Sadik Armagan | 937565b | 2021-04-21 14:03:28 +0100 | [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 | 937565b | 2021-04-21 14:03:28 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "CastTestHelper.hpp" |
| 7 | |
| 8 | #include <armnn_delegate.hpp> |
| 9 | |
| 10 | #include <flatbuffers/flatbuffers.h> |
Sadik Armagan | 937565b | 2021-04-21 14:03:28 +0100 | [diff] [blame] | 11 | |
| 12 | #include <doctest/doctest.h> |
| 13 | |
| 14 | namespace armnnDelegate |
| 15 | { |
| 16 | |
| 17 | void CastUint8ToFp32Test(std::vector<armnn::BackendId>& backends) |
| 18 | { |
| 19 | std::vector<int32_t> inputShape {1, 3, 2, 3}; |
| 20 | |
| 21 | std::vector<uint8_t> inputValues { 1, 3, 1, 3, 1, 3, 1, 3, 1, |
| 22 | 3, 1, 3, 1, 2, 1, 3, 1, 3 }; |
| 23 | |
| 24 | std::vector<float> expectedOutputValues { 1.0f, 3.0f, 1.0f, 3.0f, 1.0f, 3.0f, 1.0f, 3.0f, 1.0f, |
| 25 | 3.0f, 1.0f, 3.0f, 1.0f, 2.0f, 1.0f, 3.0f, 1.0f, 3.0f }; |
| 26 | |
| 27 | CastTest<uint8_t, float>(::tflite::TensorType_UINT8, |
| 28 | ::tflite::TensorType_FLOAT32, |
Sadik Armagan | 937565b | 2021-04-21 14:03:28 +0100 | [diff] [blame] | 29 | inputShape, |
| 30 | inputValues, |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 31 | expectedOutputValues, |
| 32 | 1.0f, |
| 33 | 0, |
| 34 | backends); |
Sadik Armagan | 937565b | 2021-04-21 14:03:28 +0100 | [diff] [blame] | 35 | } |
| 36 | |
| 37 | void CastInt32ToFp32Test(std::vector<armnn::BackendId>& backends) |
| 38 | { |
| 39 | std::vector<int32_t> inputShape {1, 3, 2, 3}; |
| 40 | |
| 41 | std::vector<int32_t> inputValues { -1, -3, -1, -3, -1, -3, -1, -3, 1, |
| 42 | 3, 1, 3, 1, 2, 1, 3, 1, 3 }; |
| 43 | |
| 44 | std::vector<float> expectedOutputValues { -1.0f, -3.0f, -1.0f, -3.0f, -1.0f, -3.0f, -1.0f, -3.0f, 1.0f, |
| 45 | 3.0f, 1.0f, 3.0f, 1.0f, 2.0f, 1.0f, 3.0f, 1.0f, 3.0f }; |
| 46 | |
| 47 | CastTest<int32_t, float>(::tflite::TensorType_INT32, |
| 48 | ::tflite::TensorType_FLOAT32, |
Sadik Armagan | 937565b | 2021-04-21 14:03:28 +0100 | [diff] [blame] | 49 | inputShape, |
| 50 | inputValues, |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 51 | expectedOutputValues, |
| 52 | 1.0f, |
| 53 | 0, |
| 54 | backends); |
Sadik Armagan | 937565b | 2021-04-21 14:03:28 +0100 | [diff] [blame] | 55 | } |
| 56 | |
| 57 | // CAST Test Suite |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 58 | TEST_SUITE("CASTTests") |
Sadik Armagan | 937565b | 2021-04-21 14:03:28 +0100 | [diff] [blame] | 59 | { |
| 60 | |
| 61 | TEST_CASE ("CAST_UINT8_TO_FP32_CpuRef_Test") |
| 62 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 63 | // This only works on CpuRef. |
Sadik Armagan | 937565b | 2021-04-21 14:03:28 +0100 | [diff] [blame] | 64 | std::vector<armnn::BackendId> backends = {armnn::Compute::CpuRef}; |
| 65 | CastUint8ToFp32Test(backends); |
| 66 | } |
| 67 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 68 | TEST_CASE ("CAST_INT32_TO_FP32_Test") |
Sadik Armagan | 937565b | 2021-04-21 14:03:28 +0100 | [diff] [blame] | 69 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame] | 70 | std::vector<armnn::BackendId> backends = {}; |
Sadik Armagan | 937565b | 2021-04-21 14:03:28 +0100 | [diff] [blame] | 71 | CastInt32ToFp32Test(backends); |
| 72 | } |
| 73 | |
| 74 | } |
| 75 | // End of CAST Test Suite |
| 76 | |
| 77 | } // namespace armnnDelegate |