IVGCVSW-6635 Move MemCopyTestImpl from acl to armnnTestUtils.
* Move MemCopyTestImpl.hpp from src/backends/aclCommon/test/ to
include/armnnTestutils.
* Refactor MemCopyTests in aclCommon, cl and Neon.
* Introduce RefMemCopyTests to exercise this utility in x86 builds.
Signed-off-by: Colm Donelan <colm.donelan@arm.com>
Change-Id: I8824f013d3656658ed0a2904bb79384e3af68641
diff --git a/src/armnn/optimizations/FoldPadIntoLayer2d.hpp b/src/armnn/optimizations/FoldPadIntoLayer2d.hpp
index 7318888..87117de 100644
--- a/src/armnn/optimizations/FoldPadIntoLayer2d.hpp
+++ b/src/armnn/optimizations/FoldPadIntoLayer2d.hpp
@@ -7,7 +7,7 @@
#include "Optimization.hpp"
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <armnn/utility/PolymorphicDowncast.hpp>
#include <armnnUtils/DataLayoutIndexed.hpp>
diff --git a/src/armnn/test/TensorHelpers.hpp b/src/armnn/test/TensorHelpers.hpp
index 626cda3..c3571d0 100644
--- a/src/armnn/test/TensorHelpers.hpp
+++ b/src/armnn/test/TensorHelpers.hpp
@@ -3,7 +3,8 @@
// SPDX-License-Identifier: MIT
//
-// This file is deprecated and will be removed soon.
-// Please use the new header in armnnTestUtils instead.
-// This will use the new armnnTestUtils header.
-#include "../../armnnTestUtils/TensorHelpers.hpp"
\ No newline at end of file
+#pragma message("./src/armnn/test/TensorHelpers.hpp has been deprecated, it" \
+ " is due for removal in 22.11 release. Please use public" \
+ " interface include/armnnTestUtils/TensorHelpers.hpp")
+
+#include "armnnTestUtils/TensorHelpers.hpp"
\ No newline at end of file
diff --git a/src/armnn/test/optimizations/FuseActivationTests.cpp b/src/armnn/test/optimizations/FuseActivationTests.cpp
index 99b2b80..ac327bb 100644
--- a/src/armnn/test/optimizations/FuseActivationTests.cpp
+++ b/src/armnn/test/optimizations/FuseActivationTests.cpp
@@ -13,7 +13,7 @@
#include <doctest/doctest.h>
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <string>
using namespace armnn;
diff --git a/src/armnnDeserializer/test/DeserializeCast.cpp b/src/armnnDeserializer/test/DeserializeCast.cpp
index b56b6ce..d976315 100644
--- a/src/armnnDeserializer/test/DeserializeCast.cpp
+++ b/src/armnnDeserializer/test/DeserializeCast.cpp
@@ -6,7 +6,7 @@
#include "ParserFlatbuffersSerializeFixture.hpp"
#include <armnnDeserializer/IDeserializer.hpp>
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <ResolveType.hpp>
#include <string>
diff --git a/src/armnnDeserializer/test/DeserializeComparison.cpp b/src/armnnDeserializer/test/DeserializeComparison.cpp
index 3dda34c..0f60250 100644
--- a/src/armnnDeserializer/test/DeserializeComparison.cpp
+++ b/src/armnnDeserializer/test/DeserializeComparison.cpp
@@ -6,7 +6,7 @@
#include "ParserFlatbuffersSerializeFixture.hpp"
#include <armnnDeserializer/IDeserializer.hpp>
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <ResolveType.hpp>
#include <string>
diff --git a/src/armnnDeserializer/test/ParserFlatbuffersSerializeFixture.hpp b/src/armnnDeserializer/test/ParserFlatbuffersSerializeFixture.hpp
index 246f5b4..31ff026 100644
--- a/src/armnnDeserializer/test/ParserFlatbuffersSerializeFixture.hpp
+++ b/src/armnnDeserializer/test/ParserFlatbuffersSerializeFixture.hpp
@@ -6,7 +6,7 @@
#pragma once
#include "SchemaSerialize.hpp"
-#include "TensorHelpers.hpp"
+#include <armnnTestUtils/TensorHelpers.hpp>
#include "flatbuffers/idl.h"
#include "flatbuffers/util.h"
diff --git a/src/armnnTestUtils/CMakeLists.txt b/src/armnnTestUtils/CMakeLists.txt
index cab0ba3..e33fed7 100755
--- a/src/armnnTestUtils/CMakeLists.txt
+++ b/src/armnnTestUtils/CMakeLists.txt
@@ -11,10 +11,11 @@
../../include/armnnTestUtils/MockBackend.hpp
../../include/armnnTestUtils/MockMemoryManager.hpp
../../include/armnnTestUtils/MockTensorHandle.hpp
+ ../../include/armnnTestUtils/MockWorkloadFactoryHelper.hpp
../../include/armnnTestUtils/PredicateResult.hpp
../../include/armnnTestUtils/TensorCopyUtils.hpp
../../include/armnnTestUtils/WorkloadTestUtils.hpp
- TensorHelpers.hpp
+ ../../include/armnnTestUtils/TensorHelpers.hpp
CreateWorkload.hpp
CommonTestUtils.cpp
CommonTestUtils.hpp
@@ -24,9 +25,7 @@
MockBackend.cpp
MockMemoryManager.cpp
MockTensorHandle.cpp
- MockTensorHandleFactory.hpp
MockTensorHandleFactory.cpp
- MockWorkloadFactoryHelper.hpp
TensorCopyUtils.cpp
TestUtils.cpp
TestUtils.hpp
diff --git a/src/armnnTestUtils/MockBackend.cpp b/src/armnnTestUtils/MockBackend.cpp
index 40f97cd..29996bf 100644
--- a/src/armnnTestUtils/MockBackend.cpp
+++ b/src/armnnTestUtils/MockBackend.cpp
@@ -15,6 +15,12 @@
return "CpuMock";
}
+const BackendId& MockBackend::GetIdStatic()
+{
+ static const BackendId s_Id{MockBackendId()};
+ return s_Id;
+}
+
namespace
{
static const BackendId s_Id{ MockBackendId() };
diff --git a/src/armnnTestUtils/MockWorkloadFactoryHelper.hpp b/src/armnnTestUtils/MockWorkloadFactoryHelper.hpp
deleted file mode 100644
index 6b61cf6..0000000
--- a/src/armnnTestUtils/MockWorkloadFactoryHelper.hpp
+++ /dev/null
@@ -1,41 +0,0 @@
-//
-// Copyright © 2022 Arm Ltd and Contributors. All rights reserved.
-// SPDX-License-Identifier: MIT
-//
-
-#pragma once
-
-#include <MockTensorHandleFactory.hpp>
-#include <armnnTestUtils/MockBackend.hpp>
-#include <backendsCommon/test/WorkloadFactoryHelper.hpp>
-
-namespace
-{
-
-template <>
-struct WorkloadFactoryHelper<armnn::MockWorkloadFactory>
-{
- static armnn::IBackendInternal::IMemoryManagerSharedPtr GetMemoryManager()
- {
- armnn::MockBackend backend;
- return backend.CreateMemoryManager();
- }
-
- static armnn::MockWorkloadFactory
- GetFactory(const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager = nullptr)
- {
- IgnoreUnused(memoryManager);
- return armnn::MockWorkloadFactory();
- }
-
- static armnn::MockTensorHandleFactory
- GetTensorHandleFactory(const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager = nullptr)
- {
-
- return armnn::MockTensorHandleFactory(std::static_pointer_cast<armnn::MockMemoryManager>(memoryManager));
- }
-};
-
-using MockWorkloadFactoryHelper = WorkloadFactoryHelper<armnn::MockWorkloadFactory>;
-
-} // anonymous namespace
diff --git a/src/armnnTestUtils/TensorHelpers.hpp b/src/armnnTestUtils/TensorHelpers.hpp
deleted file mode 100644
index d51e4b1..0000000
--- a/src/armnnTestUtils/TensorHelpers.hpp
+++ /dev/null
@@ -1,235 +0,0 @@
-//
-// Copyright © 2017 Arm Ltd and Contributors. All rights reserved.
-// SPDX-License-Identifier: MIT
-//
-#pragma once
-
-#include <armnnTestUtils/PredicateResult.hpp>
-
-#include <armnn/Tensor.hpp>
-#include <armnn/utility/Assert.hpp>
-#include <armnnUtils/FloatingPointComparison.hpp>
-
-#include <QuantizeHelper.hpp>
-
-#include <doctest/doctest.h>
-
-#include <array>
-#include <cmath>
-#include <random>
-#include <vector>
-
-constexpr float g_FloatCloseToZeroTolerance = 1.0e-6f;
-
-template<typename T, bool isQuantized = true>
-struct SelectiveComparer
-{
- static bool Compare(T a, T b)
- {
- return (std::max(a, b) - std::min(a, b)) <= 1;
- }
-
-};
-
-template<typename T>
-struct SelectiveComparer<T, false>
-{
- static bool Compare(T a, T b)
- {
- // If a or b is zero, percent_tolerance does an exact match, so compare to a small, constant tolerance instead.
