XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1 | // Copyright 2019 Google LLC |
| 2 | // |
| 3 | // This source code is licensed under the BSD-style license found in the |
| 4 | // LICENSE file in the root directory of this source tree. |
| 5 | |
| 6 | #include <gtest/gtest.h> |
| 7 | |
| 8 | #include <xnnpack/params.h> |
| 9 | |
| 10 | #include "prelu-operator-tester.h" |
| 11 | |
| 12 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 13 | TEST(PRELU_NC_F32, unit_batch) { |
Marat Dukhan | 69c3f2c | 2019-11-06 12:30:01 -0800 | [diff] [blame] | 14 | for (size_t channels = 1; channels < xnn_params.f32.prelu.channel_tile * 10; channels += std::max<size_t>(1, xnn_params.f32.prelu.channel_tile - 1)) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15 | PReLUOperatorTester() |
| 16 | .batch_size(1) |
| 17 | .channels(channels) |
| 18 | .iterations(3) |
| 19 | .TestF32(); |
| 20 | } |
| 21 | } |
| 22 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 23 | TEST(PRELU_NC_F32, unit_batch_with_qmin) { |
Marat Dukhan | 69c3f2c | 2019-11-06 12:30:01 -0800 | [diff] [blame] | 24 | for (size_t channels = 1; channels < xnn_params.f32.prelu.channel_tile * 10; channels += std::max<size_t>(1, xnn_params.f32.prelu.channel_tile - 1)) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 25 | PReLUOperatorTester() |
| 26 | .batch_size(1) |
| 27 | .channels(channels) |
| 28 | .qmin(128) |
| 29 | .iterations(3) |
| 30 | .TestF32(); |
| 31 | } |
| 32 | } |
| 33 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 34 | TEST(PRELU_NC_F32, unit_batch_with_qmax) { |
Marat Dukhan | 69c3f2c | 2019-11-06 12:30:01 -0800 | [diff] [blame] | 35 | for (size_t channels = 1; channels < xnn_params.f32.prelu.channel_tile * 10; channels += std::max<size_t>(1, xnn_params.f32.prelu.channel_tile - 1)) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 36 | PReLUOperatorTester() |
| 37 | .batch_size(1) |
| 38 | .channels(channels) |
| 39 | .qmax(128) |
| 40 | .iterations(3) |
| 41 | .TestF32(); |
| 42 | } |
| 43 | } |
| 44 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 45 | TEST(PRELU_NC_F32, small_batch) { |
Marat Dukhan | 69c3f2c | 2019-11-06 12:30:01 -0800 | [diff] [blame] | 46 | for (size_t channels = 1; channels < xnn_params.f32.prelu.channel_tile * 10; channels += std::max<size_t>(1, xnn_params.f32.prelu.channel_tile - 1)) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 47 | PReLUOperatorTester() |
Marat Dukhan | 69c3f2c | 2019-11-06 12:30:01 -0800 | [diff] [blame] | 48 | .batch_size(xnn_params.f32.prelu.row_tile) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 49 | .channels(channels) |
| 50 | .iterations(3) |
| 51 | .TestF32(); |
| 52 | } |
| 53 | } |
| 54 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 55 | TEST(PRELU_NC_F32, small_batch_with_x_stride) { |
Marat Dukhan | 69c3f2c | 2019-11-06 12:30:01 -0800 | [diff] [blame] | 56 | for (size_t channels = 1; channels < xnn_params.f32.prelu.channel_tile * 10; channels += std::max<size_t>(1, xnn_params.f32.prelu.channel_tile - 1)) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 57 | PReLUOperatorTester() |
Marat Dukhan | 69c3f2c | 2019-11-06 12:30:01 -0800 | [diff] [blame] | 58 | .batch_size(xnn_params.f32.prelu.row_tile) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 59 | .channels(channels) |
| 60 | .x_stride(123) |
| 61 | .iterations(3) |
| 62 | .TestF32(); |
| 63 | } |
| 64 | } |
| 65 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 66 | TEST(PRELU_NC_F32, small_batch_with_y_stride) { |
Marat Dukhan | 69c3f2c | 2019-11-06 12:30:01 -0800 | [diff] [blame] | 67 | for (size_t channels = 1; channels < xnn_params.f32.prelu.channel_tile * 10; channels += std::max<size_t>(1, xnn_params.f32.prelu.channel_tile - 1)) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 68 | PReLUOperatorTester() |
Marat Dukhan | 69c3f2c | 2019-11-06 12:30:01 -0800 | [diff] [blame] | 69 | .batch_size(xnn_params.f32.prelu.row_tile) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 70 | .channels(channels) |
| 71 | .y_stride(117) |
| 72 | .iterations(3) |
| 73 | .TestF32(); |
| 74 | } |
| 75 | } |
| 76 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 77 | TEST(PRELU_NC_F32, small_batch_with_x_stride_and_y_stride) { |
Marat Dukhan | 69c3f2c | 2019-11-06 12:30:01 -0800 | [diff] [blame] | 78 | for (size_t channels = 1; channels < xnn_params.f32.prelu.channel_tile * 10; channels += std::max<size_t>(1, xnn_params.f32.prelu.channel_tile - 1)) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 79 | PReLUOperatorTester() |
