From 0c3ea5b8ac5ad8ca516930a0491afb1d1074e45b Mon Sep 17 00:00:00 2001 From: Sadik Armagan Date: Wed, 3 Feb 2021 09:29:30 +0000 Subject: 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 Signed-off-by: Sadik Armagan --- src/armnn/LayerSupport.cpp | 11 +++++++++++ 1 file changed, 11 insertions(+) (limited to 'src/armnn/LayerSupport.cpp') diff --git a/src/armnn/LayerSupport.cpp b/src/armnn/LayerSupport.cpp index 197e1afe18..8812e0ea77 100644 --- a/src/armnn/LayerSupport.cpp +++ b/src/armnn/LayerSupport.cpp @@ -528,6 +528,7 @@ bool IsQuantizedLstmSupported(const BackendId& backend, cellStateOut, output, paramsInfo); } + bool IsPermuteSupported(const BackendId& backend, const TensorInfo& input, const TensorInfo& output, @@ -558,6 +559,16 @@ bool IsPreluSupported(const BackendId& backend, FORWARD_LAYER_SUPPORT_FUNC(backend, IsPreluSupported, input, alpha, output); } +bool IsReduceSupported(const BackendId& backend, + const TensorInfo& input, + const TensorInfo& output, + const ReduceDescriptor& descriptor, + char* reasonIfUnsupported, + size_t reasonIfUnsupportedMaxLength) +{ + FORWARD_LAYER_SUPPORT_FUNC(backend, IsReduceSupported, input, output, descriptor); +} + bool IsReshapeSupported(const BackendId& backend, const TensorInfo& input, const TensorInfo& output, -- cgit v1.2.1