aboutsummaryrefslogtreecommitdiff
path: root/src/armnn/backends/ClWorkloads/ClLstmFloat32Workload.hpp
diff options
context:
space:
mode:
Diffstat (limited to 'src/armnn/backends/ClWorkloads/ClLstmFloat32Workload.hpp')
-rw-r--r--src/armnn/backends/ClWorkloads/ClLstmFloat32Workload.hpp67
1 files changed, 67 insertions, 0 deletions
diff --git a/src/armnn/backends/ClWorkloads/ClLstmFloat32Workload.hpp b/src/armnn/backends/ClWorkloads/ClLstmFloat32Workload.hpp
new file mode 100644
index 0000000000..e2358ad10d
--- /dev/null
+++ b/src/armnn/backends/ClWorkloads/ClLstmFloat32Workload.hpp
@@ -0,0 +1,67 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// See LICENSE file in the project root for full license information.
+//
+
+#pragma once
+
+#include "backends/ClWorkloadUtils.hpp"
+#include "backends/Workload.hpp"
+#include "backends/WorkloadData.hpp"
+
+namespace armnn
+{
+
+class ClLstmFloat32Workload : public FloatWorkload<LstmQueueDescriptor>
+{
+public:
+ ClLstmFloat32Workload(const LstmQueueDescriptor& descriptor, const WorkloadInfo& info);
+ void Execute() const override;
+
+private:
+ mutable arm_compute::CLLSTMLayer m_LstmLayer;
+
+ std::unique_ptr<arm_compute::CLTensor> m_InputToInputWeightsTensor;
+ std::unique_ptr<arm_compute::CLTensor> m_InputToForgetWeightsTensor;
+ std::unique_ptr<arm_compute::CLTensor> m_InputToCellWeightsTensor;
+ std::unique_ptr<arm_compute::CLTensor> m_InputToOutputWeightsTensor;
+ std::unique_ptr<arm_compute::CLTensor> m_RecurrentToInputWeightsTensor;
+ std::unique_ptr<arm_compute::CLTensor> m_RecurrentToForgetWeightsTensor;
+ std::unique_ptr<arm_compute::CLTensor> m_RecurrentToCellWeightsTensor;
+ std::unique_ptr<arm_compute::CLTensor> m_RecurrentToOutputWeightsTensor;
+ std::unique_ptr<arm_compute::CLTensor> m_CellToInputWeightsTensor;
+ std::unique_ptr<arm_compute::CLTensor> m_CellToForgetWeightsTensor;
+ std::unique_ptr<arm_compute::CLTensor> m_CellToOutputWeightsTensor;
+ std::unique_ptr<arm_compute::CLTensor> m_InputGateBiasTensor;
+ std::unique_ptr<arm_compute::CLTensor> m_ForgetGateBiasTensor;
+ std::unique_ptr<arm_compute::CLTensor> m_CellBiasTensor;
+ std::unique_ptr<arm_compute::CLTensor> m_OutputGateBiasTensor;
+ std::unique_ptr<arm_compute::CLTensor> m_ProjectionWeightsTensor;
+ std::unique_ptr<arm_compute::CLTensor> m_ProjectionBiasTensor;
+
+ std::unique_ptr<arm_compute::CLTensor> m_ScratchBuffer;
+
+ void FreeUnusedTensors();
+};
+
+arm_compute::Status ClLstmFloat32WorkloadValidate(const TensorInfo& input, const TensorInfo& outputStateIn,
+ const TensorInfo& cellStateIn, const TensorInfo& scratchBuffer,
+ const TensorInfo& outputStateOut, const TensorInfo& cellStateOut,
+ const TensorInfo& output, const LstmDescriptor &descriptor,
+ const TensorInfo& inputToForgetWeights,
+ const TensorInfo& inputToCellWeights,
+ const TensorInfo& inputToOutputWeights,
+ const TensorInfo& recurrentToForgetWeights,
+ const TensorInfo& recurrentToCellWeights,
+ const TensorInfo& recurrentToOutputWeights,
+ const TensorInfo& forgetGateBias, const TensorInfo& cellBias,
+ const TensorInfo& outputGateBias,
+ const TensorInfo* inputToInputWeights,
+ const TensorInfo* recurrentToInputWeights,
+ const TensorInfo* cellToInputWeights,
+ const TensorInfo* inputGateBias,
+ const TensorInfo* projectionWeights,
+ const TensorInfo* projectionBias,
+ const TensorInfo* cellToForgetWeights,
+ const TensorInfo* cellToOutputWeights);
+} //namespace armnn