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 "global-average-pooling-operator-tester.h" |
| 12 | |
| 13 | #include <xnnpack/params.h> |
| 14 | |
| 15 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 16 | TEST(GLOBAL_AVERAGE_POOLING_NWC_Q8, unit_batch_small_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 17 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 18 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 19 | for (size_t width = 1; width <= xnn_params.q8.gavgpool.mr; width++) { |
| 20 | GlobalAveragePoolingOperatorTester() |
| 21 | .batch_size(1) |
| 22 | .width(width) |
| 23 | .channels(channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 24 | .TestNWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 25 | } |
| 26 | } |
| 27 | } |
| 28 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 29 | TEST(GLOBAL_AVERAGE_POOLING_NWC_Q8, unit_batch_small_width_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 30 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 31 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 32 | for (size_t width = 1; width <= xnn_params.q8.gavgpool.mr; width++) { |
| 33 | GlobalAveragePoolingOperatorTester() |
| 34 | .batch_size(1) |
| 35 | .width(width) |
| 36 | .channels(channels) |
| 37 | .input_stride(5 * channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 38 | .TestNWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 39 | } |
| 40 | } |
| 41 | } |
| 42 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 43 | TEST(GLOBAL_AVERAGE_POOLING_NWC_Q8, unit_batch_small_width_with_input_scale) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 44 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 45 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 46 | for (size_t width = 1; width <= xnn_params.q8.gavgpool.mr; width++) { |
| 47 | for (float input_scale = 0.01f; input_scale < 100.0f; input_scale *= 3.14159265f) { |
| 48 | GlobalAveragePoolingOperatorTester() |
| 49 | .batch_size(1) |
| 50 | .width(width) |
| 51 | .channels(channels) |
| 52 | .input_scale(input_scale) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 53 | .TestNWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 54 | } |
| 55 | } |
| 56 | } |
| 57 | } |
| 58 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 59 | TEST(GLOBAL_AVERAGE_POOLING_NWC_Q8, unit_batch_small_width_with_input_zero_point) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 60 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 61 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 62 | for (size_t width = 1; width <= xnn_params.q8.gavgpool.mr; width++) { |
| 63 | for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) { |
| 64 | GlobalAveragePoolingOperatorTester() |
| 65 | .batch_size(1) |
| 66 | .width(width) |
| 67 | .channels(channels) |
| 68 | .input_zero_point(uint8_t(input_zero_point)) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 69 | .TestNWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 70 | } |
| 71 | } |
| 72 | } |
| 73 | } |
| 74 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 75 | TEST(GLOBAL_AVERAGE_POOLING_NWC_Q8, unit_batch_small_width_with_output_scale) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 76 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 77 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 78 | for (size_t width = 1; width <= xnn_params.q8.gavgpool.mr; width++) { |
| 79 | for (float output_scale = 0.01f; output_scale < 100.0f; output_scale *= 3.14159265f) { |
| 80 | GlobalAveragePoolingOperatorTester() |
| 81 | .batch_size(1) |
| 82 | .width(width) |
| 83 | .channels(channels) |
| 84 | .output_scale(output_scale) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 85 | .TestNWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 86 | } |
| 87 | } |
| 88 | } |
| 89 | } |
| 90 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 91 | TEST(GLOBAL_AVERAGE_POOLING_NWC_Q8, unit_batch_small_width_with_output_zero_point) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 92 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 93 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 94 | for (size_t width = 1; width <= xnn_params.q8.gavgpool.mr; width++) { |
| 95 | for (int32_t output_zero_point = 0; output_zero_point <= 255; output_zero_point += 51) { |
| 96 | GlobalAveragePoolingOperatorTester() |
| 97 | .batch_size(1) |
| 98 | .width(width) |
| 99 | .channels(channels) |
| 100 | .output_zero_point(uint8_t(output_zero_point)) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 101 | .TestNWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 102 | } |
| 103 | } |
| 104 | } |
| 105 | } |
| 106 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 107 | TEST(GLOBAL_AVERAGE_POOLING_NWC_Q8, unit_batch_small_width_with_qmin) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 108 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 109 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 110 | for (size_t width = 1; width <= xnn_params.q8.gavgpool.mr; width++) { |
| 111 | GlobalAveragePoolingOperatorTester() |
| 112 | .batch_size(1) |
| 113 | .width(width) |
| 114 | .channels(channels) |
