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* Added getter for the factory function in the DynamicBackend class
* Added new RegisterDynamicBackends method in utils class
* Added dynamic backend registration process in the Runtime class
* Added new dummy dynamic backend objects for testing
* Added unit tests for dynamic backend registration
* Added convenience methods to BackendId
Change-Id: I01e147d1d6f01bf56747ad946f73f867af5770c4
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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* Changed the way the handle is acquired, loaded symbols are now kept local
* Updated the makefiles to add more test files for the dynamic backends
* Fixed the GetSharedObjects method so that the files are parsed in
alphabetical order
* Updated the unit tests to make them more strict wrt the order of the
files
* Created a new CreateDynamicBackends method in the utils class
* Added new unit tests for the new function
* Added LoadDynamicBackends in the Runtime class
!android-nn-driver:1707
Change-Id: I1ef9ff3d5455ca6a7fd51cb7cfb3819686234f70
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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* Added GetSharedObjects to DynamicBackendUtils
* Goes through the given paths and returns a list of files that
match the naming scheme for dynamic backends
* Added unit test
* Update the cmake file to generate the test files/symlinks
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: Ibfc0bad740b72696714d343eb32a593c2ec1f8c6
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* Adds GetBackendPaths and IsPathValid to DynamicBackendUtils
* Adds related unit tests
Change-Id: I94e377d92a88a4b5d48026f6ad5b4d5387d20c21
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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for dynamic backends
* Added dummy files and directories to use for the dynamic backend
unit tests
* Created a combination of valid/invalid files, valid/invalid directories
and valid/invalid symlinks to cover all the use cases
* Provides a base on top of which to rebase further changes for the
developemnt of the dynamic backend feature
Change-Id: I6e157d8ba035d7931c9ea20f70ffd5b76d03334e
Signed-off-by: Matteo Martincigh <matteo.martincigh@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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!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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the Android builds
* Changed the test libs from SHARED to MODULE
* Added IBackendInternal.cpp to separate the default
implementation of OptimizeSubgraphView from the header file
* Linked the modules against armnn to get the missing symbols
* Renamed the test modules to avoid name clashing in the CI system
* Moved the test shared objects to separate folders to keep the
filesystem tidy
Change-Id: I987c56d2d66bdb86f7b391a83c602d0dadf4c674
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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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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* Fixed FP16 failures on Max, Min, BatchToSpace on Gpu
* Fixed Signed32 skips on Maximum and Minimum
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I4bea19af1a0ae4c8950af8c6d5d68622cdd9b674
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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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* Fixed Quantized FP16 failures on GpuAcc
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Ia6372da1305c3e826f56ba537e11acf7875c2d74
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* Using the absolute path of the unit tests executable so that
the unit tests can be run from anywhere and the relative path
to the test shared objects would still work
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I57401daa162570e9ab1717d28a54a19f421afb0e
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* Added unit test for valid dynamic backends
* Added unit tests for various cases of invalid dynamic backends
(invalid handle, malformed backends, incompatible version, etc.)
