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2021-10-08IVGCVSW-6417: Catch AddFullyConnected API error when weights TensorInfo ↵Cathal Corbett
isn't set * Updated code in Graph.cpp InferTensorInfos() to be more descriptive. * Added method VerifyConstantLayerSetTensorInfo() in Graph.cpp/hpp to error when ConstantLayer TensorInfo is not set. * Updated Optimize() in Network.cpp to call VerifyConstantLayerSetTensorInfo(). * Added unit test with ConstantLayer TensorInfo not set to catch error in VerifyConstantLayerSetTensorInfo(). * Added comments around method VerifyConstantLayerSetTensorInfo(). Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: I366596243f7c5823676222e2d0cce1335bc8c325
2021-10-07IVGCVSW-6459 Add support of scalar and flexible output datatypes to ONNX parserNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Id1e933f6ae55ddc1a57c80c9f6a5757ccb61f018
2021-10-07IVGCVSW-6461 Building Arm NN failed after adding Conv3d to TFLiteparserMatthew Sloyan
* Add hash define to Conv3d for backwards compatibility when compiling with TF 2.3.1 Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I70eec3b26430240852938af34b065b32bab91ebe
2021-10-07Fix compile errors/warnings found on MSVCRob Hughes
* Fix incorrect type used for loop variable (leading to conversion warnings) * Fix use of non-standard datatype u_int8_t Change-Id: Ide43d504e2df259c036e38c448247636dba278ad Signed-off-by: Rob Hughes <robert.hughes@arm.com>
2021-10-06IVGCVSW-6338 IMemoryOptimizerStrategy Create a wrapper validator strategyFrancis Murtagh
* Add validator wrapper * Add validation logic: Condition #1: All Memblocks have been assigned to a MemBin Condition #2: No Memblock is assigned to multiple MemBins Condition #3: No two Memblocks overlap in both the X and Y axis Memblocks can overlap on the X axis for SingleAxisPacking Memblocks can overlap on the Y axis or the X for MultiAxisPacking but not both * Add test strategies and tests for overlap, duplicates and unassigned blocks Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I7a779b35538ecf18a33b62b84512eba69eda1f86
2021-10-06IVGCVSW-6165 Add Support for Conv3d to TfLiteParserMatthew Sloyan
* Added CONV_3D operator support. * Fixed TfLiteParser test issue where QAsymmU8 tests were incorrectly using the Boolean comparison function. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I9db03b54b6de63f918717af80c5ac5310fe26183
2021-10-06IVGCVSW-6300 'IMemoryOptimizerStrategy Add strategy library and add support ↵Sadik Armagan
in BackendRegistry' * Updated IRuntime interface for providing custom memory optimizer strategy. * Enabled selecting existing memory optimizer strategy by using BackendOptions * Added MemoryOptimizerStrategyLibrary that sets one of the existing memory optimizer strategies selected by user Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I037f8ac8efa79c0f71bd63e379101e3ad92d80c9
2021-10-05IVGCVSW-6382 Add Concat operator support to ONNX parserNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I435723160e9b639a70e0b48ee9d722d306461291
2021-10-02IVGCVSW-5985 Remove deprecated codeJan Eilers
* Removes deprecated AddLayer, IsLayerSupported functions * Marks the whole LayerVisitor class as deprecated not just the constructor. This required to wrap all Accept functions in a no deprecate macro because the LayerVisitor is used as a parameter in there * Removes usage of deprecated LayerVisitor and replaces it with ExecuteStrategy. This required a few structural changes in the unit tests * Adds a default implementation for IStrategy called StrategyBase * Changes pyarmnn to use non deprecated constructor for INetworkProperties and adds related unit test * Marks usage of deprecated code in pyarmnn as deprecated. This required to extend INetworkProperties to allow backwards compatibility * Removes deprecated functions from CpuAcc, GpuAcc and Ref backends Note: This patch breaks compatibility with backends that are not updated in this patch !android-nn-driver:6325 Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Id13b6f37a74d26eadeda2da1dc92915e725ed5a5
2021-10-01IVGCVSW-6163 Add Conv3d FrontEnd and Ref ImplementationMatthew Sloyan
* Added front-end * Added Reference workload * Added Serializer & Deserializer support * Added unit tests * Added NDHWC DataLayout Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Iec4d39e7433b5334d52fa44cf8efc6bcd39319d8
2021-09-30IVGCVSW-6293 Add Unit test int8 Channel ShuffleTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Icf69b4c707014c5ae76425ad326bd2826381f305
2021-09-30Check for GNU-like compiler before appending argumentsRob Hughes
This code was assuming a gnu-like compiler, which might not always be the case. This patch adds a if-statement to check, similar to other code in the CMake files. Change-Id: I1c807b68b15365241c4d349c42c612145ad9a105 Signed-off-by: Rob Hughes <robert.hughes@arm.com>
2021-09-29IVGCVSW-6382 Add Unsqueeze operator support to ONNX parserNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ie0b68b08fc31444c58b0ffc9babdd456bbb51f35
2021-09-29IVGCVSW-3716 Add EndToEnd Layer test for Channel Shuffle WorkloadTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I43d052d020f90c13688901929cd22c715471ef4f
2021-09-29IVGCVSW-3707 Add Channel Shuffle Workload to CpuAcc backendTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I2e3dee3c73fe58c7cfcb3ce3667884202f46e6aa
2021-09-28IVGCVSW-3706 Add Channel Shuffle Workload to GpuAcc backendTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ic37fc49a97a5ca570a23bc415d15ee3841534336
2021-09-24IVGCVSW-3705 Add Channel Shuffle Front end and Ref ImplementationSimon Obute
