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author | Matteo Martincigh <matteo.martincigh@arm.com> | 2019-06-13 17:27:46 +0100 |
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committer | Matteo Martincigh <matteo.martincigh@arm.com> | 2019-06-19 11:12:35 +0000 |
commit | ab9e52563f624d9782b97400f643d2632cc8d770 (patch) | |
tree | 5fec7f9e398dbd2337241cd3cc908f7b0e1d588b /src/backends/reference/test | |
parent | bee4bc944aa50782ff22cb4a31fbc611212a5e89 (diff) | |
download | armnn-ab9e52563f624d9782b97400f643d2632cc8d770.tar.gz |
IVGCVSW-3268 Add Reference workload support for the new Prelu Activation layer
* Added reference workload for the PReLU Activation layer
* Added factory methods
* Added validation support
* Added Int16 support
* Added unit tests
Change-Id: Ic950d908c5e0a335dccd2960a3ffab0f8b599876
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Diffstat (limited to 'src/backends/reference/test')
-rw-r--r-- | src/backends/reference/test/RefCreateWorkloadTests.cpp | 28 | ||||
-rw-r--r-- | src/backends/reference/test/RefLayerTests.cpp | 5 |
2 files changed, 33 insertions, 0 deletions
diff --git a/src/backends/reference/test/RefCreateWorkloadTests.cpp b/src/backends/reference/test/RefCreateWorkloadTests.cpp index e541692654..14615f89df 100644 --- a/src/backends/reference/test/RefCreateWorkloadTests.cpp +++ b/src/backends/reference/test/RefCreateWorkloadTests.cpp @@ -870,4 +870,32 @@ BOOST_AUTO_TEST_CASE(CreateConstantSigned32Workload) RefCreateConstantWorkloadTest<RefConstantWorkload, armnn::DataType::Signed32>({ 2, 3, 2, 10 }); } +template <typename armnn::DataType DataType> +static void RefCreatePreluWorkloadTest(const armnn::TensorShape& outputShape) +{ + armnn::Graph graph; + RefWorkloadFactory factory; + auto workload = CreatePreluWorkloadTest<RefPreluWorkload, DataType>(factory, graph, outputShape); + + // Check output is as expected + auto queueDescriptor = workload->GetData(); + auto outputHandle = boost::polymorphic_downcast<CpuTensorHandle*>(queueDescriptor.m_Outputs[0]); + BOOST_TEST((outputHandle->GetTensorInfo() == TensorInfo(outputShape, DataType))); +} + +BOOST_AUTO_TEST_CASE(CreatePreluFloat32Workload) +{ + RefCreatePreluWorkloadTest<armnn::DataType::Float32>({ 5, 4, 3, 2 }); +} + +BOOST_AUTO_TEST_CASE(CreatePreluUint8Workload) +{ + RefCreatePreluWorkloadTest<armnn::DataType::QuantisedAsymm8>({ 5, 4, 3, 2 }); +} + +BOOST_AUTO_TEST_CASE(CreatePreluInt16Workload) +{ + RefCreatePreluWorkloadTest<armnn::DataType::QuantisedSymm16>({ 5, 4, 3, 2 }); +} + BOOST_AUTO_TEST_SUITE_END() diff --git a/src/backends/reference/test/RefLayerTests.cpp b/src/backends/reference/test/RefLayerTests.cpp index 95e93653bc..b540d185d3 100644 --- a/src/backends/reference/test/RefLayerTests.cpp +++ b/src/backends/reference/test/RefLayerTests.cpp @@ -859,4 +859,9 @@ ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test) ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test) ARMNN_AUTO_TEST_CASE(QuantizeClampInt16, QuantizeClampInt16Test) +// PReLU +ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<armnn::DataType::Float32>) +ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<armnn::DataType::QuantisedAsymm8>) +ARMNN_AUTO_TEST_CASE(PreluInt16, PreluTest<armnn::DataType::QuantisedSymm16>) + BOOST_AUTO_TEST_SUITE_END() |