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 | |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 9 | #include <algorithm> |
| 10 | #include <cstddef> |
| 11 | #include <cstdint> |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 12 | |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 13 | #include <gtest/gtest.h> |
Frank Barchard | af4dad4 | 2020-06-19 11:59:18 -0700 | [diff] [blame] | 14 | |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15 | #include "global-average-pooling-operator-tester.h" |
| 16 | |
| 17 | #include <xnnpack/params.h> |
| 18 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 19 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QU8, unit_batch_small_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 20 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 21 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qu8.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 22 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 23 | for (size_t width = 1; width <= spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 24 | GlobalAveragePoolingOperatorTester() |
| 25 | .batch_size(1) |
| 26 | .width(width) |
| 27 | .channels(channels) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 28 | .TestNWCxQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 29 | } |
| 30 | } |
| 31 | } |
| 32 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 33 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QU8, unit_batch_small_width_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 34 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 35 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qu8.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 36 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 37 | for (size_t width = 1; width <= spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 38 | GlobalAveragePoolingOperatorTester() |
| 39 | .batch_size(1) |
| 40 | .width(width) |
| 41 | .channels(channels) |
| 42 | .input_stride(5 * channels) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 43 | .TestNWCxQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 44 | } |
| 45 | } |
| 46 | } |
| 47 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 48 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QU8, unit_batch_small_width_with_input_scale) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 49 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 50 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qu8.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 51 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 52 | for (size_t width = 1; width <= spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 53 | for (float input_scale = 0.01f; input_scale < 100.0f; input_scale *= 3.14159265f) { |
| 54 | GlobalAveragePoolingOperatorTester() |
| 55 | .batch_size(1) |
| 56 | .width(width) |
| 57 | .channels(channels) |
| 58 | .input_scale(input_scale) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 59 | .TestNWCxQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 60 | } |
| 61 | } |
| 62 | } |
| 63 | } |
| 64 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 65 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QU8, unit_batch_small_width_with_input_zero_point) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 66 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 67 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qu8.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 68 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 69 | for (size_t width = 1; width <= spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 70 | for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) { |
| 71 | GlobalAveragePoolingOperatorTester() |
| 72 | .batch_size(1) |
| 73 | .width(width) |
| 74 | .channels(channels) |
| 75 | .input_zero_point(uint8_t(input_zero_point)) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 76 | .TestNWCxQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 77 | } |
| 78 | } |
| 79 | } |
| 80 | } |
| 81 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 82 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QU8, unit_batch_small_width_with_output_scale) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 83 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 84 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qu8.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 85 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 86 | for (size_t width = 1; width <= spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 87 | for (float output_scale = 0.01f; output_scale < 100.0f; output_scale *= 3.14159265f) { |
| 88 | GlobalAveragePoolingOperatorTester() |
| 89 | .batch_size(1) |
| 90 | .width(width) |
| 91 | .channels(channels) |
| 92 | .output_scale(output_scale) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 93 | .TestNWCxQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 94 | } |
| 95 | } |
| 96 | } |
| 97 | } |
| 98 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 99 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QU8, unit_batch_small_width_with_output_zero_point) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 100 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 101 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qu8.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 102 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 103 | for (size_t width = 1; width <= spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 104 | for (int32_t output_zero_point = 0; output_zero_point <= 255; output_zero_point += 51) { |
| 105 | GlobalAveragePoolingOperatorTester() |
| 106 | .batch_size(1) |
| 107 | .width(width) |
| 108 | .channels(channels) |
| 109 | .output_zero_point(uint8_t(output_zero_point)) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 110 | .TestNWCxQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 111 | } |
| 112 | } |
| 113 | } |
| 114 | } |
| 115 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 116 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QU8, unit_batch_small_width_with_qmin) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 117 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 118 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qu8.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 119 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 120 | for (size_t width = 1; width <= spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 121 | GlobalAveragePoolingOperatorTester() |
| 122 | .batch_size(1) |
| 123 | .width(width) |
| 124 | .channels(channels) |
| 125 | .qmin(128) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 126 | .TestNWCxQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 127 | } |
| 128 | } |
| 129 | } |
