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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
2022-12-12IVGCVSW-7209 Remove deprecated code due to be removed in 23.02Mike Kelly
* Removed weights and bias from Convolution, DepthwiseConv & FullyConnected layers * Removed the weight and bias ConstTensorHandles from the QueueDescriptors * Updated Workloads to take tensors from WorkloadInfo rather than the QueueDescriptors * Removed unused RedirectMembersToConstantInputs optimization and tests. Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I9ffcdc4a1c0dff725539dd69fc435b700bd98a56
2022-12-12Optimize the calling of IsLayerSupported().Cathal Corbett
* Done as part of 22.11/23.02 innovation days. * IsLayerSupported() is called in model prepare (delegate, android-nn-driver and shim/support_library) and again in ArmNN once model otimization is performed. * From calling IsLayerSupported() the first time, we should know that the layers are supported and what backend they are supported on. * Solution is to set the BackendId of the IConnectableLayer when IsLayerSupported() is called the first time, * In the Optimize() function we then check if the backend is set. If so, we do not call IsLayerSupported() again. * In the case a layer that is supported gets optimized, then the BackendId of that layer get set to "Unknown" for the new optimized layer and IsLayerSupported() will get called on the newly optimized layer. * Includes bug fix IVGCVSW-7213 for Android Mean FP16 CpuAcc tests. Also related to bug IVGCVSW-7211. Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: I7a7820d0cdb079ffb5a3a2e0c44e252f652df53b
2022-12-12Updates following execution of Includewhatyouuse on armnn/include.Colm Donelan
This tool forces explicit includes of all dependencies and highlights unused dependencies. Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: I92e449245246452a0227cbd13f9c082e2088bf8c
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
2022-12-07Add Arm NN include in build-tool outputJames Conroy
* Usability improvement Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I973e2c29e5974db9f2da04e39b549ecb1b12cb48
2022-12-07IVGCVSW-6853 Rewrite BuildArmComputePermutationVector()Teresa Charlin
* Some pemutation vectors were not converted correctly. * Add Transpose end to end test. * Comments added with an example to clarify the differences betweeen Transpose and Permute Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I6c0954ca6ce00ef5f2a6f3625abe6f4fd27b5cdf
2022-12-07Fix some memory overruns / undefined behaviour in ShapeInferenceTestsMatthew Bentham
In several cases the address of a single float value on the stack was passed as a pointer to the constructor of ScopedTensor (which needs a backing-store of size equal to GetNumBytes()). Replace by using a std::vector to explicitly create and initialize the right number of elements. Signed-off-by: Matthew Bentham <matthew.bentham@arm.com> Change-Id: I8a1f4bf169bd89983f2d68047173ec901a21e1fb
2022-12-06Print BatchMatMul and Gather Descriptors on dot graphTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I01de14cd46fe614dfcb11b2b4f9323f32e01ee9d
2022-12-05IVGCVSW-4926 Add support in CpuRef implementation for Gather for axis ↵Nikhil Raj
different to 0 !android-nn-driver:8727 Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I4336007ad5a8552f7893ce6253f93cf9d1f5474f
2022-12-05Fix build error due to missing includePablo Marquez Tello
Change-Id: I38fa4b49b0cdb506293c7b0e75146b56649839b8 Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com>
2022-12-01Update ACL pin to f16973b8b4605f12608bffa9f0ca6ed590202d41Nikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: If47571cfc531cca81e983daaf7c13a7f608e9365
2022-12-01IVGCVSW-7272 Add Exception for handling Fp16 infinity valuesKevin May
* Float values which cannot fit in Half are converted as inf/-inf * Add an InvalidArgumentException for infinity displaying the value and data type Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: Iaa5671374364c531e29e37fdfe40732b4fdbcfcb
