1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
|
//
// Copyright © 2017 Arm Ltd. All rights reserved.
// SPDX-License-Identifier: MIT
//
#include "../NeonWorkloadFactory.hpp"
#include <neon/NeonBackend.hpp>
#include <armnnTestUtils/LayerTestResult.hpp>
#include <armnnTestUtils/MemCopyTestImpl.hpp>
#include <armnnTestUtils/MockBackend.hpp>
#include <doctest/doctest.h>
namespace
{
template <>
struct MemCopyTestHelper<armnn::NeonWorkloadFactory>
{
static armnn::IBackendInternal::IMemoryManagerSharedPtr GetMemoryManager()
{
armnn::NeonBackend backend;
return backend.CreateMemoryManager();
}
static armnn::NeonWorkloadFactory GetFactory(
const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
const armnn::ModelOptions& modelOptions = {})
{
armnn::NeonBackend backend;
return armnn::NeonWorkloadFactory(armnn::PolymorphicPointerDowncast<armnn::NeonMemoryManager>(memoryManager),
backend.CreateBackendSpecificModelContext(modelOptions));
}
};
} // namespace
TEST_SUITE("NeonMemCopy")
{
TEST_CASE("CopyBetweenCpuAndNeon")
{
LayerTestResult<float, 4> result =
MemCopyTest<armnn::MockWorkloadFactory, armnn::NeonWorkloadFactory, armnn::DataType::Float32>(false);
auto predResult = CompareTensors(result.m_ActualData, result.m_ExpectedData,
result.m_ActualShape, result.m_ExpectedShape);
CHECK_MESSAGE(predResult.m_Result, predResult.m_Message.str());
}
TEST_CASE("CopyBetweenNeonAndCpu")
{
LayerTestResult<float, 4> result =
MemCopyTest<armnn::NeonWorkloadFactory, armnn::MockWorkloadFactory, armnn::DataType::Float32>(false);
auto predResult = CompareTensors(result.m_ActualData, result.m_ExpectedData,
result.m_ActualShape, result.m_ExpectedShape);
CHECK_MESSAGE(predResult.m_Result, predResult.m_Message.str());
}
TEST_CASE("CopyBetweenCpuAndNeonWithSubtensors")
{
LayerTestResult<float, 4> result =
MemCopyTest<armnn::MockWorkloadFactory, armnn::NeonWorkloadFactory, armnn::DataType::Float32>(true);
auto predResult = CompareTensors(result.m_ActualData, result.m_ExpectedData,
result.m_ActualShape, result.m_ExpectedShape);
CHECK_MESSAGE(predResult.m_Result, predResult.m_Message.str());
}
TEST_CASE("CopyBetweenNeonAndCpuWithSubtensors")
{
LayerTestResult<float, 4> result =
MemCopyTest<armnn::NeonWorkloadFactory, armnn::MockWorkloadFactory, armnn::DataType::Float32>(true);
auto predResult = CompareTensors(result.m_ActualData, result.m_ExpectedData,
result.m_ActualShape, result.m_ExpectedShape);
CHECK_MESSAGE(predResult.m_Result, predResult.m_Message.str());
}
}
|