| 130 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 131 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QU8, unit_batch_small_width_with_qmax) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 132 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 133 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qu8.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 134 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 135 | for (size_t width = 1; width <= spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 136 | GlobalAveragePoolingOperatorTester() |
| 137 | .batch_size(1) |
| 138 | .width(width) |
| 139 | .channels(channels) |
| 140 | .qmax(128) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 141 | .TestNWCxQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 142 | } |
| 143 | } |
| 144 | } |
| 145 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 146 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QU8, unit_batch_large_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 147 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 148 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qu8.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 149 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 150 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 151 | GlobalAveragePoolingOperatorTester() |
| 152 | .batch_size(1) |
| 153 | .width(width) |
| 154 | .channels(channels) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 155 | .TestNWCxQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 156 | } |
| 157 | } |
| 158 | } |
| 159 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 160 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QU8, unit_batch_large_width_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 161 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 162 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qu8.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 163 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 164 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 165 | GlobalAveragePoolingOperatorTester() |
| 166 | .batch_size(1) |
| 167 | .width(width) |
| 168 | .channels(channels) |
| 169 | .input_stride(5 * channels) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 170 | .TestNWCxQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 171 | } |
| 172 | } |
| 173 | } |
| 174 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 175 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QU8, unit_batch_large_width_with_input_scale) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 176 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 177 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qu8.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 178 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 179 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 180 | for (float input_scale = 0.01f; input_scale < 100.0f; input_scale *= 3.14159265f) { |
| 181 | GlobalAveragePoolingOperatorTester() |
| 182 | .batch_size(1) |
| 183 | .width(width) |
| 184 | .channels(channels) |
| 185 | .input_scale(input_scale) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 186 | .TestNWCxQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 187 | } |
| 188 | } |
| 189 | } |
| 190 | } |
| 191 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 192 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QU8, unit_batch_large_width_with_input_zero_point) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 193 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 194 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qu8.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 195 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 196 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 197 | for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) { |
| 198 | GlobalAveragePoolingOperatorTester() |
| 199 | .batch_size(1) |
| 200 | .width(width) |
| 201 | .channels(channels) |
| 202 | .input_zero_point(uint8_t(input_zero_point)) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 203 | .TestNWCxQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 204 | } |
| 205 | } |
| 206 | } |
| 207 | } |
| 208 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 209 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QU8, unit_batch_large_width_with_output_scale) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 210 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 211 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qu8.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 212 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 213 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 214 | for (float output_scale = 0.01f; output_scale < 100.0f; output_scale *= 3.14159265f) { |
| 215 | GlobalAveragePoolingOperatorTester() |
| 216 | .batch_size(1) |
| 217 | .width(width) |
| 218 | .channels(channels) |
| 219 | .output_scale(output_scale) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 220 | .TestNWCxQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 221 | } |
| 222 | } |
| 223 | } |
| 224 | } |
| 225 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 226 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QU8, unit_batch_large_width_with_output_zero_point) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 227 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 228 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qu8.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 229 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 230 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 231 | for (int32_t output_zero_point = 0; output_zero_point <= 255; output_zero_point += 51) { |
| 232 | GlobalAveragePoolingOperatorTester() |
| 233 | .batch_size(1) |
| 234 | .width(width) |
| 235 | .channels(channels) |
| 236 | .output_zero_point(uint8_t(output_zero_point)) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 237 | .TestNWCxQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 238 | } |
| 239 | } |
| 240 | } |
| 241 | } |
| 242 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 243 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QU8, unit_batch_large_width_with_qmin) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 244 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 245 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qu8.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 246 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 247 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 248 | GlobalAveragePoolingOperatorTester() |
| 249 | .batch_size(1) |
| 250 | .width(width) |
| 251 | .channels(channels) |
| 252 | .qmin(128) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 253 | .TestNWCxQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 254 | } |
| 255 | } |
| 256 | } |
