(3, 3) |
| 1888 | .groups(2) |
| 1889 | .group_input_channels(17) |
| 1890 | .group_output_channels(13) |
| 1891 | .qmin(128) |
| 1892 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1893 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1894 | } |
| 1895 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1896 | TEST(CONVOLUTION_NHWC_F32, unioutput_grouped_3x3_with_qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1897 | ConvolutionOperatorTester() |
| 1898 | .input_size(3, 3) |
| 1899 | .padding(1) |
| 1900 | .kernel_size(3, 3) |
| 1901 | .groups(2) |
| 1902 | .group_input_channels(17) |
| 1903 | .group_output_channels(13) |
| 1904 | .qmax(128) |
| 1905 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1906 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1907 | } |
| 1908 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1909 | TEST(CONVOLUTION_NHWC_F32, unioutput_grouped_3x3_with_input_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1910 | ConvolutionOperatorTester() |
| 1911 | .input_size(3, 3) |
| 1912 | .padding(1) |
| 1913 | .kernel_size(3, 3) |
| 1914 | .groups(2) |
| 1915 | .input_pixel_stride(37) |
| 1916 | .group_input_channels(17) |
| 1917 | .group_output_channels(13) |
| 1918 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1919 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1920 | } |
| 1921 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1922 | TEST(CONVOLUTION_NHWC_F32, unioutput_grouped_3x3_with_output_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1923 | ConvolutionOperatorTester() |
| 1924 | .input_size(3, 3) |
| 1925 | .padding(1) |
| 1926 | .kernel_size(3, 3) |
| 1927 | .groups(2) |
| 1928 | .output_pixel_stride(41) |
| 1929 | .group_input_channels(17) |
| 1930 | .group_output_channels(13) |
| 1931 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1932 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1933 | } |
| 1934 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1935 | TEST(CONVOLUTION_NHWC_F32, depthwise_1x1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1936 | ConvolutionOperatorTester() |
| 1937 | .input_size(15, 14) |
| 1938 | .kernel_size(1, 1) |
| 1939 | .groups(24) |
| 1940 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1941 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1942 | } |
| 1943 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1944 | TEST(CONVOLUTION_NHWC_F32, depthwise_1x1_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 1945 | ConvolutionOperatorTester() |
| 1946 | .has_bias(false) |
| 1947 | .input_size(15, 14) |
| 1948 | .kernel_size(1, 1) |
| 1949 | .groups(24) |
| 1950 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1951 | .TestNHWCxF32(); |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 1952 | } |
| 1953 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1954 | TEST(CONVOLUTION_NHWC_F32, depthwise_2x2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1955 | ConvolutionOperatorTester() |
| 1956 | .input_size(15, 14) |
| 1957 | .padding(1, 1) |
| 1958 | .kernel_size(2, 2) |
| 1959 | .groups(24) |
| 1960 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1961 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1962 | } |
| 1963 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1964 | TEST(CONVOLUTION_NHWC_F32, depthwise_2x2_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 1965 | ConvolutionOperatorTester() |
| 1966 | .has_bias(false) |
| 1967 | .input_size(15, 14) |
| 1968 | .padding(1, 1) |
| 1969 | .kernel_size(2, 2) |
| 1970 | .groups(24) |
| 1971 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1972 | .TestNHWCxF32(); |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 1973 | } |
| 1974 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1975 | TEST(CONVOLUTION_NHWC_F32, depthwise_2x2s2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1976 | ConvolutionOperatorTester() |
| 1977 | .input_size(15, 14) |
| 1978 | .padding(1, 1) |
| 1979 | .kernel_size(2, 2) |
| 1980 | .subsampling(2) |
| 1981 | .groups(27) |
| 1982 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1983 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1984 | } |
| 1985 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1986 | TEST(CONVOLUTION_NHWC_F32, depthwise_2x2s1x2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1987 | ConvolutionOperatorTester() |
| 1988 | .input_size(15, 14) |
| 1989 | .padding(1, 1) |
| 1990 | .kernel_size(2, 2) |
| 1991 | .subsampling(1, 2) |
| 1992 | .groups(27) |
| 1993 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1994 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1995 | } |
