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Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I7213788725fd4e4cf1176998604e999d0b7ed6cc
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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I144c04f920ba3329886367f5e73fe758505ab96e
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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I18d957af6e988ffb6b9ee46ac836d1f38600e10b
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Change-Id: I7582a9ee36b4d1764a5a137cefe9b7b7dfe30254
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I72bc00888d416fee177ea2e6e5006f8ff04f612e
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* Defined macros for common class structure and near-identical
test cases
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I47a2ece3e1797496c196f63c7fcd71e5748295c6
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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Iebe675a0cee02db6f133d48ce58cbc1e233061db
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This prevents unintended conversions that could lead to incorrect code
compiling, e.g. Optional<a> == Optional<b>
Also add comparison (==) operator to compare two Optionals.
Update unit tests accordingly
Change-Id: I6f975de7e666ba1ffe16c3ab50643116c6317135
Signed-off-by: Rob Hughes <robert.hughes@arm.com>
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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Idf40ed0ebf2af3170137bf3a3cb5a9635a203d4a
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Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com>
Change-Id: I3f8e716ae432737bb314e26792d18aa518aa1952
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* Renamed ARMCOMPUTEREF to ARMNNREF (and relative symbols) as the
previous name was misleading
!android-nn-driver:1819
Change-Id: I912e9f521750b91539e48f8a2fb4de73fb6f7425
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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* Made the build of the reference backend depend on a new ARMCOMPUTEREF
macro
* Made the relevant targets dependent on the ref backend
* Moved Cl and Neon static registry initializers to separate files
* Wrapped some of the unit tests into proper ifdefs where necessary
Change-Id: I7f2c42699682630233a4c4b6aed2f005083de189
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com>
Change-Id: I94bd191f88e0911ad4e4727610e81cd7afa95512
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* Increased MaxNumOfTensorDimensions and fixed issues related to its use
* Fixed issues caused by assuming 5d tensors are invalid
* Updated ArmComputeTensorUtils for 5d tensors
* Added 5d tensor unit tests for add, mul, stack and reshape (needed by IVGCVSW-3527)
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I5bcd64942d0d04efcc6c5acb240ad4b88e010743
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Signed-off-by: James Conroy <james.conroy@arm.com>
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I9f24f7d97c1e7d37ee7d58ff85c6c3f8496e52ec
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Change-Id: Ide5acbf993c2bcff5265b72fc979caa6f183bb22
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I10b8d5e2e95eb8f48a6be29005136459c3da2957
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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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!android-nn-driver:1685
Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com>
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: I17278562f72d4b77e22c3af25bf7199b9150a765
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TransposeConvolution2dLayer::InferOutputShapes
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I2e3d5922bb89c8f3b84ff5458fda981ff177c3ce
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* Added Layer and Create Workload tests
for the new Quantized LSTM layer.
* Tests to be enabled on NEON and CL in
their respective patches.
Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: I7e9e9768dd63010ab58367c45fffcff452377cfb
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* Added CL backend support for Stack
* Added unit tests for Stack on the CL backend
* Refactored unit tests to support generic data types
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I38ee3e9d8947ea98a3104c982698001e704d7d89
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Take a copy of the MemoryStrategies for a layer before inserting
new connections. Use the copy when looking up the original MemoryStrategies
during the graph transformation.
Fix the unit tests for AddCopyLayers to have cases where copies are needed.
Fix the validation for clarity and correctness - was previously comparing
Layers by pointer when it should have been by name (as it was comparing
with a cloned graph).
Change-Id: Ie282dc11913e977b8151ce1ad8bfba5e11617d40
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
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* Add check in CL and Neon to ensure axis is 1 otherwise
return unsupported.
* Edit CreateWorkload test and JsonPrinter test to ensure axis of 1.
