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2023-01-13IVGCVSW-7173 Add Rsqrt to Tosa Ref BackendDavid Monahan
* Added ElementwiseUnary support with a mapping for Rsqrt * Added unittests * Added Rsqrt EndtoEnd tests for all backends * Changed TosaRefLayerSupport to default to false on unsupported layers Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I3eaa9c684647ead61520a563815581aa68bee51b
2023-01-12IVGCVSW-5128 Add EndToEnd test for REDUCE_SUMTeresa Charlin
* Call Reshape EndToEnd test from 3 backends * Tidy up some naming of tests. Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I5546af35e89d352d3f1529368518aecc0a4a534b
2023-01-12Fix wrong last layer is Types.hppTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I55c1020dbfe13af439236fa72057f114e78e8bd3
2023-01-12IVGCVSW-7244 ConcatLayer overlapping views on TFLiteParserMike Kelly
* Added ability to calculate dynamic tensors and propagate them through the model so that when those tensors are later used as inputs they have the right shapes. * Added InferOutputShapes to DetectionPostProcessLayer. * Added InferOutputShapes to MeanLayer. * Added InferOutputShapes to RankLayer. * Added InferOutputShapes to ReduceLayer. * Fixed typos in TfLiteParser. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I880c0716938ef278f5dbf01a8a73a5cc99ce5ded
2023-01-12IVGCVSW-7418 Allow working copy SubgraphView to get Original SlotsFrancis Murtagh
* API to remove need for workaround so backend users can get slots * OutputSlots outside the SubgraphView needed to obtain TensorInfo * Fix a few Copyright headers * Add shared_ptr back to original subgraph view using std::enable_shared_from_this Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I033a00d6fc4020619d406ac06a156b7e380a426a
2023-01-12Fix delegate fallback during VisitNodeRyan OShea
During VisitNode throwing an ArmNN exception incorrectly terminates the process instead of handing over to tflite * Catches ArmNN exceptions during VisitNode Signed-off-by: Ryan OShea <ryan.oshea3@arm.com> Change-Id: I6c71be11e9b73694747b27fe9febab8d9669b4d4
2023-01-11Move tuning and IClTensorHandle code from cl to aclCommon backend.Cathal Corbett
* Required to enable easier future merging and rebase into experimental/GpuFsa as part of IVGCVSW-7380. Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: I066dcf00523ff430a0908666e452548ab848bd86
2023-01-10Catch exception by reference instead of by value.Cathal Corbett
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: Id765f6d766e623a157b614ca935113a9f32a5801
2023-01-10Update --compare-output description in ExecuteNetwork parameters.Cathal Corbett
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: Ic6bbbaa04aabaa5c3fd525acd5121f07d3392120
2023-01-10IVGCVSW-7402 Fix for Native crashes in Arm NNAPI SLKevin May
* Instead of extending ArmnnDevice with ArmnnDriver make it a member * This will allow us to construct the ArmnnDriver and return a DEVICE_UNAVAILABLE NN_ERROR instead of segfaulting with the armnn::InvalidArgumentException if we cannot create a device Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: Ibbcdbeb33dfd170dd1fb393204620e5b9e6342b8
2023-01-09IVGCVSW-7418: Can't call SubstituteSubgraph on working copy of subgraph in ↵Matthew Bentham
Optimize * Add unit test for WorkingCopy of SubgraphView with Inputs and Outputs * Added check to ensure InputSlot is connected before trying to disconnect Signed-off-by: Matthew Bentham <matthew.bentham@arm.com> Change-Id: I261d55e38c94687a9de64cdee726a7c7442ed537
2023-01-09IVGCVSW-6493 Add GpuAcc Batch MatMul workload Fp32Teresa Charlin
* GpuAcc only supports up to 3D, so no 4D test have been added Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ie926cd45c350be624cbdc6cb27c89d2d3f60884b
2023-01-09Update ACL pin to f800adf185e966b16385f65b9c7250766949dbe4Nikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: Ia783db31d553e2a70067fde6efbaba6644490980
2023-01-09IVGCVSW-6632 Return INetwork* not INetworkPtr& from ↵Francis Murtagh
OptimizationViews::GetINetwork() * Also provide API to return reference via GetINetworkRef(). Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I80f4912cb7e22a2023e9bb880182ad4610c219e9
2023-01-06IVGCVSW-7031 Generate static execute networkRyan OShea
* Build ExecNet lib dependencies as object libs except libarmnn * Disable PIPE when building static ExecNet * Remove multiple definition from AsyncExecutionCallback * Disable DynamicBackend for ExecNet Static build * Disable inference tests for TfLiteParser and ONNX during static ExecNet * Remove Tensorflow Parser if condition * Add Disable thread macro to InferenceModel * Don't compile dynamic backend symbols in Runtime.cpp for Baremetal and Exenet Static Signed-off-by: Ryan OShea <ryan.oshea3@arm.com> Change-Id: If41c063eab5f05b3df0a6e064924a36a177f116a
