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| author | James Conroy <james.conroy@arm.com> | 2020-05-12 18:08:52 +0100 |
|---|---|---|
| committer | James Conroy <james.conroy@arm.com> | 2020-05-20 13:09:45 +0100 |
| commit | cc34093a57ea486e48f9aa66fc8b98a7bbdefef1 (patch) | |
| tree | 9c4d792e8c52b20fe8541108377d2b314c2232bd /src/backends/neon/test | |
| parent | 36eed46563a2a254e674865eb8ede62a1558c997 (diff) | |
| download | armnn-cc34093a57ea486e48f9aa66fc8b98a7bbdefef1.tar.gz | |
IVGCVSW-4451 Add QLstm NEON workload
* Adds QLstm workload.
* Adds CreateWorkload and Layer tests.
Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: I585eb2691395ee4ccd45b5a853660f90fc5cc821
Diffstat (limited to 'src/backends/neon/test')
| -rw-r--r-- | src/backends/neon/test/NeonCreateWorkloadTests.cpp | 27 | ||||
| -rw-r--r-- | src/backends/neon/test/NeonLayerTests.cpp | 4 |
2 files changed, 31 insertions, 0 deletions
diff --git a/src/backends/neon/test/NeonCreateWorkloadTests.cpp b/src/backends/neon/test/NeonCreateWorkloadTests.cpp index 0af9bf3e0d..73491c7810 100644 --- a/src/backends/neon/test/NeonCreateWorkloadTests.cpp +++ b/src/backends/neon/test/NeonCreateWorkloadTests.cpp @@ -967,4 +967,31 @@ BOOST_AUTO_TEST_CASE(CreateQuantizedLstmWorkload) NeonCreateQuantizedLstmWorkloadTest<NeonQuantizedLstmWorkload>(); } +template <typename QLstmWorkloadType> +static void NeonCreateQLstmWorkloadTest() +{ + Graph graph; + NeonWorkloadFactory factory = NeonWorkloadFactoryHelper::GetFactory(NeonWorkloadFactoryHelper::GetMemoryManager()); + + auto workload = CreateQLstmWorkloadTest<QLstmWorkloadType>(factory, graph); + QLstmQueueDescriptor queueDescriptor = workload->GetData(); + + IAclTensorHandle* inputHandle = PolymorphicDowncast<IAclTensorHandle*>(queueDescriptor.m_Inputs[0]); + BOOST_TEST((inputHandle->GetShape() == TensorShape({2, 4}))); + BOOST_TEST((inputHandle->GetDataType() == arm_compute::DataType::QASYMM8_SIGNED)); + + IAclTensorHandle* cellStateOutHandle = PolymorphicDowncast<IAclTensorHandle*>(queueDescriptor.m_Outputs[1]); + BOOST_TEST((cellStateOutHandle->GetShape() == TensorShape({2, 4}))); + BOOST_TEST((cellStateOutHandle->GetDataType() == arm_compute::DataType::QSYMM16)); + + IAclTensorHandle* outputHandle = PolymorphicDowncast<IAclTensorHandle*>(queueDescriptor.m_Outputs[2]); + BOOST_TEST((outputHandle->GetShape() == TensorShape({2, 4}))); + BOOST_TEST((outputHandle->GetDataType() == arm_compute::DataType::QASYMM8_SIGNED)); +} + +BOOST_AUTO_TEST_CASE(CreateQLstmWorkloadTest) +{ + NeonCreateQLstmWorkloadTest<NeonQLstmWorkload>(); +} + BOOST_AUTO_TEST_SUITE_END() diff --git a/src/backends/neon/test/NeonLayerTests.cpp b/src/backends/neon/test/NeonLayerTests.cpp index f992bd61a1..e8f0f78bab 100644 --- a/src/backends/neon/test/NeonLayerTests.cpp +++ b/src/backends/neon/test/NeonLayerTests.cpp @@ -773,6 +773,10 @@ ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection, ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm, LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest) +// QLstm +ARMNN_AUTO_TEST_CASE(QLstm, QLstmTest) + +// QuantizedLstm ARMNN_AUTO_TEST_CASE(QuantizedLstm, QuantizedLstmTest) // Mean |