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path: root/src/backends/neon/test/NeonLayerTests.cpp
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2020-03-10IVGCVSW-4482 Remove boost::ignore_unusedJan Eilers
!referencetests:229377 Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ia9b360b4a057fe7bbce5b268092627c09a0dba82
2020-03-05IVGCVSW-4539 Add missing Activation Unit Test to CL and NeonTeresa Charlin
*Square, Tanh, SoftReLu, LeakyReLu, Abs, ReLU Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Id7beed0b6770177722bf0f93957706620df81b0d
2020-03-02IVGCVSW-4375 Add support for TransposeMike Kelly
* Added TransposeLayer * Added CL, Neon and Ref Workloads * Added Transpose utilities * Added Serializer and Deserializer support * Added Quantizer support Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I04c755ba7cb5b1edf72b3c9f3c0314878032e3c7
2020-02-28IVGCVSW-4439: Adding Elu support to ActivationDavid Monahan
* Added CpuRef implementation * Added Unit Tests * Added Quantizer Test * Enabled Tests for Neon and CL backends on fp32 only * Added to Serializer Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: Ic23e1797dbc9352b40678c389d7fe2b836b582ea
2020-01-27IVGCVSW-4380 Add NEON backend support for BatchToSpaceNdMike Kelly
* Added NeonBatchToSpaceNdWorkload class. * Added CreateBatchToSpaceNd implementation to NeonWorkloadFactory. * Added IsBatchToSpaceNdSupported implementation to NeonLayerSupport. * Enabled BatchToSpaceNd tests on Neon backend. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I179feefaa67dc87a03fcbe52e5df100c1188f9a5
2020-01-24MLCE-156: Add Division workload in CpuAccPablo Tello
Change-Id: I1f228fcaf1077867d9755a2b850c6703387fab34 Signed-off-by: Pablo Tello <pablo.tello@arm.com>
2020-01-24IVGCVSW-4374 Add NEON backend support for SpaceToBatchNdMike Kelly
* Added NeonSpaceToBatchNdWorkload class. * Added CreateSpaceToBatchNd implementation to NeonWorkloadFactory. * Added IsSpaceToBatchNdSupported implementation to NeonLayerSupport. * Enabled SpaceToBatchNd tests on Neon backend. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Ic7d469a380482ec9febd44450f72dd7e53cda03f
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>
2019-11-29IVGCVSW-3864 Add support for per-channel QSymm8 DepthwiseConvolution2d to ↵Aron Virginas-Tar
Neon backend Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I6dadb36abc2e71f4d4309dcce6072c4a66384cf9
2019-11-26IVGCVSW-3866 Add support for per-channel QSymm8 Convolution2d to Neon backendAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: If7d366b2894050c53a651016165f34be1a2ce7a6
2019-11-19IVGCVSW-3697 Add check for ArgMinMax QAsymm8 to ClLayerSupportFrancis Murtagh
* Enable Neon EndToEnd tests for ArgMinMax QAsymm8 * Enable Neon Layer tests for ArgMinMax QAsymm8 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: Ifa7463ded4397cacb82fb3667006f08ecbe3cd32
2019-11-19IVGCVSW-3729 Added neon slice workload and supporting neon layer testsjosh minor
* Support added for ACL neon slice workload * Utility function created to translate ArmNN slice layer params to ACL neon slice layer equivalent * Neon slice layer tests added as per SliceTestImpl.hpp Signed-off-by: josh minor <josh.minor@arm.com> Change-Id: Id583465311879af139e8e977f16ed2280c937ac7
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
2019-11-06IVGCVSW-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>
2019-11-04Add 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
2019-10-21IVGCVSW-3999 Add unit tests for new comparison operationsAron Virginas-Tar
* Refactored existing tests for Equal and Greater and moved them to ComparisonTestImpl.cpp * Removed EqualTestImpl.cpp and GreaterTestImpl.cpp * Added new unit tests for GreaterOrEqual, Less, LessOrEqual and NotEqual Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I25013200beb1acb88e83b813c5382cb277c74cd7
2019-10-10IVGCVSW-3944 Add ArgMinMax output shape validationJames Conroy
Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I469895da158b062cd19248832525fa21527f7d41
2019-10-09IVGCVSW-3890 Add NEON INSTANCE_NORMALIZATION WorkloadSadik Armagan