2023-01-05Add backend name to delegate test names that did not have it.Teresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: If9531f74d0b503c36f1b72ef51eee7e9f65559f2
2023-01-05Deregistering custom allocators in RuntimeImpl destructor.Colm Donelan
Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: Ib148daf81700d9038d6e91a35c9c17e770c26e84
2023-01-05GitHub #543 Problem Parsing Mixed-Precision ModelMike Kelly
* Fixed bug when converting Constants with Per-Axis Quantization Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Ifbea23e60483746ec987da491dae96e74cb33af4
2023-01-04Revert "IVGCVSW-7297 When creating multiple Executors only the last"TeresaARM
This reverts commit 21cf67af47a9cebbc10a98184c204fffa3722abd. Reason for revert: IVGCVSW-7397 Segmentation fault/Bus error in Backends CI job nightly Change-Id: I563e79700a857f8cf0fce0923a7040aeda29629b
2023-01-04Fix Npu main build issueNikhil Raj
* This fixes the build failure happening in nightly job running Arm NN and EthosN main branches Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I2b1f861fdfef2b6025dfdcc0725b00c82fac13a8
2023-01-04Update ACL pin to 3558c5840e7c973e2b1a86ae3a9335b44cad59d4Nikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I8cf59fab3b4a06de69a3825f92b42464c0d552ce
2023-01-04IVGCVSW-7211 Fix float16 operators being wrongly unsupported with ↵Cathal Corbett
android-nn-driver. * Not a concern with the delegate/parser as tflite builtin operators have little float16 support * Will also fix float16 workloads running on the support_library. Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: Iec2033dbc8ece2140b188de1f193c344a68b9c36
2023-01-03GitHub #709 Provide a CreateNetworkFromBinary method for the ONNX parserMike Kelly
* Added CreateNetworkFromBinary to the ONNX parser Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I5ca72ee49c7b098f9fb4aaf55a8bc077230cb30e
2023-01-01IVGCVSW-7390 Bold text not appearing in doxygenNikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I409ba5ccdd1f62f4142f69cf99bb6c78042a41e6
2022-12-23IVGCVSW-7369 Fix failing PyArmNN testCathal Corbett
* test_optimizer_options_fail test failing due to BF16 check removed from OptimizerOptions() in IVGCVSW-7214 Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: Ibce5c0b0324f6d8761ffcb3e84532ca2656fcbc0
2022-12-23IVGCVSW-7343 Add Transpose support to TOSA Reference BackendCathal Corbett
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: I11505f672349e1f04143edfdc2df8775f685372d
2022-12-23Remove Network.cpp debug message merged in "Optimize the calling of ↵Cathal Corbett
IsLayerSupported()." Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: I7fa4110a1b545c1fcd79e387d53ae7d6cd381f31
2022-12-23IVGCVSW-7172 Add ElementwiseBinary (Subtraction & Multiplication) support to ↵Nikhil Raj
TOSA Reference Backend * Removed AdditionOperator and moved to new ElementwiseBinaryOperator. Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I8ce20f7575d68334aadcd176827bca3db53d0052
2022-12-22Update ACL pin to e317baf74dd6206932877e254350b9ab913426f1Nikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: Ice8000c47664faf967809d3ac4dd79ceafafa03d
2022-12-21Refactor, remove m_ImportFlags from ClTensorHandleFactoryMatthew Bentham
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com> Change-Id: Ia7d714eb227a96ad9eeb1441afbc83e6ad2bb197
2022-12-21Add profile data for explicit copy of input and outputsMatthew Bentham
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com> Change-Id: I54d4a017e5f2d0bbeb742b6a33121e9ca5327f47
2022-12-20IVGCVSW-7409 GPU backend options not being passed from the delegate.Colm Donelan
Two problems here: * First the Delegate was using the parameter options after the execution of std::move on it. * In ExecuteNetworkParams 3 GPU backend options were instead being set as optimizer options. Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: I61c7fad8a5819a0a4aec0243899019a342c5cc5f
2022-12-19Github #712: Use static libraries not object libraries for support libraryFrancis Murtagh
* .o files were being installed by cmake. Change-Id: Ie2056e09b4800fe208d784a90f3908d508b8cadf Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2022-12-16Bump pillow from 9.0.1 to 9.3.0 in /samples/ImageClassificationMike Kelly
* From dependabot Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Ibf4dc2a679b4d588f823b8b1f1d34f7d4a2125c5
2022-12-16Update ACL pin to a0ae8d2e6c57fd95c0edaf659b9df8b8c540d051Nikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I75ff1d006d27d53898e6749a18f52359c043ec3a
