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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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* 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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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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now works when substituting layers from another Graph
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: Iebd21a4975dd0ea1fc9d62708555dae4b1809623
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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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* 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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Change-Id: I45f81aa4ca8a964e423594fe271825c4a52b21f4
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I8d6474389376f715074bfa7a75613dbda35bcc6a
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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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* Add QuantizationDataSet class for quantization data parsed from CSV file
* Add QuantizationInput for retrieving quantization data for each layer ID
* Add unit tests for command line processor and QuantizationDataSet
Change-Id: Iaf0a747b5f25a59a766ac04f7158e8cb7909d179
Signed-off-by: Nina Drozd <nina.drozd@arm.com>
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Currently asserts that the net fails to optimise as that
is the expected behaviour, but it's complete enough to
exercise most of the code in SwitchLayer.cpp and MergeLayer.cpp
Also, fix a bug in SwitchLayer::ValidateTensorShapesFromInputs
found by the new test.
Also, make topological sort slightly more robust to missing connections
as it should not be the job of the sorter to validate the graph.
Change-Id: I30b9e2d4769ab14a6820284871a79a5bb3eef1ef
Signed-off-by: Matthew Bentham <matthew.bentham@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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*Add interface IExecutionFrame.
*Add basic implementation ExecutionFrame.
*Add Unit Test
Change-Id: I960ac84a05c0c9b03735ec5e9c63f6f8f95b57b5
Signed-off-by: Kevin May <kevin.may@arm.com>
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
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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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* 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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!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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Change-Id: Ia3f4852e6ba1358c6798210ecf94105a130cb1b9
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
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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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Change-Id: If048b2a053c542b31ae344fe0af04d9b4f40eb6d
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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Change-Id: I9144fb6b7d05561b5b8fd9db5dbe31c9257f10ca
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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* Also update Debug layer to use layer guid information
Change-Id: I9ec1f639299c3f855b670ff031a0e88d685cfc6b
Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
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Change-Id: I06653135c5fef38a52995da6c4b6de7ba5786b6a
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
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* Made changes to LoadedNetwork and IWorkload to pass on the registered
callback function
Change-Id: I6ea10f2a299d6de8bf681c8ff36d3fbed1d6d887
Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
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* Add quantization test under QSymm16 scheme for all layers
* Refactor existing tests to reduce code duplication
Change-Id: I66c9437b3247d78acbb4ebc2c2481f3238268038
Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
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* added serialize/deserialize methods for LSTM and tests
Change-Id: Ic59557f03001c496008c4bef92c2e0406e1fbc6c
Signed-off-by: Nina Drozd <nina.drozd@arm.com>
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Change-Id: Ia7c305c30c39ec0e9db447a461479be17fde250c
Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
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Change-Id: I76f4e7db55b0efbb1a5f7d1a32bf451e66add0c7
Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
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You can't use a unique_lock to check lock ownership by a
particular thread - it just checks whether the mutex
is locked by that lock.
Change-Id: I28190dc3bea91b3cc68f9b9381751e70fd70f43f
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
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* fixed typo in Ref Merger Workload comment
* fixed typo in ViewsDescriptor comment
* made the origins descriptor accessable in the ViewsDescriptor
(needed for serialization)
* based the unit test on the use of the splitter in the CaffeParser
Change-Id: I3e716839adb4eee5a695633377b49e7e18ec2aa9
Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com>
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Change-Id: I1eb06a044ea702fce00910d84fd20a680c03f1cc
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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*Also added test case for non-zero crop and moved BatchToSpaceNd test
functions together
Change-Id: I142ba356165618b2811a4ab650ca6ced35220d9c
Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
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