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-rw-r--r--src/backends/backendsCommon/test/layerTests/ElementwiseUnaryTestImpl.hpp113
1 files changed, 113 insertions, 0 deletions
diff --git a/src/backends/backendsCommon/test/layerTests/ElementwiseUnaryTestImpl.hpp b/src/backends/backendsCommon/test/layerTests/ElementwiseUnaryTestImpl.hpp
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index 0000000000..bea4ec205e
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+++ b/src/backends/backendsCommon/test/layerTests/ElementwiseUnaryTestImpl.hpp
@@ -0,0 +1,113 @@
+//
+// Copyright © 2019 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include "LayerTestResult.hpp"
+
+#include <armnn/ArmNN.hpp>
+
+#include <ResolveType.hpp>
+
+#include <armnn/backends/IBackendInternal.hpp>
+#include <backendsCommon/Workload.hpp>
+#include <backendsCommon/WorkloadData.hpp>
+#include <backendsCommon/WorkloadFactory.hpp>
+
+#include <backendsCommon/test/DataTypeUtils.hpp>
+#include <backendsCommon/test/TensorCopyUtils.hpp>
+#include <backendsCommon/test/WorkloadTestUtils.hpp>
+
+#include <test/TensorHelpers.hpp>
+
+#include <memory>
+
+std::unique_ptr<armnn::IWorkload> CreateWorkload(
+ const armnn::IWorkloadFactory& workloadFactory,
+ const armnn::WorkloadInfo& info,
+ const armnn::ElementwiseUnaryQueueDescriptor& descriptor);
+
+template <std::size_t NumDims,
+ armnn::DataType ArmnnType,
+ typename T = armnn::ResolveType<ArmnnType>>
+LayerTestResult<T, NumDims> ElementwiseUnaryTestHelper(
+ armnn::IWorkloadFactory & workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr & memoryManager,
+ armnn::UnaryOperation op,
+ const unsigned int shape[NumDims],
+ std::vector<float> values,
+ float quantScale,
+ int quantOffset,
+ const unsigned int outShape[NumDims],
+ std::vector<float> outValues,
+ float outQuantScale,
+ int outQuantOffset)
+{
+ armnn::TensorInfo inputTensorInfo{NumDims, shape, ArmnnType};
+ armnn::TensorInfo outputTensorInfo{NumDims, outShape, ArmnnType};
+
+ inputTensorInfo.SetQuantizationScale(quantScale);
+ inputTensorInfo.SetQuantizationOffset(quantOffset);
+
+ outputTensorInfo.SetQuantizationScale(outQuantScale);
+ outputTensorInfo.SetQuantizationOffset(outQuantOffset);
+
+ auto input = MakeTensor<T, NumDims>(inputTensorInfo, ConvertToDataType<ArmnnType>(values, inputTensorInfo));
+
+ LayerTestResult<T, NumDims> ret(outputTensorInfo);
+
+ std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo);
+ std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo);
+
+ armnn::ElementwiseUnaryDescriptor desc(op);
+ armnn::ElementwiseUnaryQueueDescriptor qDesc;
+ qDesc.m_Parameters = desc;
+ armnn::WorkloadInfo info;
+ AddInputToWorkload(qDesc, info, inputTensorInfo, inputHandle.get());
+ AddOutputToWorkload(qDesc, info, outputTensorInfo, outputHandle.get());
+ auto workload = CreateWorkload(workloadFactory, info, qDesc);
+
+ inputHandle->Allocate();
+ outputHandle->Allocate();
+
+ CopyDataToITensorHandle(inputHandle.get(), input.origin());
+
+ workload->PostAllocationConfigure();
+ ExecuteWorkload(*workload, memoryManager);
+
+ CopyDataFromITensorHandle(ret.output.origin(), outputHandle.get());
+
+ ret.outputExpected = MakeTensor<T, NumDims>(outputTensorInfo, ConvertToDataType<ArmnnType>(outValues,
+ inputTensorInfo));
+ return ret;
+}
+
+template <std::size_t NumDims,
+ armnn::DataType ArmnnType,
+ typename T = armnn::ResolveType<ArmnnType>>
+LayerTestResult<T, NumDims> ElementwiseUnaryTestHelper(
+ armnn::IWorkloadFactory & workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr & memoryManager,
+ armnn::UnaryOperation op,
+ const unsigned int shape[NumDims],
+ std::vector<float> values,
+ const unsigned int outShape[NumDims],
+ std::vector<float> outValues,
+ float quantScale = 1.0f,
+ int quantOffset = 0)
+{
+ return ElementwiseUnaryTestHelper<NumDims, ArmnnType>(
+ workloadFactory,
+ memoryManager,
+ op,
+ shape,
+ values,
+ quantScale,
+ quantOffset,
+ outShape,
+ outValues,
+ quantScale,
+ quantOffset);
+} \ No newline at end of file