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author | Sadik Armagan <sadik.armagan@arm.com> | 2021-02-03 09:29:30 +0000 |
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committer | Sadik Armagan <sadik.armagan@arm.com> | 2021-02-03 09:29:47 +0000 |
commit | 0c3ea5b8ac5ad8ca516930a0491afb1d1074e45b (patch) | |
tree | 47ff1e9c1c70a3b134c1e9063dada66d70a7c963 /src/armnnSerializer/test/SerializerTests.cpp | |
parent | 84f41eb74765bd93307f3c6b334354c486dc746d (diff) | |
download | armnn-0c3ea5b8ac5ad8ca516930a0491afb1d1074e45b.tar.gz |
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>
Diffstat (limited to 'src/armnnSerializer/test/SerializerTests.cpp')
-rw-r--r-- | src/armnnSerializer/test/SerializerTests.cpp | 30 |
1 files changed, 30 insertions, 0 deletions
diff --git a/src/armnnSerializer/test/SerializerTests.cpp b/src/armnnSerializer/test/SerializerTests.cpp index 11177f5d04..44e8a3898e 100644 --- a/src/armnnSerializer/test/SerializerTests.cpp +++ b/src/armnnSerializer/test/SerializerTests.cpp @@ -2297,6 +2297,36 @@ BOOST_AUTO_TEST_CASE(SerializeRank) deserializedNetwork->Accept(verifier); } +BOOST_AUTO_TEST_CASE(SerializeReduceSum) +{ + DECLARE_LAYER_VERIFIER_CLASS_WITH_DESCRIPTOR(Reduce) + + const std::string layerName("Reduce_Sum"); + const armnn::TensorInfo inputInfo({1, 1, 3, 2}, armnn::DataType::Float32); + const armnn::TensorInfo outputInfo({1, 1, 1, 2}, armnn::DataType::Float32); + + armnn::ReduceDescriptor descriptor; + descriptor.m_vAxis = { 2 }; + descriptor.m_ReduceOperation = armnn::ReduceOperation::Sum; + + armnn::INetworkPtr network = armnn::INetwork::Create(); + armnn::IConnectableLayer* const inputLayer = network->AddInputLayer(0); + armnn::IConnectableLayer* const reduceSumLayer = network->AddReduceLayer(descriptor, layerName.c_str()); + armnn::IConnectableLayer* const outputLayer = network->AddOutputLayer(0); + + inputLayer->GetOutputSlot(0).Connect(reduceSumLayer->GetInputSlot(0)); + reduceSumLayer->GetOutputSlot(0).Connect(outputLayer->GetInputSlot(0)); + + inputLayer->GetOutputSlot(0).SetTensorInfo(inputInfo); + reduceSumLayer->GetOutputSlot(0).SetTensorInfo(outputInfo); + + armnn::INetworkPtr deserializedNetwork = DeserializeNetwork(SerializeNetwork(*network)); + BOOST_CHECK(deserializedNetwork); + + ReduceLayerVerifier verifier(layerName, {inputInfo}, {outputInfo}, descriptor); + deserializedNetwork->Accept(verifier); +} + BOOST_AUTO_TEST_CASE(SerializeReshape) { DECLARE_LAYER_VERIFIER_CLASS_WITH_DESCRIPTOR(Reshape) |