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author | Nikhil Raj <nikhil.raj@arm.com> | 2019-07-03 15:58:31 +0100 |
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committer | Nikhil Raj Arm <nikhil.raj@arm.com> | 2019-07-05 12:56:51 +0000 |
commit | 9b461486a863229bb71850f403099ec0713aef68 (patch) | |
tree | 8d37240e5650e64ab83c5b07201adc1d7b65f71e /src/backends/neon/test | |
parent | 91e4c6d43921b735e6aee78d8611bc0372eda4df (diff) | |
download | armnn-9b461486a863229bb71850f403099ec0713aef68.tar.gz |
IVGCVSW-3294 Add Neon backend support for PReLU
Change-Id: I2f92f7336d3b4188962a9d08b0e7c6372b1c648f
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Diffstat (limited to 'src/backends/neon/test')
-rw-r--r-- | src/backends/neon/test/NeonCreateWorkloadTests.cpp | 43 | ||||
-rw-r--r-- | src/backends/neon/test/NeonLayerTests.cpp | 4 |
2 files changed, 47 insertions, 0 deletions
diff --git a/src/backends/neon/test/NeonCreateWorkloadTests.cpp b/src/backends/neon/test/NeonCreateWorkloadTests.cpp index 320ea69c95..19b520d1e9 100644 --- a/src/backends/neon/test/NeonCreateWorkloadTests.cpp +++ b/src/backends/neon/test/NeonCreateWorkloadTests.cpp @@ -416,6 +416,49 @@ BOOST_AUTO_TEST_CASE(CreatePooling2dUint8NhwcWorkload) NeonCreatePooling2dWorkloadTest<DataType::QuantisedAsymm8>(DataLayout::NHWC); } +static void NeonCreatePreluWorkloadTest(const armnn::TensorShape& inputShape, + const armnn::TensorShape& alphaShape, + const armnn::TensorShape& outputShape, + armnn::DataType dataType) +{ + Graph graph; + NeonWorkloadFactory factory = + NeonWorkloadFactoryHelper::GetFactory(NeonWorkloadFactoryHelper::GetMemoryManager()); + + auto workload = CreatePreluWorkloadTest<NeonPreluWorkload>(factory, + graph, + inputShape, + alphaShape, + outputShape, + dataType); + + // Checks that outputs and inputs are as we expect them (see definition of CreateReshapeWorkloadTest). + PreluQueueDescriptor queueDescriptor = workload->GetData(); + auto inputHandle = boost::polymorphic_downcast<IAclTensorHandle*>(queueDescriptor.m_Inputs[0]); + auto alphaHandle = boost::polymorphic_downcast<IAclTensorHandle*>(queueDescriptor.m_Inputs[1]); + auto outputHandle = boost::polymorphic_downcast<IAclTensorHandle*>(queueDescriptor.m_Outputs[0]); + BOOST_TEST(TestNeonTensorHandleInfo(inputHandle, TensorInfo(inputShape, dataType))); + BOOST_TEST(TestNeonTensorHandleInfo(alphaHandle, TensorInfo(alphaShape, dataType))); + BOOST_TEST(TestNeonTensorHandleInfo(outputHandle, TensorInfo(outputShape, dataType))); +} + +#ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC + BOOST_AUTO_TEST_CASE(CreatePreluFloat16Workload) +{ + NeonCreatePreluWorkloadTest({ 1, 4, 1, 2 }, { 5, 4, 3, 1 }, { 5, 4, 3, 2 }, DataType::Float16); +} +#endif + +BOOST_AUTO_TEST_CASE(CreatePreluFloatWorkload) +{ + NeonCreatePreluWorkloadTest({ 1, 4, 1, 2 }, { 5, 4, 3, 1 }, { 5, 4, 3, 2 }, DataType::Float32); +} + +BOOST_AUTO_TEST_CASE(CreatePreluUint8Workload) +{ + NeonCreatePreluWorkloadTest({ 1, 4, 1, 2 }, { 5, 4, 3, 1 }, { 5, 4, 3, 2 }, DataType::QuantisedAsymm8); +} + template <typename armnn::DataType DataType> static void NeonCreateReshapeWorkloadTest() { diff --git a/src/backends/neon/test/NeonLayerTests.cpp b/src/backends/neon/test/NeonLayerTests.cpp index 425fe3a19e..8da54a76ea 100644 --- a/src/backends/neon/test/NeonLayerTests.cpp +++ b/src/backends/neon/test/NeonLayerTests.cpp @@ -537,6 +537,10 @@ ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8Nhwc, ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test) ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test) +// PReLU +ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<armnn::DataType::Float32>) +ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<armnn::DataType::QuantisedAsymm8>) + // ============================================================================ // COMPARE tests |