backends/reference: Add ReduceSum operation support
This patch addes ReduceSum operation support for reference backend,
which computes the sum of elements across dimensions of a tensor.
Changelog v1:
- Fix file header descriptions.
Chagelog v2:
- Fix line limit issue.
- Fix type conversion issue.
Changelog v3:
- Remove tabs.
- Modify newly added file headers.
Changelog v4:
- Symbol on header isn't allowed so drop it from newly added file headers.
Changelog v5:
- Remove tabs, fix the use of brackets and align lines correctly.
Changelog v6:
- Add serializer and deserializer support.
Changelog v7:
- Fix build error add missed code.
Changelog v8:
- Rename ReduceSumDecriptor to ReduceDescriptor
- Update m_KeepDims field data type to bool on ReduceDescriptor
- Add ReduceOperation field to ReduceDescriptor
- Rename ReduceSumLayer to ReduceLayer
- Update ReduceLayer to use ReduceDescriptor
- Update ReduceLayer::ValidateTensorShapesFromInputs() function
- Rename RefReduceSumWokload to RefReduceWorkload
- Update workload to use ReduceDescriptor
- Update workload to use Decoders and Encoders
- Remove ReduceSum.hpp and ReduceSum.cpp
- Added Reduce.hpp and Reduce.cpp
- Move Mean.cpp (which is implementing REDUCE_MEAN) functionality to Reduce.cpp
- Update RefMeanWorkload to call Reduce function with ReduceOperation::Mean argument
- Remove Mean.hpp and Mean.cpp
- Update the Serializer/Deserializer ArmnnSchema.fbs for ReduceLayer, ReduceDescriptor, and ReduceOperation
- Update Serializer and Deserializer for serializing/parsing ReduceLayer
- Added TfLiter parser Sum test for REDUCE_SUM operator
- Make corresponding changes on front-end and Ref backend to support REDUCE_SUM operator
Changelog v9:
- Fixed build errors.
Change-Id: I8c8e034f3df73f9565b3c18eff51ecca6c542195
Signed-off-by: Inki Dae <inki.dae@samsung.com>
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
diff --git a/CMakeLists.txt b/CMakeLists.txt
index b071bf0..789e2d9 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -368,6 +368,8 @@
src/armnn/layers/PreluLayer.cpp
src/armnn/layers/RankLayer.hpp
src/armnn/layers/RankLayer.cpp
+ src/armnn/layers/ReduceLayer.hpp
+ src/armnn/layers/ReduceLayer.cpp
src/armnn/layers/ReshapeLayer.hpp
src/armnn/layers/ReshapeLayer.cpp
src/armnn/layers/ResizeLayer.hpp
@@ -829,6 +831,7 @@
src/armnnTfLiteParser/test/Squeeze.cpp
src/armnnTfLiteParser/test/StridedSlice.cpp
src/armnnTfLiteParser/test/Sub.cpp
+ src/armnnTfLiteParser/test/Sum.cpp
src/armnnTfLiteParser/test/TransposeConv.cpp
src/armnnTfLiteParser/test/Transpose.cpp
src/armnnTfLiteParser/test/Unpack.cpp
@@ -925,6 +928,7 @@
src/armnnDeserializer/test/DeserializePermute.cpp
src/armnnDeserializer/test/DeserializePooling2d.cpp
src/armnnDeserializer/test/DeserializeRank.cpp
+ src/armnnDeserializer/test/DeserializeReduceSum.cpp
src/armnnDeserializer/test/DeserializeReshape.cpp
src/armnnDeserializer/test/DeserializeResizeBilinear.cpp
src/armnnDeserializer/test/DeserializeRsqrt.cpp