2022-11-30IVGCVSW-7220 Remove referencetests repo and testing of itKevin May
* Remove mentions of reference tests Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: Idd3c8b2e48f03531b1ec6cc67fd3bd32e50086c3
2022-11-29Update ACL pin to 03b2971ac69a86f10a1566938d1a25afee15746cNikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: Ia9b59fd3482c5a12d7f6a369b1bdf91f06596a66
2022-11-23IVGCVSW-7297 When creating multiple Executors only the lastMike Kelly
one works fine * Each CLBackend created its own ClContextControlWrapper which invalidated the OpenCL context's from all CLBackends that were created before that one. * Now CLBackends will keep a shared_ptr to a ClContextControlWrapper which more closely matches the functionality within ACL. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I0744c2cb6a2f0d6b0c5fa54d786f88cf97775559
2022-11-22IVGCVSW-7080 Remove deprecated code due to be removed in 23.02Keith Davis
* Extended deprecation time of SubgraphView interface to 23.08 Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: Ic0a729ea31402f0b39724da47212ae5cc04465c4
2022-11-22IVGCVSW-6980 Delegate support for slice operatorCathal Corbett
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: I90d800160b070e25d999b5102a7ce6d3e0ed6a81
2022-11-22Remove link to Crosscompile guide in the DoxygenNikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I3362442456df2bc5ee71080238881b390a9029d8
2022-11-21Change name of AAR file in the Readme download pathNikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: Id5521e527b4b8d738acf673c4c51e54c80b71a74
2022-11-18IVGCVSW-7330 Add end-to-end dynamic sample build stepsJames Conroy
* Moving from other build guides which are being removed and/or consolidated. Provides steps on how to build the standalone backend unit tests using the build-tool. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I3994bffc9038632ab7271ac31db25a38157f2bb7
2022-11-18Update FAQ with GCC8.3 Tflite 2.10 IssueRyan OShea
* Inform users of potential gcc8.3 issue when linking against TfLite 2.10 Signed-off-by: Ryan OShea <ryan.oshea3@arm.com> Change-Id: Ie58b7f8a9c11f9d5088c531ecffd4cc06a4ab7ca
2022-11-18IVGCVSW-7330 Fix build-tool args for Docker buildsJames Conroy
* This change requests users to supply a comma separated string of CMake/scons args so that they can passed down from Docker into the bash script correctly. * Updated documentation to reflect this. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: Icbd1d1458e11382936690ca6cc4417677e063ddb
2022-11-16IVGCVSW-7214 Disable BF16-Turbo-Mode and remove conversion layersRyan OShea
- Remove Bf16ToFp32 Conversion Layer - Remove Fp32ToBf16 Conversion Layer - Remove B16 Conversion tests * Throw exception if m_ReduceFp32ToBf16 optimzer option is set to true * Provide comments to enable fast math in order to use bf16 * Update docs to inform users to enable fast math for bf16 Execute Network Changes * Require bf16_turbo_mode to also have fast_math_enabled set to true - Remove setting m_ReduceFp32ToBf16 optimizer option Signed-off-by: Ryan OShea <ryan.oshea3@arm.com> Change-Id: Ibaa6da9d29c96a1ce32ff5196b0847fde9f04a1c
2022-11-16IVGCVSW-7345 Add Pooling2d support to TOSA Reference BackendCathal Corbett
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: I73a47e513fe2d064ef233b121a68ef2edf0396dc
2022-11-15Minor error formatting fixes.Colm Donelan
Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: I17823fb8b6bbabc4da327187167ce9582ee29b32
2022-11-15IVGCVSW-7332 Fix Delegate Profiling in ExNet with multiple iterationsKevin May
Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: If837e4bec7940b53d18d0da32f3e736215dd2a03
2022-11-14Add additional data type support to TOSA Reference BackendMatthew Sloyan
* Added all data types to TosaRefPreCompiledWorkload::Execute(). * Generalised IsTosaLayerSupported and fixed Addition support. * Added Fp16 and Int32 Addition End to End tests. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I1f89c310ede33615427343e89bcec7e7bb643fa1
