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| author | Mike Kelly <mike.kelly@arm.com> | 2022-04-21 11:57:09 +0100 |
|---|---|---|
| committer | mike.kelly <mike.kelly@arm.com> | 2022-05-05 08:29:20 +0000 |
| commit | 1299496996bc332f02218f926640a9255ed60310 (patch) | |
| tree | 2d242e142bd8fe7387140bcf8cdf39cd13ffc9eb /src/backends/backendsCommon/WorkloadData.cpp | |
| parent | 8272a7bda2974c39b6c06e3eb3a000f2bdb749f7 (diff) | |
| download | armnn-1299496996bc332f02218f926640a9255ed60310.tar.gz | |
IVGCVSW-6806 Add Unidirectional Sequence Lstm support to Neon
* Corrected TensorInfo order for IsUnidirectionalSequenceLstmSupported
* outputStateOut TensorInfo is not optional.
* cellStateOut TensorInfo is not optional.
* TensorInfo Order matches other QLSTM/LSTM layers.
* Added missing parameters to UnidirectionalSequenceLstmOperator for
delegate.
* Added quantized UnidirectionalSequenceLstm support to Neon
!android-nn-driver:7457
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I26dde1bb96793dd25eb9081ca5ae5f63752288c4
Diffstat (limited to 'src/backends/backendsCommon/WorkloadData.cpp')
| -rw-r--r-- | src/backends/backendsCommon/WorkloadData.cpp | 26 |
1 files changed, 4 insertions, 22 deletions
diff --git a/src/backends/backendsCommon/WorkloadData.cpp b/src/backends/backendsCommon/WorkloadData.cpp index 70d7641f41..a2dcd63726 100644 --- a/src/backends/backendsCommon/WorkloadData.cpp +++ b/src/backends/backendsCommon/WorkloadData.cpp @@ -3860,38 +3860,20 @@ void UnidirectionalSequenceLstmQueueDescriptor::Validate(const WorkloadInfo& wor { throw InvalidArgumentException(descriptorName + ": Invalid number of inputs."); } - if (workloadInfo.m_OutputTensorInfos.size() != 1) + if (workloadInfo.m_OutputTensorInfos.size() != 3) { throw InvalidArgumentException(descriptorName + ": Invalid number of outputs."); } std::vector<DataType> supportedTypes = { - DataType::Float32 + DataType::Float32, + DataType::QAsymmS8 }; // check for supported type of one input and match them with all the other input and output ValidateDataTypes(workloadInfo.m_InputTensorInfos[0], supportedTypes, descriptorName); - // type matches all other inputs - for (uint32_t i = 1u; i < workloadInfo.m_InputTensorInfos.size(); ++i) - { - ValidateTensorDataTypesMatch(workloadInfo.m_InputTensorInfos[0], - workloadInfo.m_InputTensorInfos[i], - descriptorName, - "input_0", - "input_" + std::to_string(i)); - } - // type matches all other outputs - for (uint32_t i = 0u; i < workloadInfo.m_OutputTensorInfos.size(); ++i) - { - ValidateTensorDataTypesMatch(workloadInfo.m_InputTensorInfos[0], - workloadInfo.m_OutputTensorInfos[i], - "LstmQueueDescriptor", - "input_0", - "output_" + std::to_string(i)); - } - // Making sure clipping parameters have valid values. // == 0 means no clipping // > 0 means clipping @@ -3936,7 +3918,7 @@ void UnidirectionalSequenceLstmQueueDescriptor::Validate(const WorkloadInfo& wor descriptorName + " input_2"); // outputTensor - ValidateTensorNumDimNumElem(workloadInfo.m_OutputTensorInfos[0], 3, (timeStep * n_batch * n_output), + ValidateTensorNumDimNumElem(workloadInfo.m_OutputTensorInfos[2], 3, (timeStep * n_batch * n_output), descriptorName + " output_0"); // check that dimensions of inputs/outputs and QueueDescriptor data match with each other |