2022-12-16IVGCVSW-7379 Add xxd package to build toolKevin May
Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I5ac1f1032cc2507ce0b8677a08e9debefab2779c
2022-12-15IVGCVSW-7170 Add Concat support to TOSA Reference BackendKevin May
* Change comment for the unique tensor names in all tosa common operators Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I247b4b2365d5f0173218c5dfd11fba12d2399959
2022-12-15Small fixes in TOSA common and TOSA reference:Teresa Charlin
* alphabetical order, * specify floats * fix order of parameters in convolution operator * fix uninitiated variable in ConvertConstantTensorDataToBuffer Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ic82e6127cac6b94da4c859a284893b838ab248bc
2022-12-15Change the semantics of RefTensorHandle::Import to 'overlay' existing memoryMatthew Bentham
This makes it possible to call Import on an Allocated() or memory-managed Tensor, which is needed for the current implementation of OptimizerOptions::m_ExportEnabled to work (as the last layer before the OutputLayer needs to be able to Import the user's OutputTensor, but this is done after other memory allocation). Signed-off-by: Matthew Bentham <matthew.bentham@arm.com> Change-Id: I1a885c2da7b1f0f3964ae53b8135b5e96a66614f
2022-12-15IVGCVSW-7168 Support simple model in the TOSA Reference BackendMatthew Sloyan
* Fixed issue where duplicate tensors where being created. * Fixed issue where output name could be generated with the wrong id. * Updated bias tensor for Conv2d, so the size matches the channel. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I1de6947e036b3e629ec6446d24d69e50603a5593
2022-12-15IVGCVSW-7204 Add TransposeConv2d support to TOSA Reference BackendMatthew Sloyan
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I9bfd597afd41468f304edfbe5d7141378ce60d4f
2022-12-14Update TOSA Reference Backend IsLayerSupportedMatthew Sloyan
* Replace current IsLayerSupported checks with ModelRunner for better validation. * Added options to be able to disable the output from the TOSA Reference Model during layer support. * Updated layer support tests to reflect actual support. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Iaea17343d0ad51b495477024c44a34d9335d1438
2022-12-14Fix bug in EthosNAcc backend detection in unit testMatthew Bentham
Test was checking a freshly constructed BackendRegistry, rather than the single instance. Signed-off-by: Matthew Bentham <matthew.bentham@arm.com> Change-Id: I7c64cf089cb406ac4e5ceefedb17163f39801b07
2022-12-14Update ACL pin to 32741725ac6e6c9658c51ed8585d314a1707ee8cNikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I6cd834ffaba9c7d598ba5c86df3d1e8bc9c86418
2022-12-14Refactor: Remove m_ImportFlags from RefTensorHandleMatthew Bentham
The import flags for a RefTensorHandle shouldn't be a data member, as RefTensorHandle can only import from MemorySource::Malloc. Instead, use m_ImportEnabled to determine what to return from GetImportFlags(). Simplifies the code in Import and CanBeImported. Signed-off-by: Matthew Bentham <matthew.bentham@arm.com> Change-Id: Ic629858920f7dd32f99ee27f150b81d8b67144cf
2022-12-13Include armnn/IRuntime.hpp in TosaCommon OneToManyMappingTestsCathal Corbett
* Error thrown when building in CLion Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: I533f11e7ce2d883e254472097fee3817584d2f49
2022-12-13IVGCVSW-7342 Add Slice support to TOSA Reference BackendCathal Corbett
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: I8be286b69bebd4cd36033e3145632bb043938d16
2022-12-13Specified Linker Language for Tosa Reference BackendMike Kelly
* Required for building within the IDE. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Icbf1b7e24cc20f579bcb6f8d82666ed480378dd4
2022-12-13IVGCVSW-7365 Fix behaviour of --import-inputs-if-aligned in ExecuteNetworkMatthew Bentham
Move call to 'SetupInputAndOutputs' to after LoadedNetwork is available. Change-Id: I101e297d1d7b2517011d4ef3f1a4927566845474 Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
2022-12-12IVGCVSW-7174 Add Reshape support to TOSA Reference BackendCathal Corbett
* Spelling corrections and code refactors added to TosaCommon * TosaDTypeToString() implemented and used in TosaRef IsLayerSupported() instead of enum integer. * Using namespace armnn in TosaCommon OneToOneMappingTests and TosaReference TosaRefLayerSupportTests instead of armnn::ClassName. * Updated VerifyTosaAttribute() to also verify certain attributes from input and output shapes. Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: I71dfca404d081a665f748ab724153c6dc36b7eca
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