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2019-08-20IVGCVSW-3606 Support memory import for Reference backendFerran Balaguer
Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com> Change-Id: I94bd191f88e0911ad4e4727610e81cd7afa95512
2019-08-20IVGCVSW-3640 Add multi-channel TransposeConvolution2d unit tests to CL backendAron Virginas-Tar
* Fixed bug in multi-channel test and reference workload implementation * Enabled multi-channel tests on CL backend Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I08bb523bc68d9c93a1012b4f487a5bce36a085b1
2019-08-20IVGCVSW-3650 Add TfLite Parser support for Transpose Convolution layerMatthew Jackson
* Added ParseTransposeConv to TfLite Parser * New TransposeConv test file * Updated documentation for supported Transpose Convolution Change-Id: Id7356d8525556805c164af693ae2b16f6a8492fa Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
2019-08-20IVGCVSW-3617 Add CL TensorHandleFactoryJan Eilers
* Adds ClTensorHandleFactory * Includes some refactoring of NeonTensorHandleFactory Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I9f0874b1945050267c5ece970e6d9b200ed8a865
2019-08-19IVGCVSW-3545 Update the device specs with the dynamic backend idsMatteo Martincigh
* Now the utility function RegisterDynamicBackends returns a list of the backend ids that have been registered * The list of registered ids is added to the list of supported backends in the Runtime * Added unit tests Change-Id: I97bbe1f680920358f5baba5a4666e4983b849cac Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-08-19IVGCVSW-3653 Fix memory initialization bug in TransposeConvolution2dTestImplAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Idebe0c3f956ccac39ef8bf139d693b76e839af7a
2019-08-19IVGCVSW-3429 Add a utility Version classNikhil Raj
Change-Id: Id429f7d9176c775953c1261c5a3e9f1d565927c1 Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
2019-08-16IVGCVSW-3550 Create Command Handler RegistryFrancis Murtagh
Change-Id: I51e34068d79ba660ae2f16b22ad2bb8191d473fa Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2019-08-16IVGCVSW-3620 Fix Hal 1.2 Softmax test failures on GpuAcc and CpuAccColm Donelan
The following NeuralNetworkTests tests were failing on GpuAcc and CpuAcc: GeneratedTests.softmax_v1_2_relaxed GeneratedTests.softmax_v1_2_quant8 GeneratedTests.softmax_v1_2_2 GeneratedTests.softmax_v1_2_relaxed_2 GeneratedTests.softmax_v1_2_quant8_2 The default value for Softmax axis parameter in Android is -1 but is 1 in ACL. Detect and handle this in ArmComputeUtils.ComputeSoftmaxAclAxis. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: Ibb0660e4cb0dc6bd4c804c4397fbd61f38acdd9c
2019-08-16IVGCVSW-3639 Add 5d tensor supportMatthew Jackson
* 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
2019-08-16IVGCVSW-3425 Create the Command Handler Functor base classFrancis Murtagh
Change-Id: I59ac9b32ac594161bdc5e1de2cdee02d79fc1992 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2019-08-15IVGCVSW-3415 Create the Packet ClassNikhil Raj
Change-Id: Ie59e82e7f87f5ba6496aa8579bc9d40360d90999 Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
2019-08-14IVGCVSW-3622 Add Neon TensorHandleFactoryNarumol Prangnawarat
Signed-off-by: James Conroy <james.conroy@arm.com> Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I9f24f7d97c1e7d37ee7d58ff85c6c3f8496e52ec
2019-08-14IVGCVSW-3633 Fixed possible driver crashMike Kelly
* Fixed possible driver crash due to supportedTypes arrays with the wrong size. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I52702b84089d02d3c63ff7aa5923a9f5628bec91
2019-08-14IVGCVSW-3636 Fix Graph and WorkloaData to support backend Import functionalityFerran Balaguer
Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com> Change-Id: I634aa3b1d609ca33b196fd68ce7fb7881be73e6e
2019-08-14MLCE-126 Delete unused Protobuf header importJames Conroy
* Removed wire_format_lite_inl.h header import as it is not used by ArmNN. * In Protobuf==3.8.0, the contents of this header are in wire_format_lite.h. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: Ie3d80f49e79aedf4932a0a090635b541a11ba0f9
2019-08-14IVGCVSW-3610 Remove unused leftover variable from TransposeConvolution2dImplAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I496f95ab464f3a38e0601799a6ff6ba5ffe3a776
2019-08-14IVGCVSW-3474 Refactor Lstm and QuantizedLstm Param GettersFrancis Murtagh
* Change Getter Signatures to follow coding guidelines Change-Id: Ic02621e834dbf79b9df63f8b4c6339f71651e944 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2019-08-14IVGCVSW-3546 Extend the backend docsMatteo Martincigh
* Mentioned the TestDynamicBackend source files * Added the RefDynamicBackend example Change-Id: I395c9f6c3107a5a5b16f658327d6048ff2ae68d8 Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-08-14IVGCVSW-3416 Create Command Handler Key classFrancis Murtagh
* Add CommandHandlerKey class with all comparison operators * Add UnitTests to check key sorting in collection Change-Id: Icbd493d1e51e681cbe22a9e70ab9428a8a2ad107 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2019-08-13IVGCVSW-3635 Remove temporary check from ↵Aron Virginas-Tar