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Ia3e55da6e6a7b9d46544466897e3b1635c90c297
2019-10-03IVGCVSW-3696 Add NEON ArgMinMax workload and testsJames Conroy
* Added layer tests and fixed WorkloadData validate. * Also enabled copy to/from NEON for Signed32. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I5e961f88434e18d5a8ebff956d20a1c2cf1b50bb
2019-10-01IVGCVSW-3734 Enable FLoat16 unit tests for DepthToSpace on NEONAron Virginas-Tar
* Added Float16 support to NeonTensorHandle::CopyInFrom() and NeonTensorHandle::CopyOutTo() * Added Float16 unit tests for DepthToSpace to NeonLayerTests.cpp Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Iffbcea699194ea56d5bd43d5e10b0303f07b0933
2019-09-30IVGCVSW-3734 Add NEON workload for DepthToSpaceAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I4fa8cba57f3a2277112c02062f4d2790089d1eb5
2019-09-16IVGCVSW-3660 Add SQRT unit tests for Neon and CL backendsSadik Armagan
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Iaaff33f578c4d88f6c03c8de4af71d5347178eaa
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
2019-09-10IVGCVSW-3830 Add NEON workload for RSQRTAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Ida590b7d28dbee40e496794c42b682d740427cca
2019-09-10IVGCVSW-3824 Implement Float 16 Encoder and DecoderMatthew Jackson
* Implement Float 16 Encoder and Decoder * Add Stack Float 16 layer and create workload tests Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Change-Id: Ice4678226f4d22c06ebcc6db3052d42ce0c1bd67
2019-09-10IVGCVSW-3822 Add NEON workload support for ABSAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I0c2ead004200e053d748ea39937f2f9ed35a636b
2019-08-30IVGCVSW-3381 Break up LayerTests.hpp into more manageable filesAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Icf39434f09fd340ad664cb3b97b8bee6d9da4838
2019-08-27IVGCVSW-3656 Rename ARMCOMPUTEREF to ARMNNREFMatteo Martincigh
* Renamed ARMCOMPUTEREF to ARMNNREF (and relative symbols) as the previous name was misleading !android-nn-driver:1819 Change-Id: I912e9f521750b91539e48f8a2fb4de73fb6f7425 Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-08-26IVGCVSW-3575 Fix DepthwiseConvolution VTS Test FailuresKevin May
Failing VTS tests were "NeuralnetworksHidlTest.depthwise_conv2d_*" In depthwise convolution there was a difference in weight tensor channel order between the reference and ACL implementations. This specifically related to NCHW. This commit: * Adds ReorderWeightChannelsForAcl to WorkloadUtils which will correct the weight tensor channel order. * Add unit tests to detect this problem. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: Icaeac08e14b3d5da9e222ad2f118db55ebb15d09
2019-08-22IVGCVSW-3656 Make the reference backend optionalMatteo Martincigh
* Made the build of the reference backend depend on a new ARMCOMPUTEREF macro * Made the relevant targets dependent on the ref backend * Moved Cl and Neon static registry initializers to separate files * Wrapped some of the unit tests into proper ifdefs where necessary Change-Id: I7f2c42699682630233a4c4b6aed2f005083de189 Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-08-21IVGCVSW-3661 Add multi-channel TransposeConvolution2d unit tests to NEON backendAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I9d19ae4559a98b9e740c1d4d05add0c5788093d6
2019-08-20IVGCVSW-3163 Support Neon TransposeConv2dSadik Armagan
* NEON support for TransposeConolution2d * Indentation fix on SpaceToDepth LayerSupport method Signed-off-by: Keith Davis <keith.davis@arm.com> Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Signed-off-by: Aron Virginas-Tar <aron.virginas-tar@arm.com> Change-Id: Ie3a01a22e05f62f475f768dfe05ce561d2f3b0ad
2019-08-16IVGCVSW-3639 Add 5d tensor supportMatthew Jackson
* Increased MaxNumOfTensorDimensions and fixed issues related to its use * Fixed issues caused by assuming 5d tensors are invalid * Updated ArmComputeTensorUtils for 5d tensors * Added 5d tensor unit tests for add, mul, stack and reshape (needed by IVGCVSW-3527) Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Change-Id: I5bcd64942d0d04efcc6c5acb240ad4b88e010743
