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2019-02-07IVGCVSW-2608: support static quantization of ActivationNina Drozd
Change-Id: Ia9afd15d002d4454ec72f219c5cf214704f6ae31 Signed-off-by: Nina Drozd <nina.drozd@arm.com>
2019-02-07IVGCVSW-2553 Add Unit Test for ConstTensor layer visitorsjimfly01
Change-Id: I20a67135e4af7aa1f28f5000d73122f4e5e3acd5 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-02-07IVGCVSW-2609 Quantize BatchNormalizationLayerDerek Lamberti
Change-Id: I7b847112a0322ffc8b88a0708d8439bfb97cfe2c Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-02-06IVGCVSW-2654 Test quantization of addition, input and outputDerek Lamberti
Change-Id: I6c61df213278e6ba65807932548bb2eaa159deba Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-02-04IVGCVSW-2551 Add Descriptor and name only unit tests for VisitorFrancisMurtagh
* Add concrete subclasses for layers taking descriptor as argument * Add unit test cases for all layers Change-Id: Ie0135b34a5a41e5ce654b7c3186eccea392ab919 Signed-off-by: FrancisMurtagh <francis.murtagh@arm.com>
2019-02-01IVGCVSW-2552 Add unit tests for the input and output layers for VisitorFrancisMurtagh
Change-Id: I73ae9b43fa1631fdec423177d37fffc719c71f88 Signed-off-by: FrancisMurtagh <francis.murtagh@arm.com>
2019-01-30IVGCVSW-2458 Refactor the Optimize function (Network.cpp) so thatMatteo Martincigh
subgraphs are optimized by the backends * Added a new method OptimizeSubGraph to the backend interface * Refactored the Optimize function so that the backend-specific optimization is performed by the backend itself (through the new OptimizeSubGraph interface method) * Added a new ApplyBackendOptimizations function to apply the new changes * Added some new convenient constructors to the SubGraph class * Added AddLayer method and a pointer to the parent graph to the SubGraph class * Updated the sub-graph unit tests to match the changes * Added SelectSubGraphs and ReplaceSubGraphConnections overloads that work with sub-graphs * Removed unused code and minor refactoring where necessary Change-Id: I46181794c6a9e3b10558944f804e06a8f693a6d0
2019-01-29IVGCVSW-2549 Add name only layer unit tests for VisitorFrancisMurtagh
Change-Id: I304ddd3efa2f1c5a8e2143276a97c031a624601e
2019-01-28IVGCVSW-2548 Add member function to check layer pointer not nullFrancisMurtagh
Change-Id: I48c8795e546e3a36414ae88316908519d5879628
2019-01-28IVGCVSW-2548 Add the TestLayerVisitor classFrancisMurtagh
* Add abstract base class TestLayerVisitor Change-Id: Id453f3ad9721f3680166a41b75a1880cf20032f7
2019-01-25IVGCVSW-2556 Add Layer implementation for Detection PostProcessNarumol Prangnawarat
* Add DetectionPostProcessDescriptor. * Add implementation for DetectionPostProcessLayer. * Unit test to validate output. Change-Id: If63e83eb2a2978c549071c7aeb272906e7c35fe9
2019-01-24IVGCVSW-2503 Refactor RefElementwiseWorkload around Equal and Greaterkevmay01
* Remove Equal and Greater from RefElementwiseWorkload * Create RefComparisonWorkload and add Equal and Greater * Update ElementwiseFunction for different input/output types * Update TfParser to create Equal/Greater with Boolean output * Update relevant tests to check for Boolean comparison Change-Id: I299b7f2121769c960ac0c6139764a5f3c89c9c32
2019-01-22IVGCVSW-2509 Add GatherLayer implementationnarpra01
* implementation of ValidateTensorShapesFromInputs * unit tests Change-Id: I1ed88f8ba0ea20329a259c5f36caea4b1fbeb013
2019-01-22IVGCVSW-2467 Remove GetDataType<T> functionNattapat Chaimanowong
Change-Id: I7359617a307b9abb4c30b3d5f2364dc6d0f828f0
2019-01-15IVGCVSW-2454 Merge together the pluggable backends work (was in aMatteo Martincigh
separate branch) and master * Brings in all the changes done for the pluggable backends * Added sub-graph support and tests * Added precompiled layer support and tests * Moved BackendSettings to a separate file * Removed the backend-specific code * Ported DebugLayer and associated functionality * Included fixes to make those changes work with master Change-Id: Id7028fa7917527b844628d5aff5732e3d94c0488
2019-01-11IVGCVSW-2454 Refactor ArmNN to support pluggable backends from a separateMatteo Martincigh