| 115 | .qmin(128) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 116 | .TestNWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 117 | } |
| 118 | } |
| 119 | } |
| 120 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 121 | TEST(GLOBAL_AVERAGE_POOLING_NWC_Q8, unit_batch_small_width_with_qmax) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 122 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 123 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 124 | for (size_t width = 1; width <= xnn_params.q8.gavgpool.mr; width++) { |
| 125 | GlobalAveragePoolingOperatorTester() |
| 126 | .batch_size(1) |
| 127 | .width(width) |
| 128 | .channels(channels) |
| 129 | .qmax(128) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 130 | .TestNWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 131 | } |
| 132 | } |
| 133 | } |
| 134 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 135 | TEST(GLOBAL_AVERAGE_POOLING_NWC_Q8, unit_batch_large_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 136 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 137 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 138 | for (size_t width = xnn_params.q8.gavgpool.mr; width <= 4 * xnn_params.q8.gavgpool.mr; width++) { |
| 139 | GlobalAveragePoolingOperatorTester() |
| 140 | .batch_size(1) |
| 141 | .width(width) |
| 142 | .channels(channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 143 | .TestNWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 144 | } |
| 145 | } |
| 146 | } |
| 147 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 148 | TEST(GLOBAL_AVERAGE_POOLING_NWC_Q8, unit_batch_large_width_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 149 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 150 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 151 | for (size_t width = xnn_params.q8.gavgpool.mr; width <= 4 * xnn_params.q8.gavgpool.mr; width++) { |
| 152 | GlobalAveragePoolingOperatorTester() |
| 153 | .batch_size(1) |
| 154 | .width(width) |
| 155 | .channels(channels) |
| 156 | .input_stride(5 * channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 157 | .TestNWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 158 | } |
| 159 | } |
| 160 | } |
| 161 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 162 | TEST(GLOBAL_AVERAGE_POOLING_NWC_Q8, unit_batch_large_width_with_input_scale) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 163 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 164 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 165 | for (size_t width = xnn_params.q8.gavgpool.mr; width <= 4 * xnn_params.q8.gavgpool.mr; width++) { |
| 166 | for (float input_scale = 0.01f; input_scale < 100.0f; input_scale *= 3.14159265f) { |
| 167 | GlobalAveragePoolingOperatorTester() |
| 168 | .batch_size(1) |
| 169 | .width(width) |
| 170 | .channels(channels) |
| 171 | .input_scale(input_scale) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 172 | .TestNWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 173 | } |
| 174 | } |
| 175 | } |
| 176 | } |
| 177 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 178 | TEST(GLOBAL_AVERAGE_POOLING_NWC_Q8, unit_batch_large_width_with_input_zero_point) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 179 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 180 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 181 | for (size_t width = xnn_params.q8.gavgpool.mr; width <= 4 * xnn_params.q8.gavgpool.mr; width++) { |
| 182 | for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) { |
| 183 | GlobalAveragePoolingOperatorTester() |
| 184 | .batch_size(1) |
| 185 | .width(width) |
| 186 | .channels(channels) |
| 187 | .input_zero_point(uint8_t(input_zero_point)) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 188 | .TestNWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 189 | } |
| 190 | } |
| 191 | } |
| 192 | } |
| 193 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 194 | TEST(GLOBAL_AVERAGE_POOLING_NWC_Q8, unit_batch_large_width_with_output_scale) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 195 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 196 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 197 | for (size_t width = xnn_params.q8.gavgpool.mr; width <= 4 * xnn_params.q8.gavgpool.mr; width++) { |
| 198 | for (float output_scale = 0.01f; output_scale < 100.0f; output_scale *= 3.14159265f) { |
| 199 | GlobalAveragePoolingOperatorTester() |
| 200 | .batch_size(1) |
| 201 | .width(width) |
| 202 | .channels(channels) |
| 203 | .output_scale(output_scale) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 204 | .TestNWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 205 | } |
| 206 | } |
| 207 | } |
| 208 | } |
| 209 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 210 | TEST(GLOBAL_AVERAGE_POOLING_NWC_Q8, unit_batch_large_width_with_output_zero_point) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 211 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 212 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 213 | for (size_t width = xnn_params.q8.gavgpool.mr; width <= 4 * xnn_params.q8.gavgpool.mr; width++) { |
| 214 | for (int32_t output_zero_point = 0; output_zero_point <= 255; output_zero_point += 51) { |
