1 //
2 // Copyright © 2021, 2023 Arm Ltd and Contributors. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5
6 #include "CastTestHelper.hpp"
7
8 #include <armnn_delegate.hpp>
9
10 #include <flatbuffers/flatbuffers.h>
11 #include <schema_generated.h>
12
13 #include <doctest/doctest.h>
14
15 namespace armnnDelegate
16 {
17
CastUint8ToFp32Test(std::vector<armnn::BackendId> & backends)18 void CastUint8ToFp32Test(std::vector<armnn::BackendId>& backends)
19 {
20 std::vector<int32_t> inputShape {1, 3, 2, 3};
21
22 std::vector<uint8_t> inputValues { 1, 3, 1, 3, 1, 3, 1, 3, 1,
23 3, 1, 3, 1, 2, 1, 3, 1, 3 };
24
25 std::vector<float> expectedOutputValues { 1.0f, 3.0f, 1.0f, 3.0f, 1.0f, 3.0f, 1.0f, 3.0f, 1.0f,
26 3.0f, 1.0f, 3.0f, 1.0f, 2.0f, 1.0f, 3.0f, 1.0f, 3.0f };
27
28 CastTest<uint8_t, float>(::tflite::TensorType_UINT8,
29 ::tflite::TensorType_FLOAT32,
30 backends,
31 inputShape,
32 inputValues,
33 expectedOutputValues);
34 }
35
CastInt32ToFp32Test(std::vector<armnn::BackendId> & backends)36 void CastInt32ToFp32Test(std::vector<armnn::BackendId>& backends)
37 {
38 std::vector<int32_t> inputShape {1, 3, 2, 3};
39
40 std::vector<int32_t> inputValues { -1, -3, -1, -3, -1, -3, -1, -3, 1,
41 3, 1, 3, 1, 2, 1, 3, 1, 3 };
42
43 std::vector<float> expectedOutputValues { -1.0f, -3.0f, -1.0f, -3.0f, -1.0f, -3.0f, -1.0f, -3.0f, 1.0f,
44 3.0f, 1.0f, 3.0f, 1.0f, 2.0f, 1.0f, 3.0f, 1.0f, 3.0f };
45
46 CastTest<int32_t, float>(::tflite::TensorType_INT32,
47 ::tflite::TensorType_FLOAT32,
48 backends,
49 inputShape,
50 inputValues,
51 expectedOutputValues);
52 }
53
54 // CAST Test Suite
55 TEST_SUITE("CAST_CpuRefTests")
56 {
57
58 TEST_CASE ("CAST_UINT8_TO_FP32_CpuRef_Test")
59 {
60 std::vector<armnn::BackendId> backends = {armnn::Compute::CpuRef};
61 CastUint8ToFp32Test(backends);
62 }
63
64 TEST_CASE ("CAST_INT32_TO_FP32_CpuRef_Test")
65 {
66 std::vector<armnn::BackendId> backends = {armnn::Compute::CpuRef};
67 CastInt32ToFp32Test(backends);
68 }
69
70 }
71
72 TEST_SUITE("CAST_CpuAccTests")
73 {
74
75 TEST_CASE ("CAST_INT32_TO_FP32_CpuAcc_Test")
76 {
77 std::vector<armnn::BackendId> backends = {armnn::Compute::CpuAcc};
78 CastInt32ToFp32Test(backends);
79 }
80
81 }
82
83 TEST_SUITE("CAST_GpuAccTests")
84 {
85
86 TEST_CASE ("CAST_INT32_TO_FP32_GpuAcc_Test")
87 {
88 std::vector<armnn::BackendId> backends = {armnn::Compute::GpuAcc};
89 CastInt32ToFp32Test(backends);
90 }
91
92 }
93 // End of CAST Test Suite
94
95 } // namespace armnnDelegate