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| author | Francis Murtagh <francis.murtagh@arm.com> | 2019-08-02 13:20:54 +0100 |
|---|---|---|
| committer | Áron Virginás-Tar <aron.virginas-tar@arm.com> | 2019-08-05 15:19:07 +0000 |
| commit | 4fc3c48c2d230d8c55aa01aa98e32b6df7cafc0c (patch) | |
| tree | 3ee1e3e59ed6cdd3c86377d260374e21d4fde923 /src/backends/neon/test/NeonCreateWorkloadTests.cpp | |
| parent | f0a0a9ec1e8188e6494d57160341b5bb8a4c3bd7 (diff) | |
| download | armnn-4fc3c48c2d230d8c55aa01aa98e32b6df7cafc0c.tar.gz | |
IVGCVSW-3341 Add Neon backend support for Quantized_LSTM (16bit cell state)
* Add Neon Workload
* Update NeonWorkloads.hpp
* Update NeonWorkloadFactory
* Update NeonLayerSupport
* Update backends.mk and CMakeLists.txt
* Add NeonCreateWorkload test
* Enable LayerTest
!android-nn-driver:1685
Change-Id: Idd799bbf039acf0d59084d02c3b57766ce3691b5
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
Diffstat (limited to 'src/backends/neon/test/NeonCreateWorkloadTests.cpp')
| -rw-r--r-- | src/backends/neon/test/NeonCreateWorkloadTests.cpp | 39 |
1 files changed, 39 insertions, 0 deletions
diff --git a/src/backends/neon/test/NeonCreateWorkloadTests.cpp b/src/backends/neon/test/NeonCreateWorkloadTests.cpp index 848af1285f..056bfb283f 100644 --- a/src/backends/neon/test/NeonCreateWorkloadTests.cpp +++ b/src/backends/neon/test/NeonCreateWorkloadTests.cpp @@ -5,6 +5,7 @@ #include "NeonWorkloadFactoryHelper.hpp" +#include <aclCommon/ArmComputeTensorUtils.hpp> #include <backendsCommon/MemCopyWorkload.hpp> #include <aclCommon/test/CreateWorkloadClNeon.hpp> @@ -873,4 +874,42 @@ BOOST_AUTO_TEST_CASE(CreateStackUint8Workload) NeonCreateStackWorkloadTest<armnn::DataType::QuantisedAsymm8>({ 3, 4, 5 }, { 3, 4, 2, 5 }, 2, 2); } +template <typename QuantizedLstmWorkloadType> +static void NeonCreateQuantizedLstmWorkloadTest() +{ + using boost::polymorphic_downcast; + + Graph graph; + NeonWorkloadFactory factory = NeonWorkloadFactoryHelper::GetFactory(NeonWorkloadFactoryHelper::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) +{ + NeonCreateQuantizedLstmWorkloadTest<NeonQuantizedLstmWorkload>(); +} + BOOST_AUTO_TEST_SUITE_END() |