| 257 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 258 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QU8, unit_batch_large_width_with_qmax) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 259 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 260 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qu8.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 261 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 262 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 263 | GlobalAveragePoolingOperatorTester() |
| 264 | .batch_size(1) |
| 265 | .width(width) |
| 266 | .channels(channels) |
| 267 | .qmax(128) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 268 | .TestNWCxQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 269 | } |
| 270 | } |
| 271 | } |
| 272 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 273 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QU8, small_batch_small_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 274 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 275 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qu8.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 276 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 277 | for (size_t width = 1; width <= spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 278 | GlobalAveragePoolingOperatorTester() |
| 279 | .batch_size(3) |
| 280 | .width(width) |
| 281 | .channels(channels) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 282 | .TestNWCxQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 283 | } |
| 284 | } |
| 285 | } |
| 286 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 287 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QU8, small_batch_small_width_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 288 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 289 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qu8.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 290 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 291 | for (size_t width = 1; width <= spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 292 | GlobalAveragePoolingOperatorTester() |
| 293 | .batch_size(3) |
| 294 | .width(width) |
| 295 | .channels(channels) |
| 296 | .input_stride(5 * channels) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 297 | .TestNWCxQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 298 | } |
| 299 | } |
| 300 | } |
| 301 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 302 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QU8, small_batch_small_width_with_output_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 303 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 304 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qu8.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 305 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 306 | for (size_t width = 1; width <= spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 307 | GlobalAveragePoolingOperatorTester() |
| 308 | .batch_size(3) |
| 309 | .width(width) |
| 310 | .channels(channels) |
| 311 | .output_stride(5 * channels) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 312 | .TestNWCxQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 313 | } |
| 314 | } |
| 315 | } |
| 316 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 317 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QU8, small_batch_large_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 318 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 319 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qu8.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 320 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 321 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 322 | GlobalAveragePoolingOperatorTester() |
| 323 | .batch_size(3) |
| 324 | .width(width) |
| 325 | .channels(channels) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 326 | .TestNWCxQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 327 | } |
| 328 | } |
| 329 | } |
| 330 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 331 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QU8, small_batch_large_width_with_input_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 332 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 333 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qu8.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 334 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 335 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 336 | GlobalAveragePoolingOperatorTester() |
| 337 | .batch_size(3) |
| 338 | .width(width) |
| 339 | .channels(channels) |
| 340 | .input_stride(5 * channels) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 341 | .TestNWCxQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 342 | } |
| 343 | } |
| 344 | } |
| 345 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 346 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QU8, small_batch_large_width_with_output_stride) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 347 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 348 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qu8.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 349 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 350 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 351 | GlobalAveragePoolingOperatorTester() |
| 352 | .batch_size(3) |
| 353 | .width(width) |
| 354 | .channels(channels) |
| 355 | .output_stride(5 * channels) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 356 | .TestNWCxQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 357 | } |
| 358 | } |
| 359 | } |
| 360 | |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 361 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QS8, unit_batch_small_width) { |
| 362 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 363 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qs8.gavgpool.row_tile, 1); |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 364 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 365 | for (size_t width = 1; width <= spatial_tile; width++) { |
| 366 | GlobalAveragePoolingOperatorTester() |
| 367 | .batch_size(1) |
| 368 | .width(width) |
| 369 | .channels(channels) |
| 370 | .TestNWCxQS8(); |
| 371 | } |
| 372 | } |
| 373 | } |
| 374 | |
| 375 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QS8, unit_batch_small_width_with_input_stride) { |
| 376 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 377 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qs8.gavgpool.row_tile, 1); |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 378 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 379 | for (size_t width = 1; width <= spatial_tile; width++) { |
| 380 | GlobalAveragePoolingOperatorTester() |
| 381 | .batch_size(1) |
| 382 | .width(width) |
