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2020-03-09IVGCVSW-4483 Introduce polymorphic_downcast implementationDerek Lamberti
Change-Id: I958dd719162337eb5c7e71f4ac49dd5784564b1a Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2020-03-05IVGCVSW-4485 Introduce ARMNN_ASSERT(_MSG) macrosDerek Lamberti
Change-Id: Iba372f7311a68877a42e52595430db212c5c9fec Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2020-03-05IVGCVSW-4482 Introduce IgnoreUnused implementationDerek Lamberti
Change-Id: Iad534e0e15ce561be6d0ffa23be19496be361385 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2020-03-04IVGCVSW-4160 Make the ARM Developer Studio code a self contained build entityFinn Williams
!armnn:2773 Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I246cf0de04a1d29dd135cb0fc7e55bc5f0d4b854
2020-03-03IVGCVSW-4508 Add BFloat16 data typeNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ie2fcf06d0bae9e2ef958e60ab9e8b121fdc7b590
2020-03-03IVGCVSW-4314 Per-layer backend hint APIDerek Lamberti
Change-Id: I6ddcffe792e39b17fcdb8af7f13f4a689ef8019d Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2020-03-03Modifying the IBackendProfilingContext interface to return a bool onDavid Monahan
EnableProfiling and adding error checking to the Runtime Invocation Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I65b8bb16c6f1c7d668de31238ce0408a48974997
2020-03-02IVGCVSW-4440 : Add HARD_SWISH Support to Activation in CpuRefColm Donelan
* Add a new Activiation type of HardSwish. * Add CpuRef support and tests. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: I68c3840aa45b7a27d5e416a5d50fe8f99f003ce8
2020-03-02IVGCVSW-4375 Add support for TransposeMike Kelly
* Added TransposeLayer * Added CL, Neon and Ref Workloads * Added Transpose utilities * Added Serializer and Deserializer support * Added Quantizer support Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I04c755ba7cb5b1edf72b3c9f3c0314878032e3c7
2020-02-28IVGCVSW-4454 Remove the CounterSet and Device fields from CategorySadik Armagan
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I721f59cd1f6d068e02dabd62c42871a43be9d934
2020-02-28IVGCVSW-4439: Adding Elu support to ActivationDavid Monahan
* Added CpuRef implementation * Added Unit Tests * Added Quantizer Test * Enabled Tests for Neon and CL backends on fp32 only * Added to Serializer Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: Ic23e1797dbc9352b40678c389d7fe2b836b582ea
2020-02-18IVGCVSW-4433 Update version number to 20.02Nikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I06b4384312b14e6af8beb8a2903896c237b9c48d
2020-02-17IVGCVSW-4436 Add ExecuteNetwork test for mobilenet_v2_int8Keith Davis
* Add QAsymmS8 to QueueDescriptor supportedTypes * Add QSymmS8/QAsymmS8 to RefLayerSupport supportedTypes * Some additional comments and refactoring Change-Id: I8567314452e6e8f6f69cb6e458ee147d3fc92fab Signed-off-by: Keith Davis <keith.davis@arm.com>
2020-02-17IVGCVSW-4320 Implement the bulk reporting of counter values from backendsSadik Armagan
* Implemented unit test for ReportCounters function in BackendProfiling Signed-off-by: Jim Flynn <jim.flynn@arm.com> Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Iec342a96060c8ef6090e6cc67bda8a7a3e890c50
2020-02-14IVGCVSW-4338 Implement the Activation of Counters in backendsFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I4a2465f06e046f78242ff0a246c651638b205498
2020-02-13IVGCVSW-4400 Backend Counter Registry FunctionalityDavid Monahan
* Adding BackendProfilingContext to the MockBackend * Made IBackendProfilingContext pure Virtual * Added UnitTest using MockBackend for testing Backend Counter Registration * Moved Registry of backend counters from Initialize() to AddBackendProfilingContext() * Added m_MaxGlobalCounterId to ProfilingService * Removed automatic registration of MockBack in BackendRegistry() Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: Ie1c6c31e56d1ac7079d6116ecad041961014aedc
2020-02-11Silence clang-8 warnings wrt explicit defaulting of implicitly deleted operatorMatthew Bentham
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com> Change-Id: I9ff918e7f9fe340e65f8dd1b1c47754c8b41de1f
2020-02-10IVGCVSW-4319 Implement Counter Status QueryingJames Conroy
* Adds implementations for GetCounterStatus and GetActiveCounters. * Adds CheckCounterStatusQuery in ProfilingTests. * Modifies Holder and ProfilingService to open up access to CaptureData for use by BackendProfiling. Signed-off-by: James Conroy <james.conroy@arm.com> Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: Iec47952545c0072a71088b12ca3dc31673fa9c51
2020-02-07IVGCVSW-4386 Add ArmNN reference support for QAsymmS8Ryan OShea
* Added Quantization Scheme for QAsymmS8 * Added Unit Tests for QAsymmS8 * Renamed QAsymm8 calls to QAsymmU8 Signed-off-by: Ryan OShea <Ryan.OShea2@arm.com> Change-Id: I897b4e018ba1d808cc3f8c113f2be2dbad49c8db