| 1996 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1997 | TEST(CONVOLUTION_NHWC_F32, depthwise_2x2s2x1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1998 | ConvolutionOperatorTester() |
| 1999 | .input_size(15, 14) |
| 2000 | .padding(1, 1) |
| 2001 | .kernel_size(2, 2) |
| 2002 | .subsampling(2, 1) |
| 2003 | .groups(27) |
| 2004 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2005 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2006 | } |
| 2007 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2008 | TEST(CONVOLUTION_NHWC_F32, depthwise_2x2d2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2009 | ConvolutionOperatorTester() |
| 2010 | .input_size(15, 14) |
| 2011 | .padding(1, 1) |
| 2012 | .kernel_size(2, 2) |
| 2013 | .dilation(2) |
| 2014 | .groups(27) |
| 2015 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2016 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2017 | } |
| 2018 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2019 | TEST(CONVOLUTION_NHWC_F32, depthwise_2x2d1x2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2020 | ConvolutionOperatorTester() |
| 2021 | .input_size(15, 14) |
| 2022 | .padding(1, 1) |
| 2023 | .kernel_size(2, 2) |
| 2024 | .dilation(1, 2) |
| 2025 | .groups(27) |
| 2026 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2027 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2028 | } |
| 2029 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2030 | TEST(CONVOLUTION_NHWC_F32, depthwise_2x2d2x1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2031 | ConvolutionOperatorTester() |
| 2032 | .input_size(15, 14) |
| 2033 | .padding(1, 1) |
| 2034 | .kernel_size(2, 2) |
| 2035 | .dilation(2, 1) |
| 2036 | .groups(27) |
| 2037 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2038 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2039 | } |
| 2040 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2041 | TEST(CONVOLUTION_NHWC_F32, depthwise_3x3) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2042 | ConvolutionOperatorTester() |
| 2043 | .input_size(15, 14) |
| 2044 | .padding(1, 1) |
| 2045 | .kernel_size(3, 3) |
| 2046 | .groups(24) |
| 2047 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2048 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2049 | } |
| 2050 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2051 | TEST(CONVOLUTION_NHWC_F32, depthwise_3x3_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 2052 | ConvolutionOperatorTester() |
| 2053 | .has_bias(false) |
| 2054 | .input_size(15, 14) |
| 2055 | .padding(1, 1) |
| 2056 | .kernel_size(3, 3) |
| 2057 | .groups(24) |
| 2058 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2059 | .TestNHWCxF32(); |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 2060 | } |
| 2061 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2062 | TEST(CONVOLUTION_NHWC_F32, depthwise_3x3s2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2063 | ConvolutionOperatorTester() |
| 2064 | .input_size(15, 14) |
| 2065 | .padding(1, 1) |
| 2066 | .kernel_size(3, 3) |
| 2067 | .subsampling(2) |
| 2068 | .groups(27) |
| 2069 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2070 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2071 | } |
| 2072 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2073 | TEST(CONVOLUTION_NHWC_F32, depthwise_3x3s2_with_tf_same_padding) { |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 2074 | for (size_t input_height = 14; input_height <= 15; input_height++) { |
| 2075 | for (size_t input_width = 14; input_width <= 15; input_width++) { |
| 2076 | ConvolutionOperatorTester() |
| 2077 | .input_size(input_height, input_width) |
| 2078 | .padding_tf_same(true) |
| 2079 | .kernel_size(3, 3) |
| 2080 | .subsampling(2) |
| 2081 | .groups(27) |
| 2082 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2083 | .TestNHWCxF32(); |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 2084 | } |
| 2085 | } |
| 2086 | } |
| 2087 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2088 | TEST(CONVOLUTION_NHWC_F32, depthwise_3x3s1x2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2089 | ConvolutionOperatorTester() |
| 2090 | .input_size(15, 14) |
| 2091 | .padding(1, 1) |
| 2092 | .kernel_size(3, 3) |
| 2093 | .subsampling(1, 2) |
| 2094 | .groups(27) |
| 2095 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2096 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2097 | } |
| 2098 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2099 | TEST(CONVOLUTION_NHWC_F32, depthwise_3x3s1x2_with_tf_same_padding) { |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 2100 | for (size_t input_height = 14; input_height <= 15; input_height++) { |
