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2020-02-19IVGCVSW-4472 Yolo v3 ExecuteNetwork failingKeith Davis
* Add Debug workload for QAsymmS8/U8 * Change Dequantize tests to test AsymmS8 instead of SymmS8 * Fix incorrect supportedness within RefLayerSupport Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: Ie51f1e33c564d46c86bf0150b1addda3fc093d13
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>
2020-02-07IVGCVSW-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
2020-02-04IVGCVSW-4390 Refactor QUANTIZE to make use of Decoder/Encoder typesKeith Davis
* Fix bug where QSymmS8 is duplicated and F16 is missing Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I312815868e74a9dff913bac052f1a86585644098
2020-02-03IVGCVSW-4334 Wire Signed Quantized 8 bit type into ACLKeith Davis
* Add QSymmS8 LayerSupport tests for all backends * Update BatchNormalization IsLayerSupport Bias' QSymmS8 case Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: Ib66befe11f9df5956869eb80699fc415a4d3fa16
2020-01-31IVGCVSW-4390 Refactor QUANTIZE to make use of Decoder/Encoder typesKeith Davis
* Add no-ops for CL/NEON Uint8 * Refactor Quantize workload to Decoder/Encoder types Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I80b09de528299b925e2ac38acd9a5019b8d3e4ac
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-4306 Verify the tflite Yolo v3Keith Davis
* Added debug layer support for QSymmS8 * QSymmS8 support for workloads Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I51af92fadc0be290629dd9198beab5abef9e351f
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>
2020-01-20Remove inclusion of ArmNN.hpp where it is unnecessary.Matthew Bentham
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com> Change-Id: Idb583f8de4470eefb47c90189cd3c90e74e0440a
2020-01-17Add Signed32 to debug layerNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Iedfc196bfd18e8280e99a06db68df9c15c8ea835
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
2020-01-13Rename 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>
2020-01-07IVGCVSW-4246 Enable -Wextra by defaultDerek Lamberti
!referencetests:218340 Change-Id: If24a604310d0363b1f09b406e4d53ebfeb106aad Signed-off-by: Derek Lamberti <derek.lamberti@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 Layers with -WextraDerek Lamberti
Change-Id: I649cd2304fb0040164763d31a12fc77c6c3bed87 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
2019-12-05Replace 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
2019-11-19IVGCVSW-4068 Add Guid to WorkloadNarumol Prangnawarat
* Add Guid to Workload * Remove circular dependency Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Signed-off-by: janeil01 <jan.eilers@arm.com> Change-Id: I15342fa7481c6bdc050e057dce2d74bba07fe2dd
2019-11-15Print CMake messages on stdout rather than stderrRob Hughes
The default version of message("...") print to stderr, which is inappropriate for informational messages such as the ones we are printing in these cases. Using message(STATUS "...") makes these messages appear on stdout instead which is more appropriate. Change-Id: I02f41e6b4948e6938566f06d7164444bd5b8199e Signed-off-by: Robert Hughes <robert.hughes@arm.com>
2019-11-15Add FP16 support to DebugWorkloadAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Ia879f2d84a1b977474ee0dafa976f2aab32bd3ae
2019-11-13IVGCVSW-4128 Add Signed32 to supported input types for Ref ArgMinMaxFrancis Murtagh
* Enabled RefLayerTests for Signed32 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: Idbe6fb7607c7e44a8df560b55f28c64a4c4286cd
2019-11-12IVGCVSW-4079 Add support of per-axis quantization to DepthwiseConvolution2dTeresa Charlin
!android-nn-driver:2260 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Iad93c1940568ffa65ed314c8871ea66caf4f9e4a
2019-11-12IVGCVSW-3839 Add support of per-axis quantization to reference ↵Aron Virginas-Tar
TransposeConvolution2d Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Ie0dc1204eee925adfb1e59aba3f1137178302184
2019-11-08MLCE-144 Fix cts MAX_POOL_2D_V1_0 testsFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I2da66efca40bc21d417efc42a225877d94e31428
2019-11-06IVGCVSW-3837 Add support for per-axis quantization to reference ↵Aron Virginas-Tar
Convolution2d workload Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I0ac08ba4864d48e6f64c4ac645dad8ea850be112
2019-11-06IVGCVSW-4038 Convert Strided_Slice Shrink_Axis_Mask Parameter to ACL formatFrancis Murtagh
* Add conversion method to reverse bits in Shrink_Axis_Mask * Add Unit tests for Neon, CL and Reference backends * Fix supportedness of constant layer which is causing error in DeepSpeech Uint8 * Also convert the Begin_Mask and End_Mask Change-Id: I448b083c3463558e8fb5204923ab554cd43264ba Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2019-11-05IVGCVSW-3836 Add support for Int32 per-axis scalesAron Virginas-Tar
