aboutsummaryrefslogtreecommitdiff
path: root/src/backends/tosaCommon/operatorMappings/AdditionOperator.hpp
diff options
context:
space:
mode:
authorCathal Corbett <cathal.corbett@arm.com>2022-08-17 17:30:16 +0100
committerNikhil Raj <nikhil.raj@arm.com>2022-08-30 11:22:42 +0100
commit9c9d5b9d796d243d88bd7a7aebb2e7e6c467e3a4 (patch)
tree667ba3bebdd9f291a9c7715397c1e4f877acfa7b /src/backends/tosaCommon/operatorMappings/AdditionOperator.hpp
parent059660ede6a3db57049e552d934ba1cb8ea18146 (diff)
downloadarmnn-9c9d5b9d796d243d88bd7a7aebb2e7e6c467e3a4.tar.gz
IVGCVSW-7133 Add TosaMappings backbone structure with support for Addition TosaMappings operator.
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: Ibea0cf625b3af4ab38e8b985f7a129c983ca9659
Diffstat (limited to 'src/backends/tosaCommon/operatorMappings/AdditionOperator.hpp')
-rw-r--r--src/backends/tosaCommon/operatorMappings/AdditionOperator.hpp52
1 files changed, 52 insertions, 0 deletions
diff --git a/src/backends/tosaCommon/operatorMappings/AdditionOperator.hpp b/src/backends/tosaCommon/operatorMappings/AdditionOperator.hpp
new file mode 100644
index 0000000000..98c01e2cb8
--- /dev/null
+++ b/src/backends/tosaCommon/operatorMappings/AdditionOperator.hpp
@@ -0,0 +1,52 @@
+//
+// Copyright © 2022 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include <Layer.hpp>
+
+#include <tosa_serialization_handler.h>
+#include "TosaOperatorUtils.hpp"
+
+using namespace armnn;
+using namespace tosa;
+
+TosaSerializationBasicBlock* ConvertAdditionToTosaOperator(const std::vector<const TensorInfo*>& inputs,
+ const std::vector<const TensorInfo*>& outputs)
+{
+ // A helper function with static global variables ensures uniqueness
+ // for dynamically generating input, output and block names
+ std::string input0Name = std::string("Op_ADD_input0_") + GetUniqueTosaMappingID();
+ std::string input1Name = std::string("Op_ADD_input1_") + GetUniqueTosaMappingID();
+ std::string outputName = std::string("Op_ADD_output0_") + GetUniqueTosaMappingID();
+ std::string blockName = std::string("Op_ADD_block_") + GetUniqueTosaMappingID();
+
+ TosaSerializationOperator* op = new TosaSerializationOperator(Op_ADD,
+ Attribute_NONE,
+ nullptr,
+ {input0Name, input1Name},
+ {outputName});
+
+ std::vector<int32_t> inputShape0 = GetTosaTensorShape(inputs[0]->GetShape());
+ DType inputDType0 = ArmNNToDType(inputs[0]->GetDataType());
+
+ std::vector<int32_t> inputShape1 = GetTosaTensorShape(inputs[1]->GetShape());
+ DType inputDType1 = ArmNNToDType(inputs[1]->GetDataType());
+
+ std::vector<int32_t> outputShape0 = GetTosaTensorShape(outputs[0]->GetShape());
+ DType outputDType0 = ArmNNToDType(outputs[0]->GetDataType());
+
+ TosaSerializationTensor* inputTensor0 = new TosaSerializationTensor(input0Name, inputShape0, inputDType0, {});
+ TosaSerializationTensor* inputTensor1 = new TosaSerializationTensor(input1Name, inputShape1, inputDType1, {});
+ TosaSerializationTensor* outputTensor0 = new TosaSerializationTensor(outputName, outputShape0, outputDType0, {});
+
+ // operatorInputNames/operatorOutputNames ends up being the same as
+ // blockInputNames/blockOutputNames for one-to-one ArmNN to Tosa mappings
+ return new TosaSerializationBasicBlock(blockName, // name
+ {op}, // operators
+ {inputTensor0, inputTensor1, outputTensor0}, // tensors
+ {input0Name, input1Name}, // inputs
+ {outputName}); // outputs
+}