| 2101 | for (size_t input_width = 14; input_width <= 15; input_width++) { |
| 2102 | ConvolutionOperatorTester() |
| 2103 | .input_size(input_height, input_width) |
| 2104 | .padding_tf_same(true) |
| 2105 | .kernel_size(3, 3) |
| 2106 | .subsampling(1, 2) |
| 2107 | .groups(27) |
| 2108 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2109 | .TestNHWCxF32(); |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 2110 | } |
| 2111 | } |
| 2112 | } |
| 2113 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2114 | TEST(CONVOLUTION_NHWC_F32, depthwise_3x3s2x1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2115 | ConvolutionOperatorTester() |
| 2116 | .input_size(15, 14) |
| 2117 | .padding(1, 1) |
| 2118 | .kernel_size(3, 3) |
| 2119 | .subsampling(2, 1) |
| 2120 | .groups(27) |
| 2121 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2122 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2123 | } |
| 2124 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2125 | TEST(CONVOLUTION_NHWC_F32, depthwise_3x3s2x1_with_tf_same_padding) { |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 2126 | for (size_t input_height = 14; input_height <= 15; input_height++) { |
| 2127 | for (size_t input_width = 14; input_width <= 15; input_width++) { |
| 2128 | ConvolutionOperatorTester() |
| 2129 | .input_size(input_height, input_width) |
| 2130 | .padding_tf_same(true) |
| 2131 | .kernel_size(3, 3) |
| 2132 | .subsampling(2, 1) |
| 2133 | .groups(27) |
| 2134 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2135 | .TestNHWCxF32(); |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 2136 | } |
| 2137 | } |
| 2138 | } |
| 2139 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2140 | TEST(CONVOLUTION_NHWC_F32, depthwise_3x3d2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2141 | ConvolutionOperatorTester() |
| 2142 | .input_size(15, 14) |
| 2143 | .padding(1, 1) |
| 2144 | .kernel_size(3, 3) |
| 2145 | .dilation(2) |
| 2146 | .groups(27) |
| 2147 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2148 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2149 | } |
| 2150 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2151 | TEST(CONVOLUTION_NHWC_F32, depthwise_3x3d1x2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2152 | ConvolutionOperatorTester() |
| 2153 | .input_size(15, 14) |
| 2154 | .padding(1, 1) |
| 2155 | .kernel_size(3, 3) |
| 2156 | .dilation(1, 2) |
| 2157 | .groups(27) |
| 2158 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2159 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2160 | } |
| 2161 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2162 | TEST(CONVOLUTION_NHWC_F32, depthwise_3x3d2x1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2163 | ConvolutionOperatorTester() |
| 2164 | .input_size(15, 14) |
| 2165 | .padding(1, 1) |
| 2166 | .kernel_size(3, 3) |
| 2167 | .dilation(2, 1) |
| 2168 | .groups(27) |
| 2169 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2170 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2171 | } |
| 2172 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2173 | TEST(CONVOLUTION_NHWC_F32, depthwise_5x5) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2174 | ConvolutionOperatorTester() |
| 2175 | .input_size(15, 14) |
| 2176 | .padding(2, 2) |
| 2177 | .kernel_size(5, 5) |
| 2178 | .groups(27) |
| 2179 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2180 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2181 | } |
| 2182 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2183 | TEST(CONVOLUTION_NHWC_F32, depthwise_5x5_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 2184 | ConvolutionOperatorTester() |
| 2185 | .has_bias(false) |
| 2186 | .input_size(15, 14) |
| 2187 | .padding(2, 2) |
| 2188 | .kernel_size(5, 5) |
| 2189 | .groups(27) |
| 2190 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2191 | .TestNHWCxF32(); |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 2192 | } |
| 2193 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2194 | TEST(CONVOLUTION_NHWC_F32, depthwise_5x5s2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2195 | ConvolutionOperatorTester() |
| 2196 | .input_size(15, 14) |
| 2197 | .padding(2, 2) |
| 2198 | .kernel_size(5, 5) |
| 2199 | .subsampling(2) |
| 2200 | .groups(27) |
| 2201 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2202 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2203 | } |
| 2204 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2205 | TEST(CONVOLUTION_NHWC_F32, depthwise_5x5s1x2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2206 | ConvolutionOperatorTester() |
| 2207 | .input_size(15, 14) |
| 2208 | .padding(2, 2) |
| 2209 | .kernel_size(5, 5) |