| 215 | GlobalAveragePoolingOperatorTester() |
| 216 | .batch_size(1) |
| 217 | .width(width) |
| 218 | .channels(channels) |
| 219 | .output_zero_point(uint8_t(output_zero_point)) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 220 | .TestNWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 221 | } |
| 222 | } |
| 223 | } |
| 224 | } |
| 225 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 226 | TEST(GLOBAL_AVERAGE_POOLING_NWC_Q8, unit_batch_large_width_with_qmin) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 227 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 228 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 229 | for (size_t width = xnn_params.q8.gavgpool.mr; width <= 4 * xnn_params.q8.gavgpool.mr; width++) { |
| 230 | GlobalAveragePoolingOperatorTester() |
| 231 | .batch_size(1) |
| 232 | .width(width) |
| 233 | .channels(channels) |
| 234 | .qmin(128) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 235 | .TestNWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 236 | } |
| 237 | } |
| 238 | } |
| 239 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 240 | TEST(GLOBAL_AVERAGE_POOLING_NWC_Q8, unit_batch_large_width_with_qmax) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 241 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 242 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 243 | for (size_t width = xnn_params.q8.gavgpool.mr; width <= 4 * xnn_params.q8.gavgpool.mr; width++) { |
| 244 | GlobalAveragePoolingOperatorTester() |
| 245 | .batch_size(1) |
| 246 | .width(width) |
| 247 | .channels(channels) |
| 248 | .qmax(128) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 249 | .TestNWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 250 | } |
| 251 | } |
| 252 | } |
| 253 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 254 | TEST(GLOBAL_AVERAGE_POOLING_NWC_Q8, small_batch_small_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 255 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 256 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 257 | for (size_t width = 1; width <= xnn_params.q8.gavgpool.mr; width++) { |
| 258 | GlobalAveragePoolingOperatorTester() |
| 259 | .batch_size(3) |
| 260 | .width(width) |
| 261 | .channels(channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 262 | .TestNWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 263 | } |
| 264 | } |
| 265 | } |
| 266 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 267 | TEST(GLOBAL_AVERAGE_POOLING_NWC_Q8, small_batch_small_width_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 268 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 269 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 270 | for (size_t width = 1; width <= xnn_params.q8.gavgpool.mr; width++) { |
| 271 | GlobalAveragePoolingOperatorTester() |
| 272 | .batch_size(3) |
| 273 | .width(width) |
| 274 | .channels(channels) |
| 275 | .input_stride(5 * channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 276 | .TestNWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 277 | } |
| 278 | } |
| 279 | } |
| 280 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 281 | TEST(GLOBAL_AVERAGE_POOLING_NWC_Q8, small_batch_small_width_with_output_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 282 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 283 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 284 | for (size_t width = 1; width <= xnn_params.q8.gavgpool.mr; width++) { |
| 285 | GlobalAveragePoolingOperatorTester() |
| 286 | .batch_size(3) |
| 287 | .width(width) |
| 288 | .channels(channels) |
| 289 | .output_stride(5 * channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 290 | .TestNWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 291 | } |
| 292 | } |
| 293 | } |
| 294 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 295 | TEST(GLOBAL_AVERAGE_POOLING_NWC_Q8, small_batch_large_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 296 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 297 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 298 | for (size_t width = xnn_params.q8.gavgpool.mr; width <= 4 * xnn_params.q8.gavgpool.mr; width++) { |
| 299 | GlobalAveragePoolingOperatorTester() |
| 300 | .batch_size(3) |
| 301 | .width(width) |
| 302 | .channels(channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 303 | .TestNWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 304 | } |
| 305 | } |
| 306 | } |
| 307 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 308 | TEST(GLOBAL_AVERAGE_POOLING_NWC_Q8, small_batch_large_width_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 309 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 310 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 311 | for (size_t width = xnn_params.q8.gavgpool.mr; width <= 4 * xnn_params.q8.gavgpool.mr; width++) { |
| 312 | GlobalAveragePoolingOperatorTester() |
| 313 | .batch_size(3) |
| 314 | .width(width) |
| 315 | .channels(channels) |
| 316 | .input_stride(5 * channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 317 | .TestNWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 318 | } |
| 319 | } |
| 320 | } |