- if (a == 0.0f || b == 0.0f)
- {
- return std::abs(a - b) <= g_FloatCloseToZeroTolerance;
- }
-
- if (std::isinf(a) && a == b)
- {
- return true;
- }
-
- if (std::isnan(a) && std::isnan(b))
- {
- return true;
- }
-
- // For unquantized floats we use a tolerance of 1%.
- return armnnUtils::within_percentage_tolerance(a, b);
- }
-};
-
-template<typename T>
-bool SelectiveCompare(T a, T b)
-{
- return SelectiveComparer<T, armnn::IsQuantizedType<T>()>::Compare(a, b);
-};
-
-template<typename T>
-bool SelectiveCompareBoolean(T a, T b)
-{
- return (((a == 0) && (b == 0)) || ((a != 0) && (b != 0)));
-};
-
-template <typename T>
-armnn::PredicateResult CompareTensors(const std::vector<T>& actualData,
- const std::vector<T>& expectedData,
- const armnn::TensorShape& actualShape,
- const armnn::TensorShape& expectedShape,
- bool compareBoolean = false,
- bool isDynamic = false)
-{
- if (actualData.size() != expectedData.size())
- {
- armnn::PredicateResult res(false);
- res.Message() << "Different data size ["
- << actualData.size()
- << "!="
- << expectedData.size()
- << "]";
- return res;
- }
-
- if (actualShape.GetNumDimensions() != expectedShape.GetNumDimensions())
- {
- armnn::PredicateResult res(false);
- res.Message() << "Different number of dimensions ["
- << actualShape.GetNumDimensions()
- << "!="
- << expectedShape.GetNumDimensions()
- << "]";
- return res;
- }
-
- if (actualShape.GetNumElements() != expectedShape.GetNumElements())
- {
- armnn::PredicateResult res(false);
- res.Message() << "Different number of elements ["
- << actualShape.GetNumElements()
- << "!="
- << expectedShape.GetNumElements()
- << "]";
- return res;
- }
-
- unsigned int numberOfDimensions = actualShape.GetNumDimensions();
-
- if (!isDynamic)
- {
- // Checks they are same shape.
- for (unsigned int i = 0; i < numberOfDimensions; ++i)
- {
- if (actualShape[i] != expectedShape[i])
- {
- armnn::PredicateResult res(false);
- res.Message() << "Different shapes ["
- << actualShape[i]
- << "!="
- << expectedShape[i]
- << "]";
- return res;
- }
- }
- }
-
- // Fun iteration over n dimensions.
- std::vector<unsigned int> indices;
- for (unsigned int i = 0; i < numberOfDimensions; i++)
- {
- indices.emplace_back(0);
- }
-
- std::stringstream errorString;
- int numFailedElements = 0;
- constexpr int maxReportedDifferences = 3;
- unsigned int index = 0;
-
- // Compare data element by element.
- while (true)
- {
- bool comparison;
- // As true for uint8_t is non-zero (1-255) we must have a dedicated compare for Booleans.
- if(compareBoolean)
- {
- comparison = SelectiveCompareBoolean(actualData[index], expectedData[index]);
- }
- else
- {
- comparison = SelectiveCompare(actualData[index], expectedData[index]);
- }
-
- if (!comparison)
- {
- ++numFailedElements;
-
- if (numFailedElements <= maxReportedDifferences)
- {
- if (numFailedElements >= 2)
- {
- errorString << ", ";
- }
- errorString << "[";
- for (unsigned int i = 0; i < numberOfDimensions; ++i)
- {
- errorString << indices[i];
- if (i != numberOfDimensions - 1)
- {
- errorString << ",";
- }
- }
- errorString << "]";
-
- errorString << " (" << +actualData[index] << " != " << +expectedData[index] << ")";
- }
- }
-
- ++indices[numberOfDimensions - 1];
- for (unsigned int i=numberOfDimensions-1; i>0; i--)
- {
- if (indices[i] == actualShape[i])
- {
- indices[i] = 0;
- ++indices[i - 1];
- }
- }
- if (indices[0] == actualShape[0])
- {
- break;
- }
-
- index++;
- }
-
- armnn::PredicateResult comparisonResult(true);
- if (numFailedElements > 0)
- {
- comparisonResult.SetResult(false);
- comparisonResult.Message() << numFailedElements << " different values at: ";
- if (numFailedElements > maxReportedDifferences)
- {
- errorString << ", ... (and " << (numFailedElements - maxReportedDifferences) << " other differences)";
- }
- comparisonResult.Message() << errorString.str();
- }
-
- return comparisonResult;
-}
-
-template <typename T>
-std::vector<T> MakeRandomTensor(const armnn::TensorInfo& tensorInfo,
- unsigned int seed,
- float min = -10.0f,
- float max = 10.0f)
-{
- std::mt19937 gen(seed);
- std::uniform_real_distribution<float> dist(min, max);
-
- std::vector<float> init(tensorInfo.GetNumElements());
- for (unsigned int i = 0; i < init.size(); i++)
- {
- init[i] = dist(gen);
- }
-
- const float qScale = tensorInfo.GetQuantizationScale();
- const int32_t qOffset = tensorInfo.GetQuantizationOffset();
-
- return armnnUtils::QuantizedVector<T>(init, qScale, qOffset);
-}
diff --git a/src/armnnTestUtils/UnitTests.hpp b/src/armnnTestUtils/UnitTests.hpp
index 82b87a1..f560720 100644
--- a/src/armnnTestUtils/UnitTests.hpp
+++ b/src/armnnTestUtils/UnitTests.hpp
@@ -4,7 +4,7 @@
//
#pragma once
-#include "TensorHelpers.hpp"
+#include "armnnTestUtils/TensorHelpers.hpp"
#include <armnn/Logging.hpp>
#include <armnn/Utils.hpp>
diff --git a/src/armnnTfLiteParser/test/DetectionPostProcess.cpp b/src/armnnTfLiteParser/test/DetectionPostProcess.cpp
index 5dc78c6..2f9f29c 100644
--- a/src/armnnTfLiteParser/test/DetectionPostProcess.cpp
+++ b/src/armnnTfLiteParser/test/DetectionPostProcess.cpp
@@ -9,7 +9,7 @@
#include <GraphUtils.hpp>
#include <armnn/utility/PolymorphicDowncast.hpp>
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
TEST_SUITE("TensorflowLiteParser_DetectionPostProcess")
{
diff --git a/src/armnnTfLiteParser/test/ParserFlatbuffersFixture.hpp b/src/armnnTfLiteParser/test/ParserFlatbuffersFixture.hpp
index 116dd15..9e98774 100644
--- a/src/armnnTfLiteParser/test/ParserFlatbuffersFixture.hpp
+++ b/src/armnnTfLiteParser/test/ParserFlatbuffersFixture.hpp
@@ -16,7 +16,7 @@
#include <ResolveType.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
#include <fmt/format.h>
#include <doctest/doctest.h>
diff --git a/src/armnnUtils/ParserPrototxtFixture.hpp b/src/armnnUtils/ParserPrototxtFixture.hpp
index 31ee829..ccb99be 100644
--- a/src/armnnUtils/ParserPrototxtFixture.hpp
+++ b/src/armnnUtils/ParserPrototxtFixture.hpp
@@ -6,7 +6,7 @@
#pragma once
#include <armnn/IRuntime.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
#include <Network.hpp>
#include <VerificationHelpers.hpp>
diff --git a/src/armnnUtils/QuantizeHelper.hpp b/src/armnnUtils/QuantizeHelper.hpp
deleted file mode 100644
index 231b841..0000000
--- a/src/armnnUtils/QuantizeHelper.hpp
+++ /dev/null
@@ -1,132 +0,0 @@
-//
-// Copyright © 2017 Arm Ltd. All rights reserved.