| 2210 | .subsampling(1, 2) |
| 2211 | .groups(27) |
| 2212 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2213 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2214 | } |
| 2215 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2216 | TEST(CONVOLUTION_NHWC_F32, depthwise_5x5s2x1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2217 | ConvolutionOperatorTester() |
| 2218 | .input_size(15, 14) |
| 2219 | .padding(2, 2) |
| 2220 | .kernel_size(5, 5) |
| 2221 | .subsampling(2, 1) |
| 2222 | .groups(27) |
| 2223 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2224 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2225 | } |
| 2226 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2227 | TEST(CONVOLUTION_NHWC_F32, depthwise_5x5d2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2228 | ConvolutionOperatorTester() |
| 2229 | .input_size(15, 14) |
| 2230 | .padding(2, 2) |
| 2231 | .kernel_size(5, 5) |
| 2232 | .dilation(2) |
| 2233 | .groups(27) |
| 2234 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2235 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2236 | } |
| 2237 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2238 | TEST(CONVOLUTION_NHWC_F32, depthwise_5x5d1x2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2239 | ConvolutionOperatorTester() |
| 2240 | .input_size(15, 14) |
| 2241 | .padding(2, 2) |
| 2242 | .kernel_size(5, 5) |
| 2243 | .dilation(1, 2) |
| 2244 | .groups(27) |
| 2245 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2246 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2247 | } |
| 2248 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2249 | TEST(CONVOLUTION_NHWC_F32, depthwise_5x5d2x1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2250 | ConvolutionOperatorTester() |
| 2251 | .input_size(15, 14) |
| 2252 | .padding(2, 2) |
| 2253 | .kernel_size(5, 5) |
| 2254 | .dilation(2, 1) |
| 2255 | .groups(27) |
| 2256 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2257 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2258 | } |
| 2259 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2260 | TEST(DEPTHWISE_CONVOLUTION_NHWC_F32, 1x1) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2261 | ConvolutionOperatorTester() |
| 2262 | .depthwise_layout(true) |
| 2263 | .input_size(15, 14) |
| 2264 | .kernel_size(1, 1) |
| 2265 | .groups(24) |
| 2266 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2267 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2268 | } |
| 2269 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2270 | TEST(DEPTHWISE_CONVOLUTION_NHWC_F32, 1x1_with_depth_multiplier) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2271 | ConvolutionOperatorTester() |
| 2272 | .depthwise_layout(true) |
| 2273 | .input_size(15, 14) |
| 2274 | .kernel_size(1, 1) |
| 2275 | .groups(24) |
| 2276 | .group_output_channels(3) |
| 2277 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2278 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2279 | } |
| 2280 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2281 | TEST(DEPTHWISE_CONVOLUTION_NHWC_F32, 1x1_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 2282 | ConvolutionOperatorTester() |
| 2283 | .depthwise_layout(true) |
| 2284 | .has_bias(false) |
| 2285 | .input_size(15, 14) |
| 2286 | .kernel_size(1, 1) |
| 2287 | .groups(24) |
| 2288 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2289 | .TestNHWCxF32(); |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 2290 | } |
| 2291 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2292 | TEST(DEPTHWISE_CONVOLUTION_NHWC_F32, 2x2) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2293 | ConvolutionOperatorTester() |
| 2294 | .depthwise_layout(true) |
| 2295 | .input_size(15, 14) |
| 2296 | .padding(1, 1) |
| 2297 | .kernel_size(2, 2) |
| 2298 | .groups(24) |
| 2299 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2300 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2301 | } |
| 2302 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2303 | TEST(DEPTHWISE_CONVOLUTION_NHWC_F32, 2x2_with_depth_multiplier) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2304 | ConvolutionOperatorTester() |
| 2305 | .depthwise_layout(true) |
| 2306 | .input_size(15, 14) |
| 2307 | .padding(1, 1) |
| 2308 | .kernel_size(2, 2) |
| 2309 | .groups(24) |
| 2310 | .group_output_channels(3) |
| 2311 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2312 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2313 | } |
| 2314 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2315 | TEST(DEPTHWISE_CONVOLUTION_NHWC_F32, 2x2_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 2316 | ConvolutionOperatorTester() |