| 383 | .channels(channels) |
| 384 | .input_stride(5 * channels) |
| 385 | .TestNWCxQS8(); |
| 386 | } |
| 387 | } |
| 388 | } |
| 389 | |
| 390 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QS8, unit_batch_small_width_with_input_scale) { |
| 391 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 392 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qs8.gavgpool.row_tile, 1); |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 393 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 394 | for (size_t width = 1; width <= spatial_tile; width++) { |
| 395 | for (float input_scale = 0.01f; input_scale < 100.0f; input_scale *= 3.14159265f) { |
| 396 | GlobalAveragePoolingOperatorTester() |
| 397 | .batch_size(1) |
| 398 | .width(width) |
| 399 | .channels(channels) |
| 400 | .input_scale(input_scale) |
| 401 | .TestNWCxQS8(); |
| 402 | } |
| 403 | } |
| 404 | } |
| 405 | } |
| 406 | |
| 407 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QS8, unit_batch_small_width_with_input_zero_point) { |
| 408 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 409 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qs8.gavgpool.row_tile, 1); |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 410 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 411 | for (size_t width = 1; width <= spatial_tile; width++) { |
| 412 | for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) { |
| 413 | GlobalAveragePoolingOperatorTester() |
| 414 | .batch_size(1) |
| 415 | .width(width) |
| 416 | .channels(channels) |
| 417 | .input_zero_point(uint8_t(input_zero_point)) |
| 418 | .TestNWCxQS8(); |
| 419 | } |
| 420 | } |
| 421 | } |
| 422 | } |
| 423 | |
| 424 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QS8, unit_batch_small_width_with_output_scale) { |
| 425 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 426 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qs8.gavgpool.row_tile, 1); |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 427 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 428 | for (size_t width = 1; width <= spatial_tile; width++) { |
| 429 | for (float output_scale = 0.01f; output_scale < 100.0f; output_scale *= 3.14159265f) { |
| 430 | GlobalAveragePoolingOperatorTester() |
| 431 | .batch_size(1) |
| 432 | .width(width) |
| 433 | .channels(channels) |
| 434 | .output_scale(output_scale) |
| 435 | .TestNWCxQS8(); |
| 436 | } |
| 437 | } |
| 438 | } |
| 439 | } |
| 440 | |
| 441 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QS8, unit_batch_small_width_with_output_zero_point) { |
| 442 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 443 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qs8.gavgpool.row_tile, 1); |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 444 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 445 | for (size_t width = 1; width <= spatial_tile; width++) { |
| 446 | for (int32_t output_zero_point = 0; output_zero_point <= 255; output_zero_point += 51) { |
| 447 | GlobalAveragePoolingOperatorTester() |
| 448 | .batch_size(1) |
| 449 | .width(width) |
| 450 | .channels(channels) |
| 451 | .output_zero_point(uint8_t(output_zero_point)) |
| 452 | .TestNWCxQS8(); |
| 453 | } |
| 454 | } |
| 455 | } |
| 456 | } |
| 457 | |
| 458 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QS8, unit_batch_small_width_with_qmin) { |
| 459 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 460 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qs8.gavgpool.row_tile, 1); |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 461 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 462 | for (size_t width = 1; width <= spatial_tile; width++) { |
| 463 | GlobalAveragePoolingOperatorTester() |
| 464 | .batch_size(1) |
| 465 | .width(width) |
| 466 | .channels(channels) |
| 467 | .qmin(128) |
| 468 | .TestNWCxQS8(); |
| 469 | } |
| 470 | } |
| 471 | } |
| 472 | |
| 473 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QS8, unit_batch_small_width_with_qmax) { |
| 474 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 475 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qs8.gavgpool.row_tile, 1); |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 476 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 477 | for (size_t width = 1; width <= spatial_tile; width++) { |
| 478 | GlobalAveragePoolingOperatorTester() |
| 479 | .batch_size(1) |
| 480 | .width(width) |
| 481 | .channels(channels) |
| 482 | .qmax(128) |
| 483 | .TestNWCxQS8(); |
| 484 | } |
| 485 | } |
| 486 | } |
| 487 | |
| 488 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QS8, unit_batch_large_width) { |
| 489 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 490 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qs8.gavgpool.row_tile, 1); |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 491 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 492 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
| 493 | GlobalAveragePoolingOperatorTester() |
| 494 | .batch_size(1) |
| 495 | .width(width) |
| 496 | .channels(channels) |
| 497 | .TestNWCxQS8(); |
| 498 | } |
| 499 | } |
| 500 | } |
| 501 | |
| 502 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QS8, unit_batch_large_width_with_input_stride) { |
| 503 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 504 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qs8.gavgpool.row_tile, 1); |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 505 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 506 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
| 507 | GlobalAveragePoolingOperatorTester() |
| 508 | .batch_size(1) |
| 509 | .width(width) |
| 510 | .channels(channels) |
| 511 | .input_stride(5 * channels) |
| 512 | .TestNWCxQS8(); |
| 513 | } |
| 514 | } |
| 515 | } |
| 516 | |
| 517 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QS8, unit_batch_large_width_with_input_scale) { |
| 518 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 519 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qs8.gavgpool.row_tile, 1); |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 520 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 521 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
| 522 | for (float input_scale = 0.01f; input_scale < 100.0f; input_scale *= 3.14159265f) { |
| 523 | GlobalAveragePoolingOperatorTester() |
| 524 | .batch_size(1) |
| 525 | .width(width) |
| 526 | .channels(channels) |
| 527 | .input_scale(input_scale) |
| 528 | .TestNWCxQS8(); |
| 529 | } |
| 530 | } |
| 531 | } |
| 532 | } |
| 533 | |
| 534 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QS8, unit_batch_large_width_with_input_zero_point) { |
| 535 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 536 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qs8.gavgpool.row_tile, 1); |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 537 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 538 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
