Sadik Armagan | dc032fc | 2021-01-19 17:24:21 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2021 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "ArgMinMaxTestHelper.hpp" |
| 7 | |
| 8 | #include <armnn_delegate.hpp> |
| 9 | |
| 10 | #include <flatbuffers/flatbuffers.h> |
| 11 | #include <tensorflow/lite/schema/schema_generated.h> |
| 12 | |
| 13 | #include <doctest/doctest.h> |
| 14 | |
| 15 | namespace armnnDelegate |
| 16 | { |
| 17 | |
| 18 | void ArgMaxFP32Test(std::vector<armnn::BackendId>& backends, int axisValue) |
| 19 | { |
| 20 | // Set input data |
| 21 | std::vector<int32_t> inputShape { 1, 3, 2, 4 }; |
| 22 | std::vector<int32_t> outputShape { 1, 3, 4 }; |
| 23 | std::vector<int32_t> axisShape { 1 }; |
| 24 | |
| 25 | std::vector<float> inputValues = { 1.0f, 2.0f, 3.0f, 4.0f, |
| 26 | 5.0f, 6.0f, 7.0f, 8.0f, |
| 27 | |
| 28 | 10.0f, 20.0f, 30.0f, 40.0f, |
| 29 | 50.0f, 60.0f, 70.0f, 80.0f, |
| 30 | |
| 31 | 100.0f, 200.0f, 300.0f, 400.0f, |
| 32 | 500.0f, 600.0f, 700.0f, 800.0f }; |
| 33 | |
| 34 | std::vector<int32_t> expectedOutputValues = { 1, 1, 1, 1, |
| 35 | 1, 1, 1, 1, |
| 36 | 1, 1, 1, 1 }; |
| 37 | |
| 38 | ArgMinMaxTest<float, int32_t>(tflite::BuiltinOperator_ARG_MAX, |
| 39 | ::tflite::TensorType_FLOAT32, |
| 40 | backends, |
| 41 | inputShape, |
| 42 | axisShape, |
| 43 | outputShape, |
| 44 | inputValues, |
| 45 | expectedOutputValues, |
| 46 | axisValue, |
| 47 | ::tflite::TensorType_INT32); |
| 48 | } |
| 49 | |
| 50 | void ArgMinFP32Test(std::vector<armnn::BackendId>& backends, int axisValue) |
| 51 | { |
| 52 | // Set input data |
| 53 | std::vector<int32_t> inputShape { 1, 3, 2, 4 }; |
| 54 | std::vector<int32_t> outputShape { 1, 3, 2 }; |
| 55 | std::vector<int32_t> axisShape { 1 }; |
| 56 | |
| 57 | std::vector<float> inputValues = { 1.0f, 2.0f, 3.0f, 4.0f, |
| 58 | 5.0f, 6.0f, 7.0f, 8.0f, |
| 59 | |
| 60 | 10.0f, 20.0f, 30.0f, 40.0f, |
| 61 | 50.0f, 60.0f, 70.0f, 80.0f, |
| 62 | |
| 63 | 100.0f, 200.0f, 300.0f, 400.0f, |
| 64 | 500.0f, 600.0f, 700.0f, 800.0f }; |
| 65 | |
| 66 | std::vector<int32_t> expectedOutputValues = { 0, 0, |
| 67 | 0, 0, |
| 68 | 0, 0 }; |
| 69 | |
| 70 | ArgMinMaxTest<float, int32_t>(tflite::BuiltinOperator_ARG_MIN, |
| 71 | ::tflite::TensorType_FLOAT32, |
| 72 | backends, |
| 73 | inputShape, |
| 74 | axisShape, |
| 75 | outputShape, |
| 76 | inputValues, |
| 77 | expectedOutputValues, |
| 78 | axisValue, |
| 79 | ::tflite::TensorType_INT32); |
| 80 | } |
| 81 | |
| 82 | void ArgMaxUint8Test(std::vector<armnn::BackendId>& backends, int axisValue) |
| 83 | { |
| 84 | // Set input data |
| 85 | std::vector<int32_t> inputShape { 1, 1, 1, 5 }; |
