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2021-06-29Fix segfault in IsLayerSupportedTestsMatthew Bentham
DummyLayer<> was not implemented for QLstmLayer, so the default implementation was getting called. This caused null weights to be dereferenced in WorkloadFactory during IsLayerSupportedTests. While this would often not cause a crash, it could be reliably detected by running the UnitTests with Undefined Behavior Sanitizer. Change-Id: I7a49b18b8292632436b0aae52d6607e28fdd1839 Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
2021-06-29IVGCVSW-6027 Add IsConstant flag to TensorInfoJan Eilers
Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I7cb0a6a8856d8cd9949bec83c1ddce0a454fdf63
2021-06-24Disable Sin support in NeonNikhil Raj
* Disabling until ACL fixes COMPMID-4586 Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: Icabfa20062561201b6d7f850443a7eb2fad64e7b
2021-06-23IVGCVSW-6062 Rework the async threadpoolFinn Williams
!android-nn-driver:5802 * Extract the threadpool from LoadedNetwork/Runtime * Refactor the threadpool to be handle multiple networks * Trim IAsyncExecutionCallback and add an InferenceId to AsyncExecutionCallback * Add AsyncCallbackManager class Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I36aa2ad29c16bc10ee0706adfeb6b27f60012afb
2021-06-21Remove remaining boost testsMatthew Sloyan
* Updated unit tests to use doctest. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I5231225cd0830f16cc0ef20e9ef27e7b92feab19
2021-06-21IVGCVSW-6099 Fix BackendsCompatibility tests with only Neon or CL enabledFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I70492e34351f72ac700b24e40e1f7572f66a76f2
2021-06-18IVGCVSW-5810 Create a skeleton armnnTestUtils libraryMatthew Sloyan
* Moved useful test utilities to new static library. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ib800e0737bc5f78399cffa501483b4d26356215c
2021-06-18MLCE-510 Add CpuRef Shape Operator to ArmNNKeith Davis
* Add TfLiteParser and delegate support Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: Id3219ba7cc7128b5e73de2c7d8d076a40dcce9c5
2021-06-17Print Log and Sin Elementwise on dot graphTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I9a502ad1103b999038ae97b13eac2f918e80c618
2021-06-16Fix compilation failure in CL Master nightlyNikhil Raj
* This failure is caused by a patch from ACL side https://review.mlplatform.org/c/ml/ComputeLibrary/+/5769 * Update acl pin to 08302c17cd57356b35d46e17dc8d8f76672da5cf Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: Ic282efe87dc417c83034a5c9b94bc77717abc003
2021-06-16Refactor Network.hpp to be in alphabetical orderKeith Davis
Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: Ib31d239ce0b85639e1984ed91edccdbdeb12a57e
2021-06-16MLCE-510 Add CpuRef Shape Operator to ArmNNKeith Davis
* Add front end * Add reference workload * Serialization/Deserialization * Add unit tests * Update ArmNN Versioning Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I6fcb1fa341d6f08dea4003b13544e6e9f53fefd3
2021-06-16IVGCVSW-6088 Add Sin and Log to ElementWiseUnaryTeresa Charlin
* Ref workload * Cl workload * Neon workload * Serializer * Deserializer * Remove boost include from TensorTest.cpp Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I498548169cc77609c55cf3105f1de5a7429772cf
2021-06-16Fix broken link to Ndk guide in armnn Readme.mdNikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I1e96c0b15721e522346e2b66f4e3d388225cebde
2021-06-16IVGCVSW-5826 Change weights layout for depthwise to [1,H,W,I*M]Jan Eilers
* This change is necessary because tflite uses a [1,H,W,I*M] format and uses the I*M dimension for per axis quantization. Our previous layout [M,I,H,W] can't handle the correlating quantization scales. * Updates Onnx-, TfLiteParser and TfliteDelegate * Updates the CpuRef, CpuAcc and GpuAcc backends * Adjusts unit tests * Adds test to ensure models with old layout can still be read and executed * Adds conversion function to previous layout [1,H,W,I*M] --> [M,I,H,W] which can be used by backend developers !android-nn-driver:5553 Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ifef23368b8c3702cf315a5838d214f7dc13c0152
2021-06-16IVGCVSW-5835 Move the src/profiling/LabelsAndEventClasses class to ↵Nikhil Raj
