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 "leaky-relu-operator-tester.h" |
| 12 | |
| 13 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 14 | TEST(LEAKY_RELU_NC_QU8, unit_batch) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15 | for (size_t channels = 1; channels < 100; channels++) { |
| 16 | LeakyReLUOperatorTester() |
| 17 | .batch_size(1) |
| 18 | .channels(channels) |
| 19 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 20 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 21 | } |
| 22 | } |
| 23 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 24 | TEST(LEAKY_RELU_NC_QU8, unit_batch_with_qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 25 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 26 | LeakyReLUOperatorTester() |
| 27 | .batch_size(1) |
| 28 | .channels(channels) |
| 29 | .qmin(128) |
| 30 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 31 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 32 | } |
| 33 | } |
| 34 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 35 | TEST(LEAKY_RELU_NC_QU8, unit_batch_with_qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 36 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 37 | LeakyReLUOperatorTester() |
| 38 | .batch_size(1) |
| 39 | .channels(channels) |
| 40 | .qmax(128) |
| 41 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 42 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 43 | } |
| 44 | } |
| 45 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 46 | TEST(LEAKY_RELU_NC_QU8, unit_batch_with_negative_slope) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 47 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 48 | for (float negative_slope = 1.0e-4f; negative_slope < 1.0f; negative_slope *= 3.14159265f) { |
| 49 | LeakyReLUOperatorTester() |
| 50 | .batch_size(1) |
| 51 | .channels(channels) |
| 52 | .negative_slope(negative_slope) |
| 53 | .iterations(1) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 54 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 55 | } |
| 56 | } |
| 57 | } |
| 58 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 59 | TEST(LEAKY_RELU_NC_QU8, unit_batch_with_input_scale) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 60 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 61 | for (float input_scale = 1.0e-2f; input_scale < 1.0e+2f; input_scale *= 3.14159265f) { |
| 62 | LeakyReLUOperatorTester() |
| 63 | .batch_size(1) |
| 64 | .channels(channels) |
| 65 | .input_scale(input_scale) |
| 66 | .iterations(1) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 67 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 68 | } |
| 69 | } |
| 70 | } |
| 71 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 72 | TEST(LEAKY_RELU_NC_QU8, unit_batch_with_input_zero_point) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 73 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 74 | for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) { |
| 75 | LeakyReLUOperatorTester() |
| 76 | .batch_size(1) |
| 77 | .channels(channels) |
| 78 | .input_zero_point(uint8_t(input_zero_point)) |
| 79 | .iterations(1) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 80 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 81 | } |
| 82 | } |
| 83 | } |
| 84 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 85 | TEST(LEAKY_RELU_NC_QU8, unit_batch_with_output_scale) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 86 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 87 | for (float output_scale = 1.0e-2f; output_scale < 1.0e+2f; output_scale *= 3.14159265f) { |
| 88 | LeakyReLUOperatorTester() |
| 89 | .batch_size(1) |
| 90 | .channels(channels) |
| 91 | .output_scale(output_scale) |
| 92 | .iterations(1) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 93 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 94 | } |
| 95 | } |
| 96 | } |
| 97 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 98 | TEST(LEAKY_RELU_NC_QU8, unit_batch_with_output_zero_point) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 99 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 100 | for (int32_t output_zero_point = 0; output_zero_point <= 255; output_zero_point += 51) { |
| 101 | LeakyReLUOperatorTester() |
| 102 | .batch_size(1) |
| 103 | .channels(channels) |
| 104 | .output_zero_point(uint8_t(output_zero_point)) |