-// SPDX-License-Identifier: MIT
-//
-
-#pragma once
-
-#include <armnn/utility/IgnoreUnused.hpp>
-#include <armnn/utility/NumericCast.hpp>
-#include <armnn/TypesUtils.hpp>
-
-#include <BFloat16.hpp>
-#include <Half.hpp>
-
-#include <initializer_list>
-#include <iterator>
-#include <vector>
-
-namespace armnnUtils
-{
-
-template<typename T, bool DoQuantize=true>
-struct SelectiveQuantizer
-{
- static T Quantize(float value, float scale, int32_t offset)
- {
- return armnn::Quantize<T>(value, scale, offset);
- }
-
- static float Dequantize(T value, float scale, int32_t offset)
- {
- return armnn::Dequantize(value, scale, offset);
- }
-};
-
-template<typename T>
-struct SelectiveQuantizer<T, false>
-{
- static T Quantize(float value, float scale, int32_t offset)
- {
- armnn::IgnoreUnused(scale, offset);
- return value;
- }
-
- static float Dequantize(T value, float scale, int32_t offset)
- {
- armnn::IgnoreUnused(scale, offset);
- return value;
- }
-};
-
-template<>
-struct SelectiveQuantizer<armnn::Half, false>
-{
- static armnn::Half Quantize(float value, float scale, int32_t offset)
- {
- armnn::IgnoreUnused(scale, offset);
- return armnn::Half(value);
- }
-
- static float Dequantize(armnn::Half value, float scale, int32_t offset)
- {
- armnn::IgnoreUnused(scale, offset);
- return value;
- }
-};
-
-template<>
-struct SelectiveQuantizer<armnn::BFloat16, false>
-{
- static armnn::BFloat16 Quantize(float value, float scale, int32_t offset)
- {
- armnn::IgnoreUnused(scale, offset);
- return armnn::BFloat16(value);
- }
-
- static float Dequantize(armnn::BFloat16 value, float scale, int32_t offset)
- {
- armnn::IgnoreUnused(scale, offset);
- return value;
- }
-};
-
-template<typename T>
-T SelectiveQuantize(float value, float scale, int32_t offset)
-{
- return SelectiveQuantizer<T, armnn::IsQuantizedType<T>()>::Quantize(value, scale, offset);
-};
-
-template<typename T>
-float SelectiveDequantize(T value, float scale, int32_t offset)
-{
- return SelectiveQuantizer<T, armnn::IsQuantizedType<T>()>::Dequantize(value, scale, offset);
-};
-
-template<typename ItType>
-struct IsFloatingPointIterator
-{
- static constexpr bool value=std::is_floating_point<typename std::iterator_traits<ItType>::value_type>::value;
-};
-
-template <typename T, typename FloatIt,
-typename std::enable_if<IsFloatingPointIterator<FloatIt>::value, int>::type=0 // Makes sure fp iterator is valid.
->
-std::vector<T> QuantizedVector(FloatIt first, FloatIt last, float qScale, int32_t qOffset)
-{
- std::vector<T> quantized;
- quantized.reserve(armnn::numeric_cast<size_t>(std::distance(first, last)));
-
- for (auto it = first; it != last; ++it)
- {
- auto f = *it;
- T q = SelectiveQuantize<T>(f, qScale, qOffset);
- quantized.push_back(q);
- }
-
- return quantized;
-}
-
-template<typename T>
-std::vector<T> QuantizedVector(const std::vector<float>& array, float qScale = 1.f, int32_t qOffset = 0)
-{
- return QuantizedVector<T>(array.begin(), array.end(), qScale, qOffset);
-}
-
-template<typename T>
-std::vector<T> QuantizedVector(std::initializer_list<float> array, float qScale = 1.f, int32_t qOffset = 0)
-{
- return QuantizedVector<T>(array.begin(), array.end(), qScale, qOffset);
-}
-
-} // namespace armnnUtils
diff --git a/src/armnnUtils/test/QuantizeHelperTest.cpp b/src/armnnUtils/test/QuantizeHelperTest.cpp
index 6df6d80..e71415b 100644
--- a/src/armnnUtils/test/QuantizeHelperTest.cpp
+++ b/src/armnnUtils/test/QuantizeHelperTest.cpp
@@ -3,7 +3,7 @@
// SPDX-License-Identifier: MIT
//
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <armnn/utility/IgnoreUnused.hpp>
#include <doctest/doctest.h>
diff --git a/src/backends/aclCommon/test/MemCopyTestImpl.hpp b/src/backends/aclCommon/test/MemCopyTestImpl.hpp
index 956ea27..0c38ed9 100644
--- a/src/backends/aclCommon/test/MemCopyTestImpl.hpp
+++ b/src/backends/aclCommon/test/MemCopyTestImpl.hpp
@@ -1,94 +1,10 @@
//
-// Copyright © 2017 Arm Ltd. All rights reserved.
+// Copyright © 2022 Arm Ltd and Contributors. All rights reserved.
// SPDX-License-Identifier: MIT
//
-#pragma once
-#include <ResolveType.hpp>
-#include <armnn/backends/IBackendInternal.hpp>
+#include <armnnTestUtils/MemCopyTestImpl.hpp>
-#include <test/TensorHelpers.hpp>
-
-#include <armnnTestUtils/LayerTestResult.hpp>
-#include <armnnTestUtils/TensorCopyUtils.hpp>
-#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <backendsCommon/test/WorkloadFactoryHelper.hpp>
-
-namespace
-{
-
-template<armnn::DataType dataType, typename T = armnn::ResolveType<dataType>>
-LayerTestResult<T, 4> MemCopyTest(armnn::IWorkloadFactory& srcWorkloadFactory,
- armnn::IWorkloadFactory& dstWorkloadFactory,
- bool withSubtensors)
-{
- const std::array<unsigned int, 4> shapeData = { { 1u, 1u, 6u, 5u } };
- const armnn::TensorShape tensorShape(4, shapeData.data());
- const armnn::TensorInfo tensorInfo(tensorShape, dataType);
- std::vector<T> inputData =
- {
- 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,
- };
-
- LayerTestResult<T, 4> ret(tensorInfo);
- ret.m_ExpectedData = inputData;
-
- std::vector<T> actualOutput(tensorInfo.GetNumElements());
-
- ARMNN_NO_DEPRECATE_WARN_BEGIN
- auto inputTensorHandle = srcWorkloadFactory.CreateTensorHandle(tensorInfo);
- auto outputTensorHandle = dstWorkloadFactory.CreateTensorHandle(tensorInfo);
- ARMNN_NO_DEPRECATE_WARN_END
-
- AllocateAndCopyDataToITensorHandle(inputTensorHandle.get(), inputData.data());
- outputTensorHandle->Allocate();
-
- armnn::MemCopyQueueDescriptor memCopyQueueDesc;
- armnn::WorkloadInfo workloadInfo;
-
- const unsigned int origin[4] = {};
-
- ARMNN_NO_DEPRECATE_WARN_BEGIN
- auto workloadInput = (withSubtensors && srcWorkloadFactory.SupportsSubTensors())
- ? srcWorkloadFactory.CreateSubTensorHandle(*inputTensorHandle, tensorShape, origin)
- : std::move(inputTensorHandle);
- auto workloadOutput = (withSubtensors && dstWorkloadFactory.SupportsSubTensors())
- ? dstWorkloadFactory.CreateSubTensorHandle(*outputTensorHandle, tensorShape, origin)
- : std::move(outputTensorHandle);
- ARMNN_NO_DEPRECATE_WARN_END
-
- AddInputToWorkload(memCopyQueueDesc, workloadInfo, tensorInfo, workloadInput.get());
- AddOutputToWorkload(memCopyQueueDesc, workloadInfo, tensorInfo, workloadOutput.get());
-
- dstWorkloadFactory.CreateWorkload(armnn::LayerType::MemCopy, memCopyQueueDesc, workloadInfo)->Execute();
-
- CopyDataFromITensorHandle(actualOutput.data(), workloadOutput.get());
- ret.m_ActualData = actualOutput;
-
- return ret;
-}
-
-template<typename SrcWorkloadFactory,
- typename DstWorkloadFactory,
- armnn::DataType dataType,
- typename T = armnn::ResolveType<dataType>>
-LayerTestResult<T, 4> MemCopyTest(bool withSubtensors)
-{
- armnn::IBackendInternal::IMemoryManagerSharedPtr srcMemoryManager =
- WorkloadFactoryHelper<SrcWorkloadFactory>::GetMemoryManager();
-
- armnn::IBackendInternal::IMemoryManagerSharedPtr dstMemoryManager =
- WorkloadFactoryHelper<DstWorkloadFactory>::GetMemoryManager();
-
- SrcWorkloadFactory srcWorkloadFactory = WorkloadFactoryHelper<SrcWorkloadFactory>::GetFactory(srcMemoryManager);
- DstWorkloadFactory dstWorkloadFactory = WorkloadFactoryHelper<DstWorkloadFactory>::GetFactory(dstMemoryManager);
-
- return MemCopyTest<dataType>(srcWorkloadFactory, dstWorkloadFactory, withSubtensors);
-}
-
-} // anonymous namespace
+#pragma message("./src/backends/aclCommon/test/MemCopyTestImpl.hpp has been"\
+ " deprecated, it is due for removal in 22.11 release. Please"\
+ " use public interface include/armnnTestUtils/MemCopyTestImpl.hpp")
diff --git a/src/backends/aclCommon/test/MemCopyTests.cpp b/src/backends/aclCommon/test/MemCopyTests.cpp
index 1325503..7b7d4ff 100644
--- a/src/backends/aclCommon/test/MemCopyTests.cpp
+++ b/src/backends/aclCommon/test/MemCopyTests.cpp
@@ -4,13 +4,13 @@
//
#include <aclCommon/ArmComputeTensorUtils.hpp>
-#include <aclCommon/test/MemCopyTestImpl.hpp>
#if defined(ARMCOMPUTECL_ENABLED) && defined(ARMCOMPUTENEON_ENABLED)
+#include <armnnTestUtils/LayerTestResult.hpp>
+#include <armnnTestUtils/MemCopyTestImpl.hpp>
#include <cl/ClWorkloadFactory.hpp>
#include <cl/test/ClContextControlFixture.hpp>
#include <cl/test/ClWorkloadFactoryHelper.hpp>
-
#include <neon/NeonWorkloadFactory.hpp>
#include <neon/test/NeonWorkloadFactoryHelper.hpp>
#endif
