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-rw-r--r--src/backends/tosaCommon/TosaMappings.hpp81
1 files changed, 81 insertions, 0 deletions
diff --git a/src/backends/tosaCommon/TosaMappings.hpp b/src/backends/tosaCommon/TosaMappings.hpp
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+//
+// Copyright © 2022 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include <Layer.hpp>
+
+#include <tosa_serialization_handler.h>
+#include "operatorMappings/AdditionOperator.hpp"
+
+using namespace armnn;
+using namespace tosa;
+
+// From the input armnn::Layer, set the corresponding data field in the
+// tosa::TosaSerializationTensor where constant tensor data exists in the armnn::Layer.
+void SetBasicBlockConstantTensorData(Layer* layer, TosaSerializationBasicBlock* /*basicBlock*/)
+{
+ switch (layer->GetType())
+ {
+ case LayerType::Convolution2d:
+ {
+ // ToDo: using Convolution2d as an example as it has constant tensors for weights and bias.
+ // ToDo: manually set TosaOperator data of basicBlock where constant tensors exist.
+ }
+ default:
+ // If no switch statement for layer, no constant tensors exist in that layer, return
+ return;
+ }
+}
+
+// Populates a tosa::TosaSerializationBasicBlock from constructing
+// tosa::TosaSerializationOperator(s) and tosa::TosaSerializationTensor(s)
+// based on the input armnn::LayerType and associated armnn::TensorInfos and armnn::Descriptor.
+//
+// If an armnn::LayerType does not have a tosa mapping or the mapping is not implemented in ArmNN,
+// an empty tosa::TosaSerializationBasicBlock() is returned with operator tosa::Op_UNKNOWN.
+TosaSerializationBasicBlock* GetTosaMapping(const LayerType type,
+ const std::vector<const TensorInfo*>& inputs,
+ const std::vector<const TensorInfo*>& outputs,
+ const BaseDescriptor& /*descriptor*/)
+{
+ switch (type)
+ {
+ case LayerType::Addition:
+ {
+ return ConvertAdditionToTosaOperator(inputs, outputs);
+ }
+ default:
+ {
+ // empty basic block when no tosa mapping implemented/exists
+ TosaSerializationOperator* op = new TosaSerializationOperator(Op_UNKNOWN, Attribute_NONE, nullptr, {}, {});
+ return new TosaSerializationBasicBlock("", {op}, {}, {}, {});
+ }
+ }
+}
+
+// Function called in armnn::OptimizeSubgraphView() when access to armnn::Layer is available
+// and there is an option to set tosa basic block data from constant layer tenors available from the input layer.
+TosaSerializationBasicBlock* GetTosaMappingFromLayer(Layer* layer)
+{
+ std::vector<const TensorInfo*> inputs;
+ for (auto inputSlot : layer->GetInputSlots())
+ {
+ inputs.push_back(&inputSlot.GetConnection()->GetTensorInfo());
+ }
+
+ std::vector<const TensorInfo*> outputs;
+ for (auto& outputSlot : layer->GetOutputSlots())
+ {
+ outputs.push_back(&outputSlot.GetTensorInfo());
+ }
+
+ TosaSerializationBasicBlock* basicBlock = GetTosaMapping(layer->GetType(),
+ inputs,
+ outputs,
+ layer->GetParameters());
+ SetBasicBlockConstantTensorData(layer, basicBlock);
+ return basicBlock;
+}