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2021-08-24IVGCVSW-6216 PCA: Documentation Updatesv21.08branches/armnn_21_08David Monahan
* Added the UseCustomMemoryAllocator interface to the Backend Developer Guide * Added the GetCapabilities interface to the Backend Developer Guide Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I26e96ec1b3fe74b52c770269f3f79e688d196667
2021-08-24Update Arm NN FAQ with intermittent error informationNikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I4f2e5c975fe4f273e80c065aa57861d0d78f0ea0
2021-08-20IVGCVSW-6294 Detect and remove extraneous fp16 conversion layersJan Eilers
Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I69a6ceda0d3e8d39947df71a2ad0d365ac7767d8 Signed-off-by: Finn Williams <Finn.Williams@arm.com>
2021-08-20Make samples visible in doxygenJan Eilers
* uses the @example doxygen command to add all our simple examples into an 'Examples' tab in the doxygen documentation Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ie8ae19ca471a0616eeea7f708d547388c8ee860e Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
2021-08-19IVGCVSW-5924 Update TfLiteParser and TfLiteDelegate documentationMatthew Sloyan
* Added EXPAND_DIMS and SHAPE operator references. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I759c37db07c2ed2fa1a037a8b1e312367f4073ff
2021-08-17IVGCVSW-6073 Return Backend API Version to 1.0Francis Murtagh
* Backend API is still unstable and we shouldn't start to increment until we are ready, the change it was incremented in originally was also a major break due to the addition of a virtual method which would misalign the v-table. Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I9c15bba29fe3b3258ae592e96889402f950b2a95
2021-08-17IVGCVSW-6119: Restore FullyConnectedDescriptor::GetNumViews for backward ↵Francis Murtagh
compatibility * Deprecate publicly visible API and forward to new function name Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I25fe8a303b50ecb478abd35ca034ad09bd737fe4
2021-08-17IVGCVSW-6317 Cleaning up BackendRegistry following negative tests.Colm Donelan
* Deregister backends in BackendHintTest. * Deregister backend in ThrowBackendUnavailableException * Clean up dynamic backends when an exception is thrown from RuntimeImpl::RuntimeImpl. * Use CHECK_THROWS_AS_MESSAGE syntax in ClCustomAllocatorTests. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: I0e6e5413dd074b5fcfc9515c85cb8d40a4a0b73c
2021-08-16Bugfix: Only run ClCustomAllocatorCpuAccNegativeTest if Neon EnabledFrancis Murtagh
* Also call DeregisterAllocator on CpuAcc backend. * Removed problematic ClCustomAllocatorGpuAccNullptrTest unit test. Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ia2894c82a2b5de1c8d662551ea07b9123dd682cb
2021-08-16IVGCVSW-5924 Update 21.08 Doxygen DocumentsMatthew Sloyan
* Added ConstantTensorAsInput note to AddFullyConnectedLayer description. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I1f901023b5e421ca14183dd735996c1fe5ddb3d9
2021-08-16IVGCVSW-6076 PCA: Add support for Importing Protected DMA buffersFrancis Murtagh
* Add DmaBufProtected support to ClImportTensorHandle::Import() * Add DmaBufProtected to Map/Unmap switch case in ClBackend * Remove unreachable return statement Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I5918f6235af74ae287b8a73744a8cc979a07b0bf
2021-08-13IVGCVSW-6291 'Issue parsing profiling layer details'Sadik Armagan
* Initialized the new variable. Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I3d86d43455dd2df4246d76a2ac7cb49d8a48b786
2021-08-13Fixed logic error.Mike Kelly
* Condition used to check if m_BiasTensorInfo had a value then obtain a value from m_WeightsTensorInfo Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I1b68ed98baa54a20663728b8871dcfa35c3347f0
2021-08-12Github #562: Use standard linux multiple path delimiter for PyArmNN includesFrancis Murtagh
* Update Readme Change-Id: Iaf9e50d7c13cfd3fa1fd75fc423265288c0c7f32 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2021-08-12IVGCVSW-6078 Add support for Dma_buf CustomMemoryAllocatorDavid Monahan
* Updated supported sources in ICustomAllocator * Added MemorySource to the overridden MemoryRegion in ClBackend * Added switch statements to handle mapping/unmapping of differing memory sources * Added Import handler to map allocated DmaBuf memory Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I2125f6f6fe72363d87ead62e211fc45e4fa28b3f
2021-08-12IVGCVSW-6077 Add Custom Allocator testsFrancis Murtagh
* Add test for invalid backend and nullptr * Small refactor * Throw exception on nullptr allocator instead of assert Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I94ce4f61d7cb3123831f1acd98165ae14c40033a
2021-08-11Update BuildAndroid NDK guideNikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I4a0b78ff839004f55b47174e4ebf6461da27eaae