2022-11-11IVGCVSW-7356 Bug Fix for Execute Network Delegate when input names not givenTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I2fd0f6aac6ffff695b17df7455f252f6013c0d43
2022-11-11IVGCVSW-7075 Update project number in DoxyfileNikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: Ie1989cdf743eb9de87bae1ff19af75f28b49f762
2022-11-09IVGCVSW-7318 Support basic addition model in the TOSA Reference BackendRyan OShea
* Create Simple Addition EndtoEnd test * Create EndToEndTest file in TosaRef/test directory * Add AdditionEndToEnd test to CpuRef,CpuAcc,GpuAcc,TosaRef Signed-off-by: Ryan OShea <ryan.oshea3@arm.com> Change-Id: Ic44e2b457c25dcb41bb3b17c05cce0e74bf17a80
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>
2022-11-08Update Readme files with newer versions of tools added during 22.11Nikhil Raj
* Flatbuffer version updated to 2.0.6 * Android NDK version updated to r25 * Removed cross-compilation guide as its been moved to build-tools * Android binaries updated in Readme Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: Ia7054707c9463d8ce8b344ec5d86fdd83424b2c3
2022-11-07Update ACL pin to 22.11 release branchNikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: Id32a970b0fe7a6af3b8d5e17a6f380b5e09341db
2022-11-04IVGCVSW-7333 Add missing TFLite Delegate operator support to documentationMatthew Sloyan
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Id7747e85119eb70254ad7795168ce31b137f2f49
2022-11-03Update ACL pin to 73f19af80aaee8929553739894b8dd8fedb163c3Nikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I54ec99383e723cd1323c1cce8cef6ed4fbde9f46
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
2022-11-02Fix TF Lite cross compile for build-toolJames Conroy
* Build Flatc only on x86_64 when cross compiling * Add Linux CMAKE System name Signed-off-by: Ryan OShea <ryan.oshea3@arm.com> Change-Id: Ibd0f636b3cc149e0492d66330baf0e3707a9d3f7
2022-11-01IVGCVSW-6496 Add EndToEnd Layer test for Batch MatMul WorkloadTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I6a541db9a602609282cc6f33af930ca141b83c41
2022-10-28Update ACL pin to 910e3f9b686d16657e37d4c18f234b566c8deec2Nikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I6338fe09067a90ef2f52f252b3d5cf2c8810f3ff
2022-10-28IVGCVSW-7296 REDUCE_PROD tests fail when using Tf 2.10Teresa Charlin
* In TF what ArmNN calls quantized data types can be non-quantized as well. * This patch creates 2 models: * ArmNN: model where int8 and uint8 will always be quantized, but scale can be 1 and offset 0 * TFLite: model where int8 and uint8 can be quantized and non-quantized Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Id960f2f30988f2bbec88cb4e0c52c189ac957bae
2022-10-28IVGCVSW-6494 Add CpuAcc Batch MatMul Workload Fp32Teresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I2def6995f81d33e68f1ea45d8d19a1e6294049b1
2022-10-27IVGCVSW-7282 Issues in ExNet when iterations and number of inputs do not matchTeresa Charlin
* The intention is to keep the flexibility given by the ExNet before the refactor. * When iteration > inputFiles, we repeat the usage in order * When iteration < inputFiles, we just discard extra files. Signed-off-by: Adam Jalkemo <adam.jalkemo@arm.com> Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I2fbe69f8affe0e3a5cc86fc1748164967f0c2d64
2022-10-27Revert "IVGCVSW-7282 Issues in ExNet when iterations and number of inputs do ↵Teresa Charlin
not match" This reverts commit 6c95836e894f88c4bab6b22f974341f0dd2dddaa. Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I8be2147feb557a0849de5785fb63b464abc7dbb9
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
2022-10-27IVGCVSW-7273 Integrate TOSA Reference Model into Arm NNMatthew Sloyan
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ie9aa1aa20a5bc837e005a7a36d4d07b4cd8d021b
2022-10-26Update ACL pin to dc73246af4fec0b36ca3ae3d8e47f51561308309Nikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I9bc849ec3375c74647b637758e38fdb1870832b7
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