| 86 | std::vector<int32_t> outputShape { 1, 1, 1 }; |
| 87 | std::vector<int32_t> axisShape { 1 }; |
| 88 | |
| 89 | std::vector<uint8_t> inputValues = { 5, 2, 8, 10, 9 }; |
| 90 | |
| 91 | std::vector<int32_t> expectedOutputValues = { 3 }; |
| 92 | |
| 93 | ArgMinMaxTest<uint8_t, int32_t>(tflite::BuiltinOperator_ARG_MAX, |
| 94 | ::tflite::TensorType_UINT8, |
| 95 | backends, |
| 96 | inputShape, |
| 97 | axisShape, |
| 98 | outputShape, |
| 99 | inputValues, |
| 100 | expectedOutputValues, |
| 101 | axisValue, |
| 102 | ::tflite::TensorType_INT32); |
| 103 | } |
| 104 | |
| 105 | TEST_SUITE("ArgMinMax_CpuRefTests") |
| 106 | { |
| 107 | |
| 108 | TEST_CASE ("ArgMaxFP32Test_CpuRef_Test") |
| 109 | { |
| 110 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 111 | ArgMaxFP32Test(backends, 2); |
| 112 | } |
| 113 | |
| 114 | TEST_CASE ("ArgMinFP32Test_CpuRef_Test") |
| 115 | { |
| 116 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 117 | ArgMinFP32Test(backends, 3); |
| 118 | } |
| 119 | |
| 120 | TEST_CASE ("ArgMaxUint8Test_CpuRef_Test") |
| 121 | { |
| 122 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 123 | ArgMaxUint8Test(backends, -1); |
| 124 | } |
| 125 | |
| 126 | } // TEST_SUITE("ArgMinMax_CpuRefTests") |
| 127 | |
| 128 | TEST_SUITE("ArgMinMax_CpuAccTests") |
| 129 | { |
| 130 | |
| 131 | TEST_CASE ("ArgMaxFP32Test_CpuAcc_Test") |
| 132 | { |
| 133 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 134 | ArgMaxFP32Test(backends, 2); |
| 135 | } |
| 136 | |
| 137 | TEST_CASE ("ArgMinFP32Test_CpuAcc_Test") |
| 138 | { |
| 139 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 140 | ArgMinFP32Test(backends, 3); |
| 141 | } |
| 142 | |
| 143 | TEST_CASE ("ArgMaxUint8Test_CpuAcc_Test") |
| 144 | { |
| 145 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 146 | ArgMaxUint8Test(backends, -1); |
| 147 | } |
| 148 | |
| 149 | } // TEST_SUITE("ArgMinMax_CpuAccTests") |
| 150 | |
| 151 | TEST_SUITE("ArgMinMax_GpuAccTests") |
| 152 | { |
| 153 | |
| 154 | TEST_CASE ("ArgMaxFP32Test_GpuAcc_Test") |
| 155 | { |
| 156 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
| 157 | ArgMaxFP32Test(backends, 2); |
| 158 | } |
| 159 | |
| 160 | TEST_CASE ("ArgMinFP32Test_GpuAcc_Test") |
| 161 | { |
| 162 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
| 163 | ArgMinFP32Test(backends, 3); |
| 164 | } |
| 165 | |
| 166 | TEST_CASE ("ArgMaxUint8Test_GpuAcc_Test") |
| 167 | { |
| 168 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
| 169 | ArgMaxUint8Test(backends, -1); |
| 170 | } |
| 171 | |
| 172 | } // TEST_SUITE("ArgMinMax_GpuAccTests") |
| 173 | |
| 174 | } // namespace armnnDelegate |