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Change-Id: I31c5616bea3097f30cde68442d3222e0b0fe2235
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
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* Add Abs Layer
* Add no-op factory implementations for CpuRef, CpuAcc, GpuAcc
* Add Queue Descriptor in WorkloadData
* Add IsAbsLayerSupported to LayerSupport
* Add LayerVisitor tests
Signed-off-by: Kevin May <kevin.may@arm.com>
Change-Id: Ib0992571d1c80de851cea466291be904e9bdb430
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* Added null checks prior of using either the source or the destination
handle factory when checking if the tensor requires to be copied
Change-Id: Icc6737562849be5e7d1a62243327366e06312eb9
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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* Change Getter Signatures to follow coding guidelines
Change-Id: Ic02621e834dbf79b9df63f8b4c6339f71651e944
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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* Rename MemoryStrategy to EdgeStrategy
* Add MemImportLayer
* Import memory rather than copy when possible
Change-Id: I1d3a9414f2cbe517dc2aae9bbd4fdd92712b38ef
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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* Added new layer QuantizedLstm (Android Q)
* Made necessary changes to APIs
* Added unit tests
Change-Id: I3b9f16b0e7e49f51932cf204c87cb7118798123a
Signed-off-by: James Conroy <james.conroy@arm.com>
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The mainSubgraph variable held references to layers in the optimised
graph that become invalid when a graph substitution is made.
The fix is to always use the optimised graph itself rather than a
view of it. The view served no purpose anyway.
Change-Id: Iad75f5829597ec43a774cfd7f2e5e7dede09dfa4
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* Adds layer norm support for serialization/deserialization
* Adds related unit tests
Change-Id: If80b668accc8b0754a93d18ab3a243284cb383d1
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
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* Added new StackLayer class
* Made necessary changes to Descriptors, ILayerSupport, ILayerVisitor, etc.
* Added unit tests
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: Ieb97a928a342ffe1901c6058eb895711c358fd3d
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Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I92a83b61a0c89029cbde0a6cc26599691d171660
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!android-nn-driver:1451
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Ieedbce1f6e95891137a250fdd07e2f7e4e1f4828
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I63493ddb7598515773073deb6db2eb3a635c5dfe
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* Added backend support for multiple types of TensorHandle factories
* Refactored the backend API to enable new tensor strategies
* Added mechanism to determine memory strategies during optimization
* Perform mem-copy only when Direct access is not found
* Explicitly deleted the copy-constructor from OutputSlot to prevent
accidental local copies that would cause the DisconnectAll to be
called by the destructor
Change-Id: I7e812c8e5e6c1c20db1c5932749ac70fd93db7f8
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Ic06f63f1eff255e697facf319e2ac4c83d782e7c
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* Added new PreluLayer class
* Made necessary changes to ILayerSupport, ILayerVisitor, etc.
* Added unit tests
Change-Id: Ifcfb78e823bb5a245ed1dad15290d2f60115c882
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Id677e29a734f2b36483d939ad370079bdc11551e
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!android-nn-driver:1210
Change-Id: I940b3b9e421c92bfd55ae996f7bc54ac077f2604
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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* Updated the src/backends/README.md file with details on the new
OptimizeSubgraphView method
* Added section describing the new OptimizationViews class
* Deprecated GetOptimizations in the code
Change-Id: Icb1a9aa015394e56fb4b5120b0645a752f44134e
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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* Used the new ARMNN_DEPRECATED_MSG macro instead of @deprecated
* Refactored the code to no longer use the deprecated methods where
applicable
!android-nn-driver:1126
Change-Id: Ib0578d3d6fc5a763f5fb922f67ba91fafc7796f6
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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!android-nn-driver:1120
Change-Id: I5192fa3deb4ea9766d38ad0bf4dfbfa0b4924c41
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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* Refactored the Optimizer code for readibility, in view of
upcoming changes
* Rename one of the ISubgraphViewConverter interface methods to
give it a more meaningful name
* Improved the OptimizationViews class, added comments and
useful funtion overloads
* Fixed an error in the default implementationof the new
OptimizeSubgraphView method in IBackendInternal
Change-Id: I683a56d562aa093bac06f0e83fb13e144ed81485
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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Change-Id: I9b93bc81b97f3d89fa046ba001854f732040e63a
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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* Removed the reference to the parent graph in SubgraphView
* Removed the AddLayer method in SubgraphView
* Updated the code where necessary to adapt to the new changes in
SubgraphView
* Fixed a check in the CreatePreCompiledWorkloadTest test function
Change-Id: I4d3af87f11ec3cd8f18a21b250a2d295da56e1a0
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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Change-Id: Ie50aeccf053c20c3a01a75042bbc3acd824375af
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I0989ea843714ba1d5da756bb87ddefa3706b07eb
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* Added new optimization for folding pad layer into convolution2d layer following it
* Added new test in OptimizerTests.cpp
* Added new optimization into All optimizations
* Added call to new optimization in Optimize in Network.cpp
* Updated CMakeLists.txt
Signed-off-by: Nina Drozd <nina.drozd@arm.com>
Change-Id: I682e07c71bbd42c49c02dda30a848a9ab2b16e7e
