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2019-05-31IVGCVSW-3177 Refactor Floor reference workloadJames Conroy
* Renamed RefFloorFloat32Workload to RefFloorWorkload and updated references to reflect this change. * RefFloorWorkload now uses Decoders/Encoders and supports the use of multiple data types. * Deleted FloorTestImpl.hpp and moved its contents into LayerTests.hpp. Change-Id: Ie079d05f2f6a578172f0fe3024f9607c030bce64 Signed-off-by: James Conroy <james.conroy@arm.com>
2019-05-31IVGCVSW-3147 Add CL Dequantization workloadJim Flynn
Change-Id: I9baf6af3d98a26005a31075cd9c4e1f40938789b Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-05-31IVGCVSW-3195 Extend reference SpaceToBatch workload to support QSymm16nikraj01
Change-Id: I253eee2bbe1f48b94b03936af8f18603c1d58986 Signed-off-by: nikraj01 <nikhil.raj@arm.com>
2019-05-31IVGCVSW-3165 Added accidentally removed CreateFakeQuantization FunctionSadik Armagan
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I50a1a364f13df03dea0833023ec0f2c2794f24db
2019-05-31IVGCVSW-3171 Extend the Strided Slice Ref workload to support the QSymm16Matteo Martincigh
* Added support for QSymm16 in the Strided Slice workload * Added unit tests Change-Id: I84485bc2fd5ad2b4edb49c644b644878e0e5aded Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-05-31IVGCVSW-3170 Refactor the Strided Slice Ref workload for Float32 andMatteo Martincigh
QAsymm8 types * RefStridedSliceWorkload is no longer a template class * Refactoring of the ref StridedSlice implementation * Added ValidateTensorQuantizationSpace function Change-Id: Ifa182a33d79d42137731f48b995a7973c9d92152 Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-05-31IVGCVSW-3148 Add Neon backend support for DequantizeNarumol Prangnawarat
* Add NeonDequantizeWorkload * Add IsDequantizeSupported to call validate from ACL function * Add CreateDequantize to NeonWorkloadFactory * Unit tests Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I96a216ef78cc3f6a57aa439a16ae6aafd783ff93
2019-05-31IVGCVSW-3186 Add ClQuantizeWorkloadSadik Armagan
* Added ClQuantizeWorkload to enable quantization on CL backend Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Id49d5ec29514f6f853c2500a34b1a12444c49168
2019-05-31IVGCVSW-3185 Add NeonQuantizeWorkloadSadik Armagan
* Added NeonQuantizeWorkload to ArmNN Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I41f8707dda35c894841eddae2d3b78f088038c8e
2019-05-30IVGCVSW-3194 Refactor SpaceToBatchNd workloadnikraj01
Change-Id: Iac2ded9b20c37299e3de51465dcbfb5a7bfc52d5 Signed-off-by: nikraj01 <nikhil.raj@arm.com>
2019-05-30IVGCVSW-3159 Support QSymm16 for Splitter workloadsRuomei Yan
Change-Id: I9af5d2d8ade97b9ecd2e6fbf13db9fa3bb622ed8 Signed-off-by: Ruomei Yan <ruomei.yan@arm.com>
2019-05-30IVGCVSW-3182 Corrected expected model predictionsFinnWilliamsArm
* Changed expected predictions for TfLiteVGG16Quantized-Armnn.cpp * Changed expected predictions for TfLiteMobileNetQuantizedSoftmax-Armnn Change-Id: I3fe0bd3f6e44655b14b10887bc40fb0df31f81c8 Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com>
2019-05-30fix reference IsConvolution2dSupported error messagesLes Bell
Signed-off-by: Les Bell <les.bell@arm.com> Change-Id: Id454ac91ae1c0216f5ecfa1c3cde9430691f51f4
2019-05-30IVGCVSW-2771 Add more end to end tests for splitter on Cl, Neon, RefNarumol Prangnawarat
to cover different number of dimensions and split axis Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ia9a111c8dcfc08d04b54aa770d1ae5312c6b1c93
2019-05-30MLCE-119: Allow deph multipliers 2 and 3Pablo Tello
