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path: root/src/backends/backendsCommon/WorkloadData.cpp
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2019-07-22IVGCVSW-3311 Refactor Validate() methods in WorkloadData.cppAron Virginas-Tar
* Use ValidateTensorDataTypesMatch() instead of ValidateDataTypes() to check whether two tensors have the same DataType * Use const TensorInfo& aliases for tensor infos checked in multiple places * Use a const std::string& alias for the descriptorName instead of using string literals throughout the code Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Ie59db29b74d8b75bf07c5a6944f65f5e186cf8db
2019-07-19IVGCVSW-3453 Fix VTS quant_output_multiplier_gt_1 test failuresFinnWilliamsArm
* Remove ValidateTensorQuantizationMultiplier * Update CL pin to COMPMID-2336 Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com> Change-Id: Iaece5b564134f7ec91f82cb246bcb10ad455999d
2019-07-10IVGCVSW-3418 Add Arm NN front end support for the new Stack layerMatthew Jackson
* Added new StackLayer class * Made necessary changes to Descriptors, ILayerSupport, ILayerVisitor, etc. * Added unit tests Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Change-Id: Ieb97a928a342ffe1901c6058eb895711c358fd3d
2019-07-05IVGCVSW-3353 Add CL support and tests for SpaceToDepthJames Conroy
* Added CL backend support for SpaceToDepth. * Enabled unit tests for SpaceToDepth on CL. * Renamed unit tests to make them type-agnostic. * Added QSymm16/S16 support to ClTensorHandle. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I417d82946142ed619c447428bf0b0c4a2116c004
2019-07-02IVGCVSW-3236 Extend Ref LSTM with layer normalization supportJan Eilers
* Add descriptor values * Update lstm queue descriptor validate function * Update lstm workload * Update isLstmSupported (Cl and Ref), LayerSupportBase, ILayerSupport * Update lstm layer * Add unit tests Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I932175d550facfb342325051eaa7bd2084ebdc18 Signed-off-by: Jan Eilers <jan.eilers@arm.com>
2019-07-01IVGCVSW-3365 Add reference workload support for ResizeLayerTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Id551690065dca0686ce597d1f0c14fd73163481e
2019-06-26IVGCVSW-3249 Extend the BatchToSpace workload to support QSymm16Francis Murtagh
* Add reference supportedness validation checks. * Call unit tests with QSymm16 data type. Change-Id: Ie6621ca7072dfc69278198c53e09b090275a7fff Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2019-06-25IVGCVSW-3250 Extend the Gather workload for QSymm16 supportEllen Norris-Thompson
* Add LayerTests and EndToEndTests for QSymm16 * Updated GatherQueueDescriptor::Validate function * Reimplemented RefLayerSupport::IsGatherSupported Signed-off-by: Ellen Norris-Thompson <ellen.norris-thompson@arm.com> Change-Id: I5b4df55d31b5ee3c5563d2df17b412a387c27595
2019-06-21IVGCVSW-3319 Add frontend support for TransposeConvolution2d LayerAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Ic06f63f1eff255e697facf319e2ac4c83d782e7c
2019-06-19IVGCVSW-3231 Add reference workload support for SpaceToDepthKeith Davis
* Added reference workload for SpaceToDepth * Added unit tests for float32 & uint8 * Minor sort refactoring to RefWorkloads.hpp to alphabetical order Change-Id: I2e01f8101650e2aae102a8a32bc0064f067141ab Signed-off-by: Keith Davis <keith.davis@arm.com>
2019-06-19IVGCVSW-3268 Add Reference workload support for the new Prelu Activation layerMatteo Martincigh
* Added reference workload for the PReLU Activation layer * Added factory methods * Added validation support * Added Int16 support * Added unit tests Change-Id: Ic950d908c5e0a335dccd2960a3ffab0f8b599876 Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-06-17IVGCVSW-3267 Add Arm NN front end support for the new Prelu Activation layerMatteo Martincigh
* Added new PreluLayer class * Made necessary changes to ILayerSupport, ILayerVisitor, etc. * Added unit tests Change-Id: Ifcfb78e823bb5a245ed1dad15290d2f60115c882 Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-06-17IVGCVSW-3219: Add QSymm16 support to the ResizeBilinear Reference workloadEllen Norris-Thompson
* Adds CreateWorkload and LayerTests for QSymm16 * Updated ResizeBilinearQueueDescriptor::Validate function * Reimplemented RefLayerSupport::IsResizeBilinearSupported Signed-off-by: Ellen Norris-Thompson <ellen.norris-thompson@arm.com> Change-Id: Id9d14d3b41d26ac3d51227ab248ce8cca9dc9969