| 2317 | .depthwise_layout(true) |
| 2318 | .has_bias(false) |
| 2319 | .input_size(15, 14) |
| 2320 | .padding(1, 1) |
| 2321 | .kernel_size(2, 2) |
| 2322 | .groups(24) |
| 2323 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2324 | .TestNHWCxF32(); |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 2325 | } |
| 2326 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2327 | TEST(DEPTHWISE_CONVOLUTION_NHWC_F32, 3x3) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2328 | ConvolutionOperatorTester() |
| 2329 | .depthwise_layout(true) |
| 2330 | .input_size(15, 14) |
| 2331 | .padding(1, 1) |
| 2332 | .kernel_size(3, 3) |
| 2333 | .groups(24) |
| 2334 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2335 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2336 | } |
| 2337 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2338 | TEST(DEPTHWISE_CONVOLUTION_NHWC_F32, 3x3_with_depth_multiplier) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2339 | ConvolutionOperatorTester() |
| 2340 | .depthwise_layout(true) |
| 2341 | .input_size(15, 14) |
| 2342 | .padding(1, 1) |
| 2343 | .kernel_size(3, 3) |
| 2344 | .groups(24) |
| 2345 | .group_output_channels(3) |
| 2346 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2347 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2348 | } |
| 2349 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2350 | TEST(DEPTHWISE_CONVOLUTION_NHWC_F32, 3x3_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 2351 | ConvolutionOperatorTester() |
| 2352 | .depthwise_layout(true) |
| 2353 | .has_bias(false) |
| 2354 | .input_size(15, 14) |
| 2355 | .padding(1, 1) |
| 2356 | .kernel_size(3, 3) |
| 2357 | .groups(24) |
| 2358 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2359 | .TestNHWCxF32(); |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 2360 | } |
| 2361 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2362 | TEST(DEPTHWISE_CONVOLUTION_NHWC_F32, 3x3s2_with_tf_same_padding) { |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 2363 | for (size_t input_height = 14; input_height <= 15; input_height++) { |
| 2364 | for (size_t input_width = 14; input_width <= 15; input_width++) { |
| 2365 | ConvolutionOperatorTester() |
| 2366 | .depthwise_layout(true) |
| 2367 | .input_size(input_height, input_width) |
| 2368 | .padding_tf_same(true) |
| 2369 | .kernel_size(3, 3) |
| 2370 | .groups(24) |
| 2371 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2372 | .TestNHWCxF32(); |
Marat Dukhan | 8440fde | 2019-10-24 12:46:13 -0700 | [diff] [blame] | 2373 | } |
| 2374 | } |
| 2375 | } |
| 2376 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2377 | TEST(DEPTHWISE_CONVOLUTION_NHWC_F32, 5x5) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2378 | ConvolutionOperatorTester() |
| 2379 | .depthwise_layout(true) |
| 2380 | .input_size(15, 14) |
| 2381 | .padding(2, 2) |
| 2382 | .kernel_size(5, 5) |
| 2383 | .groups(24) |
| 2384 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2385 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2386 | } |
| 2387 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2388 | TEST(DEPTHWISE_CONVOLUTION_NHWC_F32, 5x5_with_depth_multiplier) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2389 | ConvolutionOperatorTester() |
| 2390 | .depthwise_layout(true) |
| 2391 | .input_size(15, 14) |
| 2392 | .padding(2, 2) |
| 2393 | .kernel_size(5, 5) |
| 2394 | .groups(24) |
| 2395 | .group_output_channels(3) |
| 2396 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2397 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2398 | } |
| 2399 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2400 | TEST(DEPTHWISE_CONVOLUTION_NHWC_F32, 5x5_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 2401 | ConvolutionOperatorTester() |
| 2402 | .depthwise_layout(true) |
| 2403 | .has_bias(false) |
| 2404 | .input_size(15, 14) |
| 2405 | .padding(2, 2) |
| 2406 | .kernel_size(5, 5) |
| 2407 | .groups(24) |
| 2408 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2409 | .TestNHWCxF32(); |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 2410 | } |
| 2411 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2412 | TEST(DEPTHWISE_CONVOLUTION_NHWC_F32, 7x7) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2413 | ConvolutionOperatorTester() |
| 2414 | .depthwise_layout(true) |
| 2415 | .input_size(15, 14) |
| 2416 | .padding(3, 3) |
| 2417 | .kernel_size(7, 7) |
| 2418 | .groups(24) |
| 2419 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2420 | .TestNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2421 | } |