We had check in the parser to catch calls where deph_mult > 1, this came from the time when ACL supported only multiplier == 1. Change-Id: Ic21a2cd6a5bb328d43fc9c667e847429a57760b2 Signed-off-by: Pablo Tello <pablo.tello@arm.com>
2019-05-29IVGCVSW-3173 Extend reference softmax workload to support qsymm16nikraj01
Change-Id: I9ad5a04368a4587588d733ac36ad157f79b6c432 Signed-off-by: nikraj01 <nikhil.raj@arm.com>
2019-05-29Don't add redundant copiesDerek Lamberti
Change-Id: I117698ef6f96d250d55f0d9996319d45450e0c9b Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-05-29IVGCVSW-3172 Add QSymm16 support for reshape workloadNina Drozd
* Added QSymm16 to supported types in WorkloadData * Added QSymm16 to supported types in RefLayerSupport * Created templated SimpleReshapeTest in LayerTests * Updated ClLayerTests to use templated SimpleReshapeTest * Updated NeonLayerTests to use templated SimpleReshapeTest * Added test for QSymm16 to RefCreateWorkloadTests, RefLayerTests * Removed ReshapeTestImpl as all reshape test methods were moved * Added FloorTestImpl for existing SimpleFloorTest Change-Id: I78efede8aab74c2d4cb0841dd426b8e06186133d Signed-off-by: Nina Drozd <nina.drozd@arm.com>
2019-05-29IVGCVSW-2992 Document Concat layer renameJim Flynn
Change-Id: I499591ef268f8da8e08f22fd25eaf5e6c6caf5d9 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-05-29IVGCVSW-2745 Unit test error running ArmNN on Raspberry PiConor Kennedy
* Fix bad_alloc on NeonTimerMeasure test Change-Id: Ia4ab24abfe0305a3d7773162dc423bc049e1a3cc Signed-off-by: Conor Kennedy <conor.kennedy@arm.com>
2019-05-29IVGCVSW-3168 Refactor reference softmax workload into a single workloadnikraj01
Change-Id: Ie290efcbb9e3a6365cbd630cb2041e7b0f542505 Signed-off-by: nikraj01 <nikhil.raj@arm.com>
2019-05-28IVGCVSW-3119 Rename MergerLayer to ConcatLayerJim Flynn
!android-nn-driver:1210 Change-Id: I940b3b9e421c92bfd55ae996f7bc54ac077f2604 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-05-28IVGCVSW-3145 Refactor Reference Reshape workloadsNina Drozd
* Removed reference reshape workloads for float32 and uint8 * Added RefReshapeWorkload * Added check for supported datatypes for reshape in WorkloadData * Added check for supported datatypes for reshape in RefLayerSupport * Updated CMakeLists.txt * Updated references to reshape workloads Signed-off-by: Nina Drozd <nina.drozd@arm.com> Change-Id: I9941659067b022f8f7686ab0ff14776944dca3e5
2019-05-28IVGCVSW-2771 Add end to end tests for splitter on Cl, Neon, RefNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I44f8f1799f6182721751b1d117c9ada5b91f52e1
2019-05-28IVGCVSW-3033 Unit test using a MockBackend to validate OptimizerDavid Monahan
Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I5b446905c496001ba3c48ad5090e79e80d060d4e
2019-05-28IVGCVSW-2970 Support QSymm16 for FullyConnected workloadsFrancis Murtagh
* Add support for QSymm16 for FullyConnected * Add templating to Uint8 RefLayerTest to test QSymm16 Change-Id: Ie6e989daf2ca966d6c6805b8017126eb77ebfec4 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2019-05-27IVGCVSW-3129 Image pre-processing fix for TFLiteFinnWilliamsArm
* Resized images for quantized models are now statically cast to uint8 instead of quantized * Removed optional quantization parameters from ImagePreprocessor constructor * Changed mean and scale for TFLite models Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com> Change-Id: Id5ffdf77f3614d10c417e769bd8ffc4a4c07308b
2019-05-27IVGCVSW-3134 Refactor FullyConnected workloads into single workloadFrancis Murtagh