profiling/common Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I83de0fe9c83ec7e698817095ce5cfe3319c36ea6
2021-06-11IVGCVSW-6083 Add an advisory FAQ entry about TF lite benchmarking tool.Colm Donelan
* Minor errors in parameter usage result in segmentation faults. Add an FAQ entry highlighting this and giving a tested example. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: I6dd1812329a500276931f2c1fd37fbc14c507f36
2021-06-11IVGCVSW-5963 'Move unit tests to new framework'Sadik Armagan
* Used doctest in ArmNN unit tests Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Ia9cf5fc72775878885c5f864abf2c56b3a935f1a
2021-06-10Update ACL pin to a5c428a5428d1c7a9d1d03fd198d6a8578b6c12cNikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I7e3ea38fcadf0b8887e41c6ca25c83bff14ba774
2021-06-09IVGCVSW-5855 Refactor the reporting of capabilities from backendsFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I05fc331a8e91bdcb6b8a2f32cfb555060fc5d797
2021-06-08IVGCVSW-5834 Move the IProfilingGuidGenerator and ProfilingGuidGenerator ↵Nikhil Raj
into profiling common Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I0d672cc782cc2de66a88acf0d83fcd40208ace95
2021-06-04COMPMID-4548 Print Elementwise Descriptor on dot graphTeresa Charlin
*Order the functions alphabetically Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ia19f2727733026aefab17ebce0cabb66863a7af7
2021-06-03Remove duplicated check for Dequantize input type not supportedTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ie05412091c25dc67f9d5d842aa1b63350fba9ee7
2021-06-03IVGCVSW-6065 Update Debian Packaging for 21.05Francis Murtagh
* Update docs to account for TFLiteParser version being different Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: Ic7d9f0c4624830766c5ad0d086fa58277e97ebdf
2021-06-02IVGCVSW-5962 Remove boost::multi_arraySadik Armagan
* Replaced all instances of boost::multi_array with flat vectors. * Updated LayerTestResult struct with new member variables. * Updated CompareTensor function to compare flat vectors and the shape. * Removed MakeTensor function from TensorHelpers.hpp. * Removed GetTensorShapeAsArray function from LayerTestResult.hpp. * Removed boost::array usage. * Removed boost::extents usages. * Removed boost::random usages. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Iccde9d6640b534940292ff048fb80c00b38c4743
2021-06-02COMPMID-4544 Print Comparison Descriptor on dot graphTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I01ef1dda44e5c6e6a71a6fcd49486e2135dc1822
2021-06-01IVGCVSW-5833 Move the ProfilingGuid out of Types.hpp to its own header in ↵Nikhil Raj
profiling common !android-nn-driver:5691 Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: Ib71af0831e324ac6bd27b1a36f4a6ec1a703b14a
2021-05-31MLCE-500 Link zlib library to ArmNNKeith Davis
* Bug fix: link only on Android Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I9f13da41bea9ffc72b75f21cef4faf1902341100
2021-05-31IVGCVSW-6059 Fixing PermutationVector.end() to cope with dimensions < 5Colm Donelan
* PermutationVector.end() was returning the end of the fixed size array m_DimMappings rather than the number of mappings set by the constructor. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: Ie218f7922e8c9c35c1dc702e43a5ee2fd1a61ff0
2021-05-27IVGCVSW-6061 Add PRELU support to TF Lite delegateJames Conroy
* Alpha is supported both as a constant and as an input tensor. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I20f30d479b87dc5fbcf75a1ce5305d70ae9b0646
2021-05-27IVGCVSW-5781 Ensure Threadpool Memhandles are created after constant layer ↵Finn Williams
allocations Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: If20572706d14df05e6d95ba436b364876d839495
2021-05-27IVGCVSW-6079 Fix circular dependencyNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I29793ece7b6bfc015c643be3ed16529ab50f0d7d
2021-05-27CSAF-235 Small fixes to Arm NN Delegate Image Classificaton ExampleHenri Woodcock
Signed-off-by: Henri Woodcock henri.woodcock@arm.com Change-Id: If3aed2e50c82418e016c78479896f987961b0e9f
2021-05-26IVGCVSW-6009 Enable creating thread pool with 1 threadKevin May
