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| author | James Conroy <james.conroy@arm.com> | 2020-04-29 20:01:10 +0100 |
|---|---|---|
| committer | James Conroy <james.conroy@arm.com> | 2020-05-02 16:44:33 +0000 |
| commit | 4f1f899da140bb0490cf7e404daeaf1206f4db8b (patch) | |
| tree | dc6d1215440e0efa677d47a4b944882d72e12cc9 /src/backends/reference/test | |
| parent | 56e1a5f68213c9134826ad14c6e1fb4c0d41fb46 (diff) | |
| download | armnn-4f1f899da140bb0490cf7e404daeaf1206f4db8b.tar.gz | |
IVGCVSW-4449 Add QLstm ref implementation
* Adds ref implemenation for new HAL 1.3
operator, QLstm.
* Adds Layer and CreateWorkload unit tests.
* Adds WorkloadData validate for QLstm.
Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: I8a721f07ff06105e6495a1a0561b9503aa8146dc
Diffstat (limited to 'src/backends/reference/test')
| -rw-r--r-- | src/backends/reference/test/RefCreateWorkloadTests.cpp | 29 | ||||
| -rw-r--r-- | src/backends/reference/test/RefLayerTests.cpp | 3 |
2 files changed, 32 insertions, 0 deletions
diff --git a/src/backends/reference/test/RefCreateWorkloadTests.cpp b/src/backends/reference/test/RefCreateWorkloadTests.cpp index 4a57df7d6a..437366a753 100644 --- a/src/backends/reference/test/RefCreateWorkloadTests.cpp +++ b/src/backends/reference/test/RefCreateWorkloadTests.cpp @@ -1089,4 +1089,33 @@ BOOST_AUTO_TEST_CASE(CreateStackUint16Workload) RefCreateStackWorkloadTest<armnn::DataType::QSymmS16>({ 3, 4, 5 }, { 3, 4, 2, 5 }, 2, 2); } +template <typename QLstmWorkloadType> +static void RefCreateQLstmWorkloadTest() +{ + Graph graph; + RefWorkloadFactory factory; + + auto workload = CreateQLstmWorkloadTest<QLstmWorkloadType>(factory, graph); + + armnn::TensorInfo inputInfo({2 , 4}, armnn::DataType::QAsymmS8, 0.0078125f, 0); + + armnn::TensorInfo cellStateInfo({2 , 4}, armnn::DataType::QSymmS16, 3.05176e-05f, 0); + + armnn::TensorInfo outputInfo({2 , 4}, armnn::DataType::QAsymmS8, 0.007f, 0); + + QLstmQueueDescriptor queueDescriptor = workload->GetData(); + auto inputHandle = boost::polymorphic_downcast<RefTensorHandle*>(queueDescriptor.m_Inputs[0]); + auto cellStateOutHandle = boost::polymorphic_downcast<RefTensorHandle*>(queueDescriptor.m_Outputs[1]); + auto outputHandle = boost::polymorphic_downcast<RefTensorHandle*>(queueDescriptor.m_Outputs[2]); + + BOOST_TEST((inputHandle->GetTensorInfo() == inputInfo)); + BOOST_TEST((cellStateOutHandle->GetTensorInfo() == cellStateInfo)); + BOOST_TEST((outputHandle->GetTensorInfo() == outputInfo)); +} + +BOOST_AUTO_TEST_CASE(CreateQLstmWorkloadTest) +{ + RefCreateQLstmWorkloadTest<RefQLstmWorkload>(); +} + BOOST_AUTO_TEST_SUITE_END() diff --git a/src/backends/reference/test/RefLayerTests.cpp b/src/backends/reference/test/RefLayerTests.cpp index f50051aaac..d8dab3d04e 100644 --- a/src/backends/reference/test/RefLayerTests.cpp +++ b/src/backends/reference/test/RefLayerTests.cpp @@ -1255,6 +1255,9 @@ ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgWithPeepholeWithProjection, ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16Constant, LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16ConstantTest) +// QLstm +ARMNN_AUTO_TEST_CASE(QLstm, QLstmTest) + // Convert from BFloat16 to Float32 ARMNN_AUTO_TEST_CASE(ConvertBf16ToFp32, ConvertBf16ToFp32Test) |