Jan Eilers | e339bf6 | 2020-11-10 18:43:23 +0000 | [diff] [blame] | 1 | // |
Colm Donelan | 7bcae3c | 2024-01-22 10:07:14 +0000 | [diff] [blame] | 2 | // Copyright © 2020, 2023-2024 Arm Ltd and Contributors. All rights reserved. |
Jan Eilers | e339bf6 | 2020-11-10 18:43:23 +0000 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "ResizeTestHelper.hpp" |
| 7 | |
Jan Eilers | e339bf6 | 2020-11-10 18:43:23 +0000 | [diff] [blame] | 8 | #include <doctest/doctest.h> |
| 9 | |
| 10 | namespace armnnDelegate |
| 11 | { |
| 12 | |
Colm Donelan | 7bcae3c | 2024-01-22 10:07:14 +0000 | [diff] [blame] | 13 | void ResizeBiliniarFloat32Test(const std::vector<armnn::BackendId>& backends = {}) |
Jan Eilers | e339bf6 | 2020-11-10 18:43:23 +0000 | [diff] [blame] | 14 | { |
| 15 | // Set input data |
| 16 | std::vector<float> input1Values |
| 17 | { |
| 18 | 0.0f, 1.0f, 2.0f, |
| 19 | 3.0f, 4.0f, 5.0f, |
| 20 | 6.0f, 7.0f, 8.0f |
| 21 | }; |
| 22 | const std::vector<int32_t> input2NewShape { 5, 5 }; |
| 23 | |
| 24 | // Calculate output data |
| 25 | std::vector<float> expectedOutputValues |
| 26 | { |
| 27 | 0.0f, 0.6f, 1.2f, 1.8f, 2.0f, |
| 28 | 1.8f, 2.4f, 3.0f, 3.6f, 3.8f, |
| 29 | 3.6f, 4.2f, 4.8f, 5.4f, 5.6f, |
| 30 | 5.4f, 6.0f, 6.6f, 7.2f, 7.4f, |
| 31 | 6.0f, 6.6f, 7.2f, 7.8f, 8.0f |
| 32 | }; |
| 33 | |
| 34 | const std::vector<int32_t> input1Shape { 1, 3, 3, 1 }; |
| 35 | const std::vector<int32_t> input2Shape { 2 }; |
Matthew Sloyan | ebe392d | 2023-03-30 10:12:08 +0100 | [diff] [blame] | 36 | const std::vector<int32_t> expectedOutputShape = { 1, 5, 5, 1 }; |
Jan Eilers | e339bf6 | 2020-11-10 18:43:23 +0000 | [diff] [blame] | 37 | |
| 38 | ResizeFP32TestImpl(tflite::BuiltinOperator_RESIZE_BILINEAR, |
Jan Eilers | e339bf6 | 2020-11-10 18:43:23 +0000 | [diff] [blame] | 39 | input1Values, |
| 40 | input1Shape, |
| 41 | input2NewShape, |
| 42 | input2Shape, |
| 43 | expectedOutputValues, |
| 44 | expectedOutputShape); |
| 45 | } |
| 46 | |
Colm Donelan | 7bcae3c | 2024-01-22 10:07:14 +0000 | [diff] [blame] | 47 | void ResizeNearestNeighbourFloat32Test(const std::vector<armnn::BackendId>& backends = {}) |
Jan Eilers | e339bf6 | 2020-11-10 18:43:23 +0000 | [diff] [blame] | 48 | { |
| 49 | // Set input data |
| 50 | std::vector<float> input1Values { 1.0f, 2.0f, 3.0f, 4.0f } |
| 51 | ; |
| 52 | const std::vector<int32_t> input2NewShape { 1, 1 }; |
| 53 | |
| 54 | // Calculate output data |
| 55 | std::vector<float> expectedOutputValues { 1.0f }; |
| 56 | |
| 57 | const std::vector<int32_t> input1Shape { 1, 2, 2, 1 }; |
| 58 | const std::vector<int32_t> input2Shape { 2 }; |
Matthew Sloyan | ebe392d | 2023-03-30 10:12:08 +0100 | [diff] [blame] | 59 | const std::vector<int32_t> expectedOutputShape = { 1, 1, 1, 1 }; |
Jan Eilers | e339bf6 | 2020-11-10 18:43:23 +0000 | [diff] [blame] | 60 | |
| 61 | ResizeFP32TestImpl(tflite::BuiltinOperator_RESIZE_NEAREST_NEIGHBOR, |
Jan Eilers | e339bf6 | 2020-11-10 18:43:23 +0000 | [diff] [blame] | 62 | input1Values, |
| 63 | input1Shape, |
| 64 | input2NewShape, |
| 65 | input2Shape, |
| 66 | expectedOutputValues, |
| 67 | expectedOutputShape); |
| 68 | } |
| 69 | |
Colm Donelan | 7bcae3c | 2024-01-22 10:07:14 +0000 | [diff] [blame] | 70 | TEST_SUITE("ResizeTestsTests") |
Jan Eilers | e339bf6 | 2020-11-10 18:43:23 +0000 | [diff] [blame] | 71 | { |
| 72 | |
Colm Donelan | 7bcae3c | 2024-01-22 10:07:14 +0000 | [diff] [blame] | 73 | TEST_CASE ("Resize_Biliniar_Float32_Test") |
Jan Eilers | e339bf6 | 2020-11-10 18:43:23 +0000 | [diff] [blame] | 74 | { |
Colm Donelan | 7bcae3c | 2024-01-22 10:07:14 +0000 | [diff] [blame] | 75 | ResizeBiliniarFloat32Test(); |
Jan Eilers | e339bf6 | 2020-11-10 18:43:23 +0000 | [diff] [blame] | 76 | } |
| 77 | |
Colm Donelan | 7bcae3c | 2024-01-22 10:07:14 +0000 | [diff] [blame] | 78 | TEST_CASE ("Resize_NearestNeighbour_Float32_Test") |
Jan Eilers | e339bf6 | 2020-11-10 18:43:23 +0000 | [diff] [blame] | 79 | { |
Colm Donelan | 7bcae3c | 2024-01-22 10:07:14 +0000 | [diff] [blame] | 80 | ResizeNearestNeighbourFloat32Test(); |
Jan Eilers | e339bf6 | 2020-11-10 18:43:23 +0000 | [diff] [blame] | 81 | } |
| 82 | |
Colm Donelan | 7bcae3c | 2024-01-22 10:07:14 +0000 | [diff] [blame] | 83 | } // TEST_SUITE("ResizeTestsTests") |
Jan Eilers | e339bf6 | 2020-11-10 18:43:23 +0000 | [diff] [blame] | 84 | |
| 85 | } // namespace armnnDelegate |