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2020-11-13IVGCVSW-5346 Update Major, Minor release versionsTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I10bae415c175f4f35f32829fc48473c2ca5fa1d8
2020-11-13IVGCVSW-5328-5329 Fuse ActivationMike Kelly
* Added Fused Activation Optimization to both CL and Neon backends. * Added Fused Activation support to all the CL and Neon workloads that support it. * Changed ProfilingTest network to be a Convolution layer followed by an Abs layer rather than an Activation layer. * Added IBackendInternal::OptimizeSubgraphView function that can accept a ModelOptions. * Network will now call OptimizeSubgraphView passing in the ModelOptions. Signed-off-by: Keith Davis <keith.davis@arm.com> Signed-off-by: Mike Kelly <mike.kelly@arm.com> Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ib536ac3cbafc7d9b35c139ad9a65b7735262cd9d
2020-11-09IVGCVSW-5091 Add Logical ops frontend and ref implJames Conroy
* Add frontend and reference implementation for logical ops NOT, AND, OR. * Unary NOT uses existing ElementwiseUnary layer and ElementwiseUnary descriptor. * Binary AND/OR uses new layer LogicalBinary and new LogicalBinary descriptor. * Add serialization/deserializion support and add missing ElementwiseUnary deserializer code. * Add additional Boolean decoder in BaseIterator.hpp. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: Id343b01174053a166de1b98b6175e04a5065f720
2020-10-28IVGCVSW-5433 Remove boost::transform_iterator and make_transform_iteratorFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I28aace7092cff5743353df1b1de8e7a4691554d3
2020-10-16IVGCVSW-5435 Add FloatingPointComparison to remove boost::math::fpc usesMatthew Sloyan
* Added FloatingPointComparison.hpp and FloatingPointComparisonTest.cpp, which compares two floats and returns true if the values are within a specified or default tolerance of each other. * Also removed boost::math::fpc from test/TensorHelpers.hpp to validate. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I164c32eccd213c53bb1bc4f9cd4ee4838f1781c9
2020-10-02IVGCVSW-5306 Add floating point type checks to NumericCast.hppMatthew Sloyan
* Added Unit Tests to capture all combinations. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I04db920a5f5f485dc00b2f16582cf7e0bbef3ef2
2020-09-30Quantization copy constructorDerek Lamberti
* Fix compiler implicit copy deprecation warning. * Simplify copy operator by removing unnecessary equality comparison. Now just does pointer comparison instead. Change-Id: I9ebe170c637c636919b9d8729a78449148b7f83e Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2020-09-24Add int32 and int64 ArgMax op supportInki Dae
This patch adds int32 and int64 ArgMax op support. Current ARMNN already has ArgMax op but not used, and it doesn't support int64 output type. So this patch adds a new type, Signed64, and also adds ArgMinMax computation function for int64 type support. In default, output tensor type of ArgMax op is int64 in case of tensorflow lite model so this patch makes a proper function - ArgMax op for int64 or int32 - to be called according to parsed output_type value. With this patch, ARMNN supports both types - int64 and int32 - for ArgMinMax op. Changelog v1: - Check if output data type of ArgMinMax op is valid or not. - Use template function to support int32 and int64 types of ArgMinMax function. - Keep using Signed32 as default data type of m_Output_Type. Change-Id: I7a8e7e38dd9e5acc81464571d8b4d51378fc7f14 Signed-off-by: Inki Dae <inki.dae@samsung.com>
2020-09-15IVGCVSW-5317 'Add enable_fast_math Option to ExecuteNetwork'Sadik Armagan
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I4eb3e27837aea926593d49f9ccea07bab8388d5b
2020-09-14IVGCVSW-5157 'Pipe ModelOption through Network::LoadNetwork() to Workload ↵Sadik Armagan
