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path: root/src/backends/backendsCommon/test/layerTests
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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
2021-05-18IVGCVSW-5964 Removing some remaining boost utility usages from tests.Colm Donelan
* Adding a basic PredicateResult class to replace boost::test_tools::predicate_result * Replacing all uses of boost::test_tools::predicate_result with the new armnn::PredicateResult class * Replacing use of boost::test_tools::output_test_stream output with std::ostringstream in ProfilerTests.cpp Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: I75cdbbff98d984e26e4a50c125386b2988516fad
2021-05-06IVGCVSW-5815 Generalise ConstCpuTensorHandleJames Conroy
* Generalises ConstCpuTensorHandle and inherited classes by removing 'Cpu' from aliases. * New renamed classes: ConstTensorHandle, TensorHandle, ScopedTensorHandle, PassthroughTensorHandle, ConstPassthroughTensorHandle. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I1824e0e134202735fb77051f20a7252f161dfe16
2021-04-12IVGCVSW-5410 Add front-end support for CASTmathad01
IVGCVSW-5415 Add TfLiteParser support for CAST * Added front end support for CAST, including support in the Reference workload, Serialization, Deserializtion, Unit tests, and TfLiteParser. Signed-off-by: mathad01 <matthew.haddon@arm.com> Change-Id: Iaf670ca5912a21ed6bc84f7f83a68b42154846bb
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
2021-02-15IVGCVSW-5675 Implement Pimpl Idiom for IProfiler (lower priority)Francis Murtagh
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: If716f5f4e9b5433586b8a939d326830482da2f74
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
2021-02-03backends/reference: Add ReduceSum operation supportSadik Armagan
This patch addes ReduceSum operation support for reference backend, which computes the sum of elements across dimensions of a tensor. Changelog v1: - Fix file header descriptions. Chagelog v2: - Fix line limit issue. - Fix type conversion issue. Changelog v3: - Remove tabs. - Modify newly added file headers. Changelog v4: - Symbol on header isn't allowed so drop it from newly added file headers. Changelog v5: - Remove tabs, fix the use of brackets and align lines correctly. Changelog v6: - Add serializer and deserializer support. Changelog v7: - Fix build error add missed code. Changelog v8: - Rename ReduceSumDecriptor to ReduceDescriptor - Update m_KeepDims field data type to bool on ReduceDescriptor - Add ReduceOperation field to ReduceDescriptor - Rename ReduceSumLayer to ReduceLayer - Update ReduceLayer to use ReduceDescriptor - Update ReduceLayer::ValidateTensorShapesFromInputs() function - Rename RefReduceSumWokload to RefReduceWorkload - Update workload to use ReduceDescriptor - Update workload to use Decoders and Encoders - Remove ReduceSum.hpp and ReduceSum.cpp - Added Reduce.hpp and Reduce.cpp - Move Mean.cpp (which is implementing REDUCE_MEAN) functionality to Reduce.cpp - Update RefMeanWorkload to call Reduce function with ReduceOperation::Mean argument - Remove Mean.hpp and Mean.cpp - Update the Serializer/Deserializer ArmnnSchema.fbs for ReduceLayer, ReduceDescriptor, and ReduceOperation - Update Serializer and Deserializer for serializing/parsing ReduceLayer - Added TfLiter parser Sum test for REDUCE_SUM operator - Make corresponding changes on front-end and Ref backend to support REDUCE_SUM operator Changelog v9: - Fixed build errors. Change-Id: I8c8e034f3df73f9565b3c18eff51ecca6c542195 Signed-off-by: Inki Dae <inki.dae@samsung.com> Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
2020-12-16IVGCVSW-5595 Fix incorrect padding value for asymmetric quantized typeNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I85f0c30757043f8c27c78d607f0f9dbbdd35b9fb
2020-11-19IVGCVSW-5093 Remove redundant LogicalUnary functionsJames Conroy
* In favour of ElementwiseUnary functions which are the currently used code path. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I34964d2dcabd4b7ddf0b455df17c48e3c6812ee4
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
2020-11-09IVGCVSW-5091 Add Logical ops frontend and ref implJames Conroy
* Add frontend and reference implementation for logical ops NOT, AND, OR. * Unary NOT uses existing ElementwiseUnary layer and ElementwiseUnary descriptor. * Binary AND/OR uses new layer LogicalBinary and new LogicalBinary descriptor. * Add serialization/deserializion support and add missing ElementwiseUnary deserializer code. * Add additional Boolean decoder in BaseIterator.hpp. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: Id343b01174053a166de1b98b6175e04a5065f720
2020-10-02IVGCVSW-5334 Remove remaining boost::numeric_cast from armnnMatthew Sloyan
* Floating point casts now use armnn::numeric_cast. * Also removed remaining header imports. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I2d37847d67f164fc0a0ae17f34d49ff3d2210c30
2020-09-25IVGCVSW-4973 Enable QLstm projection unit tests on CLTeresa Charlin
*Cosmetic changes on ClQLstmWorkload Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I61f55343263e623aaae042d8dfe8c294540e98f1