| 105 | .iterations(1) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 106 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 107 | } |
| 108 | } |
| 109 | } |
| 110 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 111 | TEST(LEAKY_RELU_NC_QU8, small_batch) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 112 | for (size_t channels = 1; channels < 100; channels++) { |
| 113 | LeakyReLUOperatorTester() |
| 114 | .batch_size(3) |
| 115 | .channels(channels) |
| 116 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 117 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 118 | } |
| 119 | } |
| 120 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 121 | TEST(LEAKY_RELU_NC_QU8, small_batch_with_input_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 122 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 123 | LeakyReLUOperatorTester() |
| 124 | .batch_size(3) |
| 125 | .channels(channels) |
| 126 | .input_stride(129) |
| 127 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 128 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 129 | } |
| 130 | } |
| 131 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 132 | TEST(LEAKY_RELU_NC_QU8, small_batch_with_output_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 133 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 134 | LeakyReLUOperatorTester() |
| 135 | .batch_size(3) |
| 136 | .channels(channels) |
| 137 | .output_stride(117) |
| 138 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 139 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 140 | } |
| 141 | } |
| 142 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 143 | TEST(LEAKY_RELU_NC_QU8, small_batch_with_input_and_output_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 144 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 145 | LeakyReLUOperatorTester() |
| 146 | .batch_size(3) |
| 147 | .channels(channels) |
| 148 | .input_stride(129) |
| 149 | .output_stride(117) |
| 150 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 151 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 152 | } |
| 153 | } |
Marat Dukhan | 2881333 | 2020-06-10 18:05:38 -0700 | [diff] [blame] | 154 | |
| 155 | |
| 156 | TEST(LEAKY_RELU_NC_F32, unit_batch) { |
| 157 | for (size_t channels = 1; channels < 100; channels++) { |
| 158 | LeakyReLUOperatorTester() |
| 159 | .batch_size(1) |
| 160 | .channels(channels) |
| 161 | .iterations(3) |
| 162 | .TestF32(); |
| 163 | } |
| 164 | } |
| 165 | |
| 166 | TEST(LEAKY_RELU_NC_F32, small_batch) { |
| 167 | for (size_t channels = 1; channels < 100; channels++) { |
| 168 | LeakyReLUOperatorTester() |
| 169 | .batch_size(3) |
| 170 | .channels(channels) |
| 171 | .iterations(3) |
| 172 | .TestF32(); |
| 173 | } |
| 174 | } |
| 175 | |
| 176 | TEST(LEAKY_RELU_NC_F32, small_batch_with_input_stride) { |
| 177 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 178 | LeakyReLUOperatorTester() |
| 179 | .batch_size(3) |
| 180 | .channels(channels) |
| 181 | .input_stride(129) |
| 182 | .iterations(3) |
| 183 | .TestF32(); |
| 184 | } |
| 185 | } |
| 186 | |
| 187 | TEST(LEAKY_RELU_NC_F32, small_batch_with_output_stride) { |
| 188 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 189 | LeakyReLUOperatorTester() |
| 190 | .batch_size(3) |
| 191 | .channels(channels) |
| 192 | .output_stride(117) |
| 193 | .iterations(3) |
| 194 | .TestF32(); |
| 195 | } |
| 196 | } |
| 197 | |
| 198 | TEST(LEAKY_RELU_NC_F32, small_batch_with_input_and_output_stride) { |
| 199 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 200 | LeakyReLUOperatorTester() |
| 201 | .batch_size(3) |
| 202 | .channels(channels) |
| 203 | .input_stride(129) |
| 204 | .output_stride(117) |
| 205 | .iterations(3) |
| 206 | .TestF32(); |
| 207 | } |
| 208 | } |
| 209 | |
| 210 | TEST(LEAKY_RELU_NC_F32, small_batch_with_negative_slope) { |
| 211 | for (size_t batch_size = 1; batch_size <= 3; batch_size += 2) { |
| 212 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 213 | for (float negative_slope = 1.0e-4f; negative_slope < 1.0f; negative_slope *= 3.14159265f) { |
| 214 | LeakyReLUOperatorTester() |
| 215 | .batch_size(3) |
| 216 | .channels(channels) |
| 217 | .negative_slope(negative_slope) |
| 218 | .iterations(1) |
| 219 | .TestF32(); |
| 220 | } |
| 221 | } |
| 222 | } |
| 223 | } |