* Add front end * Add reference workload * Add unit tests * Add Serializer and Deserializer * Update ArmNN Versioning Signed-off-by: Simon Obute <simon.obute@arm.com> Change-Id: I9ac1f953af3974382eac8e8d62d794d2344e8f47
2021-09-24IVGCVSW-6382 Add Gather operator support to ONNX parserNarumol Prangnawarat
* Add ParseGather to support Gather operator on ONNX * Add Support of int64 converted to int32 for constant * Add OnnxParserTestUtils * Refactor ValidateTensorShapesFromInputs of GatherLayer * Unit tests Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ie9dff640240e14a062fef38f7faf0ccc212de5f7
2021-09-23IVGCVSW-6181 patch to allow building against tflite > v2.3Jim Flynn
Change-Id: I292add699b2af32fab87b98929fe6fee79fdf356 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2021-09-23Fix catch by valueFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I257c3e79fa715170ac57caafc59131057c3a3b9c
2021-09-23Fix undefined reinterpret_cast in BFloat16.hppDiego Lopez Recas
This fixes gcc builds with version 8 or above. Signed-off-by: Diego Lopez Recas <Diego.LopezRecas@arm.com> Change-Id: I4b886854f4f3391f766e95c3478d3a5f9661507a
2021-09-21Revert "IVGCVSW-6181 patch to allow building against tflite > v2.3"Jim Flynn
This reverts commit fc8d434bb318aebb433a2f6d8ce9c066cd9c1b1e. Reason for revert: Causes failures in the armv8 builds need to back out and fix again later Change-Id: I5ccdbb622caaa6413de41e1ee073f38dcabff7d8
2021-09-16IVGCVSW-6382 Add Shape operator support to ONNX parserNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I3547effcbebf1ebc02d3b20f5db394a26991424d
2021-09-16Add support for Clip with attribute on ONNX parserNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I1bae42dade7eabf3da09252066e912e803a8ea32
2021-09-15GitHub #577 slice layer does not handle a size of -1Mike Kelly
* Added support for size of -1 A size of -1 is treated as size = dimension - begin Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I4e381a3794852ec45be029028e2d29bc87791635
2021-09-15IVGCVSW-6331 Fixup include directive in RedirectMembersToConstantInputsFrancis Murtagh
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I2503e6995c83316094257318743a756da600bb6c
2021-09-15Fix incorrect string name for workload constructKeith Davis
Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I0334a772c1453a1d568f27cddea9d0effff8a0a0
2021-09-15IVGCVSW-6312 Support pre-importing inputsFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: Ifc5e6f2e36767cb2a5cbf281d40ec9989b581abc
2021-09-15IVGCVSW-6181 patch to allow building against tflite > v2.3Jim Flynn
Change-Id: I4199239228f7d5f4c819a7fe04cca059a830bf1f Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2021-09-15IVGCVSW-6298 'IMemoryOptimizerStrategy Add declarations and constant layer ↵Sadik Armagan
strategy' * Added IMemoryOptimizerStrategy interface * Added ConstLayerMemoryOptimizer strategy Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I6a92e659379e5cc39c375b669678eee8a8c08c20
2021-09-14IVGCVSW-6339 'IMemoryOptimizerStrategy Add backend capabilities'Sadik Armagan
* Added ExternallyManagedMemory capability, set false for backends * Added MultiAxisPacking capability, set false for backends Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I96a2b66ed069a82552dae33f6e8ebe067bbd6c44
2021-09-06IVGCVSW-4578 Initialise m_PacketDataLength in constructor for SendTimelinePacketJim Flynn
Change-Id: Ie97436006c53492896172c4c59df94efe8047feb Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2021-09-03IVGCVSW-6262 Add support for Reduce ProdTeresa Charlin
* Tflite parser * Tflite delegate * Serializer * Deserializer * Ref, CpuAcc and GpuAcc workloads Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I601a9ee1680b372c7955d9a628857d08c3cfd377
2021-09-02IVGCVSW-6344 Remove definition of CapabilityTestHelper if no backends are ↵Finn Williams
enabled Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I97b3302204e6a576220c800e21c5d031c84819a5
2021-09-02IVGCVSW-6294 Added support for LRN to TfLiteParserMike Kelly
* Added support for LRN to TfLiteParser Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Ia34441a4adeecd1f17c65af047d6c207729703ec
2021-08-31MLCE-530 Add support of int8 weight for UnidirectionalSequenceLstmNarumol Prangnawarat
to Ref backend and armnn delegate Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I203d0029c12221228ffe229acda3c90594394e9b
2021-08-26IVGCVSW-6311 Add the pre-import backend capabilityFinn Williams
* Update acl and ref backend capabilities * Add check for AsyncExecution capability in LoadedNetwork * Add new exception for capabilities Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I2f053c845a64f336e96d452793639c6e0d3eaa89
2021-08-24IVGCVSW-6216 PCA: Documentation UpdatesDavid 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
2021-08-20IVGCVSW-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>
2021-08-20IVGCVSW-6249 Add ProfilingDetails Macros to all workloads in Ref, Neon, CLKeith Davis
* Add functionality to only output network details in ExNet Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I0c45e67193f308ce7b86f1bb1a918a266fefba2e
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
2021-08-13IVGCVSW-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
2021-08-12IVGCVSW-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
2021-08-11IVGCVSW-6297 'Issue with Profiling output'Sadik Armagan
* Added missing comma to output. Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I10dde7666ea1e6ea7ebe5bd497d18fc838cb9812
2021-08-11IVGCVSW-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
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