2021-08-11IVGCVSW-6297 'Issue with Profiling output'Sadik Armagan
* Added missing comma to output. Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I10dde7666ea1e6ea7ebe5bd497d18fc838cb9812
2021-08-11Bugfix: Update BuildGuideCrossCompilation.mdFrancis Murtagh
* Go back to armnn-devenv before making tflite directory * This is so tflite directory is in correct location for cmake * -DTF_LITE_GENERATED_PATH=$HOME/armnn-devenv/tflite Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I74730df3175cba724efcdd41cda2c2e413a5ce39
2021-08-11IVGCVSW-6087 Add an Assertion check to make sure we aren't given null allocatorsDavid Monahan
Add conditional compilation check to Cl specific header Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: Ib196b8ef4dc5fcfd1d1ccd3f29abf8e0ecd020cb
2021-08-10MLCE-530 Add support for UnidirectionalSequenceLstm to RefWorkloadexperimental/daves_custom_allocator_dmabufNarumol Prangnawarat
* Add implementation of IsUnidirectionalSequenceLstmSupported to RefLayerSupport * Add RefUnidirectionalSequenceLstmWorkload * Refactor Lstm to be able to use for Lstm and SequenceLstm * Unit tests Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ibc066d213213a11b955dfefbe518de643298ba0c
2021-08-10Adds CustomAllocator interface and Sample AppJan Eilers
* Updates the runtime options with a CustomAllocatorMap which allows to define a CustomAllocator for specific backends * Change IBackendInternal interface to use a shared pointer to a custom allocator * Update ClBackend.hpp/cpp to use the CustomAllocator * Adds an example application and unit test which uses a CustomAllocator for GpuAcc * Refactor of the interface to use MemorySource instead of the user Mapping cl_mem directly * Modify the BackendRegistry to also hold a registry of CustomAllocators * BackendRegistry Deregister will also deregister any allocators associated with that backend id * set_global_allocator within the BaseMemoryManager so that it always matches the currently used allocator Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I156d819686021865f4375e6cb7a5c5dec8fee9e8 Signed-off-by: David Monahan <david.monahan@arm.com>
2021-08-10IVGCVSW-6292 Allow profiling details to be switched off during profilingKeith Davis
* Add switch for network details during profiling Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I8bd49fd58f0e0255598106e9ab36806ee78391d6
2021-08-10IVGCVSW-6249 Add ProfilingDetails Macros to all workloads in CLKeith Davis
Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I92dd410da7ad633a46d025fdc2b26093041c439b
2021-08-10IVGCVSW-6249 Add ProfilingDetails Macros to all workloads in NeonKeith Davis
Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I7be77712a9f790928219ce91222d46cc766ab9dd
2021-08-10IVGCVSW-6289 Separate tensor shape inference and validation callsFinn Williams
* Pass m_shapeInferenceMethod to OptimizerOptions in ExecuteNetwork Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I90280fb7629092d3b66e8a3968ca9e35a0df854a
2021-08-09IVGCVSW-6119 ConstTensorsAsInput: FullyConnected Bug FixMatthew Sloyan
* Updated FullyConnected layer member variables when cloning as some backends still require them. * Added SetConstant call when using deprecated AddFullyConnectedLayer method to ensure backwards compatibility. * Added SetConstant to SimpleSample to ensure it runs on all backends. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ie7b4e4b868f23f8fcf9c41ffd12e2ea9ea53afca
2021-08-06Fix SimpleSample to use new FullyConnected APIFrancis Murtagh
* Remove deprecated code from public examples Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: Ia6c4f8d7f8c477b776d96e66085996487e8fdc75
2021-08-06IVGCVSW-5922 Update minor version for all parsers.Matthew Sloyan
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I3a3e5b017c307e374457b18712585dce210f8922
2021-08-06Update ACL pin to 21.08 release branchNikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: Ifbd13e9e7a8e238c2bb1d2cb9c48fa159eac3bba
2021-08-06Replace use of non-standard variable length arraysRob Hughes
Replace these with a std::vector for portability Change-Id: Ia6b0dc9360446ef8bba0baa88c61b4c400fcd799 Signed-off-by: Rob Hughes <robert.hughes@arm.com>
2021-08-06Bugfix: Add ARMNN_NO_DEPRECATE_WARN to simpleSampleFrancis Murtagh
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: Ia44436fc0e74ad57eb3d73cdb31956dffdc45493
2021-08-06Infer tensor shapes before graph optimizationFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I2a7a9b7b21848e2b3258788f06b01159f95a0d6c
2021-08-06IVGCVSW-6119 ConstTensorsAsInput: FullyConnectedMatthew Sloyan
