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path: root/src/backends/neon/test/NeonLayerTests.cpp
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2021-06-11IVGCVSW-5963 'Move unit tests to new framework'Sadik Armagan
* Used doctest in ArmNN unit tests Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Ia9cf5fc72775878885c5f864abf2c56b3a935f1a
2021-06-02IVGCVSW-5962 Remove boost::multi_arraySadik Armagan
* Replaced all instances of boost::multi_array with flat vectors. * Updated LayerTestResult struct with new member variables. * Updated CompareTensor function to compare flat vectors and the shape. * Removed MakeTensor function from TensorHelpers.hpp. * Removed GetTensorShapeAsArray function from LayerTestResult.hpp. * Removed boost::array usage. * Removed boost::extents usages. * Removed boost::random usages. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Iccde9d6640b534940292ff048fb80c00b38c4743
2021-04-22IVGCVSW-5419 'Add ACL Support for CAST Operator'Sadik Armagan
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I481343af311cf3cbc81eee80e80d8b5581fdfd7b
2021-03-29IVGCVSW-5676 Fixing build failure in backends jenkins job.Colm Donelan
* Adding ref backend "ifdef" around ref test cases in NeonLayerTests_NDK_Bug.cpp * Removing unnecessary includes from NeonLayerTests_NDK_Bug.cpp. * Removing unnecessary include from NeonLayerTests.cpp * Breaking up Backends_Capability_Test into one per backend to allow for conditional compilation. * Remove unnecessary printout in src/backends/neon/test/CMakeLists.txt Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: I9a36cd197e684ed55af244e5c998ee67bb8da88c
2021-03-25IVGCVSW-5676 Eliminating some Neon unit tests for debug builds.Colm Donelan
* Creating a new NeonLayerTests_NDK_Bug test class. * Moving a subset of tests effected by an NDK bug from NeonLayerTests into NeonLayerTests_NDK_Bug. * Excluding NeonLayerTests_NDK_Bug from the build if it's an Android debug build and NDK is less than r21. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: Icb16d8bbb784fb0357deef281d7aa713e11af8ac
2021-03-25IVGCVSW-5736 and IVGCVSW-5743 'NonConstWeights: Update front-end and ↵Sadik Armagan
TfLiteDelegate support for FullyConnected Operator' * Added front-end support for non-const weights for FULLY_CONNECTED operator * Added FULLY_CONNECTED end-to-end test * Updated FULLY_CONNECTED operator support in TfLite Arm NN Delegate for non-const weights * Updated the version numbers Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Iffa5b9aa9297aca4c02d923cce4636c88ac21faa
2021-02-09MLCE-347 'REDUCE_MIN, REDUCE_MAX, REDUCE_SUM Support'Sadik Armagan
* Added TfLiteParser support for REDUCE_MIN and REDUCE_MAX operators * Added ACL workloads support for REDUCE_MIN, REDUCE_MAX, and REDUCE_SUM operators * Added TfLite Delegate support for REDUCE_MIN, REDUCE_MAX, and REDUCE_SUM operators Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I8085d59946bfd4ab78a59a61f899031ae53371a8
2020-12-03IVGCVSW-4626 Add Neon Rank WorkloadDavid Monahan
Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I5a85597e75d2b879ae234c6929686fabe99d7bc8
2020-11-18IVGCVSW-5093 Add NEON Logical workloadJames Conroy
* Add NEON Logical workloads for NOT, AND and OR. * Enable Layer and IsSupported tests on NEON. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: Ibca59530457a664ca3d77751825642f8daf52fab
2020-11-18Fix logical vts skipNarumol Prangnawarat
* Add Boolean support for Reshape * Use LogicalUnary factory and data type for LogicalNot Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I8e072fde200b7716556ae67f79616458cf98ff20
2020-08-31IVGCVSW-5256 Use CreateTensorHandle() function from TensorHandleFactory in ↵Finn Williams
the tests for layers Q,R & T Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I6fc613d31785298a0b7ed18f1abdd59bafed1e8e
2020-08-31IVGCVSW-5231 Remove CreateTensorHandle in the test where there is ↵Keith Davis
NO_DEPRECATE_WARN * Done for all elementwise layers, Activation, BatchNorm, BatchToSpace Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: Id1d15a0960233026aecf7a07e0d3f006e07e4abf
2020-08-31IVGCVSW-5253 Use CreateTensorHandle() function from TensorHandleFactory in ↵Finn Williams
the tests for layers M-P Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I324eee7d750e30f714e0d346b7da7b69866ff935
2020-08-31IVGCVSW-5252 Use CreateTensorHandle() function from TensorHandleFactory in ↵Finn Williams
the tests for layers between G-L Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I197351a479fb211787bd12a73c9618d2ded95898
2020-08-31IVGCVSW-5249 Use CreateTensorHandle from ITensorHandleFactory in the test ↵Keith Davis
for all layers between C-D Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I9583adf50e67e63e73833f400d1c50fbff57f60c
2020-08-31IVGCVSW-5250 Remove CreateTensorHandle in the test for layers between E-FFinn Williams
* Refactored Floor and FullyConnected tests Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: Iad87254e638bdcb5d7b334b16ec87a0c981e48a0
2020-08-28IVGCVSW-5257 'Remove CreateTensorHandle in the test for layers beginning with S'Sadik Armagan
* Re-factored SplaceToDepth, Splitter, Stack and StridedSlice unit tests to use TensorHandleFactory for creating TensorHandles Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Ib22bb09cd2120c02c548099eaa06db6e6f00b15e
2020-08-27IVGCVSW-5257 'Remove CreateTensorHandle in the test for layers beginning with S'Sadik Armagan