| 2422 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2423 | TEST(DEPTHWISE_CONVOLUTION_NHWC_F32, 7x7_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 2424 | ConvolutionOperatorTester() |
| 2425 | .depthwise_layout(true) |
| 2426 | .has_bias(false) |
| 2427 | .input_size(15, 14) |
| 2428 | .padding(3, 3) |
| 2429 | .kernel_size(7, 7) |
| 2430 | .groups(24) |
| 2431 | .iterations(3) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2432 | .TestNHWCxF32(); |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 2433 | } |
| 2434 | |
Marat Dukhan | 202eed0 | 2019-11-20 16:21:10 -0800 | [diff] [blame] | 2435 | TEST(CONVOLUTION_NHWC_F32, setup_changing_input_buffer) { |
| 2436 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
| 2437 | ConvolutionOperatorTester() |
| 2438 | .batch_size(3) |
| 2439 | .input_height(8) |
| 2440 | .input_width(8) |
| 2441 | .kernel_height(5) |
| 2442 | .kernel_width(3) |
| 2443 | .group_input_channels(15) |
| 2444 | .group_output_channels(17) |
| 2445 | .TestSetupNHWCxF32(); |
| 2446 | } |
| 2447 | |
| 2448 | TEST(CONVOLUTION_NHWC_F32, setup_changing_input_buffer_grouped) { |
| 2449 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
| 2450 | ConvolutionOperatorTester() |
| 2451 | .batch_size(3) |
| 2452 | .input_height(8) |
| 2453 | .input_width(8) |
| 2454 | .kernel_height(5) |
| 2455 | .kernel_width(3) |
| 2456 | .groups(2) |
| 2457 | .group_input_channels(15) |
| 2458 | .group_output_channels(17) |
| 2459 | .TestSetupNHWCxF32(); |
| 2460 | } |
| 2461 | |
| 2462 | TEST(CONVOLUTION_NHWC_F32, setup_changing_input_buffer_depthwise) { |
| 2463 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
| 2464 | ConvolutionOperatorTester() |
| 2465 | .batch_size(3) |
| 2466 | .input_height(8) |
| 2467 | .input_width(8) |
| 2468 | .kernel_height(3) |
| 2469 | .kernel_width(3) |
| 2470 | .groups(19) |
| 2471 | .group_input_channels(1) |
| 2472 | .group_output_channels(1) |
| 2473 | .TestSetupNHWCxF32(); |
| 2474 | } |
| 2475 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2476 | TEST(CONVOLUTION_NHWC_F32, setup_increasing_batch) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 2477 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2478 | ConvolutionOperatorTester() |
| 2479 | .batch_size(3) |
| 2480 | .next_batch_size(5) |
| 2481 | .input_height(8) |
| 2482 | .input_width(8) |
| 2483 | .kernel_height(5) |
| 2484 | .kernel_width(3) |
| 2485 | .group_input_channels(15) |
| 2486 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2487 | .TestSetupNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2488 | } |
| 2489 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2490 | TEST(CONVOLUTION_NHWC_F32, setup_increasing_batch_grouped) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 2491 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2492 | ConvolutionOperatorTester() |
| 2493 | .batch_size(3) |
| 2494 | .next_batch_size(5) |
| 2495 | .input_height(8) |
| 2496 | .input_width(8) |
| 2497 | .kernel_height(5) |
| 2498 | .kernel_width(3) |
| 2499 | .groups(2) |
| 2500 | .group_input_channels(15) |
| 2501 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2502 | .TestSetupNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2503 | } |
| 2504 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2505 | TEST(CONVOLUTION_NHWC_F32, setup_increasing_batch_depthwise) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 2506 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2507 | ConvolutionOperatorTester() |
| 2508 | .batch_size(3) |
| 2509 | .next_batch_size(5) |
| 2510 | .input_height(8) |
| 2511 | .input_width(8) |
| 2512 | .kernel_height(3) |
| 2513 | .kernel_width(3) |
| 2514 | .groups(19) |
| 2515 | .group_input_channels(1) |
| 2516 | .group_output_channels(1) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2517 | .TestSetupNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2518 | } |
| 2519 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2520 | TEST(CONVOLUTION_NHWC_F32, setup_decreasing_batch) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 2521 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2522 | ConvolutionOperatorTester() |
| 2523 | .batch_size(5) |
| 2524 | .next_batch_size(3) |
| 2525 | .input_height(8) |
| 2526 | .input_width(8) |
| 2527 | .kernel_height(5) |
| 2528 | .kernel_width(3) |
| 2529 | .group_input_channels(15) |
| 2530 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2531 | .TestSetupNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2532 | } |
| 2533 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2534 | TEST(CONVOLUTION_NHWC_F32, setup_decreasing_batch_grouped) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 2535 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2536 | ConvolutionOperatorTester() |
