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2021-10-15Profiling instrumentation throughout the OptimizerDerek Lamberti
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com> Change-Id: Ifcdafc12ca09455af2389bf84e34b6b87bbb0b15
2021-10-15Instrument runtime network loadDerek Lamberti
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com> Change-Id: I2705fe04b5ec3a6046584d443f10d2d5cb3b5b87
2021-10-14IVGCVSW-6416 AddFullyConnected API crashes without connected weights/bias layersCathal Corbett
* Created method in Graph.cpp/hpp ConstructErrorMessageForUnconnectedInputs() to verify weights and bias are set for FullyConnected layers. * Above method called in Graph.cpp InferTensorInfos() to print a more descriptive message when the weights or bias for a FullyConnectedLayer is not set. * Added try-catch in TestUtils.cpp Connect() to ensure input slot is available when connecting two layers. This ensures we catch the case where bias is is not enabled and we try and set a bias layer. * Added unit tests to check for LayerValidationError when weights or bias is not set on a FullyConnectedLayer. * Added unit test to check for LayerValidationError when bias is not enabled and we try and connect bias to FullyConnected Layer. * Seperated FullyConnected EndToEnd unit test method into two methods. First, performs tests on EndToEnd examples asserting output value. Second, performs tests on error catching. * Added comments to created methods. Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: I5207d8c5ebacfff598556742ccd4f53eef7dee0c
2021-10-13Revert "Disable Sin support in Neon"ryan.oshea3
This reverts commit 89fd793e179bf250c6c390c08dc42760343aa21b. Reason for revert: Issue resolved Change-Id: I3acba62b553c4e7b739167c8ef4a6abc6936adf8
2021-10-12Github 581 - Upgrade doctestJan Eilers
* Upgrade doctest to version 2.4.6 to allow Arm NN to build with glibc 2.34 Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Iff2ef286ba5ad0e0ec0f54f510253a2ec4b464d3
2021-10-08IVGCVSW-6449 Add GEMM operator support to ONNX parserNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I3c6979c72d44a15fb2dc3afc22ac30d1428684b0
2021-10-08IVGCVSW-6313 Support pre-importing outputsFinn Williams
* Add ClearImportedInputs/Outputs function to IRuntime * Add UnImport function to ITensorHandle * Remove mutex from IWorkingMemHandle Change-Id: I34c9b6e1618755e10f3b4597afa1d9a9ea97e5fe Signed-off-by: Finn Williams <finwil01@e127804.cambridge.arm.com>
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
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