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2021-12-15IVGCVSW-6626 Promote backend headers in backendCommon to armnn/backendsColm Donelan
Move the following header files from backendsCommon to armnn/backends. * MemCopyWorkload.hpp * TensorHandle.hpp * Workload.hpp * WorkloadData.hpp * WorkloadFactory.hpp Replace them with forwarding headers and a pragma deprecation message. Resolve the deprecation messages in Arm NN code. Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: I47f116b30f86e478c9057795bc518c391a8ae514
2021-12-14IVGCVSW-6453 'Move the ArmNN Test Utils code to a physically separate directory'Sadik Armagan
* Created include/armnnTestUtils directory * Moved Arm NN test utils files into armnnTestUtils directory Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I03ac54c645c41c52650c4c03b6a58fb1481fef5d
2021-11-18IVGCVSW-6452 'Move CompatibleTypes.hpp to the armnnUtils library'Sadik Armagan
* Moved CompatibleTypes.hpp to include folder * Added implementation file to source CompatibleTypes.cpp Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I94d2bffdb82a0592943f497d4f57972151d9f2db
2021-11-18IVGCVSW-6520 Extend pad workload for CpuAcc to support mirror paddingTeresa Charlin
* Add UnitTest for CpuAcc !ComputeLibrary: 6641 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ic96b9e28d133cef73312b4ac793325f5e69b3d4d
2021-11-17IVGCVSW-6509 Front End + Reference Workload implementationTamás Nyíri
Subtask of story: IVGCVSW-6164 Add a Pooling3d FrontEnd and Ref Implementation * Add front end * Add reference workload * Add corresponding unit tests Change-Id: Icce4146dd0a06a1da46a2def00a82d343e171750 Signed-off-by: Tamas Nyiri <tamas.nyiri@arm.com>
2021-11-15IVGCVSW-6519 Extend pad workload for GpuAcc to support mirror paddingTeresa Charlin
* Add UnitTest for GpuAcc Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I235900dc62fb043c5ce9c8cd4f63dcc4e5393233
2021-11-15Add missing QSYMM8 to GetPixelValue()Tamas Nyiri
* Detected to be missing after adding validation to PadWorkload Signed-off-by: Tamas Nyiri <tamas.nyiri@arm.com> Change-Id: I3b2c58f414456008543db299a8461dad5b4d2a96
2021-11-10IVGCVSW-6569 Fix SingleAxisPriorityListFinn Williams
* Fix overlap detection with strategy validator Signed-off-by: Finn Williams <finn.williams@arm.com> Change-Id: If9d9d9586864cef7d109aad24bdb0f682fefb1bd
2021-11-10Fix typo errors from ticket IVGCVSW-6420Cathal Corbett
* Typo errors from ticket 'Constant flag in tensor info is not set correctly'. Not fixed due to code freeze deadline. Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: Id80ba60647d1970115a8cf200f0d71e4fada9b30
2021-11-09IVGCVSW-6558 Fix the failing OptimisedNetworkTestsDavid Monahan
* With the new Memory Management updates input tensors should now match the backend of the layer they are attached to. Updated the test to reflect this. Signed-off-by: David Monahan <David.Monahan@arm.com> Change-Id: I4e7fbd3f2f40d349c39cdf0d7bfef1262144181b
2021-11-09Fix use of non-standard "uint" typeTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I476608976c52df97677a64af94767d3945dd9475
2021-11-08IVGCVSW-6420: Constant flag in tensor info is not set correctlyCathal Corbett
!android-nn-driver:6532 !armnn-internal-tests:372451 * Made fix to 2 out of 3 ConstTensor() constructors in Tensor.hpp to throw InvalidArgumentException when TensorInfo isConstant parameter is false. * Added new ConstTensor() constructor in Tensor.cpp to accept vector<>.data() using template<typename MemoryType>. * Fixed runtime->GetOutputTensorInfo()/GetInputTensorInfo() methods and called submethods to return TensorInfo& rather than TensorInfo. * Fixed all failing unit tests for CpuRef/CpuAcc/GpuAcc to ensure any ConstTensor created has it's TensorInfo isConstant set to true. * Added unit tests in TensorTest.cpp to ensure ConstTensor constructors throw InvalidArgumentException when TensorInfo isConstat parameter is false. * Added unit test to ensure an empty ConstTensor constructor will set TensorInfo isConatant to true. * Indentation fixes. * Fix to arm_tensor.i to add isConstant parameter to TensorInfo constructor. Added methods IsConstant() and SetConstant(). * Fix to const_tensor.py to throw ValueError when TensorInfo isConstant is set to false when constructing a ConstTensor. * Fixed PyArmnn unit tests to set TensorInfo isConstant to True when ConstTensor is used. * Added unit tests in test_const_tensor.py to ensure ConstTensor constructors throw ValueError when TensorInfo isConstat parameter is false. Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: I44e440dd0422c366d31bbdbc77ad2b4db0bde148
2021-11-08Fix MemoryOptimizerStrategyLibrary searchFinn Williams
Signed-off-by: Finn Williams <finn.williams@arm.com> Change-Id: I4ca8d9196abd0e116d420a36c780e39edbca0eb3
2021-11-08IVGCVSW-6527 Support the new memory API in loaded networkFinn Williams
* enable external memory management for neon and ref backends * change m_TensorMemoryVector to hold shared pointers * change input layer backend Id to match backend id of connected layer Signed-off-by: Finn Williams <finn.williams@arm.com> Change-Id: I2216a724028312eb101b290df3f224177826b1a0
