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2021-02-15IVGCVSW-4873 Implement Pimpl Idiom for INetwork and IOptimizedNetworkFrancis Murtagh
!android-nn-driver:5042 Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: Ia1ce8b839e81b46428ba0f78463e085e5906958d Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Signed-off-by: Finn Williams <Finn.Williams@arm.com>
2021-02-11MLCE-347 Bug fixes in Reduce: QueueDescriptor.validate and init REDUCE_MINTeresa Charlin
* Allow input tensors of any rank in ReduceQueueDescriptor::validate * Fix VTS tests failing for REDUCE_MIN due to initialization Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Id8fba1662ade4e0a967093fe5a53b275847f2393
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
2021-02-08IVGCVSW-4873 Implement Pimpl Idiom for IRuntimeKevin May
Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I52448938735b2aa678c47e0f3061c87fa0c693b1
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>
2020-12-17IVGCVSW-4625 Add CL Rank WorkloadDavid Monahan
* Added CL implementation of Rank Workload * Removed references to memcpy_s as it's a windows only function Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: Ia63666b9640d76a775f2ab98b3cd7e9f77b5a507
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
2020-11-17IVGCVSW-5530 'Cannot run SSD Mobilenet f16/uint8 on CpuRef via ExecuteNetwork'Sadik Armagan
* Added FP16 DataType support to DetectionPostProcess * For DetectionPostProcess layer output is always Float32 regardless of input type Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I21f63dd08f0863e9a98e105b3009bab3da1ab0c3
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
2020-11-09IVGCVSW-5327 Add to Layer a binary blob to host the activation layer infoKeith Davis
Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I0a07dea96a86849701ba387dbea148909a6d729b
2020-10-23GitHub#465 Fix NonMaxSuppressionantkillerfarm
If visited flag set true, it should not be visited any more. For example, if we put 10 boxes (ordered by score) into NonMaxSuppression: * Step1: Suppose Box 2/3/6/8 are suppressed by Box 1. Box 4/5/7/9/10 survived. * Step2: Correct way: We use Box 4 to suppress the survive boxes. Prior to this commit: Box 4 may be suppressed by Box 2, even Box 2 is already suppressed by Box 1... Signed-off-by: Antkillerfarm <antkillerfarm@gmail.com> Change-Id: I38d7a84287649827a16565748592fb562b4df5d5
2020-10-13IVGCVSW-4489 Remove remaining occurrence of boost::formatMatthew Sloyan
* Replaced with fmt::format in Descriptors.cpp. * Removed remaining boost/format headers in ArmNN codebase. * Removed additional boost header in Network.cpp Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ib98b83bf4ec99ef98ce7a3635ec0dd478c3e43e1
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
2020-10-01IVGCVSW-5325 Fix non-channel per axis quantizationFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: Ie0cf69b2cd76d6ecedab43d3d9ae267d23bbc052
2020-09-28IVGCVSW-5325 Speed up the reference backendFinn Williams
Change-Id: Id8bd0a0418be31d975b944b54bbacb25051ffb2e Signed-off-by: Finn Williams <Finn.Williams@arm.com>
2020-09-24Add int32 and int64 ArgMax op supportInki Dae
This patch adds int32 and int64 ArgMax op support. Current ARMNN already has ArgMax op but not used, and it doesn't support int64 output type. So this patch adds a new type, Signed64, and also adds ArgMinMax computation function for int64 type support. In default, output tensor type of ArgMax op is int64 in case of tensorflow lite model so this patch makes a proper function - ArgMax op for int64 or int32 - to be called according to parsed output_type value. With this patch, ARMNN supports both types - int64 and int32 - for ArgMinMax op. Changelog v1: - Check if output data type of ArgMinMax op is valid or not. - Use template function to support int32 and int64 types of ArgMinMax function. - Keep using Signed32 as default data type of m_Output_Type. Change-Id: I7a8e7e38dd9e5acc81464571d8b4d51378fc7f14 Signed-off-by: Inki Dae <inki.dae@samsung.com>
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
2020-09-14IVGCVSW-5157 'Pipe ModelOption through Network::LoadNetwork() to Workload ↵Sadik Armagan
factory' * Pass ModelOptions to WorkloadFactory * Updated signature of CL and NEON Convolution2d workloads added FastMathEnabled param. Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I536178be8e4dd4083489e69febadaf0feeba46d2
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
2020-08-27Export Armnn cmakeDerek Lamberti
Change-Id: I3c317e835aba5feafda240393ca26b6aebe8d655 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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
2020-08-25IVGCVSW-5109 'Add SupportsInPlaceComputation to TensorHandleFactories'Sadik Armagan
* Added functionality to query if TensorHandleFactory supports InPlaceComputation Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Icf5bfc5f999fc5d03681dcb8cec88d921842458b
2020-08-18IVGCVSW-5014 Deprecate CreateTensorHandle from WorkloadFactorySadik Armagan
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I948117b0ff5be27540267edbd68628f1bff23a9d
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
2020-08-12IVGCVSW-4979 Add GetTensorHandleFactory to WorkloadFactoryHelper(Ref/Ne/Cl)Teresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I7e4c752f396833e226d73c3569e195b796fbf482
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
2020-07-30IVGCVSW-5174 Fix i386 Floor and AbsTestFrancis Murtagh
* Remove QSymm16 support for Floor to match NNApi and disable RefLayerTest * Return nullptr for floor workload if quantized type * Fix SimpleAbsTest incorrect output Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I80d9e2fb78777d0a3fc7ce6d12b5eb4af3fd1d3a
2020-07-30IVGCVSW-4713 Add EndToEnd test for RANKTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ia8f237a2500986e01843defb75787694a20ba24c
2020-07-28IVGCVSW-4712 Add EndToEnd test for FILLTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ic89bcbbd580abe1b05bd26748db704e83cf65bea
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
2020-07-23IVGCVSW-5010 Add GetCapabilities to ITensorHandleFactoryNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ie8acb9c729af4f95488aecf795f45ff12364f9ca
2020-07-13IVGCVSW-5078 Fix segmentation fault on Yolo V3 Big AppNarumol Prangnawarat
* Register TensorHandleFactories when create Workload Factory Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I6217c6f00d27b67e42b8043cbaf72d9db5789bfb
2020-07-07Remove new occurence of boost::polymorphic_downcastJan Eilers
Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Id9446c30f6a31c5064bab08b40805e463700072c
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
2020-07-01IVGCVSW-4903 Connect axis parameter in Gather from android to ACL.Teresa Charlin
!android-nn-driver:3302 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ifbc49acb5272f8a36719bb68676e44817190537d
2020-06-30IVGCVSW-5007 Implement an Int32 reference Elementwise workloadFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I6592169b74ac4294bc09647879aec0718c641f91
2020-06-30IVGCVSW-5036 Do not allocate memory when import is enabledNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ideaae5280702aae6c73f3b4e4cee9f71a8386fda
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
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