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2024-04-24IVGCVSW-8602 Move ComputeSplitAxis() to backendsCommon/WorkloadUtilsTeresa Charlin
* Use ComputeSplitAxis in SplitOperator in tosaCommon mappings * Fix TosaRef split tests, that were missing outputInfos Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: Ib577eacdc6399242f37d25494e208aa56db6334c
2024-04-24IVGCVSW-8205 For leakyRelu, add TosaRefEndToEndTests and Fp16 in mappingsTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: I70f81d17b696c30bf7a06491281184c4ddb8afc1
2024-04-23IVGCVSW-8294 Fix quantized Conv2d TOSA mappingJohn Mcloughlin
* TosaConv2d * TosaQuantization * TosaRescale Signed-off-by: John Mcloughlin <john.mcloughlin@arm.com> Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I6c7ceca1f7df62896b41a84e6a6448afd8c32b74
2024-04-11IVGCVSW-8165: Update TOSA Common and TosaRef to use TOSA v0.80Teresa Charlin
* Keep the order of the operators in TosaRef, so that const ops go first * Remove IsLayerSupportedTosaReferenceConstantUnsupported and open ticket in MLTOSA Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ifaa6c26dd8ad7d531f1691320d8c731956b910aa
2024-02-21IVGCVSW-7854 Remove/rewrite asserts in the backends.Colm Donelan
* Identify usages of ARMNN_ASSERT that should be proper exceptions. * Change ARMNN_ASSERT in Doctests to CHECK. * Verify any remaining assertions are reasonable. Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: Ifd1f2a5a4bb60135e8654305035ec70e09c4dc2d
2024-02-08Add and tidy up activation and elementwise binary end to end testsTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I9714c4c57e923ac775dcde2951de07cea35c40ee
2024-01-23Minor fixes related to the LeakyRelu Activation support commit (IVGCVSW-7344)Tracy Narine
* Using the tosa defines from the serialization library to avoid compile errors in other backends * Fixing a bug in the version compat macro Signed-off-by: Tracy Narine <tracy.narine@arm.com> Change-Id: Ie4ee80666c6f8033bb72e0e6cb8ca5ef41933990
2024-01-17IVGCVSW-7344 Add LeakyRelu Activation support to TOSA Reference BackendTracy Narine
* Adding a one to many FP32 tosa mapping for Leaky Relu * Added a few utilities that are needed * Added new tests Signed-off-by: Tracy Narine <tracy.narine@arm.com> Change-Id: If1d7c57a523961581777a244416a7346a9310803
2023-12-21Add Quantize Support to TOSA Ref BackendTeresa Charlin
* Adding a one to many tosa mapping for Quantize * Added tests * Resolves IVGCVSW-7175 Signed-off-by: John Mcloughlin <john.mcloughlin@arm.com> Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ia0852fefb618b4a29c2601b9de8b6b2731229801
2023-12-15IVGCVSW-8113 Update EndToEnd tests and TosaReference support for MaximumTianle Cheng
* Added ElementwiseBinary EndToEnd tests with inputs of the same shape to avoid Reshape * Added Slice EndToEnd tests with 4D tensors * Added TosaReference support for Maximum and TosaRefEndToEnd tests Signed-off-by: Tianle Cheng <tianle.cheng@arm.com> Change-Id: I4fa24435a75559e00b110d0e542b4f2bf07b21b4
2023-12-14Fix incorrect Split Tosa Ref outputs checkKevin May
* Resolves IVGCVSW-7918 Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: Idd15ce139f55895957378f9a9d1471e3e48989bb
2023-12-14Add Split support to TOSA Reference BackendKevin May
* Resolves IVGCVSW-7918 Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: Ic2afaa55f7ee88ce4c9b8ea696eef5f28663f8c6
2023-12-13Add Resize Nearest Neighbour support to TOSA Reference BackendTeresa Charlin
* Add support for quantized data in TosaRefPreCompiledWorkloadGetOutput. * Remove extra includes from all TOSA operators headers. * Added positive and negative unit tests for resize. * Resolves: IVGCVSW-7346 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ib6e30d018a7a1bf26b380fc794560aae108b26c3
2023-10-03IVGCVSW-8033 Update Arm NN to use TOSA v0.60.0Narumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: If1504534fbd7d6b317fdb93083dcdbd8b827764b
2023-07-03IVGCVSW-7828 Add an Optional TensorInfo to InputSlotMike Kelly
* Updated calls to use the new function From: GetInputSlot(n).GetConnection()->GetTensorInfo(); To: GetInputSlot(n).GetTensorInfo(); * Added UnitTests Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I43184cc05e4472011b9347aaa820eb8deb1cd4a0
