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2019-11-14Add SpaceToDepth to GetLayerTypeAsCString()Aron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I263c78e02238fa7c7f9ab6408fb197664e5fe048
2019-11-14CL & Neon workload factories inherit from WorkloadFactoryBaseDerek Lamberti
Change-Id: I1f694be7ef1d333b5ef9b60ea7029454ade02628 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-11-14Fix link error due to pthread being linked in the wrong orderRob Hughes
Change-Id: I9602c758fe462b65d67de491d91fb2392b09b8bd Signed-off-by: Robert Hughes <robert.hughes@arm.com>
2019-11-14Fix a few compile errors:Rob Hughes
* Replace use of non-standard integral types (e.g. u_char) * Convert boost::filesystem::paths to std::strings using the .string() method rather than .c_str(), because on Windows .c_str() returns a wide character string, which is not convertible to a std::string. Change-Id: Ia86b0653697033bb1afa01e64b5b2103dd042ffd Signed-off-by: Robert Hughes <robert.hughes@arm.com>
2019-11-13IVGCVSW-3697 Add utility function to get ArgMinMaxFunction as stringFrancis Murtagh
* Allow logging of ConvertArgMinMax calls with specified Min/Max function which take place in HalPolicy Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: Ic8c38106725023c864f7950dc9d0e2737485cfef
2019-11-13IVGCVSW-4053 Enable ArgMinMax EndToEndTest for NEON/CLJames Conroy
* Enabled for Float32 only, as per support in ACL. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I251fc832e3058d389ee9bef96856baff89ba6f9a
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
2019-11-13IVGCVSW-3695 Add CL ArgMinMax workloadJames Conroy
* Also enabled copy to/from CL for Signed32. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I0113182891f9767de73f04dcd81252c84c996eda
2019-11-12IVGCVSW-4051 Update ACL pin to 94e0cf960ea6116eb57fa88d9b951f859b52c602James Conroy
* 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
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-4069 Add ProfilingGuid to NetworkJan Eilers
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
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
2019-11-11IVGCVSW-4064 ArmNN Master fails due to an error in RefArgMaxAxis2Uint8TestFrancis Murtagh
* 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
2019-11-11IVGCVSW-4104 Report Conv2d per-axis quantization unsupported on ACL backendsAron Virginas-Tar
* 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
2019-11-08IVGCVSW-4067 Change LayerGuid to use ProfilingGuidjaneil01
* Refactoring to enable ProfilingGuid * Add profiling includes to Android.mk Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ieb25e15e3dc302eb42817d824ad8411ac76dcfe8
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
2019-11-08Add profiling includes to Android.mkjaneil01
Signed-off-by: janeil01 <jan.eilers@arm.com> Change-Id: I8f95846a461aa77c8cff4311f92368a419bbb28d
2019-11-08IVGCVSW-4108 Fixed invalid data type exceptionMike Kelly
* Added support for QuantizedSymm8PerAxis to ArmComputeTensorUtils. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Ib8662f216bc4b6b54e0099780f73bcf6ef05384b
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
2019-11-07IVGCVSW-4107 Fix bug in ProfilingConnectionDumpToFileDecoratorTestsAron Virginas-Tar
* 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
2019-11-07IVGCVSW-4102 Move ProfilingGuid to public interfacejaneil01
* Moved ProfilingGuid to Types.hpp * Refactoring to enable ProfilingGuid Signed-off-by: janeil01 <jan.eilers@arm.com> Change-Id: Ibf77002d74e484f8a63ffd96aa14303c1f0d38ae
2019-11-07IVGCVSW-3951 Create the timeline decoderFinn Williams
* 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>
2019-11-07Escape angle brackets in dot file labelsRob Hughes
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>
2019-11-06IVGCVSW-4065 Add a RecordEvent functionMatteo Martincigh
* 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
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>
2019-11-06IVGCVSW-3444 File Only Profiling ConnectionKeith Davis
* 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
2019-11-05GitHub #294 Add sample serialized graphTee Jung
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
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
2019-11-05IVGCVSW-4065 Use platform-specific thread id size in Timeline packetsMatteo Martincigh
* 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
2019-11-05IVGCVSW-4065 Refactor the IPacketBuffer smart pointersMatteo Martincigh
* 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
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
2019-11-05IVGCVSW-3843 Add support of per-axis quantization to BuildArmComputeTensorInfoAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I0bb0e9da306eee3e19dc9967a6c8bb01da998deb
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
2019-11-04Make onnx parser to support TanH / Sigmoid / LeakyRelu layersTee Jung
Signed-off-by: Jung Tae-young tee.ty.jung@openedges.com Change-Id: I44d24b525b78b8d3fee0197abda7bd667eb04d83
2019-11-04Fix crash issueTee Jung
* 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
2019-11-04Match shape in between initializer and tensorTee Jung
* 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
2019-11-01Better error reporting for unconnected layersMatthew Bentham
Change-Id: I3c461e5449cf4bfa94d6d5e8dee03c210f2734e5 Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
2019-11-01IVGCVSW-4050 Add backward compatibility deserialization test for ResizeBilinearAron Virginas-Tar
* 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
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
2019-11-01Increase tolerance for bias scale quantization calculation for ResNet50v2ricbur01
Signed-off-by: Richard Burton <richard.burton@arm.com> Change-Id: I033ef445fa8e5ae825cfde29927b88e97e20f093
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
2019-10-31Fix bug in deserializitaion of ResizeLayerAron Virginas-Tar
* Fixed return value for armnnSerializer::ResizeMethod_Bilinear in ToResizeMethod() Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: If5ea0fbfec6986d11c409f7072390b8c65805aa9
2019-10-31IVGCVSW-4049 Fix potential threading issue with the SendCounterPacket threadFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I311270dac0ba90b04e3488572e6b045546114a12
2019-10-31Github #277 Add option to use shared boost librariesMatthew Bentham
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>
2019-10-31Github #220 Mention deprecated Caffe features in the Caffe parser READMEMatthew Bentham
Change-Id: I443dcc9545392a0b17ffd700d2f14cbed64d35e7 Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
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
2019-10-31IVGCVSW-3842 Add per-axis quantization support to ↵Aron Virginas-Tar
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
2019-10-31IVGCVSW-4039 AndroidQ (HAL 1.2) driver support for Fp16Sadik Armagan
* 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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