code base * Made the virtual functions in ILayerSupport.hpp pure * Created a LayerSupportBase class with the default implementation of the interface * Made the backend layer support classes inherit from the base class, instead of directly from the interface * Refactored the profiler and the profiling event classes to use the BackendId instead of the Compute * Implemented a proper MemCopy support method * Changed Compute to BackendId in the profiling API and objects * Removed static references to pluggable backends !android-nn-driver:492 Change-Id: Id6332b5f48c980819e0a09adc818d1effd057296
2019-01-04MLCE-77 Depthwise Convolution with depth multiplier > 1 doesn't workMatteo Martincigh
* Unified ArmNN's weight format to [ M, I, H, W ] for the depthwise convolution * Added conversion utilities to permute/reshape the weights as appropriate when using CL and Neon backends * Updated the reference implementation of the convolution * Updated the relevant unit tests accordingly !android-nn-driver:459 Change-Id: I07d0818efa9d1ca1e5dad82983aac1fe78eadb18
2019-01-02IVGCVSW-2353 Ignore control inputs in TensorFlow parsernarpra01
* Allow control inputs from TensorFlow graph but ignore them in ArmNN graph. * Add utility function to test ArmNN graph structure. * Add ArmNN graph structure tests in TensorFlow paresr to ensure that control inputs are ignored in ArmNN graph as well as their inputs that are not used anywhere else. Change-Id: Ib0ea0d2df85e3fc79b748fa4c9d20e0649352bc1
2018-12-13IVGCVSW-2348 Support boolean data typeruoyan01
Change-Id: Ifd28e049192e6f5fe5c0f5d358afb2b530eef882
2018-12-11IVGCVSW-1434 Add debug mode to Optimizerkeidav01
* Modified optimizer to support debug mode via DebugLayer Change-Id: Ic8f313778e55540c182cf99876c44a0823be04c6
2018-12-05IVGCVSW-2264 Move DataLayoutIndexed to armnnUtilsMatteo Martincigh
* Since DataLayoutIndexed is now required in the TF parser, this changes move it to the armnnUtils library so that it'll be accessible by the armnnTfParser * Modified CMake files and Android.mk files accordingly Change-Id: Ie2620359ef288aeff64cb9e9bec068a466eee0e9
2018-11-28IVGCVSW-2202 Refactoring Arithmetic* names to Elementwise* names for ↵Éanna Ó Catháin
workloads and workload functions Change-Id: I6f3fce12a55f7d38ceafcdfcd6b5181bf56e2c09
2018-11-20IVGCVSW-2144: Adding TensorUtils classNina Drozd
* helper methods for creating TensorShape and TensorInfo objects Change-Id: I371fc7aea08ca6bbb9c205a143ce36e8353a1c48
2018-11-19IVGCVSW-2169 Remove DataLayoutIndexed from public APIMatthew Bentham
Change-Id: If8d8087d9d365e467d3ca9bf9c40d7219cb75cfd
2018-11-19IVGCVSW-2105 - Unit tests for mergernarpra01
* Add LayerTests * Add WorkloadTests !android-nn-driver:166 Change-Id: I903461002879f60fc9f8ae929f18784e2d9b1fc1
2018-11-16IVGCVSW-2092 Port LSTMCell::Eval to ArmNNMatteo Martincigh
* Ported Google's LSTM implementation to RefLstmFloat32Workload * Fixed the code throughout because of an error in the docs around the scratch buffer size * Updated IsLstmSupported * Added the unit tests !android-nn-driver:127 Change-Id: I5577b7e39ca52df1a7f102a9b437df6aa99520b6
2018-11-15Adedd load/unload warm-up before the memory lek test to put the runtime into aMatteo Martincigh
stable test (memory-wise) This prevents false-positives when running the tests on Master Change-Id: I4348378f3689cb3ec98686a93315d2b88bb7bcc7
2018-11-15IVGCVSW-2136: Remove memory management methods from workload factoriesAron Virginas-Tar
Change-Id: Idc0f94590566ac362f7e1d1999361d025cc2f67a
2018-11-14IVGCVSW-2054: Fixing issue with InferOutputShape implementation in ↵Éanna Ó Catháin
BatchToSpaceNdLayer. * added Unit test Change-Id: I80f55e8c7afb39d96006c8dd027fc9683ea8182e
2018-11-13IVGCVSW-2066: Add IMemoryManager and integrate into the backends frameworkAron Virginas-Tar
Change-Id: I93223c8678165cbc3d39f461c36bb8610dc81c05
2018-11-02IVGCVSW-1946: Remove armnn/src from the include pathsAron Virginas-Tar
Change-Id: I663a0a0fccb43ee960ec070121a59df9db0bb04e
2018-10-31IVGCVSW-2102: Fix Pooling2D CpuRef indexing bugJames Conroy
* Fixes bug when calcuating indexes for NHWC in Pooling2D CpuRef implementation, it now uses TensorBufferArrayView. * Adds 2-Channel unit tests for Pooling2d on CpuRef, Cl and Neon. The single channel tests were not properly exercising Pooling2d using NHWC data layout. * Refactors Pooling2D NHWC tests so that the input and output data are permuted to NHWC when necessary, instead of hard coding the data in NHWC format. Change-Id: I5b9d41ed425ff283ea8c8ef6b1266ae0bc80f43b
