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authorNarumol Prangnawarat <narumol.prangnawarat@arm.com>2021-07-15 16:16:25 +0100
committerNarumol Prangnawarat <narumol.prangnawarat@arm.com>2021-07-22 18:29:55 +0100
commit8ed39ae450a077c7e4d672b5f05ff1d68ee67aab (patch)
tree31a1cf006e50db54f3e7a605825c8e9e3f9d689e /src/backends/backendsCommon/WorkloadData.hpp
parent15fcc7ed3163c9d4b1856955271854198c3c2696 (diff)
downloadarmnn-8ed39ae450a077c7e4d672b5f05ff1d68ee67aab.tar.gz
MLCE-530 Add front end support for UnidirectionalSequenceLstm on ArmNN
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I57bcbdec3eb0155f41af0fe7d6abf9bac2ec86eb
Diffstat (limited to 'src/backends/backendsCommon/WorkloadData.hpp')
-rw-r--r--src/backends/backendsCommon/WorkloadData.hpp52
1 files changed, 52 insertions, 0 deletions
diff --git a/src/backends/backendsCommon/WorkloadData.hpp b/src/backends/backendsCommon/WorkloadData.hpp
index 36653bdc0d..78da00be5d 100644
--- a/src/backends/backendsCommon/WorkloadData.hpp
+++ b/src/backends/backendsCommon/WorkloadData.hpp
@@ -695,4 +695,56 @@ struct ShapeQueueDescriptor : QueueDescriptor
void Validate(const WorkloadInfo& workloadInfo) const;
};
+struct UnidirectionalSequenceLstmQueueDescriptor : QueueDescriptorWithParameters<LstmDescriptor>
+{
+ UnidirectionalSequenceLstmQueueDescriptor()
+ : m_InputToInputWeights(nullptr)
+ , m_InputToForgetWeights(nullptr)
+ , m_InputToCellWeights(nullptr)
+ , m_InputToOutputWeights(nullptr)
+ , m_RecurrentToInputWeights(nullptr)
+ , m_RecurrentToForgetWeights(nullptr)
+ , m_RecurrentToCellWeights(nullptr)
+ , m_RecurrentToOutputWeights(nullptr)
+ , m_CellToInputWeights(nullptr)
+ , m_CellToForgetWeights(nullptr)
+ , m_CellToOutputWeights(nullptr)
+ , m_InputGateBias(nullptr)
+ , m_ForgetGateBias(nullptr)
+ , m_CellBias(nullptr)
+ , m_OutputGateBias(nullptr)
+ , m_ProjectionWeights(nullptr)
+ , m_ProjectionBias(nullptr)
+ , m_InputLayerNormWeights(nullptr)
+ , m_ForgetLayerNormWeights(nullptr)
+ , m_CellLayerNormWeights(nullptr)
+ , m_OutputLayerNormWeights(nullptr)
+ {
+ }
+
+ const ConstTensorHandle* m_InputToInputWeights;
+ const ConstTensorHandle* m_InputToForgetWeights;
+ const ConstTensorHandle* m_InputToCellWeights;
+ const ConstTensorHandle* m_InputToOutputWeights;
+ const ConstTensorHandle* m_RecurrentToInputWeights;
+ const ConstTensorHandle* m_RecurrentToForgetWeights;
+ const ConstTensorHandle* m_RecurrentToCellWeights;
+ const ConstTensorHandle* m_RecurrentToOutputWeights;
+ const ConstTensorHandle* m_CellToInputWeights;
+ const ConstTensorHandle* m_CellToForgetWeights;
+ const ConstTensorHandle* m_CellToOutputWeights;
+ const ConstTensorHandle* m_InputGateBias;
+ const ConstTensorHandle* m_ForgetGateBias;
+ const ConstTensorHandle* m_CellBias;
+ const ConstTensorHandle* m_OutputGateBias;
+ const ConstTensorHandle* m_ProjectionWeights;
+ const ConstTensorHandle* m_ProjectionBias;
+ const ConstTensorHandle* m_InputLayerNormWeights;
+ const ConstTensorHandle* m_ForgetLayerNormWeights;
+ const ConstTensorHandle* m_CellLayerNormWeights;
+ const ConstTensorHandle* m_OutputLayerNormWeights;
+
+ void Validate(const WorkloadInfo& workloadInfo) const;
+};
+
} // namespace armnn