2020-09-17IVGCVSW-5300 Remove some boost::numeric_cast from armnn/backendsMatthew Sloyan
* Replaced with armnn/utility/NumericCast.hpp * Some exclusions in reference backend * Excluded as requires float implementation in NumericCast.hpp Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I9e4e9cd502c865452128fa04415fd6f250baa855
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
2020-08-28IVGCVSW-4979 'Remove CreateTensorHandle using WorkloadFactory in workload tests'Sadik Armagan
* Small refactor in unit tests using TensorHandleFactory to use reference instead of pointer Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I1a702941890034a45029c014c8b11e185f45a807
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
2020-08-17IVGCVSW-5217 Add ARMNN_NO_DEPRECATE_WARN to layer testsTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I3c2c3d0c5d743b9faf05e6e9bcb4a9c9fd369ebc
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
2020-07-31IVGCVSW-4712 Fill layer datatype adjustmentsTeresa Charlin
* Input layer to be int32 instead of same type as output * Enable float16 end to end tests * Neon and Cl layer support check for backend Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I6bc889077c8da63eeff66bd45730ce5d8783c419
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
2020-07-08IVGCVSW-5005 Fix Deprecated Functions in CL/NEON Resize WorkloadDavid Monahan
* Update CL pin to f3ad9513dd46fca1d6c5e4550286480fdbaba056 IVGCVSW-5005: Fix Deprecated Functions in CL/NEON Resize Workload * Add missing virtual function to NeonIntercepterScheduler * Update CL/Neon Resize Workloads to use ScaleKernelInfo * Update CL/Neon Resize workloads to set correct Sampling Policy for Half Pixels IVGCVSW-4981: Change CL/NEON Softmax axis value * Default value is now 0 Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I8a14c6a64e5a24bc1a66a7d3685cd388c2245702
2020-07-06IVGCVSW-4624 Add a RANK Reference ImplementationFinn Williams
* Add Rank front end * Add Rank reference implementation * Add Rank serialization support * Add Scalar serialization support Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I06e4a468c2a84e79bae2e6c5348596bbbf853b4b
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
2020-06-20IVGCVSW-4707 - Add AlignCorners and HalfPixelCenters to ResizeDavid Monahan
* Added AlignCorners and HalfPixelCenters Parameters to Resize * Added Unit Tests Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I83420a9bcb7beec9073d201448f64eb53090e1f1
2020-06-15IVGCVSW-4620 Add Fill Reference ImplementationRyan OShea
* Add Fill Reference Implementation * Refactor FP converter to use static_cast Signed-off-by: Ryan OShea <Ryan.OShea2@arm.com> Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I532e2f982981d047690755fac43a0e9cf8b17dcd
2020-06-08IVGCVSW-4860 Add tests to verify QLstm projectionJames Conroy
* Adds int16 output tensor to CpuRef impl to prevent overflow when accumulating output after projection. * Adds two remaining tests to verify QLstm on CpuRef. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I93d7c64c4a9cc1012cb2bc052d598d4279fbd372
2020-06-05IVGCVSW-4904 Refactor CpuRef PAD WorkloadSadik Armagan
* Refactored templated workload creation * Added int8_t unit tests Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I018b7f9f20496b5f9d7445901fe0d3dd04199cd0
2020-06-03remove BOM from filesLaurent Carlier
Change-Id: Ia4b4bb3be0ed6e933c77d58f8e9879b1370e9537 Signed-off-by: Laurent Carlier <laurent.carlier@arm.com>
2020-06-02Fix a few build warnings:Rob Hughes
* Remove redundant asserts for unsigned ints being positive * Remove unneeded include of lightweight_test.hpp header * Remove unused exception variable names * Replace hardcoded 0.0f with T() for some template functions * Add a few static_casts Change-Id: I290b0433cf995f6d0199422eaa10f816e5fd8eb9 Signed-off-by: Robert Hughes <robert.hughes@arm.com>
2020-05-29IVGCVSW-3847 Support INT32 in Gather operatorTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ica217d3e4fbcdef1315554ea5d5c4720124696c3
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
2020-05-25IVGCVSW-4863 ADD,SUB,DIV,MUL,MAXIMUM and MINIMUM int32 VTS testTeresa Charlin
skipped in CpuRef Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I1c870ac258e8c3805a95b259cb40731f8e81541e
2020-05-25IVGCVSW-4604 ARGMINMAX float16 VTS test skipped in CpuRefTeresa Charlin
Change-Id: I75cca9804a67f629cddc83671397a84640e9bf0e Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
2020-05-02IVGCVSW-4449 Add QLstm ref implementationJames Conroy
* Adds ref implemenation for new HAL 1.3 operator, QLstm. * Adds Layer and CreateWorkload unit tests. * Adds WorkloadData validate for QLstm. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I8a721f07ff06105e6495a1a0561b9503aa8146dc
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
2020-04-06IVGCVSW-4485 Remove Boost assertNarumol Prangnawarat
* Change boost assert to armnn assert * Change include file to armnn assert * Fix ARMNN_ASSERT_MSG issue with multiple conditions * Change BOOST_ASSERT to BOOST_TEST where appropriate * Remove unused include statements Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I5d0fa3a37b7c1c921216de68f0073aa34702c9ff