Sadik Armagan | dc032fc | 2021-01-19 17:24:21 +0000 | [diff] [blame] | 1 | // |
Colm Donelan | 7bcae3c | 2024-01-22 10:07:14 +0000 | [diff] [blame] | 2 | // Copyright © 2021, 2023-2024 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 | |
Sadik Armagan | dc032fc | 2021-01-19 17:24:21 +0000 | [diff] [blame] | 8 | #include <doctest/doctest.h> |
| 9 | |
| 10 | namespace armnnDelegate |
| 11 | { |
| 12 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 13 | void ArgMaxFP32Test(int axisValue) |
Sadik Armagan | dc032fc | 2021-01-19 17:24:21 +0000 | [diff] [blame] | 14 | { |
| 15 | // Set input data |
| 16 | std::vector<int32_t> inputShape { 1, 3, 2, 4 }; |
| 17 | std::vector<int32_t> outputShape { 1, 3, 4 }; |
| 18 | std::vector<int32_t> axisShape { 1 }; |
| 19 | |
| 20 | std::vector<float> inputValues = { 1.0f, 2.0f, 3.0f, 4.0f, |
| 21 | 5.0f, 6.0f, 7.0f, 8.0f, |
| 22 | |
| 23 | 10.0f, 20.0f, 30.0f, 40.0f, |
| 24 | 50.0f, 60.0f, 70.0f, 80.0f, |
| 25 | |
| 26 | 100.0f, 200.0f, 300.0f, 400.0f, |
| 27 | 500.0f, 600.0f, 700.0f, 800.0f }; |
| 28 | |
| 29 | std::vector<int32_t> expectedOutputValues = { 1, 1, 1, 1, |
| 30 | 1, 1, 1, 1, |
| 31 | 1, 1, 1, 1 }; |
| 32 | |
| 33 | ArgMinMaxTest<float, int32_t>(tflite::BuiltinOperator_ARG_MAX, |
| 34 | ::tflite::TensorType_FLOAT32, |
Sadik Armagan | dc032fc | 2021-01-19 17:24:21 +0000 | [diff] [blame] | 35 | inputShape, |
| 36 | axisShape, |
| 37 | outputShape, |
| 38 | inputValues, |
| 39 | expectedOutputValues, |
| 40 | axisValue, |
| 41 | ::tflite::TensorType_INT32); |
| 42 | } |
| 43 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 44 | void ArgMinFP32Test(int axisValue) |
Sadik Armagan | dc032fc | 2021-01-19 17:24:21 +0000 | [diff] [blame] | 45 | { |
| 46 | // Set input data |
| 47 | std::vector<int32_t> inputShape { 1, 3, 2, 4 }; |
| 48 | std::vector<int32_t> outputShape { 1, 3, 2 }; |
| 49 | std::vector<int32_t> axisShape { 1 }; |
| 50 | |
| 51 | std::vector<float> inputValues = { 1.0f, 2.0f, 3.0f, 4.0f, |
| 52 | 5.0f, 6.0f, 7.0f, 8.0f, |
| 53 | |
| 54 | 10.0f, 20.0f, 30.0f, 40.0f, |
| 55 | 50.0f, 60.0f, 70.0f, 80.0f, |
| 56 | |
| 57 | 100.0f, 200.0f, 300.0f, 400.0f, |
| 58 | 500.0f, 600.0f, 700.0f, 800.0f }; |
| 59 | |
| 60 | std::vector<int32_t> expectedOutputValues = { 0, 0, |
| 61 | 0, 0, |
| 62 | 0, 0 }; |
| 63 | |
| 64 | ArgMinMaxTest<float, int32_t>(tflite::BuiltinOperator_ARG_MIN, |
| 65 | ::tflite::TensorType_FLOAT32, |
Sadik Armagan | dc032fc | 2021-01-19 17:24:21 +0000 | [diff] [blame] | 66 | inputShape, |
| 67 | axisShape, |
| 68 | outputShape, |
| 69 | inputValues, |
| 70 | expectedOutputValues, |
| 71 | axisValue, |
| 72 | ::tflite::TensorType_INT32); |
| 73 | } |
| 74 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 75 | void ArgMaxUint8Test(int axisValue) |
Sadik Armagan | dc032fc | 2021-01-19 17:24:21 +0000 | [diff] [blame] | 76 | { |
| 77 | // Set input data |
| 78 | std::vector<int32_t> inputShape { 1, 1, 1, 5 }; |
| 79 | std::vector<int32_t> outputShape { 1, 1, 1 }; |
| 80 | std::vector<int32_t> axisShape { 1 }; |
| 81 | |
| 82 | std::vector<uint8_t> inputValues = { 5, 2, 8, 10, 9 }; |
| 83 | |
| 84 | std::vector<int32_t> expectedOutputValues = { 3 }; |
| 85 | |
| 86 | ArgMinMaxTest<uint8_t, int32_t>(tflite::BuiltinOperator_ARG_MAX, |
| 87 | ::tflite::TensorType_UINT8, |
Sadik Armagan | dc032fc | 2021-01-19 17:24:21 +0000 | [diff] [blame] | 88 | inputShape, |
| 89 | axisShape, |
| 90 | outputShape, |
| 91 | inputValues, |
| 92 | expectedOutputValues, |
| 93 | axisValue, |
| 94 | ::tflite::TensorType_INT32); |
| 95 | } |
| 96 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 97 | TEST_SUITE("ArgMinMax_Tests") |
Sadik Armagan | dc032fc | 2021-01-19 17:24:21 +0000 | [diff] [blame] | 98 | { |
| 99 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 100 | TEST_CASE("ArgMaxFP32Test_Test") |
| 101 | { |
| 102 | ArgMaxFP32Test(2); |
| 103 | } |
| 104 | |
| 105 | TEST_CASE("ArgMinFP32Test_Test") |
| 106 | { |
| 107 | ArgMinFP32Test(3); |
| 108 | } |
| 109 | |
| 110 | TEST_CASE("ArgMaxUint8Test_Test") |
| 111 | { |
| 112 | ArgMaxUint8Test(-1); |
| 113 | } |
Sadik Armagan | dc032fc | 2021-01-19 17:24:21 +0000 | [diff] [blame] | 114 | } |
| 115 | |
Sadik Armagan | dc032fc | 2021-01-19 17:24:21 +0000 | [diff] [blame] | 116 | } // namespace armnnDelegate |