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