Jan Eilers | e339bf6 | 2020-11-10 18:43:23 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2020 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "ResizeTestHelper.hpp" |
| 7 | |
| 8 | #include <armnn_delegate.hpp> |
| 9 | |
| 10 | #include <flatbuffers/flatbuffers.h> |
| 11 | #include <tensorflow/lite/interpreter.h> |
| 12 | #include <tensorflow/lite/kernels/register.h> |
| 13 | #include <tensorflow/lite/model.h> |
| 14 | #include <tensorflow/lite/schema/schema_generated.h> |
| 15 | #include <tensorflow/lite/version.h> |
| 16 | |
| 17 | #include <doctest/doctest.h> |
| 18 | |
| 19 | namespace armnnDelegate |
| 20 | { |
| 21 | |
| 22 | void ResizeBiliniarFloat32Test(std::vector<armnn::BackendId>& backends) |
| 23 | { |
| 24 | // Set input data |
| 25 | std::vector<float> input1Values |
| 26 | { |
| 27 | 0.0f, 1.0f, 2.0f, |
| 28 | 3.0f, 4.0f, 5.0f, |
| 29 | 6.0f, 7.0f, 8.0f |
| 30 | }; |
| 31 | const std::vector<int32_t> input2NewShape { 5, 5 }; |
| 32 | |
| 33 | // Calculate output data |
| 34 | std::vector<float> expectedOutputValues |
| 35 | { |
| 36 | 0.0f, 0.6f, 1.2f, 1.8f, 2.0f, |
| 37 | 1.8f, 2.4f, 3.0f, 3.6f, 3.8f, |
| 38 | 3.6f, 4.2f, 4.8f, 5.4f, 5.6f, |
| 39 | 5.4f, 6.0f, 6.6f, 7.2f, 7.4f, |
| 40 | 6.0f, 6.6f, 7.2f, 7.8f, 8.0f |
| 41 | }; |
| 42 | |
| 43 | const std::vector<int32_t> input1Shape { 1, 3, 3, 1 }; |
| 44 | const std::vector<int32_t> input2Shape { 2 }; |
| 45 | const std::vector<int32_t> expectedOutputShape = input2NewShape; |
| 46 | |
| 47 | ResizeFP32TestImpl(tflite::BuiltinOperator_RESIZE_BILINEAR, |
| 48 | backends, |
| 49 | input1Values, |
| 50 | input1Shape, |
| 51 | input2NewShape, |
| 52 | input2Shape, |
| 53 | expectedOutputValues, |
| 54 | expectedOutputShape); |
| 55 | } |
| 56 | |
| 57 | void ResizeNearestNeighbourFloat32Test(std::vector<armnn::BackendId>& backends) |
| 58 | { |
| 59 | // Set input data |
| 60 | std::vector<float> input1Values { 1.0f, 2.0f, 3.0f, 4.0f } |
| 61 | ; |
| 62 | const std::vector<int32_t> input2NewShape { 1, 1 }; |
| 63 | |
| 64 | // Calculate output data |
| 65 | std::vector<float> expectedOutputValues { 1.0f }; |
| 66 | |
| 67 | const std::vector<int32_t> input1Shape { 1, 2, 2, 1 }; |
| 68 | const std::vector<int32_t> input2Shape { 2 }; |
| 69 | const std::vector<int32_t> expectedOutputShape = input2NewShape; |
| 70 | |
| 71 | ResizeFP32TestImpl(tflite::BuiltinOperator_RESIZE_NEAREST_NEIGHBOR, |
| 72 | backends, |
| 73 | input1Values, |
| 74 | input1Shape, |
| 75 | input2NewShape, |
| 76 | input2Shape, |
| 77 | expectedOutputValues, |
| 78 | expectedOutputShape); |
| 79 | } |
| 80 | |
| 81 | TEST_SUITE("ResizeTests_GpuAccTests") |
| 82 | { |
| 83 | |
| 84 | TEST_CASE ("Resize_Biliniar_Float32_GpuAcc_Test") |
| 85 | { |
| 86 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
| 87 | ResizeBiliniarFloat32Test(backends); |
| 88 | } |
| 89 | |
| 90 | TEST_CASE ("Resize_NearestNeighbour_Float32_GpuAcc_Test") |
| 91 | { |
| 92 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
| 93 | ResizeNearestNeighbourFloat32Test(backends); |
| 94 | } |
| 95 | |
| 96 | } // TEST_SUITE("ResizeTests_GpuAccTests") |
| 97 | |
| 98 | |
| 99 | TEST_SUITE("ResizeTests_CpuAccTests") |
| 100 | { |
| 101 | |
| 102 | TEST_CASE ("Resize_Biliniar_Float32_CpuAcc_Test") |
| 103 | { |
| 104 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 105 | ResizeBiliniarFloat32Test(backends); |
| 106 | } |
| 107 | |
| 108 | TEST_CASE ("Resize_NearestNeighbour_Float32_CpuAcc_Test") |
| 109 | { |
| 110 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 111 | ResizeNearestNeighbourFloat32Test(backends); |
| 112 | } |
| 113 | |
| 114 | } // TEST_SUITE("ResizeTests_CpuAccTests") |
| 115 | |
| 116 | |
| 117 | TEST_SUITE("ResizeTests_CpuRefTests") |
| 118 | { |
| 119 | |
| 120 | TEST_CASE ("Resize_Biliniar_Float32_CpuRef_Test") |
| 121 | { |
| 122 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 123 | ResizeBiliniarFloat32Test(backends); |
| 124 | } |
| 125 | |
| 126 | TEST_CASE ("Resize_NearestNeighbour_Float32_CpuRef_Test") |
| 127 | { |
| 128 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 129 | ResizeNearestNeighbourFloat32Test(backends); |
| 130 | } |
| 131 | |
| 132 | } // TEST_SUITE("ResizeTests_CpuRefTests") |
| 133 | |
| 134 | } // namespace armnnDelegate |