* Added ScaledInt32PerAxisDecoder implementation * Added new case for Signed32 in MakeDecoder that returns a ScaledInt32PerAxisDecoder if the tensor info has multiple quantization scales Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I8b3c11091644da993044d2a0fe2aba6b06b5af56
2019-11-04IVGCVSW-3835 Create Encoder and Decoder for QSymm8PerAxisKeith Davis
* Add QuantizedSymm8PerAxis to armnn DataType (types.hpp) and * Add Quantize and Dequantize template for int8 in TypeUtils to be able to compute QSymm8 of the weight * Create PerAxisIterator for per-axis quantization * Create QSymm8PerAxisDecoder * Create QSymm8PerAxisEncoder Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: Ibcfe0288a197b7ee50b543bdbd77b7edb8a547c2
2019-11-04Add fp16 support for dequantizeJan Eilers
* Changed RefDequantizeWorkload to use Encoder/Decoder * Added related unit tests for Cl, Neon and Ref Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ic2fd4103090dd2127c6859b49305736f7b2dfb05
2019-11-01IVGCVSW-3698 Add EndToEnd Layer test for ArgMinMaxNarumol Prangnawarat
* Add EndToEnd test implementation for ArgMinMax * Add EndToEnd tests for Ref * Fix output data type of ArgMinMax in WorkloadFactory Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I6d07d25bb96ab21422584284046222257ddee43c
2019-10-31GitHub #292 Move BackendRegistry.hpp to the public APIMatteo Martincigh
* Moved to BackendRegistry.hpp include/armnn * Updated makefiles and sources accordingly Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com> Change-Id: I4d83abb581d523218a880c879fcf30c9611f7fd7
2019-10-21IVGCVSW-3999 Add unit tests for new comparison operationsAron Virginas-Tar
* Refactored existing tests for Equal and Greater and moved them to ComparisonTestImpl.cpp * Removed EqualTestImpl.cpp and GreaterTestImpl.cpp * Added new unit tests for GreaterOrEqual, Less, LessOrEqual and NotEqual Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I25013200beb1acb88e83b813c5382cb277c74cd7
2019-10-21IVGCVSW-3993 Add frontend and reference workload for ComparisonLayerAron Virginas-Tar
* Added frontend for ComparisonLayer * Added RefComparisonWorkload * Deprecated and removed Equal and Greater layers and workloads * Updated tests to ensure backward compatibility Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Id50c880be1b567c531efff919c0c366d0a71cbe9
2019-10-16IVGCVSW-3895 Add EndToEndLayerTest for the Reference Implementation of ↵Sadik Armagan
LOG_SOFTMAX Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I500f0b819be543dc5829990d363e5d911197c9ec
2019-10-15IVGCVSW-3892 Add EndToEnd Layer test for INSTANCE_NORMALIZATIONSadik Armagan
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Ia646446d52a7b597c3021f1e235465a96ce2beed
2019-10-15IVGCVSW-3975 Add reference workload for LOG_SOFTMAXAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I10bb7133e0e2d6d7199abdf39562b1226bbbd3e7
2019-10-09IVGCVSW-3888 Add INSTANCE_NORMALIZATION Reference implementationKevin May
Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I725022f86e990c482ea323fc90fd136fe493ed68
2019-10-04IVGCVSW-3925 Add Backward compatibility for ITensorHandle CreateTensorHandle ↵David Monahan
functions Change-Id: I940b7ca706c9a8bc38743176eb7959aa629a6876 Signed-off-by: David Monahan <david.monahan@arm.com>
2019-10-03IVGCVSW-3696 Add NEON ArgMinMax workload and testsJames Conroy
* Added layer tests and fixed WorkloadData validate. * Also enabled copy to/from NEON for Signed32. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I5e961f88434e18d5a8ebff956d20a1c2cf1b50bb
2019-10-02IVGCVSW-3738 Add end-to-end layer test for DepthToSpaceAron Virginas-Tar
* Added end-to-end layer test implementation for DepthToSpace * Added test to reference, CL and NEON backends for all supported data types and data layouts * Extracted common data permutation code into new utility file and refactored some existing tests to reduce code duplication * Fixed EndToEndLayerTestImpl template to work with Float16 data Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Iaf7a0012c520451052b20c37e36dc05fa8314ff6
2019-09-27IVGCVSW-3689 Support Import of Output Tensors for the Neon BackendFerran Balaguer
Change-Id: I6323c5f68248b54b3ed3b4cb92f1e8bf9c279b8d Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com>
2019-09-25IVGCVSW-3908 Fix DepthToSpace reference unit test failures on Android QAron Virginas-Tar
* Use different way of constructing the PermutationVector objects needed by the DepthToSpace workload Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Ieb32c21b7cb4c2e9af22e9e1a0ac2c534be5559d
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