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* Removed reference reshape workloads for float32 and uint8
* Added RefReshapeWorkload
* Added check for supported datatypes for reshape in WorkloadData
* Added check for supported datatypes for reshape in RefLayerSupport
* Updated CMakeLists.txt
* Updated references to reshape workloads
Signed-off-by: Nina Drozd <nina.drozd@arm.com>
Change-Id: I9941659067b022f8f7686ab0ff14776944dca3e5
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I44f8f1799f6182721751b1d117c9ada5b91f52e1
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Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I5b446905c496001ba3c48ad5090e79e80d060d4e
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* Add support for QSymm16 for FullyConnected
* Add templating to Uint8 RefLayerTest to test QSymm16
Change-Id: Ie6e989daf2ca966d6c6805b8017126eb77ebfec4
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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* Refactor FullyConnected workloads into single workload.
* Refactor FullyConnected ref implementation to use Encoders
and Decoders to support all DataTypes.
* Deleted RefFullyConnectedFloat32Workload and
RefFullyConnected2dUint8Workload.
Change-Id: Iad30fb0287ab7491e1297997e7d61f1d00785541
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I90903af1b8c961a7727da9172a7f02031521a6ad
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* Add check if Sub-tensors cannot be used, call ACL function
* Add ClSplitterWorkload functions
* Modify IsSplitterSupported to call ACL validate function
if sub-tensor cannot be used
* Also check if quantization parameters match when using sub-tensors
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I5dfd0e422b7d485dd4421a664add83d870bec5d6
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* Added QuantisedSymm16 as supported type for Conv2D
* Added Unit Tests for QSymm16
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I4a8176091e75abfb0ea3a4b913c213111512df75
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Change-Id: I47bb0f782acfa5b2d2fee9132875f9a655ea635e
Signed-off-by: Ruomei Yan <ruomei.yan@arm.com>
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* Add check if Sub-tensors cannot be used, call ACL function
* Add computation of SplitAxis from SplitterDescriptor
* Add NeonSplitterWorkload functions
* Modify IsSplitterSupported to call ACL validate function
if sub-tensor cannot be used
* Also check if quantization parameters match when using sub-tensors
* Add more unit tests for Splitter in TfParser and TfLiteParser
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I31e4c7d055117c83c65b598c4125442173242226
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Change-Id: I3cf8d9dbc4f8c95e0e2311505dd7e9f9069f1ab5
Signed-off-by: Ruomei Yan <ruomei.yan@arm.com>
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* Refactored RefConvolution2dWorkload to support all DataTypes through Encoders and Decoders.
* Added Convolute function to ConvImpl that uses Encoders and Decoders to support all DataTypes.
* Deleted RefConvolution2dFloat32Workload and RefConvolution2dUint8Workload.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ic5ef0f499d08b948fa65fdee54b5f681fd0b1c05
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* Restored old SubGraph class definition as an alias of SubgraphView
for backward compatibility
* Restored SubGraphUniquePtr
* Restored CreateSubGraphConverter method (and the corresponding
ISubGraphConverterPtr type) as a deprecated method that's been
removed from the backend interface
* Chaged the defautl implementation of OptimizeSubgraphView to call
the deprecated OptimizeSubGraph
* Changed the default implementation of OptimizeSubgraphView in the
backends
Change-Id: If69903926bf5ff2aae52c9b64b4572b355662757
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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* Fixed ResizeBilinear test failure on Cpu Reference
Change-Id: I2cf317eae65f1a86ef87badefb3b32ff05dca9e8
Signed-off-by: Sadik Armagan <sadik.armagan@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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handle multiple Graph objects
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I7ccc10a4d81eaac724a374a0d8abc70c9c79a3f4
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!android-nn-driver:1183
Change-Id: Ia69995b7f09cb86b64611e8efd315413e3064ca1
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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* Added OptimizeSubgraphViewTests file covering a number of
use cases for the Optimization API
* Fixed a bug in the sub-graph selector algorithm that skipped the
first layer in a sub-graph if it wasn't an input layer
* Changed the graph splitting logic to make use of maps instead of
unordered_maps to keep the split sub-graphs in consistent order
between executions
* Added more common unit test utils
* Minor fixes to comply to the include file conventions
Change-Id: Iad464eaedd004109e5ef41aa487cea3ad86177d3
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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Change-Id: Id836372c0e4ef0c3996085facc4da6263366abcf
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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* Validate that output is any of supported types in WorkloadData
* Validate that output is any of supported types in RefLayerSupport
* Add test for constant with QuantisedSymm16 in LayerTests
* Add test for creating constant workload in RefCreateWorkloadTests
* Add test for constant with QuantisedSymm16 in RefLayerTests