2021-11-05Fix use of non-standard "uint" typeRob Hughes
Change-Id: I474e5e40550d61f873fd930fe33b0e1e9f9992cc Signed-off-by: Rob Hughes <robert.hughes@arm.com>
2021-11-05IVGCVSW-6412 Implement CLBackend ICustomAllocatorDavid Monahan
* Added implementation of ClBackendDefaultAllocator * Added back in some pure virtual functions that were mistakenly removed from the CustomMemoryAllocatorSample * Added a new Gralloc MemorySource for memory which originates from the gpu * Added unittests Signed-off-by: David Monahan <David.Monahan@arm.com> Change-Id: Id2abb33d82697df36426f5709756c616af3e8ed7
2021-11-04IVGCVSW-6303 Create a SingleAxisPacking strategyFinn Williams
* add fsrcnn and mobilebert memory profiles to the strategy benchmark Signed-off-by: Finn Williams <finn.williams@arm.com> Change-Id: Ibd8b26f2153c561e5c5bec477f6246d0e8ffa4af
2021-11-03Bug Fix in CpuAcc and GpuAcc workload: Gather has 2 inputsTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ifbb9332c78c843c5b937c4e1b50a8f5a75409e73
2021-11-01IVGCVSW-6528 'Build Failure on Arm NN'Sadik Armagan
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Iad30ae6ec8b34f880a855da64758b02d067501db
2021-11-01IVGCVSW-6457 Add FLOOR_DIV Support to the TfLiteDelegateJim Flynn
Change-Id: Ia4bf42b1f3f86b947825dff8e538d2d4343effab Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2021-11-01IVGCVSW-6440 Add profiling around CL workload configure callsKevin May
Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I7626d5bd82e832d5be6913719a34d76fbd1dbed8
2021-10-28IVGCVSW-5636 'Implement NNAPI caching functions'Sadik Armagan
* Get number of inputs and outputs from optimized network. * Get number of cached files if backend supports caching. Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Ie02ac123bb7df9b0593a2fe46b5bb564a5994780
2021-10-27IVGCVSW-6469 Add MirrorPad FrontEnd and Ref SupportMatthew Sloyan
* Added PaddingMode enum to PaddingDescriptor to enable Symmetric and Reflect padding. * Added Symmetric and Reflect Ref implementation. * Added Serializer & Deserializer support. * Added unit tests. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I4bed907b31742b32ccefe5e8ca39a6f1e5bd9dee
2021-10-27IVGCVSW-6169 Add GpuAcc Conv3d WorkloadTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I8b73dccc14ef71cc083896102e24afb2e56e72e2
2021-10-27IVGCVSW-6170 Add CpuAcc Conv3d WorkloadTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I3a5bfef5a0085d172fd3689e67f25af909ace2ee
2021-10-26IVGCVSW-6470 Create MemoryStrategyBenchmarkJim Flynn
* Refactor the strategy library to be more generic * Shorten the names of the current strategies * Change validatorStrat to throw exceptions Change-Id: I0d9c9ef609b2d8675e5788610d1accac6767c660 Signed-off-by: Finn Williams <finwil01@e127804.cambridge.arm.com> Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2021-10-26IVGCVSW-6301 Create the MemoryManager classTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Signed-off-by: Finn Williams <finn.williams@arm.com> Change-Id: Ia41b5252d695daabd5afaf1b2267444d24be173a
2021-10-22Bugfix: GCC-11 stringop-overread warning treated as errorFrancis Murtagh
* Occured in Ubuntu Impish * GCC Bug: https://gcc.gnu.org/bugzilla/show_bug.cgi?id=99578 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: Ic2b1ae64bb2f1362ec3eb5c2b7a829deee2e9018
2021-10-22IVGCVSW-6440 Print new Optimize and LoadedNetwork profiling pointsKevin May
* Add parent LoadedNetwork profiling point * Make generic populateParent function to print new descendents in json Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I41dc876bffae88e61a16d07fb13b062c321e78a6
2021-10-20Add ConstTensorsAsInput support for Conv3dMatthew Sloyan
* Constant weights and biases are now stored as Constant layers. * Updated Serializer, Deserializer and unit tests to reflect this. * Updated TfLiteParser. * Updated Ref backend to handle constant weights and bias as inputs rather than reading from member variables. * Added Conv3d EndToEnd test. * Added NCDHW DataLayout and unit tests. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I10cdd354ca5f1c748730f92ffdb36bf810f83c8e
2021-10-19IVGCVSW-6310 Update ICustomAllocator and add GetDefaultAllocator function to ↵Francis Murtagh
backends Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: If2879e8a82692285e7fa3f4d09abd608ca28de12
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-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
2021-10-07Fix 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-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
2021-10-02IVGCVSW-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
2021-09-29IVGCVSW-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
2021-09-15Fix incorrect string name for workload constructKeith Davis
Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I0334a772c1453a1d568f27cddea9d0effff8a0a0
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
2021-09-03IVGCVSW-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
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