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2019-11-08IVGCVSW-4077 Disable NEON memory importJames Conroy
* Temporarily handles cases in CalculateEdgeStrategy where dstFactory pointer is null when import is disabled. * This patch is required for ensuring debug layer works correctly when executing a model on Neon. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I7304723246d362d6d9073c3d0b1224e194a8532c
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
2019-11-05Rename Optimize's errMessages to messagesRob Hughes
This parameter can contain both errors and warnings, so calling it errMessages is confusing as the user only expects to see errors here. Ideally this rename should be propagated to the lower layers of the implementation, but the public header change is the most useful part. Change-Id: I062564cf38d36f950adfa7c37c090b189e068134
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
2019-11-01Better error reporting for unconnected layersMatthew Bentham
Change-Id: I3c461e5449cf4bfa94d6d5e8dee03c210f2734e5 Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
2019-11-01GitHub #292 Build the ML-examples using only ArmNN's public frontend APIMatteo Martincigh
* Refactoring of some of the public API headers Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com> Change-Id: I9006fe49945b10a6b83908b05aa4a6556639b491
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
2019-10-30IVGCVSW-3831 Add support of per-axis quantization to TensorInfoAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Iea09539c92d51e546fbad8b2903b59fc08d66618
2019-10-25IVGCVSW-4018 Move QuantizeHelper.hpp to armnnUtilsAron Virginas-Tar
* Moved QuntizeHelper.hpp to armnnUtils * Reordered parameters for QuantizedVector and added default values for qScale and qOffset to make life easier when using the function for non-quantized types such as Float16 Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I28c263dfa425f1316feccb4116839a84f5d568e5
2019-10-24IVGCVSW-4011 Add Unit tests for StandInLayerColm Donelan
* Added network level unit tests with different number of inputs and outputs. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: I251296ca98a34f459181fed32343e7c579938eab
2019-10-23IVGCVSW-4010 Add serialization support for StandInLayerAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I2017c15b485b82437c6ffdac4d3112bcc2cbe9e9
2019-10-23IVGCVSW-4013 Test that the quantizer fails gracefullySadik Armagan
* Added Quantizer test for StandIn Layer Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I48bb9cadb48e20ee8e5b3dcf9e2f9fdb3b68351d
2019-10-22IVGCVSW-3995 Add Quantizer support for ComparisonLayerAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Iab9b234d233591391a8e8626b7e8df3b7b0770a0
2019-10-21IVGCVSW-4009 Get string name for StandInLayer typeDerek Lamberti
Change-Id: I6808937bd35a2419814d04016b780efa6bb8724c Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-10-21IVGCVSW-4009 StandInLayer frontend APIDerek Lamberti
Change-Id: I058c57b554769799c6775813215070ef47790e3d Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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-3991 Make Descriptor objects comparable and refactor LayerVisitor testsAron Virginas-Tar
* Implemented operator==() for Descriptor structs * Refactored TestNameAndDescriptorLayerVisitor to eliminate code duplication by using templates and taking advantage of the fact that descriptor objects can now all be compared the same way using == * Cleaned up TestNameOnlylayerVisitor by moving all test cases for layers that require a descriptor to TestNameAndDescriptorLayerVisitor Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Iee38b04d68d34a5f4ec7e5790de39ecb7ab0fb80
2019-10-15IVGCVSW-3948 Add Startup method to ProfilingJim Flynn
Change-Id: I591e84048775278bfc728e1b0c189ff4cf2d350b Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-10-15IVGCVSW-3976 Add Quantizer support for LOG_SOFTMAXSadik Armagan
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I907f9b585f7ecd079c9cdd3c2edb6c473bf1d215
2019-10-11IVGCVSW-3973 Add frontend for LOG_SOFTMAXAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Ic6acc7176deea3753b32ce6340f642d19dce0e9f
2019-10-10IVGCVSW-3944 Add ArgMinMax output shape validationJames Conroy
Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I469895da158b062cd19248832525fa21527f7d41
2019-10-08IVGCVSW-3948 Add Profiling config to Runtime constructorJim Flynn
Change-Id: Ib5cb85e620ed2cd76a85d423b2674b5d80981be9 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-10-04IVGCVSW-3935 Add Quantizer support for INSTANCE_NORMALIZATIONAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I175008c81da028fb5bdc71e0abff06bc6e58734c
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-3932 Add frontend for INSTANCE_NORMALIZATIONKevin May
Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: Ib152148ccd8d2733c617d0cf9402661fc6b71316
2019-10-01IVGCVSW-3922 Fix Arm NN build issue - memory access violationKevin May
* Only run breaking test if Ref backend is available Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I64850c902f7b900fe9f50d357c283c9a2bf73c19
2019-09-27NNXSW-1826 Add an optimization step which combines Permute and BatchToSpace ↵Rob Hughes
into DepthToSpace This is only possible in some limited cases, but removes an extra layer from the graph and so should improve performance in all cases. Change-Id: I7b3e6ba5dacb4fdb816ad270edaecda1436ab4cf Signed-off-by: Rob Hughes <robert.hughes@arm.com>