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I4c3b33702bb0faac2bbebe224f69908639b4fc54
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* Added a test library to exercise the utility functions that
handle the shared objects
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: Ic8095febca2a46050831eb42f55a714f3ae3bfe3
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* Created the new DynamicBackend class with all the necessary
getters/utility functions
* Created function types to mirror the backend interface functions
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I80a29e6e8a8d0b0655caba63d12cf62e0d8fc832
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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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* Fix reference L2 Normalization workload to support < 4 dimensional tensors
* Add unit test for L2 Normalization with 2d tensor to Reference, Neon and CL test suites
* Fix typo in StackLayer
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I48a6a1289bcb02955b24f261bc70b467bd1abc23
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Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com>
Change-Id: I586415357d0f0d315c7174ad385167effa66b195
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* Added version structure for backends, with comparisons operators
* Added version to IBackendInternal
* Added version utility function to DynamicBackendUtils class
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I3697469675c27f79f7cfb296cfa69ec7e06375e5
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Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I97d5fe93e1448778fc020fd6fbd5a47a3f5e7235
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* Created new DynamicBackendUtils class
* Added OpenHandle, CloseHandle, GetEntryPoint and GetDlError methods to it
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I88c683b2c5d37968a9ebdf335be932ae2d9061e5
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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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* 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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* Add Axis parameter to Softmax Descriptor
* Add new reference implementation for Softmax using Axis parameter
* Add unit tests to cover each Axis
Change-Id: Iafac2275d2212337456f2b1b56b0f76f77fb9543
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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* Remove multiplier check in TfLite parser
* Add reference unit test for depthwise multipler of 64, as in DeepSpeaker
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I787339ab4c4d269333985353d191202d070906ba
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* Use ValidateTensorDataTypesMatch() instead of ValidateDataTypes() to
check whether two tensors have the same DataType
* Use const TensorInfo& aliases for tensor infos checked in multiple
places
* Use a const std::string& alias for the descriptorName instead of
using string literals throughout the code
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Ie59db29b74d8b75bf07c5a6944f65f5e186cf8db
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Change-Id: I041bdf9e721a4384ea3c2be0184787dd1f4ea08e
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
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* Remove ValidateTensorQuantizationMultiplier
* Update CL pin to COMPMID-2336
Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com>
Change-Id: Iaece5b564134f7ec91f82cb246bcb10ad455999d
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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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Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: Idb1325cba730dbf62b4742e4078220ef97d4b526
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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I7f4c722141837939fd8904c52e75704a15c8a5e3
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strides, dilation and padding
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Iea99a162e1f0c823cd0f8bc0ae2fb5f461778515
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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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!android-nn-driver:1461
Change-Id: I9d8fe7adf13832ed0cbcfe98b2353c2f37011d22
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
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* Add support of QuantisedSymm16 to Pad
* Fix custom padding tests
* Add unit tests for Pad QuantisedSymm16
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ieb9a4492760b13fa030a42eb4d38fd9ffd7a8c76
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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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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Id6ab073ae3e0ff5f60c2f4bef975798ce71c9f88
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Add Neon missing Unit Test for Uint8.
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I9207be8c8cf572ae9cbbf155010bb6dabe0c971c
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* Added CL backend support for SpaceToDepth.
* Enabled unit tests for SpaceToDepth on CL.
* Renamed unit tests to make them type-agnostic.
* Added QSymm16/S16 support to ClTensorHandle.
Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: I417d82946142ed619c447428bf0b0c4a2116c004
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* Refactor and add QSymm16 to IsDepthwiseConvolutionSupported
* Refactor and add QSymm16 to IsEqualSupported
* Refactor and add QSymm16 to IsGreaterSupported
* Refactor and add QSymm16 to IsSplitterSupported
* Refactor and add QSymm16 to IsStridedSliceSupported
* Refactor and add QSymm16 to IsMemCopySupported
* Refactor IsFakeQuantizationSupported
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I4f115a5535748fc22df8bc90b24b537fd5dd95b8
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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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* Add descriptor values
* Update lstm queue descriptor validate function
* Update lstm workload
* Update isLstmSupported (Cl and Ref), LayerSupportBase, ILayerSupport
* Update lstm layer
* Add unit tests
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: I932175d550facfb342325051eaa7bd2084ebdc18
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
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Use it for intermediate tensors on reference backend.
Lays the groundwork for memory management in the reference backend.
Change-Id: I7d3ee132cac31bde70ae6e1b815f4f0b03d550a6
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Ie89dc91a2fc0281d58c6f1ccef65ed1228d33ccb
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Id551690065dca0686ce597d1f0c14fd73163481e
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I63493ddb7598515773073deb6db2eb3a635c5dfe
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* Added one end-to-end test for all supported data types and data layout
* Implemented RefLayerSupport::IsTransposeConvolution2dSupported()
* Fixed formula used in TransposeConvolution2dLayer::InferOutputShapes()
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: If1ba3c226ecfa17f7fceffae857f39297c6433f2
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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Icc64f8148c9d8a0d14d772e6e4e7865e70585cd9
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* Update SoftMaxUint8Workload for CL and NEON to deal with
quantization parameters as vectors.
* Change Sigmoid Activation function QAsymm8 tests to use
scale=1.f/256.f and offset=0 as quatization output parameters.
!android-nn-driver:1417
Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com>
Change-Id: Ief91f10193fbbbad0c0124ece41f0bf4e0dcd992
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