| 539 | for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) { |
| 540 | GlobalAveragePoolingOperatorTester() |
| 541 | .batch_size(1) |
| 542 | .width(width) |
| 543 | .channels(channels) |
| 544 | .input_zero_point(uint8_t(input_zero_point)) |
| 545 | .TestNWCxQS8(); |
| 546 | } |
| 547 | } |
| 548 | } |
| 549 | } |
| 550 | |
| 551 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QS8, unit_batch_large_width_with_output_scale) { |
| 552 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 553 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qs8.gavgpool.row_tile, 1); |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 554 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 555 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
| 556 | for (float output_scale = 0.01f; output_scale < 100.0f; output_scale *= 3.14159265f) { |
| 557 | GlobalAveragePoolingOperatorTester() |
| 558 | .batch_size(1) |
| 559 | .width(width) |
| 560 | .channels(channels) |
| 561 | .output_scale(output_scale) |
| 562 | .TestNWCxQS8(); |
| 563 | } |
| 564 | } |
| 565 | } |
| 566 | } |
| 567 | |
| 568 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QS8, unit_batch_large_width_with_output_zero_point) { |
| 569 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 570 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qs8.gavgpool.row_tile, 1); |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 571 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 572 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
| 573 | for (int32_t output_zero_point = 0; output_zero_point <= 255; output_zero_point += 51) { |
| 574 | GlobalAveragePoolingOperatorTester() |
| 575 | .batch_size(1) |
| 576 | .width(width) |
| 577 | .channels(channels) |
| 578 | .output_zero_point(uint8_t(output_zero_point)) |
| 579 | .TestNWCxQS8(); |
| 580 | } |
| 581 | } |
| 582 | } |
| 583 | } |
| 584 | |
| 585 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QS8, unit_batch_large_width_with_qmin) { |
| 586 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 587 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qs8.gavgpool.row_tile, 1); |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 588 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 589 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
| 590 | GlobalAveragePoolingOperatorTester() |
| 591 | .batch_size(1) |
| 592 | .width(width) |
| 593 | .channels(channels) |
| 594 | .qmin(128) |
| 595 | .TestNWCxQS8(); |
| 596 | } |
| 597 | } |
| 598 | } |
| 599 | |
| 600 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QS8, unit_batch_large_width_with_qmax) { |
| 601 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 602 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qs8.gavgpool.row_tile, 1); |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 603 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 604 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
| 605 | GlobalAveragePoolingOperatorTester() |
| 606 | .batch_size(1) |
| 607 | .width(width) |
| 608 | .channels(channels) |
| 609 | .qmax(128) |
| 610 | .TestNWCxQS8(); |
| 611 | } |
| 612 | } |
| 613 | } |
| 614 | |
| 615 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QS8, small_batch_small_width) { |
| 616 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 617 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qs8.gavgpool.row_tile, 1); |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 618 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 619 | for (size_t width = 1; width <= spatial_tile; width++) { |
| 620 | GlobalAveragePoolingOperatorTester() |
| 621 | .batch_size(3) |
| 622 | .width(width) |
| 623 | .channels(channels) |
| 624 | .TestNWCxQS8(); |
| 625 | } |
| 626 | } |
| 627 | } |
| 628 | |
| 629 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QS8, small_batch_small_width_with_input_stride) { |
| 630 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 631 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qs8.gavgpool.row_tile, 1); |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 632 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 633 | for (size_t width = 1; width <= spatial_tile; width++) { |
| 634 | GlobalAveragePoolingOperatorTester() |
| 635 | .batch_size(3) |
| 636 | .width(width) |
| 637 | .channels(channels) |
| 638 | .input_stride(5 * channels) |
| 639 | .TestNWCxQS8(); |
| 640 | } |
| 641 | } |
| 642 | } |
| 643 | |
| 644 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QS8, small_batch_small_width_with_output_stride) { |
| 645 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 646 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qs8.gavgpool.row_tile, 1); |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 647 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 648 | for (size_t width = 1; width <= spatial_tile; width++) { |
| 649 | GlobalAveragePoolingOperatorTester() |
| 650 | .batch_size(3) |
| 651 | .width(width) |
| 652 | .channels(channels) |
| 653 | .output_stride(5 * channels) |
| 654 | .TestNWCxQS8(); |
| 655 | } |
| 656 | } |
| 657 | } |
| 658 | |
| 659 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QS8, small_batch_large_width) { |
| 660 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 661 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qs8.gavgpool.row_tile, 1); |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 662 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 663 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
| 664 | GlobalAveragePoolingOperatorTester() |
| 665 | .batch_size(3) |
| 666 | .width(width) |
| 667 | .channels(channels) |
| 668 | .TestNWCxQS8(); |
| 669 | } |
| 670 | } |
| 671 | } |
| 672 | |
| 673 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QS8, small_batch_large_width_with_input_stride) { |
| 674 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 675 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qs8.gavgpool.row_tile, 1); |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 676 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 677 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
| 678 | GlobalAveragePoolingOperatorTester() |
| 679 | .batch_size(3) |
| 680 | .width(width) |
| 681 | .channels(channels) |
| 682 | .input_stride(5 * channels) |
| 683 | .TestNWCxQS8(); |
| 684 | } |
| 685 | } |
| 686 | } |
| 687 | |
| 688 | TEST(GLOBAL_AVERAGE_POOLING_NWC_QS8, small_batch_large_width_with_output_stride) { |
| 689 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 690 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.qs8.gavgpool.row_tile, 1); |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 691 | for (size_t channels = 1; channels <= 100; channels += 15) { |
| 692 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
