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| author | Ferran Balaguer <ferran.balaguer@arm.com> | 2019-08-01 09:58:08 +0100 |
|---|---|---|
| committer | Áron Virginás-Tar <aron.virginas-tar@arm.com> | 2019-08-05 13:08:36 +0000 |
| commit | 737d9ff58b348b11234b6c2363390607d576177d (patch) | |
| tree | f0ab993791799fc5110ee25ed9612fb8ed6e3e99 /src/backends/cl/test | |
| parent | 651aafec6235ddbc1177229dedcdd21ffad01616 (diff) | |
| download | armnn-737d9ff58b348b11234b6c2363390607d576177d.tar.gz | |
IVGCVSW-3342 Add CL backend support for Quantized_LSTM (16bit cell state)
!android-nn-driver:1685
Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com>
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: I17278562f72d4b77e22c3af25bf7199b9150a765
Diffstat (limited to 'src/backends/cl/test')
| -rw-r--r-- | src/backends/cl/test/ClCreateWorkloadTests.cpp | 41 | ||||
| -rw-r--r-- | src/backends/cl/test/ClLayerTests.cpp | 2 |
2 files changed, 43 insertions, 0 deletions
diff --git a/src/backends/cl/test/ClCreateWorkloadTests.cpp b/src/backends/cl/test/ClCreateWorkloadTests.cpp index f453ccc9fd..bb36504214 100644 --- a/src/backends/cl/test/ClCreateWorkloadTests.cpp +++ b/src/backends/cl/test/ClCreateWorkloadTests.cpp @@ -9,6 +9,7 @@ #include <backendsCommon/MemCopyWorkload.hpp> #include <aclCommon/test/CreateWorkloadClNeon.hpp> +#include <aclCommon/ArmComputeTensorUtils.hpp> #include <cl/ClTensorHandle.hpp> #include <cl/ClWorkloadFactory.hpp> @@ -974,4 +975,44 @@ BOOST_AUTO_TEST_CASE(CreateStackUint8Workload) ClCreateStackWorkloadTest<armnn::DataType::QuantisedAsymm8>({ 3, 4, 5 }, { 3, 4, 2, 5 }, 2, 2); } +template <typename QuantizedLstmWorkloadType> +static void ClCreateQuantizedLstmWorkloadTest() +{ + using namespace armnn::armcomputetensorutils; + using boost::polymorphic_downcast; + + Graph graph; + ClWorkloadFactory factory = + ClWorkloadFactoryHelper::GetFactory(ClWorkloadFactoryHelper::GetMemoryManager()); + + auto workload = CreateQuantizedLstmWorkloadTest<QuantizedLstmWorkloadType>(factory, graph); + + QuantizedLstmQueueDescriptor queueDescriptor = workload->GetData(); + + IAclTensorHandle* inputHandle = polymorphic_downcast<IAclTensorHandle*>(queueDescriptor.m_Inputs[0]); + BOOST_TEST((inputHandle->GetShape() == TensorShape({2, 2}))); + BOOST_TEST((inputHandle->GetDataType() == arm_compute::DataType::QASYMM8)); + + IAclTensorHandle* cellStateInHandle = polymorphic_downcast<IAclTensorHandle*>(queueDescriptor.m_Inputs[1]); + BOOST_TEST((cellStateInHandle->GetShape() == TensorShape({2, 4}))); + BOOST_TEST((cellStateInHandle->GetDataType() == arm_compute::DataType::QSYMM16)); + + IAclTensorHandle* outputStateInHandle = polymorphic_downcast<IAclTensorHandle*>(queueDescriptor.m_Inputs[2]); + BOOST_TEST((outputStateInHandle->GetShape() == TensorShape({2, 4}))); + BOOST_TEST((outputStateInHandle->GetDataType() == arm_compute::DataType::QASYMM8)); + + IAclTensorHandle* cellStateOutHandle = polymorphic_downcast<IAclTensorHandle*>(queueDescriptor.m_Outputs[0]); + BOOST_TEST((cellStateOutHandle->GetShape() == TensorShape({2, 4}))); + BOOST_TEST((cellStateOutHandle->GetDataType() == arm_compute::DataType::QSYMM16)); + + IAclTensorHandle* outputStateOutHandle = polymorphic_downcast<IAclTensorHandle*>(queueDescriptor.m_Outputs[1]); + BOOST_TEST((outputStateOutHandle->GetShape() == TensorShape({2, 4}))); + BOOST_TEST((outputStateOutHandle->GetDataType() == arm_compute::DataType::QASYMM8)); +} + +BOOST_AUTO_TEST_CASE(CreateQuantizedLstmWorkload) +{ + ClCreateQuantizedLstmWorkloadTest<ClQuantizedLstmWorkload>(); +} + BOOST_AUTO_TEST_SUITE_END() diff --git a/src/backends/cl/test/ClLayerTests.cpp b/src/backends/cl/test/ClLayerTests.cpp index dd4c16edf4..c9114b9ac4 100644 --- a/src/backends/cl/test/ClLayerTests.cpp +++ b/src/backends/cl/test/ClLayerTests.cpp @@ -401,6 +401,8 @@ ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection, ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm, LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest) +ARMNN_AUTO_TEST_CASE(QuantizedLstm, QuantizedLstmTest) + // Convert from Float16 to Float32 ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test) // Convert from Float32 to Float16 |