commit 6095ba5f097345510bcae7804bcf4ae123b4f98f
author Sadik Armagan <sadik.armagan@arm.com> Fri Sep 13 17:07:19 2019 +0100
committer Sadik Armagan <sadik.armagan@arm.com> Mon Sep 16 10:17:55 2019 +0100
tree 7f53a056a87d802bc7cf100d4dddcf7f34ac3b36
parent 019c4b1cd87849194cd30cb5bfd0e5d68089df08

IVGCVSW-3660 Add SQRT unit tests for Neon and CL backends

Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Iaaff33f578c4d88f6c03c8de4af71d5347178eaa

src/backends/backendsCommon/test/layerTests/ActivationTestImpl.cpp

diff --git a/src/backends/backendsCommon/test/layerTests/ActivationTestImpl.cpp b/src/backends/backendsCommon/test/layerTests/ActivationTestImpl.cpp
index c05dfd6..075c29d 100644
--- a/src/backends/backendsCommon/test/layerTests/ActivationTestImpl.cpp
+++ b/src/backends/backendsCommon/test/layerTests/ActivationTestImpl.cpp
@@ -786,6 +786,62 @@
     return AbsTestCommon<armnn::DataType::QuantisedSymm16>(workloadFactory, memoryManager, 0.1f, 0);
 }
 
+LayerTestResult<float, 5> SqrtNNTest(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager)
+{
+    const int inputDataSize = 120;
+    std::vector<float> inputData(inputDataSize);
+
+    for (unsigned int i = 0u; i < inputDataSize; ++i)
+    {
+        inputData[i] = static_cast<float>(i) / 10;
+    }
+
+    auto f = [](float value)
+    {
+        return std::sqrt(value);
+    };
+    std::vector<float> outputExpectedData(inputDataSize);
+    std::transform(inputData.begin(), inputData.end(), outputExpectedData.begin(), f);
+
+    armnn::TensorInfo inputTensorInfo(
+        { 1u, 2u, 3u, 4u, 5u }, armnn::DataType::Float32);
+    armnn::TensorInfo outputTensorInfo(
+        { 1u, 2u, 3u, 4u, 5u }, armnn::DataType::Float32);
+
+    LayerTestResult<float, 5> result(inputTensorInfo);
+
+    auto input = MakeTensor<float, 5>(inputTensorInfo, QuantizedVector<float>(0.f, 0.f, inputData));
+
+    std::unique_ptr<armnn::ITensorHandle> inputHandle  = workloadFactory.CreateTensorHandle(inputTensorInfo);
+    std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo);
+
+    armnn::ActivationQueueDescriptor descriptor;
+    armnn::WorkloadInfo workloadInfo;
+    AddInputToWorkload(descriptor, workloadInfo, inputTensorInfo, inputHandle.get());
+    AddOutputToWorkload(descriptor, workloadInfo, outputTensorInfo, outputHandle.get());
+
+    descriptor.m_Parameters.m_Function = armnn::ActivationFunction::Sqrt;
+
+    std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateActivation(descriptor, workloadInfo);
+
+    inputHandle->Allocate();
+    outputHandle->Allocate();
+
+    CopyDataToITensorHandle(inputHandle.get(), &input[0][0][0][0][0]);
+
+    workload->Execute();
+
+    CopyDataFromITensorHandle(&result.output[0][0][0][0][0], outputHandle.get());
+
+    // Calculated manually.
+    result.outputExpected = MakeTensor<float, 5>(outputTensorInfo, QuantizedVector<float>(0.f, 0.f,
+                                                                                  outputExpectedData));
+
+    return result;
+};
+
 template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
 LayerTestResult<T, 4> SqrtTestCommon(
         armnn::IWorkloadFactory& workloadFactory,

src/backends/backendsCommon/test/layerTests/ActivationTestImpl.hpp

diff --git a/src/backends/backendsCommon/test/layerTests/ActivationTestImpl.hpp b/src/backends/backendsCommon/test/layerTests/ActivationTestImpl.hpp
index fc69cfb..2d6362f 100644
--- a/src/backends/backendsCommon/test/layerTests/ActivationTestImpl.hpp
+++ b/src/backends/backendsCommon/test/layerTests/ActivationTestImpl.hpp
@@ -172,6 +172,10 @@
         armnn::IWorkloadFactory& workloadFactory,
         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
 
+LayerTestResult<float, 5> SqrtNNTest(
+    armnn::IWorkloadFactory& workloadFactory,
+    const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
+
 LayerTestResult<uint8_t, 4> SqrtUint8Test(
         armnn::IWorkloadFactory& workloadFactory,
         const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);

src/backends/cl/test/ClLayerTests.cpp

diff --git a/src/backends/cl/test/ClLayerTests.cpp b/src/backends/cl/test/ClLayerTests.cpp
index b3f29b6..6a26a3d 100644
--- a/src/backends/cl/test/ClLayerTests.cpp
+++ b/src/backends/cl/test/ClLayerTests.cpp
@@ -42,6 +42,10 @@
 ARMNN_AUTO_TEST_CASE(Logistic, SimpleSigmoidTest)
 ARMNN_AUTO_TEST_CASE(LogisticUint8, SimpleSigmoidUint8Test)
 
+// Sqrt Activation
+ARMNN_AUTO_TEST_CASE(Sqrt, SqrtTest)
+ARMNN_AUTO_TEST_CASE(SqrtNN, SqrtNNTest)
+
 // Batch To Space
 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat321, BatchToSpaceNdNhwcTest1<DataType::Float32>)
 ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat322, BatchToSpaceNdNhwcTest2<DataType::Float32>)

src/backends/neon/test/NeonLayerTests.cpp

diff --git a/src/backends/neon/test/NeonLayerTests.cpp b/src/backends/neon/test/NeonLayerTests.cpp
index 8a51334..dbd2d32 100644
--- a/src/backends/neon/test/NeonLayerTests.cpp
+++ b/src/backends/neon/test/NeonLayerTests.cpp
@@ -354,6 +354,10 @@
 ARMNN_AUTO_TEST_CASE(SimpleSigmoid, SimpleSigmoidTest)
 ARMNN_AUTO_TEST_CASE(SimpleSigmoidUint8, SimpleSigmoidUint8Test)
 
+// Sqrt Activation
+ARMNN_AUTO_TEST_CASE(Sqrt, SqrtTest)
+ARMNN_AUTO_TEST_CASE(SqrtNN, SqrtNNTest)
+
 // Softmax
 ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
 ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)

src/backends/reference/test/RefLayerTests.cpp

diff --git a/src/backends/reference/test/RefLayerTests.cpp b/src/backends/reference/test/RefLayerTests.cpp
index 439ac49..eb56dde 100644
--- a/src/backends/reference/test/RefLayerTests.cpp
+++ b/src/backends/reference/test/RefLayerTests.cpp
@@ -429,6 +429,7 @@
 
 // Sqrt Activation
 ARMNN_AUTO_TEST_CASE(Sqrt, SqrtTest)
+ARMNN_AUTO_TEST_CASE(SqrtNN, SqrtNNTest)
 ARMNN_AUTO_TEST_CASE(SqrtUint8, SqrtUint8Test)
 ARMNN_AUTO_TEST_CASE(SqrtInt16, SqrtInt16Test)