2018-10-27IVGCVSW-2083 - Add DataLayout parameter to calculate the expected output ↵narpra01
shape in ValidateTensorShapesFromInputs * Convolution2dLayer * DepthwiseConvolution2dLayer * Pooling2dLayer * ResizeBilinearLayer * Unittests for ValidateTensorShapesFromInputs Change-Id: I057caf8a90d822175a7dd7271f960b65c6154bb4
2018-10-26IVGCVSW-1896 : SubGraph selectorDavid Beck
Change-Id: Iae9a76b10d84d7ba80136b54355f8d37d2df475d
2018-10-25IVGCVSW-2049 + IVGCVSW-2051 Create the CL Mean Float workload and addMatteo Martincigh
the unit tests * Created the ClFloatWorkload class * Added ClMeanValidate validation function * Added helper function to convert the reduction axes from the ArmNN format to ACL's * Added workload tests * Added some unit tests * These changes need the CL pin to be pointing at least to revision 88d871028eeae57f9e4536d0329110eccb5e2890 (COMPMID-1574 Implement ReduceMean in OpenCL) !android-nn-driver:155033 Change-Id: I694fd36be0458c90e158172afde045fcc88c32ae
2018-10-25IVGCVSW-2073: Move remaining backend-specific tests from armnn to backendsAron Virginas-Tar
Change-Id: I45fd5b6dd32c435b78a54dc377a623e60978ce13
2018-10-25IVGCVSW-2071 : remove GetCompute() from the WorkloadFactory interfaceDavid Beck
Change-Id: I44a9d26d1a5d876d381aee4c6450af62811d0dbb
2018-10-22IVGCVSW-2060: Separate and move backend specific unit tests from the ↵Aron Virginas-Tar
src/armnn/test folder to the backends * Moved backend-specific memory leak checking tests from RuntimeTests.cpp to the corresponding backend test folder Change-Id: I0a7f4ef52c5350c3cebca23b2b4e61a9446ca11f
2018-10-22IVGCVSW-2019 : replace Compute enum in the backend preferences listDavid Beck
Change-Id: Ie7549fd27378acfa97e68d098e338b8c9d4ea5d2
2018-10-22IVGCVSW-2024: Support NHWC for Pooling2D CpuRefJames Conroy
* Adds implementation to plumb DataLayout parameter for Pooling2D on CpuRef. * Adds unit tests to execute Pooling2D on CpuRef using NHWC data layout. * Refactors original tests to use DataLayoutIndexed and removes duplicate code. Change-Id: Ife7e0861a886cf58a2042e5be20e5b27af4528c9
2018-10-22IVGCVSW-2023 CL and Neon implementation of BatchNorm with NHWCNikhil Raj
Change-Id: I962e986607e5d045cd97b9eaeaea2f5ae624db35
2018-10-22IVGCVSW-2019 : replace Compute enum in the Layer objectDavid Beck
Change-Id: I76551d511ef718eac36e5b8e5fe426ec3a402855
2018-10-22IVGCVSW-2040 Add unit tests for the newly implemented NHWC support inMatteo Martincigh
ref BatchNormalization * Added create workload unit tests for the NHWC data layout Change-Id: I03d66c88dc9b0340302b85012cb0152f0ec6fa72
2018-10-22IVGCVSW-2033 Add unit tests for the newly implemented NHWC support inMatteo Martincigh
ref Normalization * Added create workload unit tests for the NHWC data layout Change-Id: Id4813105c027a26e277de64fecea1845fea39fd9
2018-10-22IVGCVSW-1938: Move backend-specific source files to the corresponding backendAron Virginas-Tar
Change-Id: I558a9a007604afc55e536d877f8da7d0215cc9c3
2018-10-22IVGCVSW-1922 Unit test for DepthwiseConvolution with NHWCNikhil Raj
Change-Id: I3e6e5b9a62f30d03c05bd7178adea8f4c8275da8
2018-10-22IVGCVSW-1978: Support NHWC for ResizeBilinear CpuRefJames Conroy
* Adds implementation to plumb DataLayout parameter for ResizeBilinear on CpuRef. * Adds unit tests to execute ResizeBilinear on CpuRef using the NHWC data layout. * Adds DataLayoutIndexed API, allowing easy access to the Channels, Height and Width of a tensor based on its data layout. This reduces code duplication. * Refactors original ResizeBilinear implementation and tests to use the DataLayoutIndexed API when required. Change-Id: Ic2b8916cdd2e370d070175547079d774daf6d7bf
2018-10-22IVGCVSW-1969 : remove boost::optional compatibility from ArmNN OptionalDavid Beck
* because it was added by mistake, assuming it was released in 18.08 which is not the case Change-Id: I9c288eba56f3f6192007f79db884b255a14456e4
2018-10-22IVGCVSW-1967 Fix L2Norm NHWC unit testMatteo Martincigh
* Applying the proper tensor shape during the tests depending on the specific data layout used Change-Id: I9c6c1e077236e84cecc1e10d7b2d0bd901df3ebd
2018-10-22IVGCVSW-1988: Refactor backend-specific unit testsarovir01
Change-Id: I8eca81d2e0780390eaa837c186ffe1c7d41fdebe
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