2020-02-07MLCE-139: add capability to align corners for bilinear resizeSang-Hoon Park
* Add parsing of the related parameter to TfLiteParser * Update ResizeDescriptor to store the additional parameter * Update NEON/CL workload to pass the additional parameter. * Update Reference workload to pass and handle the additional parameter. !ComputeLibrary:2538 !ComputeLibrary:2569 !armnn:2612 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Change-Id: Id149e1c24c2abed7e9dd81939acf54dfabfcdfd2
2020-02-07IVGCVSW-4317 Implement the Profiling Context InitialisationColm Donelan
* Call CreateBackendProfilingContext on each backend from Runtime passing an instance of the BackendProfiling interface. * Modify the signature of CreateBackendProfilingContext to remove const and return a shared_ptr to BackendProfilingContext * Add concrete BackendProfiling class. * Store BackendProfilingContexts in Profiling service. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: I975eaa2093ae91fa623835f65f9e5b25eb65117a
2020-02-04Github #273 Handle failure to initialise BackendContext in RuntimeMatthew Bentham
Define CreateBackendContext to throw BackendUnavailableException if necessary runtime components are missing. Handle this in the constructor of Runtime by not adding those backends to the internal DeviceSpec owned by the Runtime. Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com> Change-Id: Iadffb5240e32e1f105683c4d361276b92d1e720c
2020-02-03IVGCVSW-4399 Create Sample Dynamic backendNarumol Prangnawarat
* Move IWorkload and WorkloadInfo to include/armnn/backends * Add simple sample dynamic backend with addition workload * Add sample example to run dynamic backend * Unit tests Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I0753ce35b8e8a6223a1471388b49246d82438a44
2020-02-03IVGCVSW-4393 Register backend countersJim Flynn
Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I419ecc2fce4b7e0fcaeb6d1f9cb687c0b660125d Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2020-01-29IVGCVSW-4316 First draft of IBackendProfiling and IBackendProfilingContextColm Donelan
* Introduce two new backend profiling interfaces IBackendProfiling and IBackendProfilingContext. * Add a mechanism to pull a context from a backend through IBackendInternal * Update CL, Neon and Ref backends to return an empty profiling backend. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: I6e7438fcb126ad7a073a226862dc44836c9998b7
2020-01-28IVGCVSW-4316 Promote ISendTimelinePacket and IProfilingGuidGeneratorColm Donelan
As part of IVGCVSW-4316 we need to expose ISendTimelinePacket and IProfilingGuidGenerator to enable them to be used by backends for profiling. This also required moving ProfilingRelationshipType from ProfilingUtils. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: I58cc64e32ecfffa5231c9d2028522ed58d0ddf31
2020-01-24IVGCVSW-4262 Use ACL Permute and Reshape Validate function in Neon and CLKevin May
!android-nn-driver:2642 Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: Ibabb73c0ae0df2e530a68398f75c76e6b80c0701
2020-01-24IVGCVSW-4370 Deprecate DataType::QuantizedSymm8PerAxisDerek Lamberti
!android-nn-driver:2622 Change-Id: If99d3eff71ff66ba28af1e5af248299fe04511b9 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2020-01-23IVGCVSW-4259 Add frontend and reference workload for UnaryOperationLayerjosh minor
* Added new layer named ElementwiseUnary * Deprecated existing Abs/Rsqrt layer functions * Updated existing Abs/Rsqrt test infrastructure to use new layer * Added boilerplate for new Exp,Neg,Sqrt elemwise op layers * AbsQuantize test removed pending future commit * Serialization support added !android-nn-driver:2550 Change-Id: Ic595c645925e17b45db568187fd05646daf2e87f Signed-off-by: josh minor <josh.minor@arm.com>
2020-01-23IVGCVSW-4268 Print all Descriptors on dot graphTeresa Charlin
Change-Id: I82a7dcffc3771efa8350e2e1e22cfb20969551f9 Signed-off-by: Jim Flynn <jim.flynn@arm.com> Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
2020-01-21IVGCVSW-4364 Only apply deprecated attribute where availableDerek Lamberti
Change-Id: Ifde03ea6d9057db0949acad95560be8852c05f73 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2020-01-20Remove use of ArmNN.hpp from other public headersMatthew Bentham
Also remove it from armnnSerializer and armnnUtils. In general code within Arm NN should only include exactly what it needs. This will help keep compile times down, and reduces the need for a complete rebuild when anything in the public headers changes. ArmNN.hpp should only be provided as a convenience for user code where the user doesn't know enough of the API to decide which specific headers they need. Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com> Change-Id: I4ffcaa7662af4f88a1babf2bf17d03da6f77d665