* Refactor FullyConnected workloads into single workload. * Refactor FullyConnected ref implementation to use Encoders and Decoders to support all DataTypes. * Deleted RefFullyConnectedFloat32Workload and RefFullyConnected2dUint8Workload. Change-Id: Iad30fb0287ab7491e1297997e7d61f1d00785541 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2019-05-24IVGCVSW-3033 Adding MockLayerSupport to MockBackendDavid Monahan
Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I90903af1b8c961a7727da9172a7f02031521a6ad
2019-05-23Make the script for getting the compute library more robustMatteo Martincigh
* Added an extra git fetch without specifying the remote to allow fetching from wathever remote one is using * Fixes a failure in our setup agents jobs Change-Id: I64b034eec5fba5c8b113e89b5bb5724fb978e511 Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-05-23IVGCVSW-2771 Fix SubTensor error in vgg16 ExecuteNetwork CLNarumol Prangnawarat
* Add check if Sub-tensors cannot be used, call ACL function * Add ClSplitterWorkload functions * Modify IsSplitterSupported to call ACL validate function if sub-tensor cannot be used * Also check if quantization parameters match when using sub-tensors Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I5dfd0e422b7d485dd4421a664add83d870bec5d6
2019-05-23IVGCVSW-3026 Extend RefConvolution2dWorkload to support QSymm16Mike Kelly
* Added QuantisedSymm16 as supported type for Conv2D * Added Unit Tests for QSymm16 Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I4a8176091e75abfb0ea3a4b913c213111512df75
2019-05-23IVGCVSW-3074 Extend the DepthwiseConvolution2d workload to support QSymm16Ruomei Yan
Change-Id: I47bb0f782acfa5b2d2fee9132875f9a655ea635e Signed-off-by: Ruomei Yan <ruomei.yan@arm.com>
2019-05-23IVGCVSW-3082 Fix layer execution order after a subgraph substitutionMatteo Martincigh
* Moved the topological sort after the replacement of the subgraph connections (during a subgraph substitution), as the correct connections are required when sorting the graph Change-Id: I7c7ce542068a05b9b5ca36f5bd3f460a5eb97afd Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-05-23IVGCVSW-2771 Fix SubTensor error in vgg16 ExecuteNetwork NEONNarumol Prangnawarat
* Add check if Sub-tensors cannot be used, call ACL function * Add computation of SplitAxis from SplitterDescriptor * Add NeonSplitterWorkload functions * Modify IsSplitterSupported to call ACL validate function if sub-tensor cannot be used * Also check if quantization parameters match when using sub-tensors * Add more unit tests for Splitter in TfParser and TfLiteParser Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I31e4c7d055117c83c65b598c4125442173242226
2019-05-23IVGCVSW-3073 Refactor reference DepthwiseConvolution2d workloadsRuomei Yan
Change-Id: I3cf8d9dbc4f8c95e0e2311505dd7e9f9069f1ab5 Signed-off-by: Ruomei Yan <ruomei.yan@arm.com>
2019-05-23IVGCVSW-3025: Refactor reference Convolution2d workloadMike Kelly
* Refactored RefConvolution2dWorkload to support all DataTypes through Encoders and Decoders. * Added Convolute function to ConvImpl that uses Encoders and Decoders to support all DataTypes. * Deleted RefConvolution2dFloat32Workload and RefConvolution2dUint8Workload. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ic5ef0f499d08b948fa65fdee54b5f681fd0b1c05
2019-05-22Silence gcc 8 warning wrt catch by valueMatthew Bentham
Change-Id: Ice29df6b695b2deba7ddf43be2e711614ab3cdea Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
2019-05-22IVGCVSW-3132 Reintroduce SubGraph definition, but deprecatedMatteo Martincigh