2019-06-17IVGCVSW-3221 Refactor Mean ref workload and testsJames Conroy
* Renamed RefMeanFloat32Workload and RefMeanUint8Workload to RefMeanWorkload, updated references to reflect this change. * Refactored RefFloorWorkload to use Decoders/Encoders, to support the use of multiple data types. * Deleted reference Unit8 Mean tests as they were duplicates of the Float32 tests. Refactored these tests to support multiple data types and updated references. * Adjusted the values used in the tests' input tensors so that they are more like floating point numbers e.g. change 1.0f to 1.5f. * Replace size_t with unsigned int in Mean ref workload, for better compatibility with the Encoder/Decoder, removed some unnecessary casts after this. * Added ValidateTensorDataTypesMatch() function to WorkloadData.cpp, added CreateIncorrectDimensionsErrorMsg function to RefLayerSupport.cpp. * Added passing and failing tests for ref IsMeanSupported. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: Id3d44463d1385255c727a497d4026d21a49e7eb2
2019-06-14IVGCVSW-3225 Add QSymm16 support for Rsqrt workloadnikraj01
Change-Id: I83b8494af24ff271dc4cd609944a1c5c55c405e0 Signed-off-by: nikraj01 <nikhil.raj@arm.com>
2019-06-14IVGCVSW-3229 Refactor L2Normalization workload to support multiple data typesFerran Balaguer
Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com> Change-Id: I848056aad4b172d432664633eea000843d85a85d
2019-06-14IVGCVSW-3224 Add Uint8 support for Rsqrtnikraj01
Change-Id: I45598fc9b6d408b19d8d050e64c12b1d48535fa3 Signed-off-by: nikraj01 <nikhil.raj@arm.com>
2019-06-06IVGCVSW-3143 Extend the Pooling 2d workload to support QSymm16Teresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I4026a77377002f4f9c15a923e8fcb7075d700f6e
2019-06-06IVGCVSW-3227 Extend the reference normalization workload to support QSymm16Matteo Martincigh
* Added support for QSymm16 * Added unit tests Change-Id: I7ba57793830bed7958ac9a94e9ac39d6dbe708b5 Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-06-06IVGCVSW-3226 Refactor the reference normalization workloadMatteo Martincigh
* Refactored RefNormalizationFloat32Workload into RefNormalizationWorkload * Added ref support of Uint8 norm workloads * Added workload unit tests for Uint8 Change-Id: I063ce919c267e02a32e739848e49d75fd98a5eb6 Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-06-06IVGCVSW-3142 Refactor reference Pooling2d workloadTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I94c973ab747309c0214268c9c39f6d8f3fc7b255
2019-06-05IVGCVSW-2971 Support QSymm16 for DetectionPostProcess workloadsAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I8af45afe851a9ccbf8bce54727147fcd52ac9a1f
2019-06-04IVGCVSW-3213 Extend the Reference BatchNormalization workload toMatteo Martincigh
support the new QSymm16 type * Added QSymm16 to the range of supported types for batch normalization ref workloads * Added unit tests for QSymm16 Change-Id: I5b2fcfbd9cb5af149ebfe24e2d95f3affa2e3690 Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-06-04IVGCVSW-3212 Refactor the Reference BatchNormalization workloads toMatteo Martincigh
handle Float32 and QAsymm8 types * Removed the type-specific workload implementations * Added type-independent RefBatchNormalizationWorkload implementation * Reworked BachNormImpl to use decoders/encoders * Improved the validation of the BatchNorm queue descriptor * Fixed unit tests where necessary Change-Id: Icf3fa1332292d38ec2fa0b1cb984cab78426034b Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-06-04IVGCVSW-3179 Extend floor workload to support QSymm16James Conroy
* Added support for QSymm16 in Floor workload * Added unit test for QSymm16 Floor Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I6d36a07b3cfff212056125232f7842ca04bf4947
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-3195 Extend reference SpaceToBatch workload to support QSymm16nikraj01
Change-Id: I253eee2bbe1f48b94b03936af8f18603c1d58986 Signed-off-by: nikraj01 <nikhil.raj@arm.com>
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>
2019-05-30IVGCVSW-3159 Support QSymm16 for Splitter workloadsRuomei Yan
Change-Id: I9af5d2d8ade97b9ecd2e6fbf13db9fa3bb622ed8 Signed-off-by: Ruomei Yan <ruomei.yan@arm.com>
2019-05-29IVGCVSW-3173 Extend reference softmax workload to support qsymm16nikraj01
Change-Id: I9ad5a04368a4587588d733ac36ad157f79b6c432 Signed-off-by: nikraj01 <nikhil.raj@arm.com>