Marat Dukhan | 69c3f2c | 2019-11-06 12:30:01 -0800 | [diff] [blame] | 80 | .batch_size(xnn_params.f32.prelu.row_tile) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 81 | .channels(channels) |
| 82 | .x_stride(123) |
| 83 | .y_stride(117) |
| 84 | .iterations(3) |
| 85 | .TestF32(); |
| 86 | } |
| 87 | } |
| 88 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 89 | TEST(PRELU_NC_F32, small_batch_with_qmin) { |
Marat Dukhan | 69c3f2c | 2019-11-06 12:30:01 -0800 | [diff] [blame] | 90 | for (size_t channels = 1; channels < xnn_params.f32.prelu.channel_tile * 10; channels += std::max<size_t>(1, xnn_params.f32.prelu.channel_tile - 1)) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 91 | PReLUOperatorTester() |
Marat Dukhan | 69c3f2c | 2019-11-06 12:30:01 -0800 | [diff] [blame] | 92 | .batch_size(xnn_params.f32.prelu.row_tile) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 93 | .channels(channels) |
| 94 | .qmin(128) |
| 95 | .iterations(3) |
| 96 | .TestF32(); |
| 97 | } |
| 98 | } |
| 99 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 100 | TEST(PRELU_NC_F32, small_batch_with_qmax) { |
Marat Dukhan | 69c3f2c | 2019-11-06 12:30:01 -0800 | [diff] [blame] | 101 | for (size_t channels = 1; channels < xnn_params.f32.prelu.channel_tile * 10; channels += std::max<size_t>(1, xnn_params.f32.prelu.channel_tile - 1)) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 102 | PReLUOperatorTester() |
Marat Dukhan | 69c3f2c | 2019-11-06 12:30:01 -0800 | [diff] [blame] | 103 | .batch_size(xnn_params.f32.prelu.row_tile) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 104 | .channels(channels) |
| 105 | .qmax(128) |
| 106 | .iterations(3) |
| 107 | .TestF32(); |
| 108 | } |
| 109 | } |
| 110 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 111 | TEST(PRELU_NC_F32, large_batch) { |
Marat Dukhan | 69c3f2c | 2019-11-06 12:30:01 -0800 | [diff] [blame] | 112 | for (size_t channels = 1; channels < xnn_params.f32.prelu.channel_tile * 10; channels += std::max<size_t>(1, xnn_params.f32.prelu.channel_tile - 1)) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 113 | PReLUOperatorTester() |
Marat Dukhan | 69c3f2c | 2019-11-06 12:30:01 -0800 | [diff] [blame] | 114 | .batch_size(3 * xnn_params.f32.prelu.row_tile + 1) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 115 | .channels(channels) |
| 116 | .iterations(1) |
| 117 | .TestF32(); |
| 118 | } |
| 119 | } |
| 120 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 121 | TEST(PRELU_NC_F32, large_batch_with_x_stride) { |
Marat Dukhan | 69c3f2c | 2019-11-06 12:30:01 -0800 | [diff] [blame] | 122 | for (size_t channels = 1; channels < xnn_params.f32.prelu.channel_tile * 10; channels += std::max<size_t>(1, xnn_params.f32.prelu.channel_tile - 1)) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 123 | PReLUOperatorTester() |
Marat Dukhan | 69c3f2c | 2019-11-06 12:30:01 -0800 | [diff] [blame] | 124 | .batch_size(3 * xnn_params.f32.prelu.row_tile + 1) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 125 | .channels(channels) |
| 126 | .x_stride(123) |
| 127 | .iterations(1) |
| 128 | .TestF32(); |
| 129 | } |
| 130 | } |
| 131 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 132 | TEST(PRELU_NC_F32, large_batch_with_y_stride) { |
Marat Dukhan | 69c3f2c | 2019-11-06 12:30:01 -0800 | [diff] [blame] | 133 | for (size_t channels = 1; channels < xnn_params.f32.prelu.channel_tile * 10; channels += std::max<size_t>(1, xnn_params.f32.prelu.channel_tile - 1)) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 134 | PReLUOperatorTester() |
Marat Dukhan | 69c3f2c | 2019-11-06 12:30:01 -0800 | [diff] [blame] | 135 | .batch_size(3 * xnn_params.f32.prelu.row_tile + 1) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 136 | .channels(channels) |
| 137 | .y_stride(117) |
| 138 | .iterations(1) |
| 139 | .TestF32(); |
| 140 | } |
| 141 | } |
| 142 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 143 | TEST(PRELU_NC_F32, large_batch_with_x_stride_and_y_stride) { |
Marat Dukhan | 69c3f2c | 2019-11-06 12:30:01 -0800 | [diff] [blame] | 144 | for (size_t channels = 1; channels < xnn_params.f32.prelu.channel_tile * 10; channels += std::max<size_t>(1, xnn_params.f32.prelu.channel_tile - 1)) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 145 | PReLUOperatorTester() |
Marat Dukhan | 69c3f2c | 2019-11-06 12:30:01 -0800 | [diff] [blame] | 146 | .batch_size(3 * xnn_params.f32.prelu.row_tile + 1) |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 147 | .channels(channels) |
| 148 | .x_stride(123) |
| 149 | .y_stride(117) |
| 150 | .iterations(1) |
| 151 | .TestF32(); |
| 152 | } |
| 153 | } |