factory' * Pass ModelOptions to WorkloadFactory * Updated signature of CL and NEON Convolution2d workloads added FastMathEnabled param. Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I536178be8e4dd4083489e69febadaf0feeba46d2
2020-09-11IVGCVSW-5245 Add Quantization operator=() functionKevin May
* Add unit tests to check if Quantization info copied correctly Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I7bb7bde5d97e82c57252c6d5131fbe21ad3096d2
2020-09-10IVGCVSW-5156 Introduce ModelOptions to OptimizedNetworkSadik Armagan
* Introduced ModelOptions to IBackendInternal * Introduced ModelOptions to Network * Added FastMathEnabled parameter to Conv2d Validate function in CL and NEON * Added Optimizer tests Signed-off-by: Ryan OShea <Ryan.OShea2@arm.com> Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Ib54c1e82cb3d89a52756ed499cf91b6a7fdb2063
2020-08-25IVGCVSW-5109 'Add SupportsInPlaceComputation to TensorHandleFactories'Sadik Armagan
* Added functionality to query if TensorHandleFactory supports InPlaceComputation Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Icf5bfc5f999fc5d03681dcb8cec88d921842458b
2020-08-21IVGCVSW-5200 Add import enabled optimizer options to PyArmNNNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ic7c288fd829d7f1f1ae2910c47fbccdd635def8f
2020-08-20Bugfix: Allow permutation of QuantizationDimFrancis Murtagh
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: Ib98ec471e6fdd47600b7c62d0b4d19dd36e20cbd
2020-08-19IVGCVSW-5012 Add importEnabled option for OptimizerOptionsNarumol Prangnawarat
* Default importEnabled to false * Improve error messages Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I17f78986aa1d23e48b0844297a52029b1a9bbe3e
2020-08-17IVGCVSW-4813 Update semantic versioning of ArmNN to 22.0.0 for 20.08 releaseNikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: Ida6100eb62c46971b6958addfc69f15eb0634ba2
2020-07-29IVGCVSW-5166 Pull out the common and server side code into standalone librariesJim Flynn
Change-Id: I180f84c493a9b2be4b93b25d312ebdd9e71b1735 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2020-07-28IVGCVSW-4932 Introduce ShapeInferenceMethod to TfLite ParserSadik Armagan
* Introduced ShapeInferenceMethod::InferAndValidate to TfLiteParser * Added unit tests Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Iad4aadce92912e7645b1652019ec4af478b7fc32
2020-07-26IVGCVSW-5155 Update Arm NN API to allow for call to shape inferenceFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I0a2babe5b5b09eb81c9900dc3a05071034a0440b
2020-07-23IVGCVSW-5010 Add GetCapabilities to ITensorHandleFactoryNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ie8acb9c729af4f95488aecf795f45ff12364f9ca
2020-07-14Fixing compile error on Ubuntu 16.04Colm Donelan
* gcc-arm-linux-gnueabihf/xenial,now 4:5.3.1-1ubuntu1 amd64 complains about error: array must be initialized with a brace-enclosed initializer in include/armnn/Tensor.hpp:122:81. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: Ib8f72bbcf86586a704a0e98c5ba07fefdf5665a8
2020-07-09IVGCVSW-5095 Make timeline report the Linux Thread ID not the pthread IDJim Flynn
Change-Id: Id69519fd9ef57716de4e389ed4156710a904c701 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2020-07-06IVGCVSW-4624 Add a RANK Reference ImplementationFinn Williams
* Add Rank front end * Add Rank reference implementation * Add Rank serialization support * Add Scalar serialization support Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I06e4a468c2a84e79bae2e6c5348596bbbf853b4b
2020-07-06IVGCVSW-4988 Add handling output shape parameter to TransposeConvolution2dColm Donelan
* Add m_OutputShape and m_OutputShapeEnabled to TransposeConvolution2dDescriptor. * Update TfLite parser to populate m_OutputShape if found in the model. Handle both Signed32 from tflite files and QAsymmU8 from test fixtures. * Update TransposeConvolution2dLayer to use m_OutputShape instead of InferOutputShapes if specified. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: Ia6933065375eb8006c916f1ca67c38dc50bc205c