@@ -42,6 +42,50 @@
#if defined(ARMCOMPUTECL_ENABLED) && defined(ARMCOMPUTENEON_ENABLED)
+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));
+ }
+};
+
+template <>
+struct MemCopyTestHelper<armnn::ClWorkloadFactory>
+{
+ static armnn::IBackendInternal::IMemoryManagerSharedPtr GetMemoryManager()
+ {
+ armnn::ClBackend backend;
+ return backend.CreateMemoryManager();
+ }
+
+ static armnn::ClWorkloadFactory GetFactory(
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ const armnn::ModelOptions& modelOptions = {})
+ {
+ armnn::ClBackend backend;
+ return armnn::ClWorkloadFactory(armnn::PolymorphicPointerDowncast<armnn::ClMemoryManager>(memoryManager),
+ backend.CreateBackendSpecificModelContext(modelOptions));
+ }
+};
+} // namespace
+
+
+
TEST_CASE_FIXTURE(ClContextControlFixture, "CopyBetweenNeonAndGpu")
{
LayerTestResult<float, 4> result =
diff --git a/src/backends/backendsCommon/test/ActivationFixture.hpp b/src/backends/backendsCommon/test/ActivationFixture.hpp
index 446c77b..879d7e2 100644
--- a/src/backends/backendsCommon/test/ActivationFixture.hpp
+++ b/src/backends/backendsCommon/test/ActivationFixture.hpp
@@ -9,7 +9,7 @@
#include <armnn/utility/NumericCast.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
struct ActivationFixture
{
diff --git a/src/backends/backendsCommon/test/ArgMinMaxEndToEndTestImpl.hpp b/src/backends/backendsCommon/test/ArgMinMaxEndToEndTestImpl.hpp
index 1b65385..386d6cb 100644
--- a/src/backends/backendsCommon/test/ArgMinMaxEndToEndTestImpl.hpp
+++ b/src/backends/backendsCommon/test/ArgMinMaxEndToEndTestImpl.hpp
@@ -7,7 +7,7 @@
#include <CommonTestUtils.hpp>
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <ResolveType.hpp>
diff --git a/src/backends/backendsCommon/test/Convolution3dEndToEndTestImpl.hpp b/src/backends/backendsCommon/test/Convolution3dEndToEndTestImpl.hpp
index fab5670..3451ced 100644
--- a/src/backends/backendsCommon/test/Convolution3dEndToEndTestImpl.hpp
+++ b/src/backends/backendsCommon/test/Convolution3dEndToEndTestImpl.hpp
@@ -5,7 +5,7 @@
#pragma once
#include "EndToEndTestImpl.hpp"
-#include "QuantizeHelper.hpp"
+#include <armnnUtils/QuantizeHelper.hpp>
#include <ResolveType.hpp>
diff --git a/src/backends/backendsCommon/test/DepthToSpaceEndToEndTestImpl.hpp b/src/backends/backendsCommon/test/DepthToSpaceEndToEndTestImpl.hpp
index 863d66c..905e9a1 100644
--- a/src/backends/backendsCommon/test/DepthToSpaceEndToEndTestImpl.hpp
+++ b/src/backends/backendsCommon/test/DepthToSpaceEndToEndTestImpl.hpp
@@ -8,7 +8,7 @@
#include <ResolveType.hpp>
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <armnnTestUtils/DataLayoutUtils.hpp>
diff --git a/src/backends/backendsCommon/test/EndToEndTestImpl.hpp b/src/backends/backendsCommon/test/EndToEndTestImpl.hpp
index 59acb23..c69a4a5 100644
--- a/src/backends/backendsCommon/test/EndToEndTestImpl.hpp
+++ b/src/backends/backendsCommon/test/EndToEndTestImpl.hpp
@@ -11,7 +11,7 @@
#include <armnn/IRuntime.hpp>
#include <Profiling.hpp>
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <ResolveType.hpp>
#include <doctest/doctest.h>
diff --git a/src/backends/backendsCommon/test/QuantizedLstmEndToEndTestImpl.cpp b/src/backends/backendsCommon/test/QuantizedLstmEndToEndTestImpl.cpp
index 8a535d2..7552abc 100644
--- a/src/backends/backendsCommon/test/QuantizedLstmEndToEndTestImpl.cpp
+++ b/src/backends/backendsCommon/test/QuantizedLstmEndToEndTestImpl.cpp
@@ -15,7 +15,7 @@
#include <armnn/utility/NumericCast.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
#include <doctest/doctest.h>
diff --git a/src/backends/backendsCommon/test/ResizeEndToEndTestImpl.hpp b/src/backends/backendsCommon/test/ResizeEndToEndTestImpl.hpp
index 94d0a4d..f8d17a8 100644
--- a/src/backends/backendsCommon/test/ResizeEndToEndTestImpl.hpp
+++ b/src/backends/backendsCommon/test/ResizeEndToEndTestImpl.hpp
@@ -4,12 +4,9 @@
//
#pragma once
-#include "QuantizeHelper.hpp"
-
-
#include <armnnUtils/Permute.hpp>
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <ResolveType.hpp>
#include <CommonTestUtils.hpp>
diff --git a/src/backends/backendsCommon/test/TransposeConvolution2dEndToEndTestImpl.hpp b/src/backends/backendsCommon/test/TransposeConvolution2dEndToEndTestImpl.hpp
index d1b6945..e12813a 100644
--- a/src/backends/backendsCommon/test/TransposeConvolution2dEndToEndTestImpl.hpp
+++ b/src/backends/backendsCommon/test/TransposeConvolution2dEndToEndTestImpl.hpp
@@ -4,12 +4,9 @@
//
#pragma once
-#include "QuantizeHelper.hpp"
-
-
#include <armnnUtils/Permute.hpp>
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <ResolveType.hpp>
#include <CommonTestUtils.hpp>
diff --git a/src/backends/backendsCommon/test/layerTests/ActivationTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/ActivationTestImpl.cpp
index ea9973b..1ef47dd 100644
--- a/src/backends/backendsCommon/test/layerTests/ActivationTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/ActivationTestImpl.cpp
@@ -5,7 +5,7 @@
#include "ActivationTestImpl.hpp"
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <ResolveType.hpp>
#include <backendsCommon/test/ActivationFixture.hpp>
@@ -15,7 +15,7 @@
#include <armnn/utility/NumericCast.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
#include <algorithm>
diff --git a/src/backends/backendsCommon/test/layerTests/AdditionTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/AdditionTestImpl.cpp
index 56906bc..61669a9 100644
--- a/src/backends/backendsCommon/test/layerTests/AdditionTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/AdditionTestImpl.cpp
@@ -7,7 +7,7 @@
#include "ElementwiseTestImpl.hpp"
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <reference/test/RefWorkloadFactoryHelper.hpp>
template<>
diff --git a/src/backends/backendsCommon/test/layerTests/ArgMinMaxTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/ArgMinMaxTestImpl.cpp
index 88d92d2..07517f4 100644
--- a/src/backends/backendsCommon/test/layerTests/ArgMinMaxTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/ArgMinMaxTestImpl.cpp
@@ -10,7 +10,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
namespace
{
diff --git a/src/backends/backendsCommon/test/layerTests/BatchNormalizationTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/BatchNormalizationTestImpl.cpp
index 928918c..caaf73b 100644
--- a/src/backends/backendsCommon/test/layerTests/BatchNormalizationTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/BatchNormalizationTestImpl.cpp
@@ -5,7 +5,7 @@
#include "BatchNormalizationTestImpl.hpp"
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <ResolveType.hpp>
#include <armnn/utility/IgnoreUnused.hpp>
@@ -19,7 +19,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
namespace
{
diff --git a/src/backends/backendsCommon/test/layerTests/BatchToSpaceNdTestImpl.hpp b/src/backends/backendsCommon/test/layerTests/BatchToSpaceNdTestImpl.hpp
index a5fdfa6..b300777 100644
--- a/src/backends/backendsCommon/test/layerTests/BatchToSpaceNdTestImpl.hpp
+++ b/src/backends/backendsCommon/test/layerTests/BatchToSpaceNdTestImpl.hpp
@@ -10,10 +10,10 @@
#include <armnn/backends/IBackendInternal.hpp>
#include <armnn/backends/WorkloadFactory.hpp>
+#include <DataTypeUtils.hpp>
#include <armnnTestUtils/LayerTestResult.hpp>
#include <armnnTestUtils/TensorCopyUtils.hpp>
-#include <DataTypeUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
namespace
diff --git a/src/backends/backendsCommon/test/layerTests/ComparisonTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/ComparisonTestImpl.cpp
index 016d278..c5da072 100644
--- a/src/backends/backendsCommon/test/layerTests/ComparisonTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/ComparisonTestImpl.cpp
@@ -7,7 +7,7 @@
#include <armnn/utility/Assert.hpp>
#include <Half.hpp>
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <ResolveType.hpp>
#include <armnn/backends/Workload.hpp>
@@ -16,7 +16,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
namespace
{
diff --git a/src/backends/backendsCommon/test/layerTests/ConcatTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/ConcatTestImpl.cpp
index 88a392c..2563fcf 100644
--- a/src/backends/backendsCommon/test/layerTests/ConcatTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/ConcatTestImpl.cpp
@@ -5,7 +5,7 @@
