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path: root/src/backends/neon/test/NeonLayerTests.cpp
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2019-08-28IVGCVSW-3656 Rename ARMCOMPUTEREF to ARMNNREFMatteo Martincigh
* Renamed ARMCOMPUTEREF to ARMNNREF (and relative symbols) as the previous name was misleading !android-nn-driver:1822 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
2019-06-12IVGCVSW-3217 Refactor the Layer tests for ResizeBilinear to make them genericEllen Norris-Thompson
* Refactored the ResizeBilinear tests so can be used for both Float32 and Uint8. * Moved to .hpp file and renamed tests accordingly. Signed-off-by: Ellen Norris-Thompson <ellen.norris-thompson@arm.com> Change-Id: Icf79b0616db0c307cfcf94747fe0a6d4343588bd
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-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-3185 Add NeonQuantizeWorkloadSadik Armagan
* Added NeonQuantizeWorkload to ArmNN Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I41f8707dda35c894841eddae2d3b78f088038c8e
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-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>
2019-05-20IVGCVSW-3124 Rename workloadFactory CreateMerger to CreateConcatJim Flynn
Change-Id: Id836372c0e4ef0c3996085facc4da6263366abcf Signed-off-by: Jim Flynn <jim.flynn@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
2019-05-14MLCE-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>
2019-04-16IVGCVSW-2425 Add unit test for Logistic (Sigmoid) in NEONNarumol Prangnawarat
Change-Id: I557b76ea8c066161f3eb866daabca63694d46f4e Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
2019-03-15IVGCVSW-2354 Caffe SqueezeNet through armnn Cl and NeonNarumol Prangnawarat
* Compute Softmax Acl axis for Cl and Neon * Add unittests for Softmax in 3D and 4D * Correct input and output layer names in CaffeSqueezeNet inference test Change-Id: I2d369d9a2db19c40f2af3341039dd33f0c5637b1 Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
2019-03-11IVGCVSW-2792 Update Neon Mul/Sub workload for latest CL masterConor Kennedy
* Update Neon Subtraction/Multiplication to use BaseWorkload * Add Uint8 tests for Subtraction/Multiplication Change-Id: Ied2aa048924817a4db0025b9bd9e54151667bd74 Signed-off-by: Conor Kennedy <conor.kennedy@arm.com>
2019-02-01IVGCVSW-2280 Add unit tests for RESIZE_BILINEAR NEON operatorConor Kennedy
* Add uint8 tests Change-Id: I178e34a638411fa065bdc4c722136a02ba9e000b Signed-off-by: Conor Kennedy <conor.kennedy@arm.com>
2019-01-29IVGCVSW-2447 Add Greater Workload to Neonkevmay01
Change-Id: Ic165061cc61534e7e391a398ea7c2918240e2d3b
2019-01-25MLCE-84 Add Neon Pad support and unit testsÉanna Ó Catháin
Change-Id: I0d949a9f23a61af5013efdd18572b29fae585f2a
2019-01-23IVGCVSW-1048 RESIZE_BILINEAR NEON operatorSadik Armagan
* Implemented NeonResizeBilinearWorkload * Enable ResizeBilinear Operator unit tests for Neon !android-nn-driver:405 Change-Id: Iec3100ccaf7d246e8eaf683d1f3ec9191df5241e
2019-01-22IVGCVSW-2467 Remove GetDataType<T> functionNattapat Chaimanowong
Change-Id: I7359617a307b9abb4c30b3d5f2364dc6d0f828f0
2019-01-09IVGCVSW-2441 Add Minimum operator support (NEON)Conor Kennedy
Change-Id: I0bc48f118aba419abb659657b83224401fac0715
2019-01-02IVGCVSW-2308 Add Conv2d tests where stride > 1Mike Kelly
Change-Id: Iae6a3bfad06cb669ef0abea465d03163bb8316f5
2019-01-02MLCE-82 Add Neon Mean support and unit testsMatthew Bentham
Factor out new BuildArmComputeReductionCoordinates function from CL backend into ArmComputeTensorUtils. Update NEON LayerSupport and WorkloadFactory objects Change-Id: Icc975ec699199bffafbdb207323df509d35e1e04
2018-12-20IVGCVSW-2212 Add Neon support for Maximum operatorNattapat Chaimanowong
Change-Id: Iddae3486641d2d195827ae4e0a9dfa3f7ccd65e3
2018-12-10IVGCVSW-2354 Remove dimension validation from softmaxMohamed Nour Abouelseoud
Change-Id: I0d69a72df9e348cbeca690926485c050499d1051
2018-11-21IVGCVSW-1837: Enable broadcast tests for SUB CL/NEON WorkloadMohamed Nour Abouelseoud
Enabled subtraction broadcasting tests for CL/NEON Enabled Uint8 subtraction tests for CL Change-Id: Id36c1530f967c77f5633616e8f491cac9547724b
2018-11-19IVGCVSW-2105 - Unit tests for mergernarpra01
* Add LayerTests * Add WorkloadTests !android-nn-driver:166 Change-Id: I903461002879f60fc9f8ae929f18784e2d9b1fc1
2018-11-16IVGCVSW-2155 - Always call NEConvolutionLayer in NeonConvolution2dWorkloadnarpra01
* Remove check for preferDirectConvolution * Remove IsNeonDirectConvolutionPreferred * Remove unused tests and functions Change-Id: I3f0868f41403ec5fa740889e7bdcb4415ad77bda
2018-11-14IVGCVSW-2017: Refactored L2Normalisation Testsjimfly01
* L2Normalisation Tests now take the layout as an argument. Change-Id: Ib393889eedb3a81c9a500da91593e90a18549c33
2018-11-13IVGCVSW-2066: Add IMemoryManager and integrate into the backends frameworkAron Virginas-Tar
Change-Id: I93223c8678165cbc3d39f461c36bb8610dc81c05
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