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* Enabled RefLayerTests for Signed32
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: Idbe6fb7607c7e44a8df560b55f28c64a4c4286cd
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* Also enabled copy to/from CL for Signed32.
Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: I0113182891f9767de73f04dcd81252c84c996eda
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* Add is_initalised() check to CLScheduler in
ClContextControl.
* Now use CLDepthwiseConvolutionLayer instead of
CLDepthwiseConvolutionLayer3x3.
* Now use NEDepthwiseConvolutionLayer instead of
NEDepthwiseConvolutionLayerOptimized.
!android-nn-driver:2212
Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: I509af65315a4322dc820a5cc1bbd36ed6999b4a7
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!android-nn-driver:2260
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Iad93c1940568ffa65ed314c8871ea66caf4f9e4a
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Added ProfilingGuid to
* INetwork,
* Network,
* IOptimizedNetwork and
* OptimizedNetwork
!android-nn-driver:2234
!armnn:2250
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: I235116992cc47b4f385b7eb9da514c6350ca00f4
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TransposeConvolution2d
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Ie0dc1204eee925adfb1e59aba3f1137178302184
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* Fix input data to allow for loss of precision due to valgrind which
causes incorrect quantization of multiples of 5 with scale of 2.
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I354dcb8117e1ab07771b78d0e4808d9f3f95925b
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* Teporarily return false from IsConvolution2dSupported() whenever the
weights tensor has per-axis quantization in order to avoid exceptions
being thrown from ACL during attempted execution
* Should be reverted once per-axis quantization support will have been
added to the ACL backends
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Ie2e1a7f3f5550a4b43f7f007ee5c86a8760872eb
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* Refactoring to enable ProfilingGuid
* Add profiling includes to Android.mk
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: Ieb25e15e3dc302eb42817d824ad8411ac76dcfe8
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* 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
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Signed-off-by: janeil01 <jan.eilers@arm.com>
Change-Id: I8f95846a461aa77c8cff4311f92368a419bbb28d
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* Added support for QuantizedSymm8PerAxis to ArmComputeTensorUtils.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: Ib8662f216bc4b6b54e0099780f73bcf6ef05384b
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Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I2da66efca40bc21d417efc42a225877d94e31428
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* Replace predefined file name with randomly generated file name to
avoid reading back old dumps
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Ia48a9cda4527c585453383a5d758e1831c38604a
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* Moved ProfilingGuid to Types.hpp
* Refactoring to enable ProfilingGuid
Signed-off-by: janeil01 <jan.eilers@arm.com>
Change-Id: Ibf77002d74e484f8a63ffd96aa14303c1f0d38ae
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* Added ITimelineDecoder.h C interface
* Added an example implementation of ITimelineDecoder.h
* Added command handlers for the timeline directory and objects
* Added tests for the decoder implementation
* Changed ReadSwTraceMessage to take a const unsigned char*
so it can be used by the directory command handler
* Fixed some bugs in ProfilingUtils.cpp and related tests
Change-Id: If06faf1fe0274a8f022f194a6d3527f5ce5374c6
Signed-off-by: Finn Williams <Finn.Williams@arm.com>
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This was a bug that meant invalid dot files were produced due to MemCopy
layers having a name including "->".
Change-Id: If9f5b13d433f6a7328bf0ad8c7ec89cdce2462b0
Signed-off-by: Rob Hughes <robert.hughes@arm.com>
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* Added RecordEvent utility function to the TimelineUtilityMethods
class
* Added new utility function to get a timestamp
* Added unit tests
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: Ia3f8fe7397915fa6c903ce0c0abab3047cea628c
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Convolution2d workload
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I0ac08ba4864d48e6f64c4ac645dad8ea850be112
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* 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>
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* Add FileOnlyProfilingConnection Decorator
* Fix bug where Conn Ack not automatically sent back
* Modify GatordMock to use the Counter Directory class.
* Promote DirectoryCaptureCommandHandler from GatordMock into ArmNN.
* Remove MockUtils as it's contents were moved or deleted.
* Rewrite GatordMockTests to use Counter Directory class.
* Flush streams in ProfilingConnectionDumpToFileDecorator::Close.
