xref: /aosp_15_r20/external/armnn/delegate/test/ResizeTest.cpp (revision 89c4ff92f2867872bb9e2354d150bf0c8c502810)
1 //
2 // Copyright © 2020, 2023 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 <schema_generated.h>
15 #include <tensorflow/lite/version.h>
16 
17 #include <doctest/doctest.h>
18 
19 namespace armnnDelegate
20 {
21 
ResizeBiliniarFloat32Test(std::vector<armnn::BackendId> & backends)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 = { 1, 5, 5, 1 };
46 
47     ResizeFP32TestImpl(tflite::BuiltinOperator_RESIZE_BILINEAR,
48                        backends,
49                        input1Values,
50                        input1Shape,
51                        input2NewShape,
52                        input2Shape,
53                        expectedOutputValues,
54                        expectedOutputShape);
55 }
56 
ResizeNearestNeighbourFloat32Test(std::vector<armnn::BackendId> & backends)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 = { 1, 1, 1, 1 };
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
135