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* Fixed Max and Min VTS test failures.
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I133f5ff43774f74ad6e1c698a3570066ad45527c
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in IBackendInternal
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Id40b825649d0447058273b8bc4f7133a3ac3c96c
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* Silently considering the dynamic backend loading feature as
disabled if an empty list of paths is passed to ArmNN
* This was causing problems during testing as ArmNN's output
was containing extra unnecessary warning messages
Change-Id: I4ebda412004179817cd54494ccddc964b04b8232
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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an example in the docs
* Wrapped the reference backend into a dynamic backend
* Moved the static registration code to a separate file, so that
it is possible to create the reference dynamic backend that does not
register statically into armnn
* Added unit test
Change-Id: I1074d21b020820f9ac8c7178388be773b447555a
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com>
Change-Id: Ia9bf55ca93e36ad7fa052b70e477cd46078e0a30
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Change-Id: Iaec6956b5c459308d77d29f699ae4558bee66cd5
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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Change-Id: Ide5acbf993c2bcff5265b72fc979caa6f183bb22
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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* Added Runtime tests with dynamic backends
* All other unit tests have already implemented in previous stories
Change-Id: I0167b3b45dd00c1956514e2df051e4445727f014
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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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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* Fix issued caused by layers with 5x5 filters and depth multipliers > 1
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I58435a1f0e3c7e69861dc130fad525a01e2a849d
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Id990ae7445080f6b4d5a0e6f942f871879a52f75
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backend files
* Added a section to the backends' README file to detail the
dynamic backend file naming scheme
* Added table with examples of valid/not valid filenames
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I59b88b96292a189056b9fceb155aedd07ee27225
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backend loading paths
* Described the DYNAMIC_BACKEND_PATHS macro usage
* Described the override in the CreationOptions class
Change-Id: I1ec17fa586acb5c1e3d2f0dfb6c954532d594830
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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* Add Neon Workload
* Update NeonWorkloads.hpp
* Update NeonWorkloadFactory
* Update NeonLayerSupport
* Update backends.mk and CMakeLists.txt
* Add NeonCreateWorkload test
* Enable LayerTest
!android-nn-driver:1685
Change-Id: Idd799bbf039acf0d59084d02c3b57766ce3691b5
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Signed-off-by: Matthew Bentham <Matthew.Bentham@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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channel multiplier != 1
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I784bbff3f7b6650881d3f70ba7cd1891171195b1
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* Added Int32Decoder and Int32Encoder to decode INT32 tensors
* Changed MakeDecoder to return ScaledInt32Decoder only
if the scale is different from 0, i.e. for quantized bias
tensors
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I278061d445d1c549c7ace11f51aa172ce7c691ae
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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 Neon backend support for Stack
* Added unit tests for Stack on the Neon backend
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I21379966a6303285f8b65418d0d4ac7982cc9f04
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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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Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Ib93c94a15fe15495664d509630cce373a69e1612
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* Added new Dynamic Backends section
* Added new sub-section for the dynamic backends base interface
* Added new sub-section for the backend versioning rules
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: Icf8ce9573b13004eac5a238a259e79936f2d26fb
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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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Change-Id: I5cd90121e5fe1b49b394ee6f5a87e86520a30119
Signed-off-by: Pablo Tello <pablo.tello@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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* 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: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: Icd89230d0698f32a5ebe36ec5012a0fcc19e1565
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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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* Pad value for QASYMM8 is no longer stored in quantized form.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I048e1d233353c0560ae03a7cc1ed5199295352bc
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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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workloads
* Refactoring: use existing utility function for creating arm_compute::PadStrideInfo
objects in CL and NEON convolution workloads instead of duplicating code
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Id5e5a0f264e20af99dabce8dd8c6b782dedb94e6
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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: I3061fa980fccdfb358ebfaf2870b57b110ed182e
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
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