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Signed-off-by: Kevin May <kevin.may@arm.com>
Change-Id: I52448938735b2aa678c47e0f3061c87fa0c693b1
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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>
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* Add test for new IsBackendRegistered member function of Handle
* Move deprecated messages to new frontend API of LayerSupportHandle
* Update delegate to use dot operator for IsXXXLayerSupported
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I70d7166e207a10e4b3583a827ca0dda2169bcba1
!android-nn-driver:4940
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* ArmnnQuantizer incorrectly converts boolean or integer DataTypes to quantized
DataTypes. This breaks layers like ArgMinMax where the output contains the
index of an element along an axis.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I272c3d0f48bf884a2480bfa43eb14ec265fcda6b
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I6a00045967fa48ec0913c8708ffc146a72ed2b87
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* QASymmS8 and BoundedReLU
* Float16 and ReLU in GpuAcc
* Remove layerName, not needed as 1 test per combination
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I930c7a04d8d904f370f1b40c62cf9311c172bbdf
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Make it easier for backends to traverse the subgraph during optimization
Change-Id: I140cb11f78bab5f19c801a5b55efffb38c63837f
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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Sigmoid Activation"
* This reverts commit be25d94aefe53f221304b1f5f344913b708f808b.
* Add Unit Test: any receiver layer + any activation layer in float and QAsymmU8
* Tidy up fuse activation tests
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ie059d03b85cd17eaaafe5188bb173672a1fb9ae0
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* Added Fused Activation Optimization to both CL and Neon backends.
* Added Fused Activation support to all the CL and Neon workloads
that support it.
* Changed ProfilingTest network to be a Convolution layer
followed by an Abs layer rather than an Activation layer.
* Added IBackendInternal::OptimizeSubgraphView function that can accept a
ModelOptions.
* Network will now call OptimizeSubgraphView passing in the ModelOptions.
Signed-off-by: Keith Davis <keith.davis@arm.com>
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ib536ac3cbafc7d9b35c139ad9a65b7735262cd9d
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* Add frontend and reference implementation for logical
ops NOT, AND, OR.
* Unary NOT uses existing ElementwiseUnary layer and
ElementwiseUnary descriptor.
* Binary AND/OR uses new layer LogicalBinary and new
LogicalBinary descriptor.
* Add serialization/deserializion support and add missing
ElementwiseUnary deserializer code.
* Add additional Boolean decoder in BaseIterator.hpp.
Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: Id343b01174053a166de1b98b6175e04a5065f720
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Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: I0a07dea96a86849701ba387dbea148909a6d729b
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: Id0625c58dbeea79874bf986b70d136ed9390bf83
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* failing with no backends provided
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I55ebfc52268ad667e495831c64977338d003db99
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* Remove armnnUtils/CsvReader and usage
* Remove armnn/CsvReaderTest and usage
* Replace functionality in QuantizationDataSet.cpp
Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I7213904482afa93ae6d607aa5e69117c8c34ea81
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* FuseBatchNorm class has been added to facilitate testing
* Only Convolution2D FP32 being fused
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I049c4770946ddca21b08516d4c9f4d0d22bf9b45
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* Added FloatingPointComparison.hpp and FloatingPointComparisonTest.cpp,
which compares two floats and returns true if the values are
within a specified or default tolerance of each other.
* Also removed boost::math::fpc from test/TensorHelpers.hpp to validate.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I164c32eccd213c53bb1bc4f9cd4ee4838f1781c9
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* The number of error and warning messages will vary depending on the device but will always be greater than 0.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: Iee1d12e60d8c88c9116083d7274cea2ec23cb032
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* Added Unit Tests to capture all combinations.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I04db920a5f5f485dc00b2f16582cf7e0bbef3ef2
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* replace boost::variant with mapbox::util::variant
* replace boost::apply_visitor with mapbox::util::apply_visitor
* replace boost::get with mapbox::util::get
Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I38460cabbcd5e56d4d61151bfe3dcb5681ce696e
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* INetwork::Optimize(...) states that the function should throw an exception
if it fails but the implementation in Network.cpp returned null in some
scenarios instead. This has led to some confusion amongst users.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I358d1293232c9464772aa0e39ab3355e3570c823
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* Unit test implemented to make sure it returns WINOGRAD
* Updated the enable-fast-math option in ExecuteNetwork to be consistent
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Id64f114ae47966def69a9eef0770a4251ee56a41
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* Replaced with armnn/utility/NumericCast.hpp
* Exclusions in TypeUtils.cpp and QuantizerVisitor.cpp
* Excluded as requires float implementation in NumericCast.hpp
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I5c4c60e7028e1a51bf9379457278d253fd37bc70
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* Remove AddBroadcastReshapeLayer from TfLiteParser
* Add AddBroadcastReshapeLayer as optimizer
* AddBroadcastReshapeLayer optimizer unit tests
* Load-scope dynamic tensor broadcasting unit tests
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I3549e85b71b41cbd4d96c0f1ece7887acbca76d1
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factory'
* Pass ModelOptions to WorkloadFactory
* Updated signature of CL and NEON Convolution2d workloads added FastMathEnabled param.