* Refactor RefConstantWorkload - BaseWorkload instead of TypedWorkload
* Refactor RefConstantWorkload - remove m_RanOnce, use PostAllocationConfigure()
Signed-off-by: Nina Drozd <nina.drozd@arm.com>
Change-Id: Ic30e61319ef4ff9c367689901f7c6d498142a9c5
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Change-Id: I9a373a31bfabbe0f691d7f9e240ac08e072b2c7d
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Change-Id: Ie0394336a772afa7b075eb562ac5191c8b3ec9f3
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Change-Id: Ifeb33db919ef77bf777e114f2d84b88fd595ca2c
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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* Added a mock implementation of an ArmNN backend for unit
testing
* Implemented a mock version of OptimizeSubgraphView
* Fixed a typo in the Optimization API
Change-Id: Ic7acf7cc5c2a76a918e94cdc356baae7c7597a6d
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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Change-Id: If2289b2d1fc20f4524fcf4620f01ea3a36d727d2
Signed-off-by: Jim Flynn <jim.flynn@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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to LayerSupportBase
Change-Id: Ib075a53cfe639e2624910a767abac6cba0fee8ed
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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Adds unit tests for dilated depthwise conv
Change-Id: Iad0a1b33d07fb0ef8f9f6edf0fd0f83a5800a36d
Signed-off-by: Bruno Goncalves <bruno.slackware@gmail.com>
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
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Change-Id: I6d1ea80c9fabd8c50ee030272c51cb66e85e431d
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
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Added support for dilation in DepthwiseConvolution2d in the
Neon and CL backends.
Change-Id: Ie1522b498c07f80d6efcf9dc79e926c8cfa06ca5
Signed-off-by: Pablo Tello <pablo.tello@arm.com>
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* Add unit tests for QSymm16 LSTM
* Update supportedTypes in WorkloadData & RefLayerSupport with
DataType::QuantisedSymm16
Change-Id: I1a2627b11b707d68d7d7002f63b985f9571ee177
Signed-off-by: Conor Kennedy <conor.kennedy@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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* Added move-constructors and move-assigment operators to
both the OptimizationViews and Graph classes
Change-Id: I3f923dc58e849479ff6589dcd39dece2790172cb
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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Change-Id: Ic4423b8d21d794f44ddae291853e0e3b89d11bc0
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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Change-Id: I9b93bc81b97f3d89fa046ba001854f732040e63a
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
Change-Id: I6883f878d9f701a55153292769d2fc0530d2529e
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non-optimized SubgraphViews
* Removed pointless CreateSubgraphViewConverter method in the
IBackendInternal interface
Change-Id: Ie2d3c0e74fb3d53e67f76924ac6d05050a5e6e2e
Signed-off-by: Matteo Martincigh <matteo.martincigh@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: I53bd3a8e8f846edbebb1598559f3541698e647e5
Signed-off-by: Ruomei Yan <ruomei.yan@arm.com>
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!android-nn-driver:1038
Change-Id: Ia94743a64109b5eddcd44b03cf6ba5b3a4de4e53
Signed-off-by: Ruomei Yan <ruomei.yan@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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!armnn:1023
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ie4e5c4e7cb9edec690235393fff0721fca5da6cc
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Change-Id: Ia3b9a56787cc68822a3c1635de82e03ecc0aae27
Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
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Change-Id: If6cf69b1569eb69c9481369a99ca7066be0fdd9d
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
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* Changed the pre-compiled object held by the pre-compiled layer into
a unique pointer, so that now the layer has the ownership of it
* Changed the pre-compiled object held by the descriptor and the workload
into a naked pointer, to leave the ownership to the layer
Change-Id: I4a582e45ca0aa3978e8e40b786c743a6eddce852
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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+ Update clframework pin
+ Cl and Neon Merger workloads updated to use MemoryLayout agnostic API
+ Workloads only use sub-tensor optimization if ALL input tensors are sub-tensors
+ Refactor LayerSupportCommon code to be a bit more succinct
Change-Id: Ib61ad4ccbd767e924dff07e61022e0cda4069828
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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Change-Id: I557b76ea8c066161f3eb866daabca63694d46f4e
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
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!android-nn-driver:968
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I03ccb4842b060a9893567542bfcadc180bbc7311
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+ Added PostAllocationConfigure() method to workload interface
+ Elementwise function now deduces types based on Functor
- Replaced RefComparisonWorkload with RefElementwiseWorkload specialization
+ Fixed up unit tests and minor formatting
Change-Id: I33d08797767bba01cf4efb2904920ce0f950a4fe
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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