| 693 | GlobalAveragePoolingOperatorTester() |
| 694 | .batch_size(3) |
| 695 | .width(width) |
| 696 | .channels(channels) |
| 697 | .output_stride(5 * channels) |
| 698 | .TestNWCxQS8(); |
| 699 | } |
| 700 | } |
| 701 | } |
| 702 | |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 703 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F16, unit_batch_small_width) { |
| 704 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 705 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f16.gavgpool.row_tile, 1); |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 706 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 707 | for (size_t width = 1; width <= spatial_tile; width++) { |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 708 | GlobalAveragePoolingOperatorTester() |
| 709 | .batch_size(1) |
| 710 | .width(width) |
| 711 | .channels(channels) |
| 712 | .TestNWCxF16(); |
| 713 | } |
| 714 | } |
| 715 | } |
| 716 | |
| 717 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F16, unit_batch_small_width_with_input_stride) { |
| 718 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 719 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f16.gavgpool.row_tile, 1); |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 720 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 721 | for (size_t width = 1; width <= spatial_tile; width++) { |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 722 | GlobalAveragePoolingOperatorTester() |
| 723 | .batch_size(1) |
| 724 | .width(width) |
| 725 | .channels(channels) |
| 726 | .input_stride(5 * channels) |
| 727 | .TestNWCxF16(); |
| 728 | } |
| 729 | } |
| 730 | } |
| 731 | |
| 732 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F16, unit_batch_small_width_with_qmin) { |
| 733 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 734 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f16.gavgpool.row_tile, 1); |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 735 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 736 | for (size_t width = 1; width <= spatial_tile; width++) { |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 737 | GlobalAveragePoolingOperatorTester() |
| 738 | .batch_size(1) |
| 739 | .width(width) |
| 740 | .channels(channels) |
| 741 | .qmin(128) |
| 742 | .TestNWCxF16(); |
| 743 | } |
| 744 | } |
| 745 | } |
| 746 | |
| 747 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F16, unit_batch_small_width_with_qmax) { |
| 748 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 749 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f16.gavgpool.row_tile, 1); |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 750 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 751 | for (size_t width = 1; width <= spatial_tile; width++) { |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 752 | GlobalAveragePoolingOperatorTester() |
| 753 | .batch_size(1) |
| 754 | .width(width) |
| 755 | .channels(channels) |
| 756 | .qmax(128) |
| 757 | .TestNWCxF16(); |
| 758 | } |
| 759 | } |
| 760 | } |
| 761 | |
| 762 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F16, unit_batch_large_width) { |
| 763 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 764 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f16.gavgpool.row_tile, 1); |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 765 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 766 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 767 | GlobalAveragePoolingOperatorTester() |
| 768 | .batch_size(1) |
| 769 | .width(width) |
| 770 | .channels(channels) |
| 771 | .TestNWCxF16(); |
| 772 | } |
| 773 | } |
| 774 | } |
| 775 | |
| 776 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F16, unit_batch_large_width_with_input_stride) { |
| 777 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 778 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f16.gavgpool.row_tile, 1); |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 779 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 780 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 781 | GlobalAveragePoolingOperatorTester() |
| 782 | .batch_size(1) |
| 783 | .width(width) |
| 784 | .channels(channels) |
| 785 | .input_stride(5 * channels) |
| 786 | .TestNWCxF16(); |
| 787 | } |
| 788 | } |
| 789 | } |
| 790 | |
| 791 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F16, unit_batch_large_width_with_qmin) { |
| 792 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 793 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f16.gavgpool.row_tile, 1); |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 794 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 795 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 796 | GlobalAveragePoolingOperatorTester() |
| 797 | .batch_size(1) |
| 798 | .width(width) |
| 799 | .channels(channels) |
| 800 | .qmin(128) |
| 801 | .TestNWCxF16(); |
| 802 | } |
| 803 | } |
| 804 | } |
| 805 | |
| 806 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F16, unit_batch_large_width_with_qmax) { |
| 807 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 808 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f16.gavgpool.row_tile, 1); |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 809 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 810 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 811 | GlobalAveragePoolingOperatorTester() |
| 812 | .batch_size(1) |
| 813 | .width(width) |
| 814 | .channels(channels) |
| 815 | .qmax(128) |
| 816 | .TestNWCxF16(); |
| 817 | } |
| 818 | } |
| 819 | } |
| 820 | |
| 821 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F16, small_batch_small_width) { |
| 822 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 823 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f16.gavgpool.row_tile, 1); |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 824 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 825 | for (size_t width = 1; width <= spatial_tile; width++) { |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 826 | GlobalAveragePoolingOperatorTester() |
| 827 | .batch_size(3) |
| 828 | .width(width) |
| 829 | .channels(channels) |
| 830 | .TestNWCxF16(); |
| 831 | } |
| 832 | } |
| 833 | } |
| 834 | |
| 835 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F16, small_batch_small_width_with_input_stride) { |
| 836 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 837 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f16.gavgpool.row_tile, 1); |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 838 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 839 | for (size_t width = 1; width <= spatial_tile; width++) { |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 840 | GlobalAveragePoolingOperatorTester() |
| 841 | .batch_size(3) |
| 842 | .width(width) |
| 843 | .channels(channels) |
