Sadik Armagan | dc032fc | 2021-01-19 17:24:21 +0000 | [diff] [blame] | 1 | // |
Teresa Charlin | ad1b3d7 | 2023-03-14 12:10:28 +0000 | [diff] [blame] | 2 | // Copyright © 2021, 2023 Arm Ltd and Contributors. All rights reserved. |
Sadik Armagan | dc032fc | 2021-01-19 17:24:21 +0000 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "ArgMinMaxTestHelper.hpp" |
| 7 | |
| 8 | #include <armnn_delegate.hpp> |
| 9 | |
| 10 | #include <flatbuffers/flatbuffers.h> |
Sadik Armagan | dc032fc | 2021-01-19 17:24:21 +0000 | [diff] [blame] | 11 | |
| 12 | #include <doctest/doctest.h> |
| 13 | |
| 14 | namespace armnnDelegate |
| 15 | { |
| 16 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 17 | void ArgMaxFP32Test(int axisValue) |
Sadik Armagan | dc032fc | 2021-01-19 17:24:21 +0000 | [diff] [blame] | 18 | { |
| 19 | // Set input data |
| 20 | std::vector<int32_t> inputShape { 1, 3, 2, 4 }; |
| 21 | std::vector<int32_t> outputShape { 1, 3, 4 }; |
| 22 | std::vector<int32_t> axisShape { 1 }; |
| 23 | |
| 24 | std::vector<float> inputValues = { 1.0f, 2.0f, 3.0f, 4.0f, |
| 25 | 5.0f, 6.0f, 7.0f, 8.0f, |
| 26 | |
| 27 | 10.0f, 20.0f, 30.0f, 40.0f, |
| 28 | 50.0f, 60.0f, 70.0f, 80.0f, |
| 29 | |
| 30 | 100.0f, 200.0f, 300.0f, 400.0f, |
| 31 | 500.0f, 600.0f, 700.0f, 800.0f }; |
| 32 | |
| 33 | std::vector<int32_t> expectedOutputValues = { 1, 1, 1, 1, |
| 34 | 1, 1, 1, 1, |
| 35 | 1, 1, 1, 1 }; |
| 36 | |
| 37 | ArgMinMaxTest<float, int32_t>(tflite::BuiltinOperator_ARG_MAX, |
| 38 | ::tflite::TensorType_FLOAT32, |
Sadik Armagan | dc032fc | 2021-01-19 17:24:21 +0000 | [diff] [blame] | 39 | inputShape, |
| 40 | axisShape, |
| 41 | outputShape, |
| 42 | inputValues, |
| 43 | expectedOutputValues, |
| 44 | axisValue, |
| 45 | ::tflite::TensorType_INT32); |
| 46 | } |
| 47 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 48 | void ArgMinFP32Test(int axisValue) |
Sadik Armagan | dc032fc | 2021-01-19 17:24:21 +0000 | [diff] [blame] | 49 | { |
| 50 | // Set input data |
| 51 | std::vector<int32_t> inputShape { 1, 3, 2, 4 }; |
| 52 | std::vector<int32_t> outputShape { 1, 3, 2 }; |
| 53 | std::vector<int32_t> axisShape { 1 }; |
| 54 | |
| 55 | std::vector<float> inputValues = { 1.0f, 2.0f, 3.0f, 4.0f, |
| 56 | 5.0f, 6.0f, 7.0f, 8.0f, |
| 57 | |
| 58 | 10.0f, 20.0f, 30.0f, 40.0f, |
| 59 | 50.0f, 60.0f, 70.0f, 80.0f, |
| 60 | |
| 61 | 100.0f, 200.0f, 300.0f, 400.0f, |
| 62 | 500.0f, 600.0f, 700.0f, 800.0f }; |
| 63 | |
| 64 | std::vector<int32_t> expectedOutputValues = { 0, 0, |
| 65 | 0, 0, |
| 66 | 0, 0 }; |
| 67 | |
| 68 | ArgMinMaxTest<float, int32_t>(tflite::BuiltinOperator_ARG_MIN, |
| 69 | ::tflite::TensorType_FLOAT32, |
Sadik Armagan | dc032fc | 2021-01-19 17:24:21 +0000 | [diff] [blame] | 70 | inputShape, |
| 71 | axisShape, |
| 72 | outputShape, |
| 73 | inputValues, |
| 74 | expectedOutputValues, |
| 75 | axisValue, |
| 76 | ::tflite::TensorType_INT32); |
| 77 | } |
| 78 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 79 | void ArgMaxUint8Test(int axisValue) |
Sadik Armagan | dc032fc | 2021-01-19 17:24:21 +0000 | [diff] [blame] | 80 | { |
| 81 | // Set input data |
| 82 | std::vector<int32_t> inputShape { 1, 1, 1, 5 }; |
| 83 | std::vector<int32_t> outputShape { 1, 1, 1 }; |
| 84 | std::vector<int32_t> axisShape { 1 }; |
| 85 | |
| 86 | std::vector<uint8_t> inputValues = { 5, 2, 8, 10, 9 }; |
| 87 | |
| 88 | std::vector<int32_t> expectedOutputValues = { 3 }; |
| 89 | |
| 90 | ArgMinMaxTest<uint8_t, int32_t>(tflite::BuiltinOperator_ARG_MAX, |
| 91 | ::tflite::TensorType_UINT8, |
Sadik Armagan | dc032fc | 2021-01-19 17:24:21 +0000 | [diff] [blame] | 92 | inputShape, |
| 93 | axisShape, |
| 94 | outputShape, |
| 95 | inputValues, |
| 96 | expectedOutputValues, |
| 97 | axisValue, |
| 98 | ::tflite::TensorType_INT32); |
| 99 | } |
| 100 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 101 | TEST_SUITE("ArgMinMax_Tests") |
Sadik Armagan | dc032fc | 2021-01-19 17:24:21 +0000 | [diff] [blame] | 102 | { |
| 103 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 104 | TEST_CASE("ArgMaxFP32Test_Test") |
| 105 | { |
| 106 | ArgMaxFP32Test(2); |
| 107 | } |
| 108 | |
| 109 | TEST_CASE("ArgMinFP32Test_Test") |
| 110 | { |
| 111 | ArgMinFP32Test(3); |
| 112 | } |
| 113 | |
| 114 | TEST_CASE("ArgMaxUint8Test_Test") |
| 115 | { |
| 116 | ArgMaxUint8Test(-1); |
| 117 | } |
Sadik Armagan | dc032fc | 2021-01-19 17:24:21 +0000 | [diff] [blame] | 118 | } |
| 119 | |
Sadik Armagan | dc032fc | 2021-01-19 17:24:21 +0000 | [diff] [blame] | 120 | } // namespace armnnDelegate |