2020-01-16Remove Logging.hpp from ArmNN.hppMatthew Bentham
Logging.hpp is mainly useful for raising Arm NN log messages. There's very little point in automatically including it for users of the library via the ArmNN.hpp convenience header. Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com> Change-Id: I71fb3188dc0b30c1bbc86a31996470c707d38c19
2020-01-16Remove use of boost from Logging.hppMatthew Bentham
This helps prevent leaking of boost names into Arm NN public headers. Change-Id: I1605d2ed178965f8e502bc6a4b4ac3e627bbbbed Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
2020-01-13Rename quantized data types to remove ambiguity for signed/unsigned payloadsDerek Lamberti
!android-nn-driver:2572 Change-Id: I8fe52ceb09987b3d05c539409510f535165455cc Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2020-01-09Fix issues due to #include Windows.hRob Hughes
Change-Id: I9d77b5ad6cd81e87217da0c47788a43834c3ac28 Signed-off-by: Robert Hughes <robert.hughes@arm.com>
2020-01-02IVGCVSW-4246 Clean build of backends with -WextraDerek Lamberti
Change-Id: I9e8d5576b3ec04c871785d5f2f9545bf1136e59b Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-12-31IVGCVSW-4246 Clean build of ArmNN API with -WextraFrancis Murtagh
Change-Id: I6003d2f82ca02d926dd95abee712337783eacfc7 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com> Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2019-12-30Fix compilation error when building for Linux (non Android)Ayan Halder
When building for Linux, 'boost::ignore_unused()' should be used to suppress the following error :- error: unused parameter 's' [-Werror=unused-parameter] Change-Id: I9ecfe93c75ee4117eb6d2e1e75442179cee9fec9
2019-12-13IVGCVSW-4178 Add code to increment the 3 ArmNN countersKeith Davis
* Increment at Runtime.cpp | BackendRegistry.cpp | LoadedNetwork.cpp * Update unit tests * UID generation is now handled by backends Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: Ifa53763409078c14839675206d8b260cdc36a8df
2019-12-10IVGCVSW-4212 Example of standalone dynamic reference backendNarumol Prangnawarat
* Add example to build dynamic reference backend * Add functions to clear dynamic backends * Fix the error when dynamic backend is not deregistered * Add DYARMNN_DYNAMIC_BACKEND_ENABLED to check disable empty dynamic backend when dynamic backend is enabled Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I1ef3a3f10ed6ca5ec18d0af04b007fc3bc71a3cb
2019-12-09IVGCVSW-4157 Pass custom options directly to backendsDerek Lamberti
Change-Id: I98cfb913dbd00cb94bdb5dbe82753ca147f7f671 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-12-09IVGCVSW-4211 Add Signed 8 bit Quantisation support into the Reference backendFinn Williams
!android-nn-driver:2435 Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I10ecd4a8937725953396805f33a3562a5384c4d4
2019-12-09IVGCVSW-4227 Add CpuAcc backend support for DetectionPostProcessDerek Lamberti
Change-Id: I318bf92b8d1db593d9c30b9b4412bfecbe65bc12 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-12-09IVGCVSW-4210 Create a public API for the common backend filesMatteo Martincigh
* Create a public API for the common backend files * Move OutputHandler to armnn internal * Remove unused headers Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com> Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I3e86d908b021e3561befa9d45158d87d2cbb18c0
2019-12-06Add noexcept to std::hash specialisation for BackendIdMatthew Bentham
This fixes a warning reported by gcc 8.3 with -Wextra Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com> Change-Id: I5aad9fe201545d8c87ace9d24e53e900289986b8
2019-12-05Replace boost logging with simple loggerDerek Lamberti
!referencetests:214319 * Reduces arm nn binary size ~15% * Also fixed test logging black hole issues Change-Id: Iba27db304d9a8088fa46aeb0b52225d93bb56bc8 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-11-29IVGCVSW-4209 Create a public API for the ArmNN UtilsMatteo Martincigh
* Moved the relevant armnnUtils headers to the new location: include/armnnUtils * Update the header usage throughout the source code !android-nn-driver:2387 Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com> Change-Id: I2ba15cebcacafad2b5a1a7b9c3312ffc585e09d6
2019-11-27Add IsQuantizeType(DataType) for use in validation functionsAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Ib790b24cfde87c92e29615da942c25bf7c98f95e
2019-11-19MLCE-144 Cts NNAPI test cases failedMike Kelly
* Fixed numerous CTS/VTS failures related to Quantization Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: If5c20256366e80b6b9bbc46b2a1c410a9b8c48e1
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