| 844 | .input_stride(5 * channels) |
| 845 | .TestNWCxF16(); |
| 846 | } |
| 847 | } |
| 848 | } |
| 849 | |
| 850 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F16, small_batch_small_width_with_output_stride) { |
| 851 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 852 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f16.gavgpool.row_tile, 1); |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 853 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 854 | for (size_t width = 1; width <= spatial_tile; width++) { |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 855 | GlobalAveragePoolingOperatorTester() |
| 856 | .batch_size(3) |
| 857 | .width(width) |
| 858 | .channels(channels) |
| 859 | .output_stride(5 * channels) |
| 860 | .TestNWCxF16(); |
| 861 | } |
| 862 | } |
| 863 | } |
| 864 | |
| 865 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F16, small_batch_large_width) { |
| 866 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 867 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f16.gavgpool.row_tile, 1); |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 868 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 869 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 870 | GlobalAveragePoolingOperatorTester() |
| 871 | .batch_size(3) |
| 872 | .width(width) |
| 873 | .channels(channels) |
| 874 | .TestNWCxF16(); |
| 875 | } |
| 876 | } |
| 877 | } |
| 878 | |
| 879 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F16, small_batch_large_width_with_input_stride) { |
| 880 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 881 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f16.gavgpool.row_tile, 1); |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 882 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 883 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 884 | GlobalAveragePoolingOperatorTester() |
| 885 | .batch_size(3) |
| 886 | .width(width) |
| 887 | .channels(channels) |
| 888 | .input_stride(5 * channels) |
| 889 | .TestNWCxF16(); |
| 890 | } |
| 891 | } |
| 892 | } |
| 893 | |
| 894 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F16, small_batch_large_width_with_output_stride) { |
| 895 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 896 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f16.gavgpool.row_tile, 1); |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 897 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 898 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 899 | GlobalAveragePoolingOperatorTester() |
| 900 | .batch_size(3) |
| 901 | .width(width) |
| 902 | .channels(channels) |
| 903 | .output_stride(5 * channels) |
| 904 | .TestNWCxF16(); |
| 905 | } |
| 906 | } |
| 907 | } |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 908 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 909 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F32, unit_batch_small_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 910 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 911 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f32.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 912 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 913 | for (size_t width = 1; width <= spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 914 | GlobalAveragePoolingOperatorTester() |
| 915 | .batch_size(1) |
| 916 | .width(width) |
| 917 | .channels(channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 918 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 919 | } |
| 920 | } |
| 921 | } |
| 922 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 923 | 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] | 924 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 925 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f32.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 926 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 927 | for (size_t width = 1; width <= spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 928 | GlobalAveragePoolingOperatorTester() |
| 929 | .batch_size(1) |
| 930 | .width(width) |
| 931 | .channels(channels) |
| 932 | .input_stride(5 * channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 933 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 934 | } |
| 935 | } |
| 936 | } |
| 937 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 938 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F32, unit_batch_small_width_with_qmin) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 939 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 940 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f32.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 941 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 942 | for (size_t width = 1; width <= spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 943 | GlobalAveragePoolingOperatorTester() |
| 944 | .batch_size(1) |
| 945 | .width(width) |
| 946 | .channels(channels) |
| 947 | .qmin(128) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 948 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 949 | } |
| 950 | } |
| 951 | } |
| 952 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 953 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F32, unit_batch_small_width_with_qmax) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 954 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 955 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f32.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 956 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 957 | for (size_t width = 1; width <= spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 958 | GlobalAveragePoolingOperatorTester() |
| 959 | .batch_size(1) |
| 960 | .width(width) |
| 961 | .channels(channels) |
| 962 | .qmax(128) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 963 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 964 | } |
| 965 | } |
| 966 | } |
| 967 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 968 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F32, unit_batch_large_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 969 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 970 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f32.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 971 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 972 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 973 | GlobalAveragePoolingOperatorTester() |
| 974 | .batch_size(1) |
| 975 | .width(width) |
| 976 | .channels(channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 977 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 978 | } |
| 979 | } |
| 980 | } |