RefLayerSupport::IsTransposeConvolution2dSupported() Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I85a9563e2d12a5eb9dbcac1b70563a303905b67b
2019-08-13IVGCVSW-3616 Add multi-channel unit test for TransposeConvolution2dAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Ib9271920b39fb9d730006c79a322e32008096b56
2019-08-13IVGCVSW-3615 Update Transpose Convolution algorithmMike Kelly
* Now supports channel multiplier != 1 in Ref TransposeConvolution2d Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Ice95444025311b8b952c8f7f5fa0f1ecf483df41
2019-08-13IVGCVSW-3620 Fix VTS CpuRef failuresSadik Armagan
* Fixed Max and Min VTS test failures. Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I133f5ff43774f74ad6e1c698a3570066ad45527c
2019-08-13IVGCVSW-3607 Add CreateWorkloadFactory with TensorHandleFactoryRegistryNarumol Prangnawarat
in IBackendInternal Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Id40b825649d0447058273b8bc4f7133a3ac3c96c
2019-08-12IVGCVSW-3541 Treat an empty list of backend paths as a special caseMatteo Martincigh
* 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>
2019-08-12IVGCVSW-3546 Create a reference dynamic backend to use for testing and asMatteo Martincigh
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>
2019-08-12IVGCVSW-3598 Add Neon backend support for Strided_SliceFinnWilliamsArm
Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com> Change-Id: Ia9bf55ca93e36ad7fa052b70e477cd46078e0a30
2019-08-09IVGCVSW-3474 Add end to end tests for Quantized_LSTMFrancis Murtagh
Change-Id: Iaec6956b5c459308d77d29f699ae4558bee66cd5 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2019-08-09IVGCVSW-3603 *Json printer prints full profiling hierarchyDerek Lamberti
Change-Id: Ide5acbf993c2bcff5265b72fc979caa6f183bb22 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-08-09IVGCVSW-3597 Add complete test suite for the dynamic backendsMatteo Martincigh
* 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>
2019-08-09IVGCVSW-3596 Register the dynamic backends in the BackendRegistryMatteo Martincigh
* 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>
2019-08-07IVGCVSW-3595 Implement the LoadDynamicBackends function in the Runtime classMatteo Martincigh
* 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>
2019-08-07IVGCVSW-3608 Fix Neon depthwise convolution 5x5 failureMatthew Jackson
* 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
2019-08-06IVGCVSW-3614 Remove limitation of axis=1 support for Softmax in Cl and NeonNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Id990ae7445080f6b4d5a0e6f942f871879a52f75
2019-08-06GitHub #240 Fix bias shape in CreatePreCompiledWorkloadTest()Aron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I10b8d5e2e95eb8f48a6be29005136459c3da2957
2019-08-06IVGCVSW-3600 Update the docs with the naming convention for dynamicMatteo Martincigh
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
2019-08-05IVGCVSW-3612 Update the docs to include description of dynamicMatteo Martincigh
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>
2019-08-05IVGCVSW-3599 Create the GetSharedObjects method in DynamicBackendUtilsJan Eilers
* 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
2019-08-05IVGCVSW-3541 Get the paths where to load the dynamic backends fromMatteo Martincigh
* 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>
2019-08-05IVGCVSW-3341 Add Neon backend support for Quantized_LSTM (16bit cell state)Francis Murtagh
* 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>
2019-08-05IVGCVSW-3541 Change the makefiles to generate the necessary test filesMatteo Martincigh
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>
2019-08-05IVGCVSW-3277 Mem export/import suppor for TensorsDerek Lamberti
* 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>
2019-08-05IVGCVSW-3342 Add CL backend support for Quantized_LSTM (16bit cell state)Ferran Balaguer
!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
2019-08-05IVGCVSW-3611 Report TransposeConvolution2d as unsupported on CpuRef when ↵Aron Virginas-Tar
channel multiplier != 1 Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I784bbff3f7b6650881d3f70ba7cd1891171195b1
2019-08-02IVGCVSW-3609 Fix decoding and encoding of INT32 tensorsAron Virginas-Tar
* 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
2019-08-02IVGCVSW-3561 Fix the linker issues of the test shared objects inMatteo Martincigh
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>
2019-08-02IVGCVSW-3604 Fix channel shape calculation in ↵Narumol Prangnawarat
TransposeConvolution2dLayer::InferOutputShapes Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I2e3d5922bb89c8f3b84ff5458fda981ff177c3ce
2019-08-02IVGCVSW-3539 Add Neon support and tests for StackMatthew Jackson
* 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
2019-08-02IVGCVSW-3470 Add Quantized_LSTM testsJames Conroy
* 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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