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Change-Id: I6a6ece708a49e8a97c83a3e7fec11c88af1e1cfa
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
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Change-Id: I54549671e0d3b207904cf9796a843eb2b0a631f7
Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
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*Add Dequantize layer to the frontend
*Add Serializer and Deserializer for Dequantize
Change-Id: Ide2647b9e0348d599deb97e61ca4bf66e2f17fc0
Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
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Change-Id: I2014a8d801f1f222d27a80dddf4f188ddcb3a5c9
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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* Added new version of AddConvolution2dLayer, AddDepthwiseConvolution2dLayer
and AddFullyConnectedLayer with Optional<ConstTensor> biases
* Deprecated old AddConvolution2dLayer, AddDepthwiseConvolution2dLayer
and AddFullyConnectedLayer methods
* Made necessary changes to implementation functions
Change-Id: I65eddb28dc72a9c74429c331815a96c2bfdc8c51
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
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Change-Id: I68cf5072aca6e3a8b3b8c57e19b6d417cd5813fc
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
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* end to end tests for Detection PostProcess float and uint8
* add anchors to AddDetectionPostProcessLayer
* add anchors to VisitDetectionPostProcessLayer
* refactor code
Change-Id: I3c5a9a4a60b74c2246b4a27692bbf3c235163f90
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
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subgraphs are optimized by the backends
* Added a new method OptimizeSubGraph to the backend interface
* Refactored the Optimize function so that the backend-specific
optimization is performed by the backend itself (through the new
OptimizeSubGraph interface method)
* Added a new ApplyBackendOptimizations function to apply the new
changes
* Added some new convenient constructors to the SubGraph class
* Added AddLayer method and a pointer to the parent graph to the
SubGraph class
* Updated the sub-graph unit tests to match the changes
* Added SelectSubGraphs and ReplaceSubGraphConnections overloads
that work with sub-graphs
* Removed unused code and minor refactoring where necessary
Change-Id: I46181794c6a9e3b10558944f804e06a8f693a6d0
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* Added DetectionPostProcessQueueDescriptor to WorkloadData
* Added CreateDetectionPostProcess function in WorkloadFactory.hpp
* Added stub implementation of the CreateDetectionPostProcess
in workload factories
* Added DetectionPostProcessLayer stub implementation
* Added AddDetectionPostProcessLayer to Network
* Added IsDetectionPostProcessSupported to LayerSupportBase
Change-Id: Ifc071b3b6b12877c997bdcc43d769c8f891d5c6c
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* Refactored all the workload factories to use "virtual" properly
* Removed the precompiled layer support from the optimizer
* Disabled compiler optimization for debug build to ease debugging
Change-Id: I6ab83abd78f422771359295e25b79bb9be613cfd
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* Added GatherQueueDescriptor to WorkloadData
* Added CreateGather function in WorkloadFactory.hpp
* Added stub implementation of the CreateGreater function in workload factories
* Added GatherLayer stub implementation
* Added AddGatherLayer to Network
* Added IsGatherSupported to LayerSupportBase
Change-Id: I0408fd54e88a7d4e3d9e1c2811a9323f0da52a04
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separate branch) and master
* Brings in all the changes done for the pluggable backends
* Added sub-graph support and tests
* Added precompiled layer support and tests
* Moved BackendSettings to a separate file
* Removed the backend-specific code
* Ported DebugLayer and associated functionality
* Included fixes to make those changes work with master
Change-Id: Id7028fa7917527b844628d5aff5732e3d94c0488
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*Added Unit Tests
Change-Id: I6cceb8e6dcda35ce08415f8e5ca86019a64d26e3
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* Unit tests in Equal.cpp
* Fixed error in Network::AddEqualLayer
* Refactored TfParser::Minimum/Equal to get rid of duplicate code
Change-Id: I0ed6f888eb391c995b88be20dc0c1b916dd14c3c
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Equal operation
* Add QueueDescriptor in WorkloadData.hpp
* Add CreateEqual function in WorkloadFactory.hpp
* Added stub implementation of the CreateEqual function in RefWorkloadFactory,
NeonWorkloadFactory and ClWorkloadFactory
Change-Id: Iec6dc2f989c67fa6f0c32cfb93508995c8580783
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Greater operation
* Added QueueDescriptor in WorkloadData.hpp
* Added CreateGreater function in WorkloadFactory.hpp
* Added stub implementation of the CreateGreater function in RefWorkloadFactory,
NeonWorkloadFactory and ClWorkloadFactory
* Added GreaterLayer stub implementation
* Renamed ArithmeticBaseLayer to ElementwiseBaseLayer
Change-Id: I7e38c2936de905da921a92ba3f918478169ec7f5
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* Modified optimizer to support debug mode via DebugLayer
Change-Id: Ic8f313778e55540c182cf99876c44a0823be04c6
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* Also added unit test armnnTfParser/test/Pad.cpp
* Added missing 'Pad' entry to GetLayerTypeAsCString(LayerType)
* Fixed the RefLayerSupport.IsPadSupported, now it returns true
* Small fix in Optimize. Only resolve stringstream to string once
Change-Id: Ieaa1886858a48cd761ac5f30454f73e44bdd4b8f
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Change-Id: I017ca6c23b62a8978982de0ca4ad204cb8cf7c67
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Change-Id: I03fa374fd9692d98257de709f8c3ad0a49c88b95
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Change-Id: I8964f5e8978c2d2a07734a381e3f7c656c22456a
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implementations
Change-Id: I906dcb8b4c9b491bf3a661f208c09d0ea1c0fa35
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Change-Id: I13c6728dbb60643d0e086d171225c5d802987f92
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Change-Id: Ieec34224b433e1d2f3bbe66632cd6016cac5498c
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