2020-07-03IVGCVSW-5020 Refactor TensorShape to host dynamic tensors and scalar valuesTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I63f97fad080dbfeec6433c2548f0311173051a6a
2020-07-01IVGCVSW-4903 Connect axis parameter in Gather from android to ACL.Teresa Charlin
!android-nn-driver:3302 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ifbc49acb5272f8a36719bb68676e44817190537d
2020-06-30IVGCVSW-5036 Do not allocate memory when import is enabledNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ideaae5280702aae6c73f3b4e4cee9f71a8386fda
2020-06-26IVGCVSW-4928 Introduce "ShapeInferenceMethod" Option.Teresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I70ef1a9f3cefa1d4cf9220f0e13131d11e7c6418
2020-06-11IVGCVSW-4906 Add front-end support for FILL operatorRyan OShea
* Added new fill layer * Added visitor tests Signed-off-by: Ryan OShea <Ryan.OShea2@arm.com> Change-Id: Iea677014866b4f2d514004623f59ee83f3c0eef8 Signed-off-by: Keith Davis <keith.davis@arm.com>
2020-06-03remove BOM from filesLaurent Carlier
Change-Id: Ia4b4bb3be0ed6e933c77d58f8e9879b1370e9537 Signed-off-by: Laurent Carlier <laurent.carlier@arm.com>
2020-05-30IVGCVSW-4888 Update Resize Front end for new parametersDavid Monahan
* Added AlignCorners and HalfPixelCenters to Resize and ResizeBilinear * Updated Serializer and Serializer tests !android-nn-driver:3280 Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: Ice3bb448c239b04323854641525bfe0808c03b2e
2020-05-27IVGCVSW-4735 Add label GUID to timeline eventClass messageJim Flynn
Change-Id: Ie205d8146f5bb1920bf001b7623ead79e2ab9e48 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2020-05-26IVGCVSW-4595 Change FileOnlyProfilingConnection to all packet processor modelJim Flynn
Change-Id: Ieccb26190d80e570ddef8d7c22e824eda1b92d7f Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2020-05-24IVGCVSW-4734 Add an Attribute label guid to the relationship message to ↵Finn Williams
reduce traffic Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: Ia55c52c12fe3d30eb47bc42c932a33c620dc9197
2020-05-22Adding more performance metricsalered01
* Implemented CLTuning flow for ExecuteNetwork tests * Added --tuning-path to specify tuning file to use/create * Added --tuning-level to specify tuning level to use as well as enable extra tuning run to generate the tuning file * Fixed issue where TuningLevel was being parsed incorrectly * Added measurements for initialization, network parsing, network optimization, tuning, and shutdown * Added flag to control number of iterations inference is run for Signed-off-by: alered01 <Alex.Redshaw@arm.com> Change-Id: Ic739ff26e136e32aff9f0995217c1c3207008ca4
2020-05-19IVGCVSW-4795 Change armnn/Version.hpp to Semantic versioning formatFrancis Murtagh
* Bump major version to 21 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I35237dfa3683d962871bad6b0353f6910d7c3e3b
2020-05-19IVGCVSW-4834 Add calls to increment REGISTERED_BACKENDS and ↵Finn Williams
UNREGISTERED_BACKENDS Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I3600dd15f97ccd4ab745deb87d06ba978e2a0b11
2020-04-27IVGCVSW-4595 Add IFileOnlyPacketHandlers to file only profiling connectionJim Flynn
Change-Id: Ib49a8cbbf323da4109cdab9750e6c4d276e484b7 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2020-04-22IVGCVSW-4718 Fix failing Execute Network TestsDavid Monahan
* Fix for StringTokenizer utility method to match Boost::Split implementation Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I50e047ff72191da9aa06b71370c4354c5a78eb9b
2020-04-21IVGCVSW-4675 Fixes for VTS 1.3 GeneratedTest.Test/armnn_resize*David Monahan
* Adding HalfPixelCenters parameter to Resize Descriptor !android-nn-driver:3061 Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I2713125525f434f5abe5a87183723e482df27a43
