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path: root/src/backends/reference/test/RefCreateWorkloadTests.cpp
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2020-01-23IVGCVSW-4259 Add frontend and reference workload for UnaryOperationLayerjosh minor
* Added new layer named ElementwiseUnary * Deprecated existing Abs/Rsqrt layer functions * Updated existing Abs/Rsqrt test infrastructure to use new layer * Added boilerplate for new Exp,Neg,Sqrt elemwise op layers * AbsQuantize test removed pending future commit * Serialization support added !android-nn-driver:2550 Change-Id: Ic595c645925e17b45db568187fd05646daf2e87f Signed-off-by: josh minor <josh.minor@arm.com>
2020-01-13Rename quantized data types to remove ambiguity for signed/unsigned payloadsDerek Lamberti
!android-nn-driver:2572 Change-Id: I8fe52ceb09987b3d05c539409510f535165455cc Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-09-12IVGCVSW-3857 Add Reference FP16 workload support to remaining layersMatthew Jackson
* Adds Reference FP16 support and unit tests for layers not already supported !referencetests:202156 Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Change-Id: I6fc9b9ce2809e163f72e27e877025c8fb85d9fbe
2019-08-01IVGCVSW-3539 Add CL support and tests for StackMatthew Jackson
* Added CL backend support for Stack * Added unit tests for Stack on the CL backend * Refactored unit tests to support generic data types Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Change-Id: I38ee3e9d8947ea98a3104c982698001e704d7d89
2019-07-17IVGCVSW-3419 Add reference workload support for the new Stack layerMatthew Jackson
* Added reference workload for the Stack layer * Added factory methods * Added validation support * Added unit tests Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Change-Id: Ib14b72c15f53a2a2ca152afc357ce2aa405ccc88
2019-07-09IVGCVSW-3391 Add SpaceToDepth CreateWorkload and EndToEnd testsJames Conroy
* Refactored existing EndToEnd tests, moved tests in reference to backendsCommon. * Enabled EndToEnd tests for CL. * Added new Ref/CL CreateWorkload tests. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I0a5e52961a8aca540d43241a3805d19c9c6ff56c
2019-07-04IVGCVSW-3307 Add RefMemoryManagerMatthew Bentham
Simple pool memory manager for use in the reference backend, in order to make the backend usable for testing large networks. Change-Id: I5694da29052c60f95b57da595c64cc114d75b8ba Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
2019-07-02IVGCVSW-3382 Deprecate ResizeBilinear and use Resize with Bilinear methodAron Virginas-Tar
!android-nn-driver:1451 Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Ieedbce1f6e95891137a250fdd07e2f7e4e1f4828
2019-07-02IVGCVSW-3307 Introduce RefTensorHandleMatthew Bentham
Use it for intermediate tensors on reference backend. Lays the groundwork for memory management in the reference backend. Change-Id: I7d3ee132cac31bde70ae6e1b815f4f0b03d550a6 Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
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-3334 Refactor BatchToSpace tests to be genericFrancis Murtagh
* Generify and reformat test BatchToSpace tests * Add missing RefCreateWorkload test Change-Id: I08af018c07ee41df5b9d1e578d99bc03f38090ac Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2019-06-24IVGCVSW-3267 Add more code coverage to the PReLU layerMatteo Martincigh
* Added more unit tests to cover all code branches * Moved the InferOutput tests to separate files * Created convenience ARMNN_SIMPLE_TEST_CASE macro * Created TestUtils file for common utility functions Change-Id: Id971d3cf77005397d1f0b2783fab68b1f0bf9dfc Signed-off-by: Matteo Martincigh <matteo.martincigh@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-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-3218 Refactor the Reference Workloads for the ResizeBilinear layerEllen Norris-Thompson
* Refactored ResizeBilinear Reference Workloads to combine Float32 and Uint8 files Signed-off-by: Ellen Norris-Thompson <ellen.norris-thompson@arm.com> Change-Id: I725a830f4c4755a7d3a37ca68e31e44e7eb267cb
2019-06-14MLCE-121 Github: Build error on GCC 9Mike Kelly
* Fixed an error encountered when building on GCC 9 error: moving a local object in a return statement prevents copy elision * Fixed failures in unit tests due to std::initializer_list handling in GCC 9 Change-Id: I4bfdd2113dfedcecd29479ee556e4ae22278755d Signed-off-by: Mike Kelly <mike.kelly@arm.com>
2019-06-14IVGCVSW-3225 Add QSymm16 support for Rsqrt workloadnikraj01
Change-Id: I83b8494af24ff271dc4cd609944a1c5c55c405e0 Signed-off-by: nikraj01 <nikhil.raj@arm.com>
2019-06-14IVGCVSW-3275 Add Uint8 support for L2NormalizationFerran Balaguer
Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com> Change-Id: I7f2bcf0596a4f654166aad9657bc7084f55e7451
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-3211 Refactor reference Rsqrt workloadnikraj01
Change-Id: Ia413c6b5352dbb3390e7d84e837a542c24ae8813 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
2019-06-04IVGCVSW-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-3215 Add CreateWorkload test for Rsqrt Fp32nikraj01
Change-Id: Iea6edf90148773b12f361bfa4b1d572c5322d18b 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>
2019-05-29IVGCVSW-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>
2019-05-29IVGCVSW-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-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-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>
2019-05-23IVGCVSW-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
2019-05-20IVGCVSW-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
2019-05-17IVGCVSW-3117 Rename RefMergerWorkload to RefConcatWorkloadJim Flynn
Change-Id: Ifeb33db919ef77bf777e114f2d84b88fd595ca2c Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-05-16IVGCVSW-2972 Support QSymm16 for MergerJim Flynn
Change-Id: If2289b2d1fc20f4524fcf4620f01ea3a36d727d2 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-04-29IVGCVSW-2982 Refactor reference Activation workloadNattapat Chaimanowong
Change-Id: Ia3b9a56787cc68822a3c1635de82e03ecc0aae27 Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@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>
2018-11-28IVGCVSW-2202 Refactoring Arithmetic* names to Elementwise* names for ↵Éanna Ó Catháin
workloads and workload functions Change-Id: I6f3fce12a55f7d38ceafcdfcd6b5181bf56e2c09
2018-11-19IVGCVSW-2105 - Unit tests for mergernarpra01
* Add LayerTests * Add WorkloadTests !android-nn-driver:166 Change-Id: I903461002879f60fc9f8ae929f18784e2d9b1fc1
2018-11-02IVGCVSW-1946: Remove armnn/src from the include pathsAron Virginas-Tar
Change-Id: I663a0a0fccb43ee960ec070121a59df9db0bb04e
2018-10-22IVGCVSW-2024: Support NHWC for Pooling2D CpuRefJames Conroy
* Adds implementation to plumb DataLayout parameter for Pooling2D on CpuRef. * Adds unit tests to execute Pooling2D on CpuRef using NHWC data layout. * Refactors original tests to use DataLayoutIndexed and removes duplicate code. Change-Id: Ife7e0861a886cf58a2042e5be20e5b27af4528c9
2018-10-22IVGCVSW-2023 CL and Neon implementation of BatchNorm with NHWCNikhil Raj
Change-Id: I962e986607e5d045cd97b9eaeaea2f5ae624db35
2018-10-22IVGCVSW-2040 Add unit tests for the newly implemented NHWC support inMatteo Martincigh
ref BatchNormalization * Added create workload unit tests for the NHWC data layout Change-Id: I03d66c88dc9b0340302b85012cb0152f0ec6fa72
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