* Restored old SubGraph class definition as an alias of SubgraphView for backward compatibility * Restored SubGraphUniquePtr * Restored CreateSubGraphConverter method (and the corresponding ISubGraphConverterPtr type) as a deprecated method that's been removed from the backend interface * Chaged the defautl implementation of OptimizeSubgraphView to call the deprecated OptimizeSubGraph * Changed the default implementation of OptimizeSubgraphView in the backends Change-Id: If69903926bf5ff2aae52c9b64b4572b355662757 Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-05-22IVGCVSW-2758 Instructions for cross-compiling ArmNN for arm64 should install ↵Ruomei Yan
cross-compiling toolchain earlier Change-Id: I4c64eea6fa17cd4b1c817d4bf8337ebce75851dd Signed-off-by: Ruomei Yan <ruomei.yan@arm.com>
2019-05-22IVGCVSW-3116 Fix failing NN Driver Tests on Android QSadik Armagan
* Fixed ResizeBilinear test failure on Cpu Reference Change-Id: I2cf317eae65f1a86ef87badefb3b32ff05dca9e8 Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
2019-05-22IVGCVSW-3081 Quantizer min>=max error & missing layersLes Bell
* relaxed the check to min > max in the quantization schemes * added missing layer support for resnet_v2_50 model * Pad, Rsqrt, Multipilcation, Subtraction, Mean * sorted methods alphabetically in Quantizerlayer & LayerVisitorBase Change-Id: I003401ff7ac89b60580c959ea8fd9d6fef66b88e Signed-off-by: Les Bell <les.bell@arm.com>
2019-05-22IVGCVSW-3088 Update the backends README fileMatteo Martincigh
* Updated the src/backends/README.md file with details on the new OptimizeSubgraphView method * Added section describing the new OptimizationViews class * Deprecated GetOptimizations in the code Change-Id: Icb1a9aa015394e56fb4b5120b0645a752f44134e Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-05-21IVGCVSW-3015 Fix duplicate input/output slots in sub-graphMatteo Martincigh
* Avoid collecting duplicate input/output slots during the sub-graph selection process * Fixes the InceptionV3 quantized run Change-Id: I737ec8576d57184d3d25bda436a7776ec7243a0d Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-05-21IVGCVSW-3123 Remove duplicate step from CrossCompilation guideSurabhi Mehta
Change-Id: I6fd51b8c0c51fac180692bac69edd2b1107edc56 Signed-off-by: Surabhi Mehta <surabhi.mehta@arm.com>
2019-05-21IVGCVSW-3033 New unit tests to ensure the Optimizer canDavid Monahan
handle multiple Graph objects Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I7ccc10a4d81eaac724a374a0d8abc70c9c79a3f4
2019-05-21IVGCVSW-3088 Update Readme for 19.05Nina Drozd
* Added Readme file for ArmnnQuantizer * Added section about ArmnnQuantizer in armnn Readme file * Updated ModelAccuracyTool Readme file with default values for --compute Signed-off-by: Nina Drozd <nina.drozd@arm.com> Change-Id: I5fcead522b70086dcf63dfc6c77910a7d33d83f0
2019-05-20IVGCVSW-3125 Deprecate CreateMergerDescriptorForConcatenation functionJim Flynn
!android-nn-driver:1183 Change-Id: Ia69995b7f09cb86b64611e8efd315413e3064ca1 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-05-20IVGCVSW-3030 Add unit testing for the Optimization APIMatteo Martincigh
* Added OptimizeSubgraphViewTests file covering a number of use cases for the Optimization API * Fixed a bug in the sub-graph selector algorithm that skipped the first layer in a sub-graph if it wasn't an input layer * Changed the graph splitting logic to make use of maps instead of unordered_maps to keep the split sub-graphs in consistent order between executions * Added more common unit test utils * Minor fixes to comply to the include file conventions Change-Id: Iad464eaedd004109e5ef41aa487cea3ad86177d3 Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-05-20IVGCVSW-3124 Rename workloadFactory CreateMerger to CreateConcatJim Flynn
Change-Id: Id836372c0e4ef0c3996085facc4da6263366abcf Signed-off-by: Jim Flynn <jim.flynn@arm.com>