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 "softargmax-operator-tester.h" |
| 12 | |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 13 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 14 | TEST(SOFTARGMAX_NC_Q8, single_class) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15 | SoftArgMaxOperatorTester() |
| 16 | .batch_size(1) |
| 17 | .channels(1) |
| 18 | .iterations(100) |
| 19 | .TestQ8(); |
| 20 | } |
| 21 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 22 | TEST(SOFTARGMAX_NC_Q8, two_classes) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 23 | SoftArgMaxOperatorTester() |
| 24 | .batch_size(1) |
| 25 | .channels(2) |
| 26 | .iterations(100) |
| 27 | .TestQ8(); |
| 28 | } |
| 29 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 30 | TEST(SOFTARGMAX_NC_Q8, many_classes) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 31 | for (size_t channels = 3; channels < 100; channels++) { |
| 32 | SoftArgMaxOperatorTester() |
| 33 | .batch_size(1) |
| 34 | .channels(channels) |
| 35 | .iterations(1) |
| 36 | .TestQ8(); |
| 37 | } |
| 38 | } |
| 39 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 40 | TEST(SOFTARGMAX_NC_Q8, cifar_classes) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 41 | // CIFAR-10 |
| 42 | SoftArgMaxOperatorTester() |
| 43 | .batch_size(1) |
| 44 | .channels(10) |
| 45 | .iterations(15) |
| 46 | .TestQ8(); |
| 47 | // CIFAR-100 |
| 48 | SoftArgMaxOperatorTester() |
| 49 | .batch_size(1) |
| 50 | .channels(100) |
| 51 | .iterations(15) |
| 52 | .TestQ8(); |
| 53 | } |
| 54 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 55 | TEST(SOFTARGMAX_NC_Q8, imagenet_classes) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 56 | // ImageNet-1K |
| 57 | SoftArgMaxOperatorTester() |
| 58 | .batch_size(1) |
| 59 | .channels(1000) |
| 60 | .iterations(10) |
| 61 | .TestQ8(); |
| 62 | // ImageNet-1K+1 |
| 63 | SoftArgMaxOperatorTester() |
| 64 | .batch_size(1) |
| 65 | .channels(1001) |
| 66 | .iterations(10) |
| 67 | .TestQ8(); |
| 68 | // ImageNet-22K |
| 69 | SoftArgMaxOperatorTester() |
| 70 | .batch_size(1) |
| 71 | .channels(21841) |
| 72 | .iterations(10) |
| 73 | .TestQ8(); |
| 74 | } |
| 75 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 76 | TEST(SOFTARGMAX_NC_Q8, many_channels_with_input_scale) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 77 | for (size_t channels = 1; channels < 100; channels += 5) { |
| 78 | for (float input_scale = 1.0e-2f; input_scale < 1.0e+2f; input_scale *= 3.14159265f) { |
| 79 | SoftArgMaxOperatorTester() |
| 80 | .batch_size(1) |
| 81 | .channels(channels) |
| 82 | .input_scale(input_scale) |
| 83 | .iterations(1) |
| 84 | .TestQ8(); |
| 85 | } |
| 86 | } |
| 87 | } |
| 88 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 89 | TEST(SOFTARGMAX_NC_Q8, many_channels_with_input_zero_point) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 90 | for (size_t channels = 1; channels < 100; channels += 5) { |
| 91 | for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) { |
| 92 | SoftArgMaxOperatorTester() |
| 93 | .batch_size(1) |
| 94 | .channels(channels) |
| 95 | .input_zero_point(uint8_t(input_zero_point)) |
| 96 | .iterations(1) |
| 97 | .TestQ8(); |
| 98 | } |
| 99 | } |
| 100 | } |
| 101 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 102 | TEST(SOFTARGMAX_NC_Q8, small_batch) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 103 | for (size_t channels = 1; channels < 100; channels += 5) { |
| 104 | SoftArgMaxOperatorTester() |
| 105 | .batch_size(3) |
| 106 | .channels(channels) |
| 107 | .iterations(3) |
| 108 | .TestQ8(); |
| 109 | } |
| 110 | } |
| 111 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 112 | TEST(SOFTARGMAX_NC_Q8, small_batch_with_input_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 113 | for (size_t channels = 1; channels < 100; channels += 5) { |
| 114 | SoftArgMaxOperatorTester() |
| 115 | .batch_size(3) |
| 116 | .channels(channels) |
| 117 | .input_stride(129) |
| 118 | .iterations(3) |
| 119 | .TestQ8(); |
| 120 | } |
| 121 | } |
| 122 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 123 | TEST(SOFTARGMAX_NC_Q8, small_batch_with_output_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 124 | for (size_t channels = 1; channels < 100; channels += 5) { |
| 125 | SoftArgMaxOperatorTester() |
| 126 | .batch_size(3) |
| 127 | .channels(channels) |
| 128 | .output_stride(117) |
| 129 | .iterations(3) |
| 130 | .TestQ8(); |
| 131 | } |
| 132 | } |
| 133 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 134 | TEST(SOFTARGMAX_NC_Q8, strided_batch_with_input_and_output_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 135 | for (size_t channels = 1; channels < 100; channels += 5) { |
| 136 | SoftArgMaxOperatorTester() |
| 137 | .batch_size(3) |
| 138 | .channels(channels) |
| 139 | .input_stride(129) |
| 140 | .output_stride(117) |
| 141 | .iterations(3) |
| 142 | .TestQ8(); |
| 143 | } |
| 144 | } |