#include "ConcatTestImpl.hpp"
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <ResolveType.hpp>
@@ -14,7 +14,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
using namespace armnn;
using namespace armnnUtils;
diff --git a/src/backends/backendsCommon/test/layerTests/ConstantTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/ConstantTestImpl.cpp
index c9da749..6863c0d 100644
--- a/src/backends/backendsCommon/test/layerTests/ConstantTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/ConstantTestImpl.cpp
@@ -5,7 +5,7 @@
#include "ConstantTestImpl.hpp"
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <ResolveType.hpp>
@@ -16,7 +16,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
namespace
{
diff --git a/src/backends/backendsCommon/test/layerTests/Conv2dTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/Conv2dTestImpl.cpp
index 33dfc23..bd7cc40 100644
--- a/src/backends/backendsCommon/test/layerTests/Conv2dTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/Conv2dTestImpl.cpp
@@ -5,7 +5,7 @@
#include "Conv2dTestImpl.hpp"
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <armnnUtils/TensorUtils.hpp>
#include <armnn/utility/IgnoreUnused.hpp>
@@ -19,7 +19,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
#include <string>
diff --git a/src/backends/backendsCommon/test/layerTests/Conv3dTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/Conv3dTestImpl.cpp
index 406fcb4..d62ffed 100644
--- a/src/backends/backendsCommon/test/layerTests/Conv3dTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/Conv3dTestImpl.cpp
@@ -5,7 +5,7 @@
#include "Conv3dTestImpl.hpp"
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <armnnUtils/DataLayoutIndexed.hpp>
@@ -15,7 +15,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
using namespace armnnUtils;
diff --git a/src/backends/backendsCommon/test/layerTests/ConvertBf16ToFp32TestImpl.cpp b/src/backends/backendsCommon/test/layerTests/ConvertBf16ToFp32TestImpl.cpp
index 49e1ceb..0dd8b59 100644
--- a/src/backends/backendsCommon/test/layerTests/ConvertBf16ToFp32TestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/ConvertBf16ToFp32TestImpl.cpp
@@ -8,7 +8,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
LayerTestResult<float, 4> ConvertBf16ToFp32Test(
armnn::IWorkloadFactory& workloadFactory,
diff --git a/src/backends/backendsCommon/test/layerTests/ConvertFp16ToFp32TestImpl.cpp b/src/backends/backendsCommon/test/layerTests/ConvertFp16ToFp32TestImpl.cpp
index d581032..90a1249 100644
--- a/src/backends/backendsCommon/test/layerTests/ConvertFp16ToFp32TestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/ConvertFp16ToFp32TestImpl.cpp
@@ -11,7 +11,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
LayerTestResult<float, 4> SimpleConvertFp16ToFp32Test(
armnn::IWorkloadFactory& workloadFactory,
diff --git a/src/backends/backendsCommon/test/layerTests/ConvertFp32ToBf16TestImpl.cpp b/src/backends/backendsCommon/test/layerTests/ConvertFp32ToBf16TestImpl.cpp
index 61a55f2..5ee8f1d 100644
--- a/src/backends/backendsCommon/test/layerTests/ConvertFp32ToBf16TestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/ConvertFp32ToBf16TestImpl.cpp
@@ -8,7 +8,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
LayerTestResult<armnn::BFloat16, 4> ConvertFp32ToBf16Test(
armnn::IWorkloadFactory& workloadFactory,
diff --git a/src/backends/backendsCommon/test/layerTests/ConvertFp32ToFp16TestImpl.cpp b/src/backends/backendsCommon/test/layerTests/ConvertFp32ToFp16TestImpl.cpp
index 060e7a2..458a910 100644
--- a/src/backends/backendsCommon/test/layerTests/ConvertFp32ToFp16TestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/ConvertFp32ToFp16TestImpl.cpp
@@ -9,7 +9,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
LayerTestResult<armnn::Half, 4> SimpleConvertFp32ToFp16Test(
armnn::IWorkloadFactory& workloadFactory,
diff --git a/src/backends/backendsCommon/test/layerTests/DebugTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/DebugTestImpl.cpp
index d2cbdd1..9226f21 100644
--- a/src/backends/backendsCommon/test/layerTests/DebugTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/DebugTestImpl.cpp
@@ -5,14 +5,14 @@
#include "DebugTestImpl.hpp"
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <ResolveType.hpp>
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
#include <doctest/doctest.h>
diff --git a/src/backends/backendsCommon/test/layerTests/DepthToSpaceTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/DepthToSpaceTestImpl.cpp
index 6476e7b..273ae6f 100644
--- a/src/backends/backendsCommon/test/layerTests/DepthToSpaceTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/DepthToSpaceTestImpl.cpp
@@ -5,14 +5,14 @@
#include "DepthToSpaceTestImpl.hpp"
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <armnnTestUtils/DataLayoutUtils.hpp>
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
namespace
{
diff --git a/src/backends/backendsCommon/test/layerTests/DequantizeTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/DequantizeTestImpl.cpp
index e8fabea..1f67e33 100644
--- a/src/backends/backendsCommon/test/layerTests/DequantizeTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/DequantizeTestImpl.cpp
@@ -11,7 +11,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
namespace
{
diff --git a/src/backends/backendsCommon/test/layerTests/DetectionPostProcessTestImpl.hpp b/src/backends/backendsCommon/test/layerTests/DetectionPostProcessTestImpl.hpp
index 43e7d15..7846771 100644
--- a/src/backends/backendsCommon/test/layerTests/DetectionPostProcessTestImpl.hpp
+++ b/src/backends/backendsCommon/test/layerTests/DetectionPostProcessTestImpl.hpp
@@ -16,7 +16,7 @@
#include <backendsCommon/test/WorkloadFactoryHelper.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
#include <doctest/doctest.h>
diff --git a/src/backends/backendsCommon/test/layerTests/ElementwiseTestImpl.hpp b/src/backends/backendsCommon/test/layerTests/ElementwiseTestImpl.hpp
index 1d42e20..da6e11f 100644
--- a/src/backends/backendsCommon/test/layerTests/ElementwiseTestImpl.hpp
+++ b/src/backends/backendsCommon/test/layerTests/ElementwiseTestImpl.hpp
@@ -19,7 +19,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
#include <memory>
diff --git a/src/backends/backendsCommon/test/layerTests/ElementwiseUnaryTestImpl.hpp b/src/backends/backendsCommon/test/layerTests/ElementwiseUnaryTestImpl.hpp
index 01aff65..36a875a 100644
--- a/src/backends/backendsCommon/test/layerTests/ElementwiseUnaryTestImpl.hpp
+++ b/src/backends/backendsCommon/test/layerTests/ElementwiseUnaryTestImpl.hpp
@@ -20,7 +20,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
#include <memory>
diff --git a/src/backends/backendsCommon/test/layerTests/FakeQuantizationTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/FakeQuantizationTestImpl.cpp
index e2fb6fa..0708e25 100644
--- a/src/backends/backendsCommon/test/layerTests/FakeQuantizationTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/FakeQuantizationTestImpl.cpp
@@ -11,7 +11,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
LayerTestResult<float, 2> FakeQuantizationTest(
armnn::IWorkloadFactory& workloadFactory,
diff --git a/src/backends/backendsCommon/test/layerTests/FillTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/FillTestImpl.cpp
index 1be0e40..4056120 100644
--- a/src/backends/backendsCommon/test/layerTests/FillTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/FillTestImpl.cpp
@@ -9,7 +9,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
template<armnn::DataType ArmnnType, typename T>
LayerTestResult<T, 4> SimpleFillTest(
diff --git a/src/backends/backendsCommon/test/layerTests/FloorTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/FloorTestImpl.cpp
index fbd9625..2bf8c97 100644
--- a/src/backends/backendsCommon/test/layerTests/FloorTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/FloorTestImpl.cpp
@@ -9,7 +9,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
template<armnn::DataType ArmnnType, typename T>
LayerTestResult<T, 4> SimpleFloorTest(
diff --git a/src/backends/backendsCommon/test/layerTests/FullyConnectedTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/FullyConnectedTestImpl.cpp
index 71d2d0a..5555772 100644