| 321 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 322 | TEST(GLOBAL_AVERAGE_POOLING_NWC_Q8, small_batch_large_width_with_output_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 323 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 324 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 325 | for (size_t width = xnn_params.q8.gavgpool.mr; width <= 4 * xnn_params.q8.gavgpool.mr; width++) { |
| 326 | GlobalAveragePoolingOperatorTester() |
| 327 | .batch_size(3) |
| 328 | .width(width) |
| 329 | .channels(channels) |
| 330 | .output_stride(5 * channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 331 | .TestNWCxQ8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 332 | } |
| 333 | } |
| 334 | } |
| 335 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 336 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F32, unit_batch_small_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 337 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 338 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 339 | for (size_t width = 1; width <= xnn_params.f32.gavgpool.mr; width++) { |
| 340 | GlobalAveragePoolingOperatorTester() |
| 341 | .batch_size(1) |
| 342 | .width(width) |
| 343 | .channels(channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 344 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 345 | } |
| 346 | } |
| 347 | } |
| 348 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 349 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F32, unit_batch_small_width_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 350 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 351 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 352 | for (size_t width = 1; width <= xnn_params.f32.gavgpool.mr; width++) { |
| 353 | GlobalAveragePoolingOperatorTester() |
| 354 | .batch_size(1) |
| 355 | .width(width) |
| 356 | .channels(channels) |
| 357 | .input_stride(5 * channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 358 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 359 | } |
| 360 | } |
| 361 | } |
| 362 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 363 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F32, unit_batch_small_width_with_qmin) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 364 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 365 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 366 | for (size_t width = 1; width <= xnn_params.f32.gavgpool.mr; width++) { |
| 367 | GlobalAveragePoolingOperatorTester() |
| 368 | .batch_size(1) |
| 369 | .width(width) |
| 370 | .channels(channels) |
| 371 | .qmin(128) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 372 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 373 | } |
| 374 | } |
| 375 | } |
| 376 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 377 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F32, unit_batch_small_width_with_qmax) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 378 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 379 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 380 | for (size_t width = 1; width <= xnn_params.f32.gavgpool.mr; width++) { |
| 381 | GlobalAveragePoolingOperatorTester() |
| 382 | .batch_size(1) |
| 383 | .width(width) |
| 384 | .channels(channels) |
| 385 | .qmax(128) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 386 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 387 | } |
| 388 | } |
| 389 | } |
| 390 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 391 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F32, unit_batch_large_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 392 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 393 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 394 | for (size_t width = xnn_params.f32.gavgpool.mr; width <= 4 * xnn_params.f32.gavgpool.mr; width++) { |
| 395 | GlobalAveragePoolingOperatorTester() |
| 396 | .batch_size(1) |
| 397 | .width(width) |
| 398 | .channels(channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 399 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 400 | } |
| 401 | } |
| 402 | } |
| 403 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 404 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F32, unit_batch_large_width_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 405 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 406 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 407 | for (size_t width = xnn_params.f32.gavgpool.mr; width <= 4 * xnn_params.f32.gavgpool.mr; width++) { |
| 408 | GlobalAveragePoolingOperatorTester() |
| 409 | .batch_size(1) |
| 410 | .width(width) |
| 411 | .channels(channels) |
| 412 | .input_stride(5 * channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 413 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 414 | } |
| 415 | } |
| 416 | } |
| 417 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 418 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F32, unit_batch_large_width_with_qmin) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 419 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 420 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 421 | for (size_t width = xnn_params.f32.gavgpool.mr; width <= 4 * xnn_params.f32.gavgpool.mr; width++) { |