| 2537 | .batch_size(5) |
| 2538 | .next_batch_size(3) |
| 2539 | .input_height(8) |
| 2540 | .input_width(8) |
| 2541 | .kernel_height(5) |
| 2542 | .kernel_width(3) |
| 2543 | .groups(2) |
| 2544 | .group_input_channels(15) |
| 2545 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2546 | .TestSetupNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2547 | } |
| 2548 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2549 | TEST(CONVOLUTION_NHWC_F32, setup_decreasing_batch_depthwise) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 2550 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2551 | ConvolutionOperatorTester() |
| 2552 | .batch_size(5) |
| 2553 | .next_batch_size(3) |
| 2554 | .input_height(8) |
| 2555 | .input_width(8) |
| 2556 | .kernel_height(3) |
| 2557 | .kernel_width(3) |
| 2558 | .groups(19) |
| 2559 | .group_input_channels(1) |
| 2560 | .group_output_channels(1) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2561 | .TestSetupNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2562 | } |
| 2563 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2564 | TEST(CONVOLUTION_NHWC_F32, setup_changing_height) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 2565 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2566 | ConvolutionOperatorTester() |
| 2567 | .batch_size(3) |
| 2568 | .input_height(8) |
| 2569 | .input_width(8) |
| 2570 | .next_input_height(9) |
| 2571 | .kernel_height(5) |
| 2572 | .kernel_width(3) |
| 2573 | .group_input_channels(15) |
| 2574 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2575 | .TestSetupNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2576 | ConvolutionOperatorTester() |
| 2577 | .batch_size(3) |
| 2578 | .input_height(8) |
| 2579 | .input_width(8) |
| 2580 | .next_input_height(7) |
| 2581 | .kernel_height(5) |
| 2582 | .kernel_width(3) |
| 2583 | .group_input_channels(15) |
| 2584 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2585 | .TestSetupNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2586 | } |
| 2587 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2588 | TEST(CONVOLUTION_NHWC_F32, setup_changing_height_grouped) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 2589 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2590 | ConvolutionOperatorTester() |
| 2591 | .batch_size(3) |
| 2592 | .input_height(8) |
| 2593 | .input_width(8) |
| 2594 | .next_input_height(9) |
| 2595 | .kernel_height(5) |
| 2596 | .kernel_width(3) |
| 2597 | .groups(2) |
| 2598 | .group_input_channels(15) |
| 2599 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2600 | .TestSetupNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2601 | ConvolutionOperatorTester() |
| 2602 | .batch_size(3) |
| 2603 | .input_height(8) |
| 2604 | .input_width(8) |
| 2605 | .next_input_height(7) |
| 2606 | .kernel_height(5) |
| 2607 | .kernel_width(3) |
| 2608 | .groups(2) |
| 2609 | .group_input_channels(15) |
| 2610 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2611 | .TestSetupNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2612 | } |
| 2613 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2614 | TEST(CONVOLUTION_NHWC_F32, setup_changing_height_depthwise) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 2615 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2616 | ConvolutionOperatorTester() |
| 2617 | .batch_size(3) |
| 2618 | .input_height(8) |
| 2619 | .input_width(8) |
| 2620 | .next_input_height(9) |
| 2621 | .kernel_height(3) |
| 2622 | .kernel_width(3) |
| 2623 | .groups(19) |
| 2624 | .group_input_channels(1) |
| 2625 | .group_output_channels(1) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2626 | .TestSetupNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2627 | ConvolutionOperatorTester() |
| 2628 | .batch_size(3) |
| 2629 | .input_height(8) |
| 2630 | .input_width(8) |
| 2631 | .next_input_height(7) |
| 2632 | .kernel_height(3) |
| 2633 | .kernel_width(3) |
| 2634 | .groups(19) |
| 2635 | .group_input_channels(1) |
| 2636 | .group_output_channels(1) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2637 | .TestSetupNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2638 | } |
| 2639 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2640 | TEST(CONVOLUTION_NHWC_F32, setup_changing_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 2641 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2642 | ConvolutionOperatorTester() |
| 2643 | .batch_size(3) |
| 2644 | .input_height(8) |
| 2645 | .input_width(8) |
| 2646 | .next_input_width(9) |
| 2647 | .kernel_height(5) |
| 2648 | .kernel_width(3) |
| 2649 | .group_input_channels(15) |