* Constant weights and biases are now stored as Constant layers. * Updated Serializer, Deserializer and unit tests to reflect this. * Updated TfLiteDelegate, TfLiteParser and OnnxParser. * Updated Schema with IsConstant and ConstantTensorsAsInputs. * Updated Ref backend to handle constant weights and bias as inputs rather than reading from member variables. * Added dynamic or constant input EndToEnd tests. !android-nn-driver:5959 Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ibf3cf437df1100e4b322b0d303c575c6339f9696
2021-08-05IVGCVSW-6258 'Unittest failures'Sadik Armagan
* Fixed unit test failures happening on threads. Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I2a6048f75ece4a9f4c2116306838ff55385aabe7
2021-08-05Update ACL pin to 3f74389bf771274162dc5e6fd87bbfa2d38ea667Nikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I00a3490fd34f51f9edb3e46b90065bfc37c7946a
2021-08-05Fix for gcc 9.3.0 compiler warningJim Flynn
Change-Id: I6368925a19ee11d67b1b153cf1e7dc64eca11077 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2021-08-05IVGCVSW-6051 'Arm NN Operator Coverage Page'Sadik Armagan
* Created Arm NN Operator list page. Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I50dbdb78ea9714b0551e023f6ea7f017ad4b47bb
2021-08-05IVGCVSW-5980 Add Descriptor, TensorInfo and Convolution algorithm to JSONKeith Davis
* Add GUID as field to layer details and profiling events * Add Optional GUID param to existing tests * Improve Details macro to be inline function * Fix some formatting Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I66f192a90a7642b3ee8e7dda0d3f428cce002581
2021-08-04Fixed bugs in PreCompiledLayerMike Kelly
* Fixed PreCompiledObject type (was const void** instead of void*) * Fixed bug where a new shared_ptr was being created instead of allowing std::move to convert the unique_ptr into a shared_ptr. * Improved tests to ensure that the original pointer is maintained. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I3f50d51775ee0180c894c2843ed7bc990a771dea
2021-08-04IVGCVSW-5980 JSON profiling outputKeith Davis
* Add new ProfilingDetails class to construct operator details string * Add new macro which helps append layer details to ostream * Add ProfilingEnabled to NetworkProperties so that profiling can be realised when loading the network * Add further optional info to WorkloadInfo specific to convolutions * Generalise some JsonPrinter functions into JsonUtils for reusability * Remove explicit enabling of profiling within InferenceModel as it is done when loading network * Add ProfilingDetails macros to ConvolutionWorkloads for validation Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: Ie84bc7dc667e72e6bcb635544f9ead7af1765690
2021-07-29Fix use of non-standard datatypesRob Hughes
Change-Id: I03ef0571b24ad2bddfabf3bc5b11b614e7d7c8b4 Signed-off-by: Rob Hughes <robert.hughes@arm.com>
2021-07-29Update ACL pin to 8e2f64f214fa3ce5834db966222fa3b804e236a2Nikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I2aae71349c14e2cdf43b241da4a4acf7ddef0755
2021-07-28Different input data for every iteration of ExecuteNetworkJan Eilers
* Allows to supply different input data for every execution of a model when using the 'iterations' option in ExecuteNetwork * Removes the option 'simultaneous-iterations' because it's functionallity is now covered by 'iterations' * Adds a deprecation warning message to notify users * Little refactor of warning messages Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ib3ab0d6533f6952bfee20d098a890b653c34cc12
2021-07-28MLCE-530 Add Serializer and Deserializer for UnidirectionalSequenceLstmNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ic1c56a57941ebede19ab8b9032e7f9df1221be7a
2021-07-28Update ACL pin to 980558373f14c135a331fa23b61558c7d177edf2Nikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I6072afd1bb58ae931560c604fddf1efadce634f5
2021-07-27IVGCVSW-6011 Update Mali to r30p0 on debian hikeysFrancis Murtagh
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I977a75b403a879603f0291a58be21a227201a273
2021-07-27Update ACL pin to 22f5ed51f1b01f7cf6993a556a0b763e437926fcKevin May
* Avoid allocation of auxiliary memory in CpuGemmConvolution Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I8c7e0a7639949140677fac24256367a90ab63fdb
2021-07-26IVGCVSW-5966 'Update all the documentation'Sadik Armagan
* Update all documentation for removing BOOST library dependency Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Ie21ff096a11b7a623b1b9bb6f71eb63ea6e7b615
2021-07-26GitHub #557 wrong result in int8 modelexperimental/CustomAllocator3Mike Kelly
* Added support for qasymms8 (int8) to ImageTensorGenerator * Added qasymmu8 as alias for qasymm8 in ImageTensorGenerator * Added support for qasymms8 (int8) to ExecuteNetwork * Added qasymmu8 as alias for qasymm8 in ExecuteNetwork * Set tflite to be the default model format in ImageTensorGenerator as it's the only supported model format. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Ieda7b78e668ea390e3565cd65a41fe0a9c8a5b83
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