Change-Id: I499b405532e26fefc2dd1c18b6dc6005813b5604
Signed-off-by: Francis Murtagh <francis.murtagh@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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* Convolution2d, DepthwiseConvolution2d & TransposeConvolution2d
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I2490c684765d8c7349183572f46e86c201b8eefd
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* Replace u_int32_t with uint32_t
* Replace size_t with uint32_t for initializer list of TensorInfo
* Replace variable size arrays with std::vector
* Replace reference to local variable during its initialisation
Change-Id: I298b3995f1525f90a1ab2416d7e270315698fae3
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* Added reference workload for the Stack layer
* Added factory methods
* Added validation support
* Added unit tests
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: Ib14b72c15f53a2a2ca152afc357ce2aa405ccc88
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* Evaluate model accuracy using category names instead of numerical
labels.
* Add blacklist support
* Add range selection support
Signed-off-by: SiCong Li <sicong.li@arm.com>
Change-Id: I7b1d2d298cfcaa56a27a028147169404b73580bb
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* Implemented VisitStackLayer
* Added unit test for Stack layer quantization
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I6f708543711c3600fa6c78d6d1f41ef14bbb90bb
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Change-Id: I08640891a206b40da478fdaa7634e7a2f76784af
Signed-off-by: Matthew Bentham <matthew.bentham@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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* Refactored existing EndToEnd tests, moved
tests in reference to backendsCommon.
* Enabled EndToEnd tests for CL.
* Added new Ref/CL CreateWorkload tests.
Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: I0a5e52961a8aca540d43241a3805d19c9c6ff56c
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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: Ibfd4725bb04a5859488e968513cf11ac450fd277
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* Add reference supportedness validation checks.
* Call unit tests with QSymm16 data type.
Change-Id: Ie6621ca7072dfc69278198c53e09b090275a7fff
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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* Generify and reformat test BatchToSpace tests
* Add missing RefCreateWorkload test
Change-Id: I08af018c07ee41df5b9d1e578d99bc03f38090ac
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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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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* Added more unit tests to cover all code branches
* Moved the InferOutput tests to separate files
* Created convenience ARMNN_SIMPLE_TEST_CASE macro
* Created TestUtils file for common utility functions
Change-Id: Id971d3cf77005397d1f0b2783fab68b1f0bf9dfc
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: I26997d7770585055b2b3256baad2800a4c5ed7e8
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* Implemented VisitPreluLayer
* Added unit test for Prelu layer quantization
Change-Id: I0442053f69608a400d295654b103cfd2429a0341
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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* Added reference workload for the PReLU Activation layer
* Added factory methods
* Added validation support
* Added Int16 support
* Added unit tests
Change-Id: Ic950d908c5e0a335dccd2960a3ffab0f8b599876
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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on inputs and output of Concat layer
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Idd79e44dbf49345aced3ddeeb8a53c9776f9f5d5
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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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* Fixed an error encountered when building on GCC 9
error: moving a local object in a return statement prevents copy elision
* Fixed failures in unit tests due to std::initializer_list handling in GCC 9
Change-Id: I4bfdd2113dfedcecd29479ee556e4ae22278755d
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
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Change-Id: Ic08e38fe10ca1abd79c6e4b1a83dc9a929686b56
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Id677e29a734f2b36483d939ad370079bdc11551e
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* Add function to calculate bias tensor quantization scale
from input and weights scales.
* Change visitor method of Conv2d, DepthwiseConv and FullyConnected to use
the new function.
* Fix Unit tests to expect correctly calculated quantization parameters.
Change-Id: Ic36f47ceea81243c813d74ccf791e984c819cc71
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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handle Float32 and QAsymm8 types
* Removed the type-specific workload implementations
* Added type-independent RefBatchNormalizationWorkload implementation
* Reworked BachNormImpl to use decoders/encoders
* Improved the validation of the BatchNorm queue descriptor
* Fixed unit tests where necessary
Change-Id: Icf3fa1332292d38ec2fa0b1cb984cab78426034b
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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Change-Id: Iea6edf90148773b12f361bfa4b1d572c5322d18b
Signed-off-by: nikraj01 <nikhil.raj@arm.com>
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