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I536178be8e4dd4083489e69febadaf0feeba46d2
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* Add unit tests to check if Quantization info copied correctly
Signed-off-by: Kevin May <kevin.may@arm.com>
Change-Id: I7bb7bde5d97e82c57252c6d5131fbe21ad3096d2
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NO_DEPRECATE_WARN
* Done for all elementwise layers, Activation, BatchNorm, BatchToSpace
Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: Id1d15a0960233026aecf7a07e0d3f006e07e4abf
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* Small refactor in unit tests using TensorHandleFactory to use reference instead of pointer
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I1a702941890034a45029c014c8b11e185f45a807
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* Re-factored SoftmaxTestImpl to use TensorHandleFactory to create TensorHandles
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I83559a89187bbed0d6f34ca589ea81c694bf5683
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* Added new test function to pass in the ITensorHandleFactory
Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I9b2e9250200e092541e29796ec53cabd0b677acf
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Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: Ib98ec471e6fdd47600b7c62d0b4d19dd36e20cbd
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* Default importEnabled to false
* Improve error messages
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I17f78986aa1d23e48b0844297a52029b1a9bbe3e
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Change-Id: I145d220c73313e31c184b6a75ab7f4823df99919
Signed-off-by: Robert Hughes <robert.hughes@arm.com>
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* Allow memory import if padding is not required in Neon
* AddMockImportBackend for fallback tests
* Refactor GraphUtils
* Memory import unit tests
* Fallback unit tests
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ic2e141e12774bf6d915e77745b6f6d2d83d9b82d
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* Use axis=-1 in all softmax tests as ACL only accepts this dimension
(the most right dimension, in ACL is 0 and in ArmNN is -1).
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I4be83f60aa9505b4bf2367c4489e6f12d644c6d4
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Change-Id: I180f84c493a9b2be4b93b25d312ebdd9e71b1735
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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* Introduced ShapeInferenceMethod::InferAndValidate to TfLiteParser
* Added unit tests
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Iad4aadce92912e7645b1652019ec4af478b7fc32
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Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I0a2babe5b5b09eb81c9900dc3a05071034a0440b
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Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: I632b5ac7f188853de68e232e81568b3fca238d42
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Change-Id: I6261f46404a3aab5c069bca40586994d31d26fe8
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I2c2d99f97cf89814140b057a9f93f41b364197f5
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* Add Rank front end
* Add Rank reference implementation
* Add Rank serialization support
* Add Scalar serialization support
Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I06e4a468c2a84e79bae2e6c5348596bbbf853b4b
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I63f97fad080dbfeec6433c2548f0311173051a6a
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!android-nn-driver:3302
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ifbc49acb5272f8a36719bb68676e44817190537d
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* Replace filesystem::path
* Replace filesystem::exists
* Replace filesystem::is_directory
* Replace filesystem::directory_iterator
* Replace filesystem::filesystem_error exception
* Replace filesystem::temp_directory_path
* Replace filesystem::unique path
* Replace filesystem::ofstream with std::ofstream
* Replace filesystem::remove
* Replace filesystem::is_regular_file
* Replace boost::optional with armnn::Optional in touched files
* Remove some superfluous includes
* Update build guides, GlobalConfig.cmake and CMakeLists.txt
* Remove redundant armnnUtils::Filesystem::Remove function.
* Remove redundant armnnUtils::Filesystem::GetFileSize function.
Temporarily adding back Boost::filesystem to enable Boost::dll.
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Signed-off-by: Colm Donelan <Colm.Donelan@arm.com>
Change-Id: Ifa46d4a0097d2612ddacd8e9736c0b36e365fb11
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Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: I7ac9600b8956b4fb875f2f7efa061f8dac73d53c
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Change-Id: I68097e176f7471a18498492b50339e68004dddd5
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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* Added new fill layer
* Added visitor tests
Signed-off-by: Ryan OShea <Ryan.OShea2@arm.com>
Change-Id: Iea677014866b4f2d514004623f59ee83f3c0eef8
Signed-off-by: Keith Davis <keith.davis@arm.com>
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Change-Id: Ia4b4bb3be0ed6e933c77d58f8e9879b1370e9537
Signed-off-by: Laurent Carlier <laurent.carlier@arm.com>
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This header brings in the Win32 API header, with some small modifications
applied to prevent clashes with our code. This means those modifications
don't need to be made in each place that we bring in Windows.h
Change-Id: Ie817c7a167eccbe1ac6a49d3fc940eef8b2f534d
Signed-off-by: Robert Hughes <robert.hughes@arm.com>
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* Remove redundant asserts for unsigned ints being positive
* Remove unneeded include of lightweight_test.hpp header
* Remove unused exception variable names
* Replace hardcoded 0.0f with T() for some template functions
* Add a few static_casts
Change-Id: I290b0433cf995f6d0199422eaa10f816e5fd8eb9
Signed-off-by: Robert Hughes <robert.hughes@arm.com>
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