Signed-off-by: Keith Davis <keith.davis@arm.com>
Signed-off-by: Colm Donelan <Colm.Donelan@arm.com>
Change-Id: I77b2aedece24150dd31691b577f3b5d81b2e226f
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converted from tensorflow model: http://download.tensorflow.org/models/object_detection/ssd_mobilenet_v3_small_coco_2019_08_14.tar.gz
Signed-off-by: Jung Tae-young tee.ty.jung@openedges.com
Change-Id: I5867792f36a37d574ce44738d6a412c5557b97df
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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
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* Using std::thread::id as a general data type for thread id
* Added new profiling util functions for reading/writing a thread id
to/from a buffer
* Fixed code and unit tests accordingly
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I1aaa3bdb740c8a97010f655b1e9f7581b52e7aff
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* Added convenience "using" statement for the unique pointers to
IPacketBuffer
* Replaced all the occurrencies in the code
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: Iffec3a425ffbc1ecb23012971563a48139eb32eb
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* 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
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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I0bb0e9da306eee3e19dc9967a6c8bb01da998deb
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* 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
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* 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
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Signed-off-by: Jung Tae-young tee.ty.jung@openedges.com
Change-Id: I44d24b525b78b8d3fee0197abda7bd667eb04d83
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* armnnOnnxParser makes tensorInfo from graph->value_info
but PyTorch does not add weight/bias tensor information to graph->value_info
so tensorInfo of const tensor should be extracted from graph->initializer
Signed-off-by: Jung Tae-young tee.ty.jung@openedges.com
Change-Id: Ib2656dd25abc522012cf413e843fe03949cb2eb0
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* Added extra dims definition for the second dimension of the weights
Signed-off-by: Jung Tae-young tee.ty.jung@openedges.com
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: Ifeeff5c3d4733dbb9c246242fc4b796eb4d515a5
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Change-Id: I3c461e5449cf4bfa94d6d5e8dee03c210f2734e5
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
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* Added test SerializeResizeBilinear to ensure that ResizeBilinear
layers are serialized as Resize layers
* Added test EnsureResizeBilinearBackwardCompatibility to ensure
the Deserializer is still able to deserialize an old binary that
contains a ResizeBilinear layer and that it creates the correct
equivalent Resize layer from it
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: If227c5f1f3d027dff7d8f306dee97fd488755a72
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* 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
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Signed-off-by: Richard Burton <richard.burton@arm.com>
Change-Id: I033ef445fa8e5ae825cfde29927b88e97e20f093
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* Refactoring of some of the public API headers
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I9006fe49945b10a6b83908b05aa4a6556639b491
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* Fixed return value for armnnSerializer::ResizeMethod_Bilinear
in ToResizeMethod()
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: If5ea0fbfec6986d11c409f7072390b8c65805aa9
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Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I311270dac0ba90b04e3488572e6b045546114a12
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Pass -DSHARED_BOOST=ON to cmake to link dynamically to boost.
This makes it possible to use standard package-installed boost
libraries in a native build.
Change-Id: I6cbd72fae8b0cf8ae07f4382ab0510854c1623fd
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
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Change-Id: I443dcc9545392a0b17ffd700d2f14cbed64d35e7
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
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* Moved to BackendRegistry.hpp include/armnn
* Updated makefiles and sources accordingly
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I4d83abb581d523218a880c879fcf30c9611f7fd7
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ValidateBiasTensorQuantization()
* Altered the function to validate all the scale values in the bias
tensor info when per-axis quantization is enabled
* Added unit test to check if ValidateBiasTensorQuantization() works
as intended
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I676d17690cda6bbdd41da5fdbaa50a3d3b5fd102
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* Call ACL Validate function for validating Floor operator on CL backend
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I2206ec86de6eabd18c12d023116d1f4c24487e0d
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* Added new method to the TimelineUtilityMethods class
* Added unit tests
* Code refactoring
* Skipped the 0 when generating a dynamic GUID for testing purposes
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: Ic2c8033ad010e07b0f8b7971ce653263e21c6f97
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* Add CreateNamedTypedEntity function
* Add NameEntity function
* Add TypeEntity function
* Unit tests
Change-Id: I3cc27157a0b41c8709b0a468f93b58b63a1ad8d1
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Iea09539c92d51e546fbad8b2903b59fc08d66618
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* Create new utility function in the TimelineUtilityMethods class
* Added unit tests
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I63704b94d5cc6861e4e160de2aae4ae497699dd2
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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Id00eeb7f5e833226aee5e03f8711ab2ae5a84e30
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* Move implementations to newly created source file
ResizeTestImpl.cpp, leave only the declarations in
the header
* Reduce code duplication by extracting common code
into a generic implementation template
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Ib8aa395e5fb4470b26cbe943c177f6b64c860a93
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