2019-05-29IVGCVSW-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>
2019-05-28IVGCVSW-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-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>
2019-05-23IVGCVSW-3074 Extend the DepthwiseConvolution2d workload to support QSymm16Ruomei Yan
Change-Id: I47bb0f782acfa5b2d2fee9132875f9a655ea635e Signed-off-by: Ruomei Yan <ruomei.yan@arm.com>
2019-05-20IVGCVSW-2967 Support QSymm16 for Constant workloadsNina Drozd
* Validate that output is any of supported types in WorkloadData * Validate that output is any of supported types in RefLayerSupport * Add test for constant with QuantisedSymm16 in LayerTests * Add test for creating constant workload in RefCreateWorkloadTests * Add test for constant with QuantisedSymm16 in RefLayerTests * Refactor RefConstantWorkload - BaseWorkload instead of TypedWorkload * Refactor RefConstantWorkload - remove m_RanOnce, use PostAllocationConfigure() Signed-off-by: Nina Drozd <nina.drozd@arm.com> Change-Id: Ic30e61319ef4ff9c367689901f7c6d498142a9c5
2019-05-16IVGCVSW-2972 Support QSymm16 for MergerJim Flynn
Change-Id: If2289b2d1fc20f4524fcf4620f01ea3a36d727d2 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-05-14MLCE-101 Add dilation support for DepthWiseConv workloadBruno Goncalves
Adds unit tests for dilated depthwise conv Change-Id: Iad0a1b33d07fb0ef8f9f6edf0fd0f83a5800a36d Signed-off-by: Bruno Goncalves <bruno.slackware@gmail.com> Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
2019-05-13IVGCVSW-3013 Add unit tests for QSymm16 LSTMConor Kennedy
* Add unit tests for QSymm16 LSTM * Update supportedTypes in WorkloadData & RefLayerSupport with DataType::QuantisedSymm16 Change-Id: I1a2627b11b707d68d7d7002f63b985f9571ee177 Signed-off-by: Conor Kennedy <conor.kennedy@arm.com>
2019-05-07IVGCVSW-2997 Refactor reference LSTM workloadNattapat Chaimanowong
Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com> Change-Id: I6883f878d9f701a55153292769d2fc0530d2529e
2019-04-29IVGCVSW-2983 activation layers support for QSymm16Teresa Charlin
!armnn:1023 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ie4e5c4e7cb9edec690235393fff0721fca5da6cc
2019-04-29IVGCVSW-2982 Refactor reference Activation workloadNattapat Chaimanowong
Change-Id: Ia3b9a56787cc68822a3c1635de82e03ecc0aae27 Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
2019-04-10IVGCVSW-2947 Remove boost dependency from include/TypesUtils.hppAron Virginas-Tar
!android-nn-driver:968 Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I03ccb4842b060a9893567542bfcadc180bbc7311
2019-04-10IVGCVSW-2912 Make get_compute_library.sh sole source for clframework pinJim Flynn
* Also incorporated fix for break in master build 32-bit NEDepthwiseConvolution errors in clframework * Fixed a failure in the Float16 workloads for ElementwiseOperations !android-nn-driver:963 Change-Id: Ic2cdb0e6c9399fa42b56001c6f4b46b7f150f143 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-04-09IVGCVSW-2862 Extend the Elementwise Workload to support QSymm16 Data TypeSadik Armagan
IVGCVSW-2863 Unit test per Elementwise operator with QSymm16 Data Type * Added QSymm16 support for Elementwise Operators * Added QSymm16 unit tests for Elementwise Operators Change-Id: I4e4e2938f9ed2cbbb1f05fb0f7dc476768550277 Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
2019-04-08IVGCVSW-2861 Refactor the Reference Elementwise workloadSadik Armagan
* Refactor Reference Comparison workload * Removed templating based on the DataType * Implemented BaseIterator to do decode/encode Change-Id: I18f299f47ee23772f90152c1146b42f07465e105 Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Signed-off-by: Kevin May <kevin.may@arm.com>
2019-04-05IVGCVSW-2914 Add Switch Layer and no-op factory methodSadik Armagan
Change-Id: I6a6ece708a49e8a97c83a3e7fec11c88af1e1cfa Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
2019-04-05IVGCVSW-2915 Add Merge Layer and no-op factory methodNattapat Chaimanowong
Change-Id: I54549671e0d3b207904cf9796a843eb2b0a631f7 Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
2019-03-28IVGCVSW-2874 Add DequantizeLayer and no-op factory methodNattapat Chaimanowong
*Add Dequantize layer to the frontend *Add Serializer and Deserializer for Dequantize Change-Id: Ide2647b9e0348d599deb97e61ca4bf66e2f17fc0 Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
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