--- a/src/backends/backendsCommon/test/layerTests/FullyConnectedTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/FullyConnectedTestImpl.cpp
@@ -6,7 +6,7 @@
#include "FullyConnectedTestImpl.hpp"
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <armnn/backends/TensorHandle.hpp>
@@ -14,7 +14,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
//
// Implementation templates
diff --git a/src/backends/backendsCommon/test/layerTests/GatherTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/GatherTestImpl.cpp
index c89d53b..73da4ba 100644
--- a/src/backends/backendsCommon/test/layerTests/GatherTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/GatherTestImpl.cpp
@@ -11,7 +11,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
namespace
{
diff --git a/src/backends/backendsCommon/test/layerTests/InstanceNormalizationTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/InstanceNormalizationTestImpl.cpp
index bebbeda..8d03ff6 100644
--- a/src/backends/backendsCommon/test/layerTests/InstanceNormalizationTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/InstanceNormalizationTestImpl.cpp
@@ -5,7 +5,7 @@
#include "InstanceNormalizationTestImpl.hpp"
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <ResolveType.hpp>
@@ -17,7 +17,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
namespace
{
diff --git a/src/backends/backendsCommon/test/layerTests/L2NormalizationTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/L2NormalizationTestImpl.cpp
index 0a60658..aeee913 100644
--- a/src/backends/backendsCommon/test/layerTests/L2NormalizationTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/L2NormalizationTestImpl.cpp
@@ -5,7 +5,7 @@
#include "L2NormalizationTestImpl.hpp"
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <ResolveType.hpp>
#include <armnnUtils/TensorUtils.hpp>
@@ -14,7 +14,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
#include <numeric>
diff --git a/src/backends/backendsCommon/test/layerTests/LogSoftmaxTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/LogSoftmaxTestImpl.cpp
index cb182d6..1184652 100644
--- a/src/backends/backendsCommon/test/layerTests/LogSoftmaxTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/LogSoftmaxTestImpl.cpp
@@ -6,7 +6,7 @@
#include "LogSoftmaxTestImpl.hpp"
#include <Half.hpp>
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <ResolveType.hpp>
@@ -17,7 +17,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
namespace
{
diff --git a/src/backends/backendsCommon/test/layerTests/LogicalTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/LogicalTestImpl.cpp
index 60e14b5..2bd9372 100644
--- a/src/backends/backendsCommon/test/layerTests/LogicalTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/LogicalTestImpl.cpp
@@ -14,7 +14,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
namespace {
diff --git a/src/backends/backendsCommon/test/layerTests/LstmTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/LstmTestImpl.cpp
index a69f727..2eaaeb5 100644
--- a/src/backends/backendsCommon/test/layerTests/LstmTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/LstmTestImpl.cpp
@@ -5,7 +5,7 @@
#include "LstmTestImpl.hpp"
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <armnn/utility/NumericCast.hpp>
@@ -18,7 +18,7 @@
#include <reference/workloads/Encoders.hpp>
#include <reference/workloads/LstmUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
#include <doctest/doctest.h>
namespace
diff --git a/src/backends/backendsCommon/test/layerTests/MirrorPadTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/MirrorPadTestImpl.cpp
index d99e5c8..ee5a4d9 100644
--- a/src/backends/backendsCommon/test/layerTests/MirrorPadTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/MirrorPadTestImpl.cpp
@@ -5,12 +5,12 @@
#include "MirrorPadTestImpl.hpp"
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
//
// Implementation templates
diff --git a/src/backends/backendsCommon/test/layerTests/NormalizationTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/NormalizationTestImpl.cpp
index 2b2ff0c..9c21c7d 100644
--- a/src/backends/backendsCommon/test/layerTests/NormalizationTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/NormalizationTestImpl.cpp
@@ -15,7 +15,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
namespace
{
diff --git a/src/backends/backendsCommon/test/layerTests/PadTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/PadTestImpl.cpp
index b1d8c31..8b024e5 100644
--- a/src/backends/backendsCommon/test/layerTests/PadTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/PadTestImpl.cpp
@@ -5,12 +5,12 @@
#include "PadTestImpl.hpp"
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
//
// Implementation templates
diff --git a/src/backends/backendsCommon/test/layerTests/PermuteTestImpl.hpp b/src/backends/backendsCommon/test/layerTests/PermuteTestImpl.hpp
index bffa3d4..44415cc 100644
--- a/src/backends/backendsCommon/test/layerTests/PermuteTestImpl.hpp
+++ b/src/backends/backendsCommon/test/layerTests/PermuteTestImpl.hpp
@@ -13,7 +13,7 @@
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
template<typename T>
LayerTestResult<T, 4> SimplePermuteTestImpl(
diff --git a/src/backends/backendsCommon/test/layerTests/Pooling2dTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/Pooling2dTestImpl.cpp
index 643a5df..2d2a592 100644
--- a/src/backends/backendsCommon/test/layerTests/Pooling2dTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/Pooling2dTestImpl.cpp
@@ -5,7 +5,7 @@
#include "Pooling2dTestImpl.hpp"
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <ResolveType.hpp>
#include <armnn/LayerSupport.hpp>
@@ -22,7 +22,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
namespace
{
diff --git a/src/backends/backendsCommon/test/layerTests/Pooling3dTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/Pooling3dTestImpl.cpp
index 013ed03..a708afa 100644
--- a/src/backends/backendsCommon/test/layerTests/Pooling3dTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/Pooling3dTestImpl.cpp
@@ -6,7 +6,7 @@
#include "Pooling3dTestImpl.hpp"
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <ResolveType.hpp>
#include <armnnUtils/TensorUtils.hpp>
@@ -22,7 +22,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
namespace
{
diff --git a/src/backends/backendsCommon/test/layerTests/PreluTestImpl.hpp b/src/backends/backendsCommon/test/layerTests/PreluTestImpl.hpp
index 0245245..21f1017 100644
--- a/src/backends/backendsCommon/test/layerTests/PreluTestImpl.hpp
+++ b/src/backends/backendsCommon/test/layerTests/PreluTestImpl.hpp
@@ -7,7 +7,7 @@
#include <armnnTestUtils/LayerTestResult.hpp>
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <ResolveType.hpp>
@@ -18,7 +18,7 @@
#include <backendsCommon/test/WorkloadFactoryHelper.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
LayerTestResult<T, 4> PreluTest(
diff --git a/src/backends/backendsCommon/test/layerTests/QuantizeTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/QuantizeTestImpl.cpp
index 38d6fba..6d749de 100644
--- a/src/backends/backendsCommon/test/layerTests/QuantizeTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/QuantizeTestImpl.cpp
@@ -14,7 +14,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
namespace
{
diff --git a/src/backends/backendsCommon/test/layerTests/RankTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/RankTestImpl.cpp
index be22fc6..1dedfc3 100644
--- a/src/backends/backendsCommon/test/layerTests/RankTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/RankTestImpl.cpp
@@ -9,7 +9,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
template<typename T, std::size_t n>
LayerTestResult<int32_t, 1> RankTest(
diff --git a/src/backends/backendsCommon/test/layerTests/ReduceProdTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/ReduceProdTestImpl.cpp
index 9506f36..278b349 100644
--- a/src/backends/backendsCommon/test/layerTests/ReduceProdTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/ReduceProdTestImpl.cpp
@@ -9,7 +9,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
namespace
{
diff --git a/src/backends/backendsCommon/test/layerTests/ReduceSumTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/ReduceSumTestImpl.cpp
index c8a61bb..bda8870 100644
--- a/src/backends/backendsCommon/test/layerTests/ReduceSumTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/ReduceSumTestImpl.cpp