| 981 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 982 | 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] | 983 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 984 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f32.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 985 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 986 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 987 | GlobalAveragePoolingOperatorTester() |
| 988 | .batch_size(1) |
| 989 | .width(width) |
| 990 | .channels(channels) |
| 991 | .input_stride(5 * channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 992 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 993 | } |
| 994 | } |
| 995 | } |
| 996 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 997 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F32, unit_batch_large_width_with_qmin) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 998 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 999 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f32.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1000 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 1001 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1002 | GlobalAveragePoolingOperatorTester() |
| 1003 | .batch_size(1) |
| 1004 | .width(width) |
| 1005 | .channels(channels) |
| 1006 | .qmin(128) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1007 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1008 | } |
| 1009 | } |
| 1010 | } |
| 1011 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1012 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F32, unit_batch_large_width_with_qmax) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1013 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 1014 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f32.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1015 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 1016 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1017 | GlobalAveragePoolingOperatorTester() |
| 1018 | .batch_size(1) |
| 1019 | .width(width) |
| 1020 | .channels(channels) |
| 1021 | .qmax(128) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1022 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1023 | } |
| 1024 | } |
| 1025 | } |
| 1026 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1027 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F32, small_batch_small_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1028 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 1029 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f32.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1030 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 1031 | for (size_t width = 1; width <= spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1032 | GlobalAveragePoolingOperatorTester() |
| 1033 | .batch_size(3) |
| 1034 | .width(width) |
| 1035 | .channels(channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1036 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1037 | } |
| 1038 | } |
| 1039 | } |
| 1040 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1041 | 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] | 1042 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 1043 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f32.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1044 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 1045 | for (size_t width = 1; width <= spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1046 | GlobalAveragePoolingOperatorTester() |
| 1047 | .batch_size(3) |
| 1048 | .width(width) |
| 1049 | .channels(channels) |
| 1050 | .input_stride(5 * channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1051 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1052 | } |
| 1053 | } |
| 1054 | } |
| 1055 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1056 | 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] | 1057 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 1058 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f32.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1059 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 1060 | for (size_t width = 1; width <= spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1061 | GlobalAveragePoolingOperatorTester() |
| 1062 | .batch_size(3) |
| 1063 | .width(width) |
| 1064 | .channels(channels) |
| 1065 | .output_stride(5 * channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1066 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1067 | } |
| 1068 | } |
| 1069 | } |
| 1070 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1071 | TEST(GLOBAL_AVERAGE_POOLING_NWC_F32, small_batch_large_width) { |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 1072 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 1073 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f32.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1074 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 1075 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1076 | GlobalAveragePoolingOperatorTester() |
| 1077 | .batch_size(3) |
| 1078 | .width(width) |
| 1079 | .channels(channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1080 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1081 | } |
| 1082 | } |
| 1083 | } |
| 1084 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1085 | 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] | 1086 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 1087 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f32.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1088 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 1089 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1090 | GlobalAveragePoolingOperatorTester() |
| 1091 | .batch_size(3) |
| 1092 | .width(width) |
| 1093 | .channels(channels) |
| 1094 | .input_stride(5 * channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1095 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1096 | } |
| 1097 | } |
| 1098 | } |
| 1099 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1100 | 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] | 1101 | ASSERT_EQ(xnn_status_success, xnn_initialize(nullptr /* allocator */)); |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 1102 | const uint32_t spatial_tile = std::max<uint32_t>(xnn_params.f32.gavgpool.row_tile, 1); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1103 | for (size_t channels = 1; channels <= 100; channels += 15) { |
Marat Dukhan | ef61d02 | 2020-06-19 13:54:49 -0700 | [diff] [blame] | 1104 | for (size_t width = spatial_tile; width <= 4 * spatial_tile; width++) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1105 | GlobalAveragePoolingOperatorTester() |
| 1106 | .batch_size(3) |
| 1107 | .width(width) |
| 1108 | .channels(channels) |
| 1109 | .output_stride(5 * channels) |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 1110 | .TestNWCxF32(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1111 | } |
| 1112 | } |
| 1113 | } |