| 2650 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2651 | .TestSetupNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2652 | ConvolutionOperatorTester() |
| 2653 | .batch_size(3) |
| 2654 | .input_height(8) |
| 2655 | .input_width(8) |
| 2656 | .next_input_width(7) |
| 2657 | .kernel_height(5) |
| 2658 | .kernel_width(3) |
| 2659 | .group_input_channels(15) |
| 2660 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2661 | .TestSetupNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2662 | } |
| 2663 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2664 | TEST(CONVOLUTION_NHWC_F32, setup_changing_width_grouped) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 2665 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2666 | ConvolutionOperatorTester() |
| 2667 | .batch_size(3) |
| 2668 | .input_height(8) |
| 2669 | .input_width(8) |
| 2670 | .next_input_width(9) |
| 2671 | .kernel_height(5) |
| 2672 | .kernel_width(3) |
| 2673 | .groups(2) |
| 2674 | .group_input_channels(15) |
| 2675 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2676 | .TestSetupNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2677 | ConvolutionOperatorTester() |
| 2678 | .batch_size(3) |
| 2679 | .input_height(8) |
| 2680 | .input_width(8) |
| 2681 | .next_input_width(7) |
| 2682 | .kernel_height(5) |
| 2683 | .kernel_width(3) |
| 2684 | .groups(2) |
| 2685 | .group_input_channels(15) |
| 2686 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2687 | .TestSetupNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2688 | } |
| 2689 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2690 | TEST(CONVOLUTION_NHWC_F32, setup_changing_width_depthwise) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 2691 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2692 | ConvolutionOperatorTester() |
| 2693 | .batch_size(3) |
| 2694 | .input_height(8) |
| 2695 | .input_width(8) |
| 2696 | .next_input_width(9) |
| 2697 | .kernel_height(3) |
| 2698 | .kernel_width(3) |
| 2699 | .groups(19) |
| 2700 | .group_input_channels(1) |
| 2701 | .group_output_channels(1) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2702 | .TestSetupNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2703 | ConvolutionOperatorTester() |
| 2704 | .batch_size(3) |
| 2705 | .input_height(8) |
| 2706 | .input_width(8) |
| 2707 | .next_input_width(7) |
| 2708 | .kernel_height(3) |
| 2709 | .kernel_width(3) |
| 2710 | .groups(19) |
| 2711 | .group_input_channels(1) |
| 2712 | .group_output_channels(1) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2713 | .TestSetupNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2714 | } |
| 2715 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2716 | TEST(CONVOLUTION_NHWC_F32, setup_swap_height_and_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 2717 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2718 | ConvolutionOperatorTester() |
| 2719 | .batch_size(3) |
| 2720 | .input_height(9) |
| 2721 | .input_width(8) |
| 2722 | .next_input_height(8) |
| 2723 | .next_input_width(9) |
| 2724 | .kernel_height(5) |
| 2725 | .kernel_width(3) |
| 2726 | .group_input_channels(15) |
| 2727 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2728 | .TestSetupNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2729 | } |
| 2730 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2731 | TEST(CONVOLUTION_NHWC_F32, setup_swap_height_and_width_grouped) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 2732 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2733 | ConvolutionOperatorTester() |
| 2734 | .batch_size(3) |
| 2735 | .input_height(9) |
| 2736 | .input_width(8) |
| 2737 | .next_input_height(8) |
| 2738 | .next_input_width(9) |
| 2739 | .kernel_height(5) |
| 2740 | .kernel_width(3) |
| 2741 | .groups(2) |
| 2742 | .group_input_channels(15) |
| 2743 | .group_output_channels(17) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2744 | .TestSetupNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2745 | } |
| 2746 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2747 | TEST(CONVOLUTION_NHWC_F32, setup_swap_height_and_width_depthwise) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 2748 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2749 | ConvolutionOperatorTester() |
| 2750 | .batch_size(3) |
| 2751 | .input_height(9) |
| 2752 | .input_width(8) |
| 2753 | .next_input_height(8) |
| 2754 | .next_input_width(9) |
| 2755 | .kernel_height(3) |
| 2756 | .kernel_width(3) |
| 2757 | .groups(19) |
| 2758 | .group_input_channels(1) |
| 2759 | .group_output_channels(1) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2760 | .TestSetupNHWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2761 | } |