@@ -9,7 +9,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
namespace
{
diff --git a/src/backends/backendsCommon/test/layerTests/ReductionTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/ReductionTestImpl.cpp
index 4edf3dd..b4be4f1 100644
--- a/src/backends/backendsCommon/test/layerTests/ReductionTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/ReductionTestImpl.cpp
@@ -9,7 +9,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
#include <iostream>
diff --git a/src/backends/backendsCommon/test/layerTests/ReshapeTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/ReshapeTestImpl.cpp
index 217d8e9..57f3f32 100644
--- a/src/backends/backendsCommon/test/layerTests/ReshapeTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/ReshapeTestImpl.cpp
@@ -9,7 +9,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
namespace
{
diff --git a/src/backends/backendsCommon/test/layerTests/ResizeTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/ResizeTestImpl.cpp
index 2e8cc66..3125150 100644
--- a/src/backends/backendsCommon/test/layerTests/ResizeTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/ResizeTestImpl.cpp
@@ -5,7 +5,7 @@
#include "ResizeTestImpl.hpp"
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <armnnUtils/TensorUtils.hpp>
@@ -16,7 +16,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
namespace
{
diff --git a/src/backends/backendsCommon/test/layerTests/ShapeTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/ShapeTestImpl.cpp
index e30912c..8db5858 100644
--- a/src/backends/backendsCommon/test/layerTests/ShapeTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/ShapeTestImpl.cpp
@@ -9,7 +9,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
template<typename T, std::size_t n>
LayerTestResult<int32_t, 1> ShapeTest(
diff --git a/src/backends/backendsCommon/test/layerTests/SliceTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/SliceTestImpl.cpp
index 95d2320..90c4762 100644
--- a/src/backends/backendsCommon/test/layerTests/SliceTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/SliceTestImpl.cpp
@@ -5,14 +5,14 @@
#include "SliceTestImpl.hpp"
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <ResolveType.hpp>
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
namespace
{
diff --git a/src/backends/backendsCommon/test/layerTests/SoftmaxTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/SoftmaxTestImpl.cpp
index 1956533..63375f0 100644
--- a/src/backends/backendsCommon/test/layerTests/SoftmaxTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/SoftmaxTestImpl.cpp
@@ -5,7 +5,7 @@
#include "SoftmaxTestImpl.hpp"
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <ResolveType.hpp>
@@ -14,7 +14,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
#include <algorithm>
diff --git a/src/backends/backendsCommon/test/layerTests/SpaceToBatchNdTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/SpaceToBatchNdTestImpl.cpp
index 103e336..92876e1 100644
--- a/src/backends/backendsCommon/test/layerTests/SpaceToBatchNdTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/SpaceToBatchNdTestImpl.cpp
@@ -5,7 +5,7 @@
#include "SpaceToBatchNdTestImpl.hpp"
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <ResolveType.hpp>
@@ -14,7 +14,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
namespace
{
diff --git a/src/backends/backendsCommon/test/layerTests/SpaceToDepthTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/SpaceToDepthTestImpl.cpp
index f67ed9b..a17ce58 100644
--- a/src/backends/backendsCommon/test/layerTests/SpaceToDepthTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/SpaceToDepthTestImpl.cpp
@@ -5,7 +5,7 @@
#include "SpaceToDepthTestImpl.hpp"
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <ResolveType.hpp>
@@ -14,7 +14,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
namespace
{
diff --git a/src/backends/backendsCommon/test/layerTests/SplitterTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/SplitterTestImpl.cpp
index f2ee7bf..9e9c29b 100644
--- a/src/backends/backendsCommon/test/layerTests/SplitterTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/SplitterTestImpl.cpp
@@ -5,14 +5,14 @@
#include "SplitterTestImpl.hpp"
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <ResolveType.hpp>
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
namespace
{
diff --git a/src/backends/backendsCommon/test/layerTests/StackTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/StackTestImpl.cpp
index 6911c86..56f4973 100644
--- a/src/backends/backendsCommon/test/layerTests/StackTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/StackTestImpl.cpp
@@ -15,7 +15,7 @@
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
namespace
{
diff --git a/src/backends/backendsCommon/test/layerTests/StridedSliceTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/StridedSliceTestImpl.cpp
index 865b74c..10edd85 100644
--- a/src/backends/backendsCommon/test/layerTests/StridedSliceTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/StridedSliceTestImpl.cpp
@@ -5,14 +5,14 @@
#include "StridedSliceTestImpl.hpp"
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <ResolveType.hpp>
#include <armnnTestUtils/TensorCopyUtils.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
namespace
{
diff --git a/src/backends/backendsCommon/test/layerTests/TransposeConvolution2dTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/TransposeConvolution2dTestImpl.cpp
index 41e57de..e53f9a1 100644
--- a/src/backends/backendsCommon/test/layerTests/TransposeConvolution2dTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/TransposeConvolution2dTestImpl.cpp
@@ -5,7 +5,7 @@
#include "TransposeConvolution2dTestImpl.hpp"
-#include <QuantizeHelper.hpp>
+#include <armnnUtils/QuantizeHelper.hpp>
#include <armnnUtils/Permute.hpp>
@@ -18,7 +18,7 @@
#include <reference/RefWorkloadFactory.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
#include <doctest/doctest.h>
diff --git a/src/backends/backendsCommon/test/layerTests/TransposeTestImpl.hpp b/src/backends/backendsCommon/test/layerTests/TransposeTestImpl.hpp
index 66652f2..ef27169 100644
--- a/src/backends/backendsCommon/test/layerTests/TransposeTestImpl.hpp
+++ b/src/backends/backendsCommon/test/layerTests/TransposeTestImpl.hpp
@@ -14,7 +14,7 @@
#include <backendsCommon/test/WorkloadFactoryHelper.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
template<typename T>
LayerTestResult<T, 4> SimpleTransposeTestImpl(
diff --git a/src/backends/cl/test/ClCreateWorkloadTests.cpp b/src/backends/cl/test/ClCreateWorkloadTests.cpp
index 4a28205..4f53b92 100644
--- a/src/backends/cl/test/ClCreateWorkloadTests.cpp
+++ b/src/backends/cl/test/ClCreateWorkloadTests.cpp
@@ -11,7 +11,7 @@
#include <armnn/utility/PolymorphicDowncast.hpp>
#include <armnn/backends/MemCopyWorkload.hpp>
#include <armnnTestUtils/TensorCopyUtils.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
#include <armnnTestUtils/WorkloadTestUtils.hpp>
#include <aclCommon/test/CreateWorkloadClNeon.hpp>
diff --git a/src/backends/cl/test/ClLayerSupportTests.cpp b/src/backends/cl/test/ClLayerSupportTests.cpp
index f3df594..8d9a7f1 100644
--- a/src/backends/cl/test/ClLayerSupportTests.cpp
+++ b/src/backends/cl/test/ClLayerSupportTests.cpp
@@ -8,7 +8,7 @@
#include <layers/ConvertFp16ToFp32Layer.hpp>
#include <layers/ConvertFp32ToFp16Layer.hpp>
#include <layers/MeanLayer.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
#include <armnn/backends/TensorHandle.hpp>
#include <cl/ClWorkloadFactory.hpp>
diff --git a/src/backends/cl/test/ClLayerTests.cpp b/src/backends/cl/test/ClLayerTests.cpp
index 967a7e4..7f63e63 100644
--- a/src/backends/cl/test/ClLayerTests.cpp
+++ b/src/backends/cl/test/ClLayerTests.cpp
@@ -6,7 +6,7 @@
#include "ClContextControlFixture.hpp"
#include "ClWorkloadFactoryHelper.hpp"
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
#include <UnitTests.hpp>
#include <cl/ClLayerSupport.hpp>
diff --git a/src/backends/cl/test/ClMemCopyTests.cpp b/src/backends/cl/test/ClMemCopyTests.cpp
index 98b873f..739ea7c 100644
--- a/src/backends/cl/test/ClMemCopyTests.cpp
+++ b/src/backends/cl/test/ClMemCopyTests.cpp
@@ -3,22 +3,42 @@
// SPDX-License-Identifier: MIT
//