2023-04-05IVGCVSW-7673 Fix for failing buildMike Kelly
* Added ARMNN_NO_DEPRECATE_WARN_ to test files for Tosa and DynamicSample. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I2f1b771d719cf637e17cc423cd2211db9643a6e8
2023-01-23Refactor TOSA Common to be built without enabling the TOSA Reference backendMatthew Sloyan
* The only way to build TOSA common was to enable ARMNNTOSAREF. * Only include and link the required headers/libraries for TOSA Common. * Remove duplicate include_directories calls. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ia5a19bf5b0bb903be0248ac550439df1e8ac5aa7
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
2022-12-23IVGCVSW-7343 Add Transpose support to TOSA Reference BackendCathal Corbett
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: I11505f672349e1f04143edfdc2df8775f685372d
2022-12-23IVGCVSW-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
2022-12-15IVGCVSW-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
2022-12-15IVGCVSW-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
2022-12-13Include 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
2022-12-12IVGCVSW-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
2022-12-08IVGCVSW-7168 Add Conv2d and Constant support to TOSA Reference BackendMatthew Sloyan
* Added TOSA Conv2d and Constant mappings. * Added unique naming to mappings based on previous and following layers, so they are connected correctly. * Updated existing mappings with new naming convention. * Added all mappings to one main block in OptimizeSubgraphView. * Removed isMain from mapping functions. * Added Conv2d EndToEnd test. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I27c3e238407c32379ce25a1f01dad11523ef5d2b
2022-11-16IVGCVSW-7345 Add Pooling2d support to TOSA Reference BackendCathal Corbett
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: I73a47e513fe2d064ef233b121a68ef2edf0396dc
2022-11-09IVGCVSW-7165 Implement TosaRefPreCompiledWorkload::Execute()Matthew Sloyan
* Added FP32 support for TOSA Reference Backend. * Added main block creation to OptimizeSubgraphView, this will only occur once. Change-Id: I169dac50b78e2c693da6327962c9f1d3ae3bd712 Signed-off-by: James Conroy <james.conroy@arm.com> Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
2022-11-02IVGCVSW-7164 Implement TosaRefBackend::OptimizeSubgraphViewMatthew Sloyan
* Added TosaRefBackend::OptimizeSubgraphView implementation. * Generalised TosaRefLayerSupport::IsLayerSupported to work with any operator. * Changed TosaCommon.hpp utils to inline functions. * Added source files for TosaMappings.hpp and AdditionOperator.hpp. * Fixed multiple defines issue with HALF_ROUND_STYLE and HALF_ROUND_TIES_TO_EVEN. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ib2576ec3fb97faa3a2256b2fb93ec16ac8745760
2022-10-27IVGCVSW-7273 Fix TOSA Serialization Library integrationMatthew Sloyan
* half.hpp is now required as an include for numpy_utils.h * DType_FLOAT was changed to DType_FP32. * DType_FP16 support has been added to ArmNNToDType utility function. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ib25be9a5abfbd9db2a90b3e42d592259a6df0e01
2022-10-11Fix TosaOperatorMapping tests when building for releaseMatthew Sloyan
* Asserts are removed during a release build, which causes build failures due to unused variables. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ie36f2bd22f5b2916b03ba7e64c1895fdf21f11f0
2022-09-07IVGCVSW-7159 Implement simple TOSA Reference Backend skeletonFrancis Murtagh
* Added files based on RefBackend * Added PreCompiled Workload skeleton * Increment ABI version of armnnTestUtils for CreateInput which had been left as pure virtual, added base implementation for it. * Add IsTosaLayerSupported() for Addition Change-Id: I4c963adf3f50593d17ecdf21554502a64ad3bd76
2022-08-30IVGCVSW-7133 Add TosaMappings backbone structure with support for Addition ↵Cathal Corbett
TosaMappings operator. Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: Ibea0cf625b3af4ab38e8b985f7a129c983ca9659
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