2020-04-20IVGCVSW-4513 Remove boost/algorithm/string *David Monahan
* Removed split, classification, trim, string, join, contains * Added StringUtils.hpp to replace the removed Boost String functionality Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I8aa938dc3942cb65c512cccb2c069da66aa24668
2020-04-10IVGCVSW-4483 Introduce PolymorphicPointerDowncastJan Eilers
* as replacement for boost::polymorphic_pointer_downcast * added PolymorphicPointerDowncast * added related unit test * added description to PolymorphicDowncast Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I47e94344c1c21941865549a5632cfb7cad804d35
2020-04-10IVGCVSW-4483 Remove boost::polymorphic_downcastJan Eilers
* exchange boost::polymorphic_downcast with armnn::PolymorphicDowncast * remove unnecessary includes of boost::polymorphic_downcast Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ie603fb82860fe05fee547dc78073230cc62b2e1f
2020-04-06IVGCVSW-4485 Remove Boost assertNarumol Prangnawarat
* Change boost assert to armnn assert * Change include file to armnn assert * Fix ARMNN_ASSERT_MSG issue with multiple conditions * Change BOOST_ASSERT to BOOST_TEST where appropriate * Remove unused include statements Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I5d0fa3a37b7c1c921216de68f0073aa34702c9ff
2020-04-02IVGCVSW-4455 Add an Activate and Deactivate control packet to the protocolKeith Davis
* Add Activate/Deactivate command handlers * Add IReportStructure, INotifyBackends single function interfaces * Add overrided mechanism to report structure in Runtime.cpp * Add overrided mechanism to notify backends in ProfilingService.cpp * Add optional IReportStructure argument to ProfilingService constructor for use in ActivateTimelineReportingCommandHandler * Refactoring and tidying up indentation * Removal of unused code in ProfilingUtils.cpp and ProfilingService.cpp * Added GatordMock end to end test * Fixed an issue with SendCounterPacket sending duplicate packets * Fixed an issue with DirectoryCaptureCommandHandler handling of Optional Signed-off-by: Keith Davis <keith.davis@arm.com> Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I5ef1b74171459bfc649861dedf99921d22c9e63f
2020-03-26IVGCVSW-4599 ArmNN Compile Error when compiled against gcc 9Francis Murtagh
* Use default keyword for armnn::Optional assignment. * Use default keyword for BFloat16 copy constructor and assignment. * Remove unnecessary const from static_cast template argument which was giving ignored-qualifiers warning. Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: Ie3f4ce0a0c199a578d8cca2fea8f5dcef63dba4d
2020-03-20IVGCVSW-4520 Implement BFloat16 OptimizerNarumol Prangnawarat
* Add ReduceFp32ToBf16 to OptimizerOptions * Add ConvertFp32NetworkToBf16 * Add utility functions to insert conversion layers * Add constant conversion BF16 <-> FP32 * Unit tests Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Iaff77e20c721400b052cb37eb9ef6fe16d7abaff
2020-03-20IVGCVSW-4549 Add front end for new QLSTM layerJames Conroy
* Added new layer QLstm (Android R HAL 1.3) * Made necessary updates to APIs * Added unit tests * This layer is functionally equivalent to the original unquantized LSTM layer with some additonal quantization features added. Due to this, original LstmParams are used for this layer. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I5b7f2d2fb6e17e81573b41a31bc55f49ae79608f
2020-03-19MLECO-755: ArmNN: Add file format external profiling optionIsabella Gottardi
* Added new m_FileFormat variable in ExternalProfilingOptions * Added new profiling option to ExecuteNetwork * Added check for file format in ProfilingConnectionFactory * Added test in profiling tests Change-Id: I0e9cb8ecac919dc0ed03dcf77324a65621f07ae7 Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com>
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