* Re-factored SoftmaxTestImpl to use TensorHandleFactory to create TensorHandles Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I83559a89187bbed0d6f34ca589ea81c694bf5683
2020-08-27IVGCVSW-5257 'Remove CreateTensorHandle in the test for layers beginning with S'Sadik Armagan
* Re-factored SpaceToBatchNd tests to use TensorHandleFactory to create TensorHandles Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I096a6e30ecc97dd9b93b206157f16d912085703c
2020-08-27IVGCVSW-5251 'Remove CreateTensorHandle for ArgMinMaxTestImpl'Sadik Armagan
* Refactored ArgMinMax tests to use TensorHandleFactory instead of WorkloadFactory Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Ibff0f9370972f9a0a977c05275cb6168f8f88ae5
2020-08-26IVGCVSW-5250 Remove CreateTensorHandle in the test for layers between E-FFinn Williams
* Added new test function to pass in the ITensorHandleFactory Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I9b2e9250200e092541e29796ec53cabd0b677acf
2020-08-16IVGCVSW-5216 Remove CreateTensorHandle from TransposeTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Iea9cc3a36021aac4b86ea5d8340dd8eb1f308283
2020-08-15IVGCVSW-5218 Remove CreateTensorHandle from DetectionPostProcess and PreluFrancis Murtagh
* Remove default arguments in Neon and CL causing ambiguity Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I314885719a16311b68c7bda37cd54b2ca0d14480
2020-08-10Update ACL pin to 4aed4aafa2ddb0b6f4b76aef5008c8bb45599ea4Teresa Charlin
* Use axis=-1 in all softmax tests as ACL only accepts this dimension (the most right dimension, in ACL is 0 and in ArmNN is -1). Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I4be83f60aa9505b4bf2367c4489e6f12d644c6d4
2020-07-28IVGCVSW-4973 Enable QLstm projection unit tests on NEONTeresa Charlin
*Cosmetic changes on NeonQLstmWorkload Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I53e00ec31845d4c7d1f00d53d179b8540dcee608
2020-07-24IVGCVSW-3897 Add NEON LOG_SOFTMAX WorkloadKeith Davis
Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I632b5ac7f188853de68e232e81568b3fca238d42
2020-07-24IVGCVSW-4889/IVGCVSW-4890 CL/Neon UnitTests for align_corners & half_pixelsTeresa Charlin
*Add more UnitTests to the reference implemenation. Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Idbce68baa76b049e5f741f790a5cfd75acb54a95
2020-06-24IVGCVSW-4621 Add CL FILL WorkloadSadik Armagan
* Add CL workload for Fill Operator * Enabled Fill operator tests on CL * CLFill function does not have validate() function yet IsLayerSupported() function return true at the moment * Enabled int32 to tests on backends Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I9f8cc6d1c86f832ba46a8d170572f4cfcde9ab17
2020-06-23IVGCVSW-4622 Add NEON FILL WorkloadSadik Armagan
* Added Neon workload for Fill Operator * Enabled Fill operator tests on Neon * NEFill function does not have validate() function yet IsLayerSupported() function return true at the moment * Added INT32 supported type for CpuRef Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I17bf5ec13750f46322a30653e15ba2a514f61f08
2020-06-03remove BOM from filesLaurent Carlier
Change-Id: Ia4b4bb3be0ed6e933c77d58f8e9879b1370e9537 Signed-off-by: Laurent Carlier <laurent.carlier@arm.com>
2020-05-29IVGCVSW-3846 Add NEON GATHER WorkloadTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I1a66fdad63cef16866d9dfcb8a339647f856e1d4
2020-05-27IVGCVSW-4200 Add CL EXP WorkloadSadik Armagan
IVGCVSW-4203 Add Neon EXP Workload * Added CL EXP operator workload * Added EXP test suite * Enabled EXP tests on ACL and Ref Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I793d31af1b2e3fe86b0bec6d9e5de503c5dab970
2020-05-20IVGCVSW-4451 Add QLstm NEON workloadJames Conroy
* Adds QLstm workload. * Adds CreateWorkload and Layer tests. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I585eb2691395ee4ccd45b5a853660f90fc5cc821
2020-04-27IVGCVSW-4668 Add TENSOR_QUANT8_ASYMM_SIGNED data type support to CpuRef ↵Sadik Armagan
operators Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I094125ba80699cc3cf5226bda6662a54e6caa988
2020-04-24IVGCVSW-4686 Fix NNT GeneratedTests Abs_int32Kevin May
* Add Signed32 to WorkloadData for AbsQueueDescriptor * Add missing supported tests to Ref and Neon Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: Iba9d29fedeb1d2e985272c9299ea42ba2571687b
2020-03-31IVGCVSW-4633 Add conversion of BF16 support to NeonNarumol Prangnawarat
* Add NeonConvertBf16ToFp32Workload * Add NeonConvertFp32ToBf16Workload * Add BFloat16 type support to NeonConstantWorkload and NeonTensorHandle * Add ConvertBf16ToFp32Weight when ConvertBf16ToFp32Layer is added * Unit tests Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Id5b44a203add5e0c98c1ca4e2162115741b56644
2020-03-30IVGCVSW-4603 Support comparison operators in NeonTeresa Charlin
* Deprecate NeonGreaterWorkload * Add NeonComparisonWorkload to encompass all comparison operators Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I5e828088d17e994fc5cb0b908719b53ee01fa959
2020-03-24IVGCVSW-3813 Add Unary Elementwise Operation 'NEG' support to the ↵Sadik Armagan
android-nn-driver * Implemented ClNegWorkload * Implemented NeonNegWorkload * Enabled 'NEG' operator on CL and Neon as well as Ref * Implemented unit tests for 'NEG' operator Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I3d7a892692716636cae6bdf8ddd238e3d1ea064f
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
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