* Allow the user to use create a tread pool with a single thread * This is in keeping with how the android-nn-driver was implemented * Add it to ExecuteNetwork thread pool creation Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I05b8048a9e0e45ae11d2b585080af28d9d008d81
2021-05-26IVGCVSW-6009 Integrate threadpool into ExNetKevin May
* Remove concurrent flag from ExecuteNetwork as it is possible to deduce if SimultaneousIterations > 1 * Add void RunAsync() * Refactor some unit tests Change-Id: I7021d4821b0e460470908294cbd9462850e8b361 Signed-off-by: Keith Davis <keith.davis@arm.com> Signed-off-by: Kevin May <kevin.may@arm.com>
2021-05-25IVGCVSW-6072 NeonReduceWorkloadValidate not declared in ↵Matthew Sloyan
IS_MULTI_AXES_REDUCE_SUPPORTED * The wrong validate function was being called in ClReduceWorkload.cpp. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I534f5fffa5d77ae5bd804ae8326f5d78de37275b
2021-05-25IVGCVSW-3649 Add Prelu with different alpha dimension test to TfLiteParserNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I982ecd66ea3ed4d88934cd8254832eecb4a7adb4
2021-05-25IVGCVSW-3649 Add TfLite parser support for Prelu layerNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I3dedcc86efe1a67c709d9da636953e2fc400107b
2021-05-24IVGCVSW-6069 Add Unit Test for Pad + DepthwiseConv and Pad + ConvTeresa Charlin
*All fold pad test are now in a separate file Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ic0b0436f6b0194404f9a3f1553e2f69524b63580
2021-05-24Bugfix: Fix cl_ext.h include path in CL backendFrancis Murtagh
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I560c9f6297e9552bab26a6f88765830409be78c3
2021-05-24IVGCVSW-6069 Fold PAD into Depthwise ConvolutionTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ib01629256309cfe17f341909d5b9bbbb09361422
2021-05-21Update ACL pin to 13c497a8a9a4aa9353719afe53ccc7db50da74feNikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: Iee176ecdda6e9e1f9d1036c9d35b009787df8796
2021-05-20CSAF-235 Arm NN Delegate Image Classificaton Example.Henri Woodcock
* To be used in developer.arm.com Image Classification with guide. Signed-off-by: Henri Woodcock henri.woodcock@arm.com Change-Id: I3dd3b3b7ca3e579be9fd70900cff85c78f3da3f7
2021-05-20MLCE-418 Reduce layer does not support multiple axesMatthew Sloyan
* Added backend specific optimization to chain new reduces layers for each axis to simulate behaviour of a layer with multiple axes. * Added function to calculate reduced output shape. * Added unit tests. * Includes rework to fix IVGCVSW-5987. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I154b3698b5e6756b05b2a0b5a3f0896184efce72
2021-05-19IVGCVSW-5964 Removing some obsolete Boost references.Colm Donelan
Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: Ic0a2e62e3808caf89ee429ec184d947a04340248
2021-05-18IVGCVSW-5964 As part of Boost removal this Windows only code is obsolete.Colm Donelan
This block of code to help our Windows user is no longer relevant with the removal of Boost. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: I0f63277cd6913b8edfbcccf3f2cd1880227c35ec
2021-05-18IVGCVSW-6026 Delegate VisitUnpackOperator not supported errorKevin May
* Determine Splitter outputs to correctly perform validation * Add validation for a Reshape Layer * Add back the Num6 Axis2 test to CpuAcc and GpuAcc Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I1e8108ce50d81420057d7a8b098a07eda63c5c8d
2021-05-18IVGCVSW-5964 Removing some remaining boost utility usages from tests.Colm Donelan
* Adding a basic PredicateResult class to replace boost::test_tools::predicate_result * Replacing all uses of boost::test_tools::predicate_result with the new armnn::PredicateResult class * Replacing use of boost::test_tools::output_test_stream output with std::ostringstream in ProfilerTests.cpp Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: I75cdbbff98d984e26e4a50c125386b2988516fad
2021-05-14MLCE-500 Link zlib library to ArmNNKeith Davis
Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I7c47d0db778456380026cf56865e367e469067e3
2021-05-13IVGCVSW-6026 & IVGCVSW-6025 Delegate Unit Test Errors in ConsoleKevin May
* Remove unsupported Delegate Unit Tests for CAST and UNPACK Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I03e460a77ee54e63e024d58e8f032246eaa9bac3
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