| 422 | GlobalAveragePoolingOperatorTester() |
| 423 | .batch_size(1) |
| 424 | .width(width) |
| 425 | .channels(channels) |
| 426 | .qmin(128) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 427 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 428 | } |
| 429 | } |
| 430 | } |
| 431 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 432 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F32, unit_batch_large_width_with_qmax) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 433 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 434 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 435 | for (size_t width = xnn_params.f32.gavgpool.mr; width <= 4 * xnn_params.f32.gavgpool.mr; width++) { |
| 436 | GlobalAveragePoolingOperatorTester() |
| 437 | .batch_size(1) |
| 438 | .width(width) |
| 439 | .channels(channels) |
| 440 | .qmax(128) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 441 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 442 | } |
| 443 | } |
| 444 | } |
| 445 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 446 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F32, small_batch_small_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 447 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 448 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 449 | for (size_t width = 1; width <= xnn_params.f32.gavgpool.mr; width++) { |
| 450 | GlobalAveragePoolingOperatorTester() |
| 451 | .batch_size(3) |
| 452 | .width(width) |
| 453 | .channels(channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 454 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 455 | } |
| 456 | } |
| 457 | } |
| 458 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 459 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F32, small_batch_small_width_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 460 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 461 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 462 | for (size_t width = 1; width <= xnn_params.f32.gavgpool.mr; width++) { |
| 463 | GlobalAveragePoolingOperatorTester() |
| 464 | .batch_size(3) |
| 465 | .width(width) |
| 466 | .channels(channels) |
| 467 | .input_stride(5 * channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 468 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 469 | } |
| 470 | } |
| 471 | } |
| 472 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 473 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F32, small_batch_small_width_with_output_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 474 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 475 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 476 | for (size_t width = 1; width <= xnn_params.f32.gavgpool.mr; width++) { |
| 477 | GlobalAveragePoolingOperatorTester() |
| 478 | .batch_size(3) |
| 479 | .width(width) |
| 480 | .channels(channels) |
| 481 | .output_stride(5 * channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 482 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 483 | } |
| 484 | } |
| 485 | } |
| 486 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 487 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F32, small_batch_large_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 488 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 489 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 490 | for (size_t width = xnn_params.f32.gavgpool.mr; width <= 4 * xnn_params.f32.gavgpool.mr; width++) { |
| 491 | GlobalAveragePoolingOperatorTester() |
| 492 | .batch_size(3) |
| 493 | .width(width) |
| 494 | .channels(channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 495 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 496 | } |
| 497 | } |
| 498 | } |
| 499 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 500 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F32, small_batch_large_width_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 501 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 502 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 503 | for (size_t width = xnn_params.f32.gavgpool.mr; width <= 4 * xnn_params.f32.gavgpool.mr; width++) { |
| 504 | GlobalAveragePoolingOperatorTester() |
| 505 | .batch_size(3) |
| 506 | .width(width) |
| 507 | .channels(channels) |
| 508 | .input_stride(5 * channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 509 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 510 | } |
| 511 | } |
| 512 | } |
| 513 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 514 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F32, small_batch_large_width_with_output_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 515 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 516 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 517 | for (size_t width = xnn_params.f32.gavgpool.mr; width <= 4 * xnn_params.f32.gavgpool.mr; width++) { |
| 518 | GlobalAveragePoolingOperatorTester() |
| 519 | .batch_size(3) |
| 520 | .width(width) |
| 521 | .channels(channels) |
| 522 | .output_stride(5 * channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 523 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 524 | } |
| 525 | } |
| 526 | } |