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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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* Moved the topological sort after the replacement of the subgraph
connections (during a subgraph substitution), as the correct
connections are required when sorting the graph
Change-Id: I7c7ce542068a05b9b5ca36f5bd3f460a5eb97afd
Signed-off-by: Matteo Martincigh <matteo.martincigh@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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Change-Id: Ice29df6b695b2deba7ddf43be2e711614ab3cdea
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
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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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* relaxed the check to min > max in the quantization schemes
* added missing layer support for resnet_v2_50 model
* Pad, Rsqrt, Multipilcation, Subtraction, Mean
* sorted methods alphabetically in Quantizerlayer & LayerVisitorBase
Change-Id: I003401ff7ac89b60580c959ea8fd9d6fef66b88e
Signed-off-by: Les Bell <les.bell@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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* Avoid collecting duplicate input/output slots during the
sub-graph selection process
* Fixes the InceptionV3 quantized run
Change-Id: I737ec8576d57184d3d25bda436a7776ec7243a0d
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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* Added Readme file for ArmnnQuantizer
* Added section about ArmnnQuantizer in armnn Readme file
* Updated ModelAccuracyTool Readme file with default values for --compute
Signed-off-by: Nina Drozd <nina.drozd@arm.com>
Change-Id: I5fcead522b70086dcf63dfc6c77910a7d33d83f0
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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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Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com>
Change-Id: I776a97ff54ea3ccc28b62afe3c512cbdc7252811
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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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*Issue was caused by using layer index with respect to flatbuffer layers
vector in place of the index property on each layer base (and vice
versa). These are not necessarily the same.
Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
Change-Id: Ide3e33c77f394cd1b6850c7c61e4bee2dede76d3
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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: I8142e179d38c7a2a9163cf3d30bd1f411e8e109c
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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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I309dd176fe6ce1216f4259c24c306c7592827841
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* The execution crashed because the weights of a convolution were
null during the network execution
* Copied the weights and bias when folding a pad layer into a
convolution
Change-Id: I3ae72143d04cac90d4f878cdf3b1a08b2f2a5c90
Signed-off-by: Matteo Martincigh <matteo.martincigh@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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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I694124aa15ef2fd368d5e6e36da8b942ae270850
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now works when substituting layers from another Graph
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: Iebd21a4975dd0ea1fc9d62708555dae4b1809623
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for preserving input/output types
Change-Id: Ib30f1e2e58407526cd881fec33f45fc4e4ed4afe
Signed-off-by: Éanna Ó Catháin <eanna.ocathain@arm.com>
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ReplaceSubgraphConnections to support Graphs instead of
SubGraphViews
* Added layer iteration function to SubgraphView similar to
the Graph's one
* Updated SubstituteSubgraph to reparent the layers to the
calling graph
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: Ib2f8e70decca4a59c53ceb127e07ef5a430d1005
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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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* Updated the LayerInGraph class to properly support
the new Reparent operation
* Improved the Graph class destruction process to take into
account eventual reparent layer operations
* Added new ForEachLayerInGraph utility function to safely
loop through all the layers in the graph
Change-Id: Ie67cbdee0c3c8625662ebfa00f860ae0d2fac59c
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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input/output types
* Also add unit tests for new preserve type option
Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
Change-Id: I860759072f2e3546698118d1bcd5e79eb4e805ec
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Change-Id: Ib8ce6f8db6de0ac4df92fa4c999fe3c78705ec7e
Signed-off-by: Jim Flynn <jim.flynn@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: Iba91e3f3625639f01d66f81a9f3e419e0e285d66
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Change-Id: I4ac325e45f2236b8e0757d21046f117024ce3979
Signed-off-by: Éanna Ó Catháin <eanna.ocathain@arm.com>
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Change-Id: I9b93bc81b97f3d89fa046ba001854f732040e63a
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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* Also update unit tests for the quantizer to check the input and output
shape of the network
Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
Change-Id: Ie804d852f2a4770d98dfb4dab6415f3d0fdd2ce4
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