2019-08-12IVGCVSW-3598 Add Neon backend support for Strided_SliceFinnWilliamsArm
Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com> Change-Id: Ia9bf55ca93e36ad7fa052b70e477cd46078e0a30
2019-08-05IVGCVSW-3341 Add Neon backend support for Quantized_LSTM (16bit cell state)Francis Murtagh
* Add Neon Workload * Update NeonWorkloads.hpp * Update NeonWorkloadFactory * Update NeonLayerSupport * Update backends.mk and CMakeLists.txt * Add NeonCreateWorkload test * Enable LayerTest !android-nn-driver:1685 Change-Id: Idd799bbf039acf0d59084d02c3b57766ce3691b5 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
2019-08-02IVGCVSW-3539 Add Neon support and tests for StackMatthew Jackson
* Added Neon backend support for Stack * Added unit tests for Stack on the Neon backend Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Change-Id: I21379966a6303285f8b65418d0d4ac7982cc9f04
2019-07-26IVGCVSW-3537 Add support for L2 Normalization with < 4 dimensional tensorsMatthew Jackson
* Fix reference L2 Normalization workload to support < 4 dimensional tensors * Add unit test for L2 Normalization with 2d tensor to Reference, Neon and CL test suites * Fix typo in StackLayer Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Change-Id: I48a6a1289bcb02955b24f261bc70b467bd1abc23
2019-07-26IVGCVSW-3368 Add Neon and CL unit tests for depth multiplier = 64Matthew Jackson
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Change-Id: Icd89230d0698f32a5ebe36ec5012a0fcc19e1565
2019-07-17IVGCVSW-3297 Add Neon backend support for ResizeNearestNeighbourEllen Norris-Thompson
* Renamed NeonResizeBilinearWorkload.* to NeonResizeWorkload.* and added support for ResizeNearestNeighbour * Added CreateWorkload and LayerTests for Neon backend Signed-off-by: Ellen Norris-Thompson <ellen.norris-thompson@arm.com> Change-Id: I72f5340608a0928f8b32a41d1915ee2c35849f18
2019-07-12IVGCVSW-3300 Add Neon backend support for dilated Convolution2dJan Eilers
* Update NeonConvolution2dWorkload * Enable unit tests Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I1709e71e4944c5cbdcc99a003479c1fce45a612a
2019-07-10IVGCVSW-3337 Add Neon backend support for LSTM layer normalisationJan Eilers
* Update neon lstm workload * Add unit tests * Add isLstmSupported Change-Id: I493c159137f6544b0f2532d16d4fafd7a7e587e5 Signed-off-by: Jan Eilers <jan.eilers@arm.com>
2019-07-09IVGCVSW-3465 Add Customizable padding QSymm16 Unit Test to NeonFinnWilliamsArm
Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com> Change-Id: I327187b007e1aa18f3385766f4a82e113301a2f3
2019-07-09IVGCVSW-3355 Add NeonSpaceToDepthWorkloadEllen Norris-Thompson
* Add Neon backend support for SpaceToDepth * Enabled Neon Unit, CreateWorkload and EndToEnd tests for SpaceToDepth. * Added QSymm16 support to NeonTensorHandle. Signed-off-by: Ellen Norris-Thompson <ellen.norris-thompson@arm.com> Change-Id: Ibbb0bce5ad77dace2bf4c4c111006d2fadf844e8
2019-07-09IVGCVSW-3435 Add Neon Backend support for Pad_v2 with Unit TestFinnWilliamsArm
Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com> Change-Id: I685e17d2e721e4b0de50d88b04b63a5c2cfdc772
2019-07-08IVGCVSW-3399 Add support of QuantisedSymm16 to Permute and unit testsNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Id6ab073ae3e0ff5f60c2f4bef975798ce71c9f88
2019-07-08IVGCVSW-3393 Fix Ref Unit test for customizable padding valueTeresa Charlin
Add Neon missing Unit Test for Uint8. Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I9207be8c8cf572ae9cbbf155010bb6dabe0c971c
2019-07-05IVGCVSW-3294 Add Neon backend support for PReLUNikhil Raj
Change-Id: I2f92f7336d3b4188962a9d08b0e7c6372b1c648f Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
2019-06-19IVGCVSW-3288 Add L2Normalization epsilon Neon workload supportFerran Balaguer
Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com> Change-Id: I938d97e6a2bfab8ff5f4548efeeaa43b7f5ccda2
2019-06-18IVGCVSW-3234 Add unit test for Concat with different quantization paramsNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ia655b1b6c5f57d2b7c0d9dd17be342cd01f36c09
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
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