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>
2019-09-25NNXSW-1826 Move tests for Optimization classes to separate filesRob Hughes
This splits up the >1000 line OptimizerTests.cpp file. Each Optimization class now has its own test file, all of which are in a subfolder of tests called "optimizations". The original OptimizerTests.cpp now contains mostly (completely?) tests for validating output shapes, which perhaps should be moved to test files specific to the layer types they are testing. Change-Id: Icd1196cad8b720abcb156921aab1adbd4026756b Signed-off-by: Rob Hughes <robert.hughes@arm.com>
2019-09-24IVGCVSW-3900 Add deserialization test for DepthToSpaceAron Virginas-Tar
* Fixed bug in DepthToSpaceLayer::InferOutputShapes by removing leftover throw UnimplementedException * Added Deserializer/DepthToSpaceFloat32 deserialization test Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I8fc31d0270b4de1dac45ee12c2b798df81f312a7
2019-09-24NNXSW-1826 OptimizeConsecutiveReshapes: remove unnecessary call to ↵Rob Hughes
MoveAllConnections This is called at a time when newReshape has nothing connected to its output slot (as it has just been created) and so is a no-op. The code comment indicated that the intention was to connect the newReshape to its *input*, but that has already been done in the InsertNewLayer() call above, so the comment was incorrect. There is a unit test covering this case ("OptimizeConsecutiveReshapesTest") Change-Id: I933d5d1c6eb32f5a8269fb5d7c809cd7c89680d1 Signed-off-by: Rob Hughes <robert.hughes@arm.com>
2019-09-24IVGCVSW-3623 Implement NeonTensorHandle::ImportDavid Monahan
Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I7213788725fd4e4cf1176998604e999d0b7ed6cc
2019-09-23IVGCVSW-3887 Add Quantizer support for DepthToSpaceAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I144c04f920ba3329886367f5e73fe758505ab96e
2019-09-20Fix some minor issues around SpaceToDepthAron Virginas-Tar
* Removed unnecessary code from SpaceToDepthLayer::InferOutputShapes() * Refactored SpaceToDepthQueueDescriptor::Validate() and added extra checks for block size and output depth Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Ieeed3144e2589b2e8695ef65ce17752bc595332f
2019-09-20IVGCVSW-3883 Add frontend for DepthToSpace layerAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I18d957af6e988ffb6b9ee46ac836d1f38600e10b
2019-09-19IVGCVSW-3727 Add LayerType::Slice to GetLayerTypeAsCString()Aron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I878fc65b0462289f61721cad12319c58f923c0c0
2019-09-19IVGCVSW-3725 Adding quantization support for ArgMinMaxNikhil Raj
Change-Id: I7582a9ee36b4d1764a5a137cefe9b7b7dfe30254 Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
2019-09-18IVGCVSW-3881 Add Quantizer support for SLICEAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I72bc00888d416fee177ea2e6e5006f8ff04f612e
2019-09-17IVGCVSW-3879 Fix output shape inference formula for TransposeConvolution2dAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I766f4297b9daa26edacc2079fe62a083ba2fa68f
2019-09-17IVGCVSW-3877 Reduce code duplication in TestNameOnlyLayerVisitorAron Virginas-Tar
* Defined macros for common class structure and near-identical test cases Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I47a2ece3e1797496c196f63c7fcd71e5748295c6
2019-09-17IVGCVSW-3875 Add frontend for SLICE layerAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Iebe675a0cee02db6f133d48ce58cbc1e233061db
2019-09-16Fix typo int comment surrounding constructor in ResizeLayer.hppAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I9739e2f685a49d00efaa873207c7b38d98b9b14c
2019-09-16IVGCVSW-3687 Add INetworkProperties to LoadNetworkDavid Monahan
* Allows users to specify if Import/Export should be used Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I64da26a6acbeb91ef72d31b6ccc01bb1447f624d
2019-09-12Add "explicit" qualifier to Optional -> bool conversion methodRob Hughes
This prevents unintended conversions that could lead to incorrect code compiling, e.g. Optional<a> == Optional<b> Also add comparison (==) operator to compare two Optionals. Update unit tests accordingly Change-Id: I6f975de7e666ba1ffe16c3ab50643116c6317135 Signed-off-by: Rob Hughes <robert.hughes@arm.com>
2019-09-10IVGCVSW-3722 Add ArgMinMax to GetLayerAsCString InternalTypesKevin May
Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I304aec5c2f83d062a8b0c14d6c8ad01123dc7435
2019-09-10IVGCVSW-3829 Add CL workload for RSQRTAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Idf40ed0ebf2af3170137bf3a3cb5a9635a203d4a
2019-09-10IVGCVSW-3822 Add NEON workload support for ABSAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I0c2ead004200e053d748ea39937f2f9ed35a636b
2019-09-06IVGCVSW-3742 Add Quantizer support for ABSFinnWilliamsArm
Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com> Change-Id: I3f8e716ae432737bb314e26792d18aa518aa1952
2019-09-05IVGCVSW-3722 Add front end support for ArgMinMaxNikhil Raj
Change-Id: I31c5616bea3097f30cde68442d3222e0b0fe2235 Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
2019-09-05IVGCVSW-3739 Add Arm NN front end support for Abs LayerKevin May
* Add Abs Layer * Add no-op factory implementations for CpuRef, CpuAcc, GpuAcc * Add Queue Descriptor in WorkloadData * Add IsAbsLayerSupported to LayerSupport * Add LayerVisitor tests Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: Ib0992571d1c80de851cea466291be904e9bdb430
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