-#include "ClWorkloadFactoryHelper.hpp"
-
+#include <armnnTestUtils/LayerTestResult.hpp>
+#include <armnnTestUtils/MemCopyTestImpl.hpp>
+#include <armnnTestUtils/MockBackend.hpp>
#include <cl/ClWorkloadFactory.hpp>
-#include <aclCommon/test/MemCopyTestImpl.hpp>
-
-#include <reference/RefWorkloadFactory.hpp>
-#include <reference/test/RefWorkloadFactoryHelper.hpp>
-
+#include <cl/ClBackend.hpp>
#include <doctest/doctest.h>
+namespace
+{
+
+template <>
+struct MemCopyTestHelper<armnn::ClWorkloadFactory>
+{
+ static armnn::IBackendInternal::IMemoryManagerSharedPtr GetMemoryManager()
+ {
+ armnn::ClBackend backend;
+ return backend.CreateMemoryManager();
+ }
+
+ static armnn::ClWorkloadFactory GetFactory(
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ const armnn::ModelOptions& modelOptions = {})
+ {
+ armnn::ClBackend backend;
+ return armnn::ClWorkloadFactory(armnn::PolymorphicPointerDowncast<armnn::ClMemoryManager>(memoryManager),
+ backend.CreateBackendSpecificModelContext(modelOptions));
+ }
+};
+} // namespace
+
TEST_SUITE("ClMemCopy")
{
TEST_CASE("CopyBetweenCpuAndGpu")
{
LayerTestResult<float, 4> result =
- MemCopyTest<armnn::RefWorkloadFactory, armnn::ClWorkloadFactory, armnn::DataType::Float32>(false);
+ MemCopyTest<armnn::MockWorkloadFactory, armnn::ClWorkloadFactory, 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());
@@ -27,7 +47,7 @@
TEST_CASE("CopyBetweenGpuAndCpu")
{
LayerTestResult<float, 4> result =
- MemCopyTest<armnn::ClWorkloadFactory, armnn::RefWorkloadFactory, armnn::DataType::Float32>(false);
+ MemCopyTest<armnn::ClWorkloadFactory, 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());
@@ -36,7 +56,7 @@
TEST_CASE("CopyBetweenCpuAndGpuWithSubtensors")
{
LayerTestResult<float, 4> result =
- MemCopyTest<armnn::RefWorkloadFactory, armnn::ClWorkloadFactory, armnn::DataType::Float32>(true);
+ MemCopyTest<armnn::MockWorkloadFactory, armnn::ClWorkloadFactory, 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());
@@ -45,7 +65,7 @@
TEST_CASE("CopyBetweenGpuAndCpuWithSubtensors")
{
LayerTestResult<float, 4> result =
- MemCopyTest<armnn::ClWorkloadFactory, armnn::RefWorkloadFactory, armnn::DataType::Float32>(true);
+ MemCopyTest<armnn::ClWorkloadFactory, 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());
diff --git a/src/backends/cl/test/OpenClTimerTest.cpp b/src/backends/cl/test/OpenClTimerTest.cpp
index 3d27390..24a0afa 100644
--- a/src/backends/cl/test/OpenClTimerTest.cpp
+++ b/src/backends/cl/test/OpenClTimerTest.cpp
@@ -7,7 +7,7 @@
#include "ClWorkloadFactoryHelper.hpp"
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
#include <armnn/backends/TensorHandle.hpp>
#include <armnn/backends/WorkloadFactory.hpp>
diff --git a/src/backends/neon/test/NeonLayerSupportTests.cpp b/src/backends/neon/test/NeonLayerSupportTests.cpp
index e5bdfb9..d1f188d 100644
--- a/src/backends/neon/test/NeonLayerSupportTests.cpp
+++ b/src/backends/neon/test/NeonLayerSupportTests.cpp
@@ -7,7 +7,7 @@
#include <layers/ConvertFp16ToFp32Layer.hpp>
#include <layers/ConvertFp32ToFp16Layer.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
#include <armnn/backends/TensorHandle.hpp>
#include <neon/NeonWorkloadFactory.hpp>
diff --git a/src/backends/neon/test/NeonLayerTests.cpp b/src/backends/neon/test/NeonLayerTests.cpp
index 3b63a88..9648c16 100644
--- a/src/backends/neon/test/NeonLayerTests.cpp
+++ b/src/backends/neon/test/NeonLayerTests.cpp
@@ -5,7 +5,7 @@
#include "NeonWorkloadFactoryHelper.hpp"
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
#include <UnitTests.hpp>
#include <neon/NeonLayerSupport.hpp>
diff --git a/src/backends/neon/test/NeonMemCopyTests.cpp b/src/backends/neon/test/NeonMemCopyTests.cpp
index 0485092..de4195d 100644
--- a/src/backends/neon/test/NeonMemCopyTests.cpp
+++ b/src/backends/neon/test/NeonMemCopyTests.cpp
@@ -3,23 +3,43 @@
// SPDX-License-Identifier: MIT
//
-#include "NeonWorkloadFactoryHelper.hpp"
-
-#include <aclCommon/test/MemCopyTestImpl.hpp>
-
-#include <neon/NeonWorkloadFactory.hpp>
-
-#include <reference/RefWorkloadFactory.hpp>
-#include <reference/test/RefWorkloadFactoryHelper.hpp>
-
+#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::RefWorkloadFactory, armnn::NeonWorkloadFactory, armnn::DataType::Float32>(false);
+ 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());
@@ -28,7 +48,7 @@
TEST_CASE("CopyBetweenNeonAndCpu")
{
LayerTestResult<float, 4> result =
- MemCopyTest<armnn::NeonWorkloadFactory, armnn::RefWorkloadFactory, armnn::DataType::Float32>(false);
+ 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());
@@ -37,7 +57,7 @@
TEST_CASE("CopyBetweenCpuAndNeonWithSubtensors")
{
LayerTestResult<float, 4> result =
- MemCopyTest<armnn::RefWorkloadFactory, armnn::NeonWorkloadFactory, armnn::DataType::Float32>(true);
+ 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());
@@ -46,7 +66,7 @@
TEST_CASE("CopyBetweenNeonAndCpuWithSubtensors")
{
LayerTestResult<float, 4> result =
- MemCopyTest<armnn::NeonWorkloadFactory, armnn::RefWorkloadFactory, armnn::DataType::Float32>(true);
+ 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());
diff --git a/src/backends/neon/test/NeonTimerTest.cpp b/src/backends/neon/test/NeonTimerTest.cpp
index 7d73df8..e029d27 100644
--- a/src/backends/neon/test/NeonTimerTest.cpp
+++ b/src/backends/neon/test/NeonTimerTest.cpp
@@ -6,7 +6,7 @@
#include "NeonWorkloadFactoryHelper.hpp"
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
#include <armnn/backends/TensorHandle.hpp>
#include <armnn/backends/WorkloadFactory.hpp>
diff --git a/src/backends/reference/test/CMakeLists.txt b/src/backends/reference/test/CMakeLists.txt
index 9d6572a..2476c31 100644
--- a/src/backends/reference/test/CMakeLists.txt
+++ b/src/backends/reference/test/CMakeLists.txt
@@ -12,6 +12,7 @@
RefJsonPrinterTests.cpp
RefLayerSupportTests.cpp
RefLayerTests.cpp
+ RefMemCopyTests.cpp
RefMemoryManagerTests.cpp
RefOptimizedNetworkTests.cpp
RefPerAxisIteratorTests.cpp
diff --git a/src/backends/reference/test/RefLayerSupportTests.cpp b/src/backends/reference/test/RefLayerSupportTests.cpp
index 833e254..9a27c7c 100644
--- a/src/backends/reference/test/RefLayerSupportTests.cpp
+++ b/src/backends/reference/test/RefLayerSupportTests.cpp
@@ -6,7 +6,7 @@
#include <layers/ConvertFp16ToFp32Layer.hpp>
#include <layers/ConvertFp32ToFp16Layer.hpp>
-#include <TensorHelpers.hpp>
+#include <armnnTestUtils/TensorHelpers.hpp>
#include <armnn/backends/TensorHandle.hpp>
#include <reference/RefWorkloadFactory.hpp>
diff --git a/src/backends/reference/test/RefMemCopyTests.cpp b/src/backends/reference/test/RefMemCopyTests.cpp
new file mode 100644
index 0000000..e97d979
--- /dev/null
+++ b/src/backends/reference/test/RefMemCopyTests.cpp
@@ -0,0 +1,70 @@
+//
+// Copyright © 2022 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include <reference/RefWorkloadFactory.hpp>
+#include <reference/RefBackend.hpp>
+#include <armnnTestUtils/LayerTestResult.hpp>
+#include <armnnTestUtils/MemCopyTestImpl.hpp>
+#include <armnnTestUtils/MockBackend.hpp>
+#include <doctest/doctest.h>
+
+namespace
+{
+
+template <>
+struct MemCopyTestHelper<armnn::RefWorkloadFactory>
+{
+ static armnn::IBackendInternal::IMemoryManagerSharedPtr GetMemoryManager()
+ {
+ armnn::RefBackend backend;
+ return backend.CreateMemoryManager();
+ }
+
+ static armnn::RefWorkloadFactory GetFactory(const armnn::IBackendInternal::IMemoryManagerSharedPtr&)
+ {
+ return armnn::RefWorkloadFactory();
+ }
+};
+} // namespace
+
+TEST_SUITE("RefMemCopy")
+{
+
+ TEST_CASE("CopyBetweenCpuMockAndRef")
+ {
+ LayerTestResult<float, 4> result =
+ MemCopyTest<armnn::MockWorkloadFactory, armnn::RefWorkloadFactory, 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("CopyBetweenRefAndCpuMock")
+ {
+ LayerTestResult<float, 4> result =
+ MemCopyTest<armnn::RefWorkloadFactory, 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("CopyBetweenCpuMockAndRefWithSubtensors")
+ {
+ LayerTestResult<float, 4> result =
+ MemCopyTest<armnn::MockWorkloadFactory, armnn::RefWorkloadFactory, 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("CopyBetweenRefAndCpuMockWithSubtensors")
+ {
+ LayerTestResult<float, 4> result =
+ MemCopyTest<armnn::RefWorkloadFactory, 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());
+ }
+}